5500000@unknown@formal@none@1@S@New complexities in helper T Cell fate determination and the implications for autoimmune diseases@(((:tag . "JJ") (:stem . "new") (:form . "New") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "complexity") (:form . "complexities") (:end . 16)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 19) (:start . 17)\n (:id . 44))\n ((:tag . "NN") (:stem . "helper") (:form . "helper") (:end . 26)\n (:start . 20) (:id . 45))\n ((:tag . "NN") (:stem . "t") (:form . "T") (:end . 28) (:start . 27)\n (:id . 46))\n ((:tag . "NNP") (:stem . "Cell") (:form . "Cell") (:end . 33) (:start . 29)\n (:id . 47))\n ((:tag . "NN") (:stem . "fate") (:form . "fate") (:end . 38) (:start . 34)\n (:id . 48))\n ((:tag . "NN") (:stem . "determination") (:form . "determination")\n (:end . 52) (:start . 39) (:id . 49))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 56) (:start . 53)\n (:id . 50))\n ((:tag . "DT") (:stem . 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(:end . 173) (:start . 172)\n (:id . 77)))@@@1@36@((:hcues ((:id . :x1.25.1) (:span 92 97)) ((:id . :x1.25.2) (:span 63 66)))\n (:hscopes ((:id . :x1.25.1) (:span 86 172)) ((:id . :x1.25.2) (:span 63 81)))\n (:identifiers (:sid . :s1.25) (:did . :pmc2596867) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500025@unknown@formal@none@1@S@In this review, we will discuss the historical developments that led to a new understanding of the role of T cells in autoimmune diseases and recent advances that have led to even newer insights into T cell biology.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "review") (:form . "review") (:end . 14) (:start . 8)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 15) (:start . 14)\n (:id . 45))\n ((:tag . "PRP") (:stem . "we") (:form . 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"diseases") (:end . 60)\n (:start . 52) (:id . 51)))@@@1@10@((:identifiers (:sid . :s1.27) (:did . :pmc2596867) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5500027@unknown@formal@none@1@S@Until a few years ago we thought we knew which subset of helper T cells was responsible for host defense or exacerbation of autoimmune diseases and we thought that answer fit well with the standard Th1/Th2 cells paradigm (11).@(((:tag . "IN") (:stem . "until") (:form . "Until") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 7) (:start . 6)\n (:id . 43))\n ((:tag . "JJ") (:stem . "few") (:form . "few") (:end . 11) (:start . 8)\n (:id . 44))\n ((:tag . "NNS") (:stem . "year") (:form . "years") (:end . 17) (:start . 12)\n (:id . 45))\n ((:tag . "IN") (:stem . "ago") (:form . "ago") (:end . 21) (:start . 18)\n (:id . 46))\n ((:tag . "PRP") (:stem . "we") (:form . 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(:end . 211) (:start . 210)\n (:id . 79)))@@@1@38@((:hcues ((:id . :x1.52.1) (:span 135 145)))\n (:hscopes ((:id . :x1.52.1) (:span 135 210)))\n (:identifiers (:sid . :s1.52) (:did . :pmc2596867) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500052@unknown@formal@none@1@S@Therefore, IL-23 began to attract attention as a factor crucial to inflammation and autoimmune diseases.@(((:tag . "RB") (:stem . "therefore") (:form . "Therefore") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 10) (:start . 9)\n (:id . 43))\n ((:tag . "NNP") (:stem . "IL-23") (:form . "IL-23") (:end . 16) (:start . 11)\n (:id . 44))\n ((:tag . "VBD") (:stem . "begin") (:form . "began") (:end . 22) (:start . 17)\n (:id . 45))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 25) (:start . 23)\n (:id . 46))\n ((:tag . "VB") (:stem . "attract") (:form . "attract") (:end . 33)\n (:start . 26) (:id . 47))\n ((:tag . 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(:end . 104) (:start . 103)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s1.53) (:did . :pmc2596867) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500053@unknown@formal@none@1@S@The IL-23/IL17 axis in inflammation@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "il-23/il17") (:form . "IL-23/IL17") (:end . 14)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "axis") (:form . "axis") (:end . 19) (:start . 15)\n (:id . 44))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 22) (:start . 20)\n (:id . 45))\n ((:tag . "NN") (:stem . "inflammation") (:form . 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(:end . 137) (:start . 136)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s1.55) (:did . :pmc2596867) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500055@unknown@formal@none@1@S@Another inflammatory cytokine, IL-17, was noted to be produced by activated purified T cells in the presence of LPS-stimulated dendritic cells (DCs) (5).@(((:tag . "DT") (:stem . "another") (:form . "Another") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "JJ") (:stem . "inflammatory") (:form . "inflammatory") (:end . 20)\n (:start . 8) (:id . 43))\n ((:tag . "NN") (:stem . "cytokine") (:form . "cytokine") (:end . 29)\n (:start . 21) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 30) (:start . 29)\n (:id . 45))\n ((:tag . "NNP") (:stem . "IL-17") (:form . "IL-17") (:end . 36) (:start . 31)\n (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 37) (:start . 36)\n (:id . 47))\n ((:tag . "VBD") (:stem . "be") (:form . 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"T") (:end . 133) (:start . 132)\n (:id . 66))\n ((:tag . "NNS") (:stem . "cell") (:form . "cells") (:end . 139)\n (:start . 134) (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 140) (:start . 139)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s1.68) (:did . :pmc2596867) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500068@unknown@formal@none@1@S@It was very clear that development of IL-17-producing T cells was not dependent on the cytokines and the transcription factors required for Th1 or Th2 differentiation and then it was proposed that IL-17-producing CD4+ T cells represented a new subset of helper T cells (Th17 cells), which were crucial in mediating inflammatory responses (30-32).@(((:tag . "PRP") (:stem . "it") (:form . "It") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "RB") (:stem . "very") (:form . 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(:end . 346) (:start . 345)\n (:id . 101)))@@@1@60@((:hcues ((:id . :x1.69.1) (:span 183 191)))\n (:hscopes ((:id . :x1.69.1) (:span 176 337)))\n (:identifiers (:sid . :s1.69) (:did . :pmc2596867) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500069@unknown@formal@none@1@S@While there was evidence that IL-23 stimulated CD4+ T cells to express various genes, including IL-17, and that IL-23-stimulated T cells were important in the pathogenesis of EAE (30), it was less clear whether IL-23 was the factor that drove naive CD4+ T cells to become IL-17 producers.@(((:tag . "IN") (:stem . "while") (:form . "While") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "EX") (:stem . "there") (:form . "there") (:end . 11) (:start . 6)\n (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 15) (:start . 12)\n (:id . 44))\n ((:tag . "NN") (:stem . "evidence") (:form . "evidence") (:end . 24)\n (:start . 16) (:id . 45))\n ((:tag . 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(:end . 288) (:start . 287)\n (:id . 95)))@@@1@54@((:hcues ((:id . :x1.70.1) (:span 203 210)))\n (:hscopes ((:id . :x1.70.1) (:span 203 287)))\n (:identifiers (:sid . :s1.70) (:did . :pmc2596867) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500070@unknown@formal@none@1@S@It was especially puzzling that naive CD4+ T cells did not express IL-23R (18).@(((:tag . "PRP") (:stem . "it") (:form . "It") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "RB") (:stem . "especially") (:form . "especially") (:end . 17)\n (:start . 7) (:id . 44))\n ((:tag . "JJ") (:stem . "puzzling") (:form . "puzzling") (:end . 26)\n (:start . 18) (:id . 45))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 31) (:start . 27)\n (:id . 46))\n ((:tag . "JJ") (:stem . "naive") (:form . "naive") (:end . 37) (:start . 32)\n (:id . 47))\n ((:tag . "JJ") (:stem . 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(:end . 79) (:start . 78)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s1.71) (:did . :pmc2596867) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500071@unknown@formal@none@1@S@In a search for optinum culture condition for Th17 differentiation it was recognized that naive CD4+ T cells cultured with activated DCs produced IL-17 (16).@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 4) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "search") (:form . "search") (:end . 11) (:start . 5)\n (:id . 44))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 15) (:start . 12)\n (:id . 45))\n ((:tag . "NN") (:stem . "optinum") (:form . "optinum") (:end . 23)\n (:start . 16) (:id . 46))\n ((:tag . "NN") (:stem . "culture") (:form . "culture") (:end . 31)\n (:start . 24) (:id . 47))\n ((:tag . "NN") (:stem . "condition") (:form . 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(:end . 218) (:start . 217)\n (:id . 88)))@@@1@47@((:identifiers (:sid . :s1.88) (:did . :pmc2596867) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500088@unknown@formal@none@1@S@Recently though, it has also been found that the autocrine production of IL-21 by Th17 cells promotes Th17 differentiation while inhibiting IFN-γ production (35-38).@(((:tag . "RB") (:stem . "recently") (:form . "Recently") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "RB") (:stem . "though") (:form . "though") (:end . 15) (:start . 9)\n (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 16) (:start . 15)\n (:id . 44))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 19) (:start . 17)\n (:id . 45))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 23) (:start . 20)\n (:id . 46))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 28) (:start . 24)\n (:id . 47))\n ((:tag . "VBN") (:stem . "be") (:form . 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(:form . ".") (:end . 165) (:start . 164)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s1.89) (:did . :pmc2596867) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500089@unknown@formal@none@1@S@Accordingly, the deficiency of IL-21 (or its receptor), or blocking of IL-21, attenuates the generation of Th17 cells (35-37).@(((:tag . "RB") (:stem . "accordingly") (:form . "Accordingly") (:end . 11)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 16) (:start . 13)\n (:id . 44))\n ((:tag . "NN") (:stem . "deficiency") (:form . "deficiency") (:end . 27)\n (:start . 17) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 30) (:start . 28)\n (:id . 46))\n ((:tag . "NNP") (:stem . "IL-21") (:form . "IL-21") (:end . 36) (:start . 31)\n (:id . 47))\n ((:tag . "(") (:stem . "(") (:form . 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(:end . 126) (:start . 125)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s1.90) (:did . :pmc2596867) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500090@unknown@formal@none@1@S@Transcription factors for Th17 differentiation@(((:tag . "NN") (:stem . "transcription") (:form . "Transcription")\n (:end . 13) (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "factor") (:form . "factors") (:end . 21)\n (:start . 14) (:id . 43))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 25) (:start . 22)\n (:id . 44))\n ((:tag . "NN") (:stem . "th17") (:form . "Th17") (:end . 30) (:start . 26)\n (:id . 45))\n ((:tag . "NN") (:stem . "differentiation") (:form . 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(:end . 131) (:start . 130)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s1.144) (:did . :pmc2596867) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500144@unknown@formal@none@1@S@As such, their relevance may vary among different autoimmune diseases.@(((:tag . "IN") (:stem . "as") (:form . "As") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "such") (:form . "such") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 44))\n ((:tag . "PRP$") (:stem . "their") (:form . "their") (:end . 14) (:start . 9)\n (:id . 45))\n ((:tag . "NN") (:stem . "relevance") (:form . "relevance") (:end . 24)\n (:start . 15) (:id . 46))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 28) (:start . 25)\n (:id . 47))\n ((:tag . "VB") (:stem . "vary") (:form . "vary") (:end . 33) (:start . 29)\n (:id . 48))\n ((:tag . "IN") (:stem . "among") (:form . 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(:end . 158) (:start . 157)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s1.151) (:did . :pmc2596867) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500151@unknown@formal@none@1@S@However, inflammatory cytokines (IL-1ß, IL-6, and IL-21 or IL-23) relieve the latter effect of TGFß-1 (72).@(((:tag . "RB") (:stem . "however") (:form . "However") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "JJ") (:stem . "inflammatory") (:form . "inflammatory") (:end . 21)\n (:start . 9) (:id . 44))\n ((:tag . "NNS") (:stem . "cytokine") (:form . "cytokines") (:end . 31)\n (:start . 22) (:id . 45))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 33) (:start . 32)\n (:id . 46))\n ((:tag . "NNP") (:stem . "IL-1ß") (:form . "IL-1ß") (:end . 38) (:start . 33)\n (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 39) (:start . 38)\n (:id . 48))\n ((:tag . 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(:end . 101) (:start . 100)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s1.157) (:did . :pmc2596867) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500157@unknown@formal@none@1@S@It is of note is that CCR6+IL-23R+ human memory CD4+ T cells are major producers of IL-17 (75, 76).@(((:tag . "PRP") (:stem . "it") (:form . "It") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 5) (:start . 3)\n (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 8) (:start . 6)\n (:id . 44))\n ((:tag . "NN") (:stem . "note") (:form . "note") (:end . 13) (:start . 9)\n (:id . 45))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 16) (:start . 14)\n (:id . 46))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 21) (:start . 17)\n (:id . 47))\n ((:tag . "JJ") (:stem . "ccr6+il-23r+") (:form . "CCR6+IL-23R+") (:end . 34)\n (:start . 22) (:id . 48))\n ((:tag . "JJ") (:stem . 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(:end . 233) (:start . 232)\n (:id . 85)))@@@1@44@((:hcues ((:id . :x1.159.1) (:span 174 178)))\n (:hscopes ((:id . :x1.159.1) (:span 160 232)))\n (:identifiers (:sid . :s1.159) (:did . :pmc2596867) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500159@unknown@formal@none@1@S@Importantly, it has been shown that mutations presumed to underlie hyper-IgE syndrome (HIES, “Job's syndrome”) are identified in the STAT3 gene (46).@(((:tag . "RB") (:stem . "importantly") (:form . "Importantly") (:end . 11)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 43))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 15) (:start . 13)\n (:id . 44))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 19) (:start . 16)\n (:id . 45))\n ((:tag . "VBN") (:stem . "be") (:form . "been") (:end . 24) (:start . 20)\n (:id . 46))\n ((:tag . "VBN") (:stem . "show") (:form . 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(:end . 149) (:start . 148)\n (:id . 73)))@@@1@32@((:hcues ((:id . :x1.160.1) (:span 46 54)))\n (:hscopes ((:id . :x1.160.1) (:span 46 110)))\n (:identifiers (:sid . :s1.160) (:did . :pmc2596867) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500160@unknown@formal@none@1@S@Purified naive CD4+ T cells from HIES individuals can not differentiate into Th17 cells in vitro and have lower expression of RORγt (46), suggesting that Stat3 signaling is also a crucial factor for the generation of human Th17 cells.@(((:tag . "VBN") (:stem . "purify") (:form . "Purified") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "JJ") (:stem . "naive") (:form . "naive") (:end . 14) (:start . 9)\n (:id . 43))\n ((:tag . "JJ") (:stem . "cd4+") (:form . "CD4+") (:end . 19) (:start . 15)\n (:id . 44))\n ((:tag . "NN") (:stem . "t") (:form . "T") (:end . 21) (:start . 20)\n (:id . 45))\n ((:tag . "NNS") (:stem . "cell") (:form . 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(:end . 234) (:start . 233)\n (:id . 84)))@@@1@43@((:hcues ((:id . :x1.161.1) (:span 138 148)))\n (:hscopes ((:id . :x1.161.1) (:span 138 233)))\n (:identifiers (:sid . :s1.161) (:did . :pmc2596867) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500161@unknown@formal@none@1@S@Th17 cells in autoimmune diseases@(((:tag . "NN") (:stem . "th17") (:form . "Th17") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "cell") (:form . "cells") (:end . 10) (:start . 5)\n (:id . 43))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 13) (:start . 11)\n (:id . 44))\n ((:tag . "JJ") (:stem . "autoimmune") (:form . "autoimmune") (:end . 24)\n (:start . 14) (:id . 45))\n ((:tag . "NNS") (:stem . "disease") (:form . 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(:end . 144) (:start . 143)\n (:id . 67)))@@@1@26@((:hcues ((:id . :x1.189.1) (:span 28 35)))\n (:hscopes ((:id . :x1.189.1) (:span 28 143)))\n (:identifiers (:sid . :s1.189) (:did . :pmc2596867) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500189@unknown@formal@none@1@S@More studies will shed light on the validity of anti-IL-17 therapy.@(((:tag . "JJR") (:stem . "more") (:form . "More") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "study") (:form . "studies") (:end . 12)\n (:start . 5) (:id . 43))\n ((:tag . "MD") (:stem . "will") (:form . "will") (:end . 17) (:start . 13)\n (:id . 44))\n ((:tag . "VB") (:stem . "shed") (:form . "shed") (:end . 22) (:start . 18)\n (:id . 45))\n ((:tag . "NN") (:stem . "light") (:form . "light") (:end . 28) (:start . 23)\n (:id . 46))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 31) (:start . 29)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . 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(:end . 97) (:start . 96)\n (:id . 60)))@@@1@19@((:hcues ((:id . :x1.206.1) (:span 29 36)))\n (:hscopes ((:id . :x1.206.1) (:span 29 96)))\n (:identifiers (:sid . :s1.206) (:did . :pmc2596867) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500206@unknown@formal@none@1@S@Concluding remarks@(((:tag . "VBG") (:stem . "conclude") (:form . "Concluding") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "remark") (:form . "remarks") (:end . 18)\n (:start . 11) (:id . 43)))@@@1@2@((:identifiers (:sid . :s1.207) (:did . :pmc2596867) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5500207@unknown@formal@none@1@S@The past four years have witnessed major revisions of our views on the lineage commitment of helper T cells.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "past") (:form . 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(:end . 108) (:start . 107)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s1.208) (:did . :pmc2596867) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500208@unknown@formal@none@1@S@The conventional Th1/Th2 dichotomy has been replaced by more complex multi-lineage models which do a much better job of explaining the pathogenesis of autoimmunity (Fig. 1).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "conventional") (:form . "conventional") (:end . 16)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "th1/th2") (:form . "Th1/Th2") (:end . 24)\n (:start . 17) (:id . 44))\n ((:tag . "NN") (:stem . "dichotomy") (:form . "dichotomy") (:end . 34)\n (:start . 25) (:id . 45))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 38) (:start . 35)\n (:id . 46))\n ((:tag . "VBN") (:stem . "be") (:form . "been") (:end . 43) (:start . 39)\n (:id . 47))\n ((:tag . 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"cell") (:form . "cells") (:end . 28) (:start . 23)\n (:id . 47))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 32) (:start . 29)\n (:id . 48))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 36) (:start . 33)\n (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 39) (:start . 37)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 43) (:start . 40)\n (:id . 51))\n ((:tag . "RBR") (:stem . "more") (:form . "more") (:end . 48) (:start . 44)\n (:id . 52))\n ((:tag . "JJ") (:stem . "important") (:form . "important") (:end . 58)\n (:start . 49) (:id . 53))\n ((:tag . "NNS") (:stem . "villain") (:form . "villains") (:end . 67)\n (:start . 59) (:id . 54))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 70) (:start . 68)\n (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 74) (:start . 71)\n (:id . 56))\n ((:tag . "NN") (:stem . "pathogenesis") (:form . "pathogenesis") (:end . 87)\n (:start . 75) (:id . 57))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 90) (:start . 88)\n (:id . 58))\n ((:tag . "JJ") (:stem . "autoimmune") (:form . "autoimmune") (:end . 101)\n (:start . 91) (:id . 59))\n ((:tag . "NNS") (:stem . "disease") (:form . "diseases") (:end . 110)\n (:start . 102) (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 111) (:start . 110)\n (:id . 61)))@@@1@20@((:hcues ((:id . :x1.210.1) (:span 7 12)))\n (:hscopes ((:id . :x1.210.1) (:span 7 110)))\n (:identifiers (:sid . :s1.210) (:did . :pmc2596867) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500210@unknown@formal@none@1@S@However, it is of note that they are also essential for host defense against extracellular bacteria.@(((:tag . "RB") (:stem . "however") (:form . "However") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . 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"NN") (:stem . "defense") (:form . "defense") (:end . 68)\n (:start . 61) (:id . 55))\n ((:tag . "IN") (:stem . "against") (:form . "against") (:end . 76)\n (:start . 69) (:id . 56))\n ((:tag . "JJ") (:stem . "extracellular") (:form . "extracellular")\n (:end . 90) (:start . 77) (:id . 57))\n ((:tag . "NNS") (:stem . "bacteria") (:form . "bacteria") (:end . 99)\n (:start . 91) (:id . 58))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 100) (:start . 99)\n (:id . 59)))@@@1@18@((:identifiers (:sid . :s1.211) (:did . :pmc2596867) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500211@unknown@formal@none@1@S@Therefore, the challenge will be to keep Th17 function in check to control autoimmunity, while maintaining host defense at the same time.@(((:tag . "RB") (:stem . "therefore") (:form . "Therefore") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 10) (:start . 9)\n (:id . 43))\n ((:tag . 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"same") (:end . 131) (:start . 127)\n (:id . 64))\n ((:tag . "NN") (:stem . "time") (:form . "time") (:end . 136) (:start . 132)\n (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 137) (:start . 136)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s1.212) (:did . :pmc2596867) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500212@unknown@formal@none@1@S@In this regard, we still need to learn what are the most critical factors for Th17 differentiation.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "regard") (:form . "regard") (:end . 14) (:start . 8)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 15) (:start . 14)\n (:id . 45))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 18) (:start . 16)\n (:id . 46))\n ((:tag . "RB") (:stem . "still") (:form . 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"th17") (:form . "Th17") (:end . 82) (:start . 78)\n (:id . 58))\n ((:tag . "NN") (:stem . "differentiation") (:form . "differentiation")\n (:end . 98) (:start . 83) (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 99) (:start . 98)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s1.213) (:did . :pmc2596867) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500213@unknown@formal@none@1@S@We also need to better understand which human autoimmune diseases are truly mediated by IL-17 and, by extension, which diseases will benefit most from anti-IL-17 therapy.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "VBP") (:stem . "need") (:form . "need") (:end . 12) (:start . 8)\n (:id . 44))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 15) (:start . 13)\n (:id . 45))\n ((:tag . "RBR") (:stem . 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"IN") (:stem . "from") (:form . "from") (:end . 150) (:start . 146)\n (:id . 67))\n ((:tag . "JJ") (:stem . "anti-il-17") (:form . "anti-IL-17") (:end . 161)\n (:start . 151) (:id . 68))\n ((:tag . "NN") (:stem . "therapy") (:form . "therapy") (:end . 169)\n (:start . 162) (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 170) (:start . 169)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s1.214) (:did . :pmc2596867) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500214@unknown@formal@none@1@S@With the current pace of investigations on Th17, this field has a great potential for advances.@(((:tag . "IN") (:stem . "with") (:form . "With") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 8) (:start . 5)\n (:id . 43))\n ((:tag . "JJ") (:stem . "current") (:form . "current") (:end . 16)\n (:start . 9) (:id . 44))\n ((:tag . "NN") (:stem . "pace") (:form . 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"potential") (:form . "potential") (:end . 81)\n (:start . 72) (:id . 56))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 85) (:start . 82)\n (:id . 57))\n ((:tag . "NNS") (:stem . "advance") (:form . "advances") (:end . 94)\n (:start . 86) (:id . 58))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 95) (:start . 94)\n (:id . 59)))@@@1@18@((:identifiers (:sid . :s1.215) (:did . :pmc2596867) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500215@unknown@formal@none@1@S@There is no doubt that IL-17 and the other proinflammatory cytokines are likely to be relevant therapeutic targets in the treatment of human autoimmune diseases.@(((:tag . "EX") (:stem . "there") (:form . "There") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 8) (:start . 6)\n (:id . 43))\n ((:tag . "DT") (:stem . "no") (:form . "no") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "NN") (:stem . 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"autoimmune") (:end . 151)\n (:start . 141) (:id . 65))\n ((:tag . "NNS") (:stem . "disease") (:form . "diseases") (:end . 160)\n (:start . 152) (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 161) (:start . 160)\n (:id . 67)))@@@1@26@((:hcues ((:id . :x1.216.1) (:span 73 79)))\n (:hscopes ((:id . :x1.216.1) (:span 23 160)))\n (:identifiers (:sid . :s1.216) (:did . :pmc2596867) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500216@unknown@formal@none@1@S@Estrogen directly activates AID transcription and function@(((:tag . "NNP") (:stem . "Estrogen") (:form . "Estrogen") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "RB") (:stem . "directly") (:form . "directly") (:end . 17)\n (:start . 9) (:id . 43))\n ((:tag . "VBZ") (:stem . "activate") (:form . "activates") (:end . 27)\n (:start . 18) (:id . 44))\n ((:tag . "NN") (:stem . "aid") (:form . "AID") (:end . 31) (:start . 28)\n (:id . 45))\n ((:tag . "NN") (:stem . 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(:end . 111) (:start . 110)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s2.15) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500231@unknown@formal@none@1@S@The resulting dU:dG lesion can be recognized by several different DNA repair pathways to create the aforementioned antibody diversifications.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "VBG") (:stem . "result") (:form . "resulting") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "JJ") (:stem . "dU:dG") (:form . "dU:dG") (:end . 19) (:start . 14)\n (:id . 44))\n ((:tag . "NN") (:stem . "lesion") (:form . "lesion") (:end . 26)\n (:start . 20) (:id . 45))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 30) (:start . 27)\n (:id . 46))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 33) (:start . 31)\n (:id . 47))\n ((:tag . "VBN") (:stem . "recognize") (:form . 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"RESULTS") (:end . 7)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s2.36) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5500252@unknown@formal@none@1@S@Differential effect of sex hormones on AID mRNA@(((:tag . "JJ") (:stem . "differential") (:form . "Differential") (:end . 12)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "effect") (:form . "effect") (:end . 19)\n (:start . 13) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 22) (:start . 20)\n (:id . 44))\n ((:tag . "NN") (:stem . "sex") (:form . "sex") (:end . 26) (:start . 23)\n (:id . 45))\n ((:tag . "NNS") (:stem . "hormone") (:form . "hormones") (:end . 35)\n (:start . 27) (:id . 46))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 38) (:start . 36)\n (:id . 47))\n ((:tag . "NNP") (:stem . "AID") (:form . "AID") (:end . 42) (:start . 39)\n (:id . 48))\n ((:tag . "NNP") (:stem . "mRNA") (:form . 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(:end . 221) (:start . 220)\n (:id . 82)))@@@1@41@((:identifiers (:sid . :s2.39) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500255@unknown@formal@none@1@S@Progesterone addition reduced AID mRNA levels by fivefold, as revealed by quantitative real-time PCR (qRT-PCR; Fig. 1 A).@(((:tag . "NNP") (:stem . "Progesterone") (:form . "Progesterone") (:end . 12)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "addition") (:form . "addition") (:end . 21)\n (:start . 13) (:id . 43))\n ((:tag . "VBD") (:stem . "reduce") (:form . "reduced") (:end . 29)\n (:start . 22) (:id . 44))\n ((:tag . "NN") (:stem . "aid") (:form . "AID") (:end . 33) (:start . 30)\n (:id . 45))\n ((:tag . "NN") (:stem . "mrna") (:form . "mRNA") (:end . 38) (:start . 34)\n (:id . 46))\n ((:tag . "NNS") (:stem . "level") (:form . "levels") (:end . 45)\n (:start . 39) (:id . 47))\n ((:tag . "IN") (:stem . "by") (:form . 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"elements") (:end . 278)\n (:start . 270) (:id . 87))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 279) (:start . 278)\n (:id . 88)))@@@1@47@((:hcues ((:id . :x2.81.1) (:span 208 219)))\n (:hscopes ((:id . :x2.81.1) (:span 208 278)))\n (:identifiers (:sid . :s2.81) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500297@unknown@formal@none@1@S@When compared with DMSO treatment, estrogen responsiveness was most significant with Fragment C, indicating that this contained the predominant estrogen-responsive DNA element.@(((:tag . "WRB") (:stem . "when") (:form . "When") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "VBN") (:stem . "compare") (:form . "compared") (:end . 13)\n (:start . 5) (:id . 43))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 18) (:start . 14)\n (:id . 44))\n ((:tag . "NNP") (:stem . "DMSO") (:form . "DMSO") (:end . 23) (:start . 19)\n (:id . 45))\n ((:tag . "NN") (:stem . 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(:end . 176) (:start . 175)\n (:id . 66)))@@@1@25@((:hcues ((:id . :x2.82.1) (:span 97 112)))\n (:hscopes ((:id . :x2.82.1) (:span 97 175)))\n (:identifiers (:sid . :s2.82) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500298@unknown@formal@none@1@S@Comparable to the mRNA production of AID in B cells, Fragment C also responded in a dose-dependent manner to estrogen (Fig. 2 C).@(((:tag . "JJ") (:stem . "comparable") (:form . "Comparable") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 13) (:start . 11)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 17) (:start . 14)\n (:id . 44))\n ((:tag . "NN") (:stem . "mrna") (:form . "mRNA") (:end . 22) (:start . 18)\n (:id . 45))\n ((:tag . "NN") (:stem . "production") (:form . "production") (:end . 33)\n (:start . 23) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . 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(:end . 129) (:start . 128)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s2.83) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500299@unknown@formal@none@1@S@Aside from the putative ERE, Fragment C also harbored the two published NF-κB binding sites (24).@(((:tag . "RB") (:stem . "aside") (:form . "Aside") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 10) (:start . 6)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 14) (:start . 11)\n (:id . 44))\n ((:tag . "JJ") (:stem . "putative") (:form . "putative") (:end . 23)\n (:start . 15) (:id . 45))\n ((:tag . "NN") (:stem . "ere") (:form . "ERE") (:end . 27) (:start . 24)\n (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 28) (:start . 27)\n (:id . 47))\n ((:tag . "NNP") (:stem . "Fragment") (:form . "Fragment") (:end . 37)\n (:start . 29) (:id . 48))\n ((:tag . "NNP") (:stem . 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(:end . 163) (:start . 162)\n (:id . 67)))@@@1@26@((:hcues ((:id . :x2.85.1) (:span 114 119)))\n (:hscopes ((:id . :x2.85.1) (:span 114 162)))\n (:identifiers (:sid . :s2.85) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500301@unknown@formal@none@1@S@To more directly stimulate the NF-κB pathway in SiHa cells, we used the cell-autonomous activator TNF-α (Fig. 2 C).@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "RBR") (:stem . "more") (:form . "more") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "RB") (:stem . "directly") (:form . "directly") (:end . 16)\n (:start . 8) (:id . 44))\n ((:tag . "VB") (:stem . "stimulate") (:form . "stimulate") (:end . 26)\n (:start . 17) (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 30) (:start . 27)\n (:id . 46))\n ((:tag . "NNP") (:stem . "NF-κB") (:form . 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(:end . 115) (:start . 114)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s2.86) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500302@unknown@formal@none@1@S@Interestingly, aside from the synergy (e.g., 10-9 M), the two maxima of the dose response were offset (TNF-γ treated, 10-9 M; untreated, 10-7 M), indicating a higher complexity of the two interacting pathways.@(((:tag . "RB") (:stem . "interestingly") (:form . "Interestingly")\n (:end . 13) (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 14) (:start . 13)\n (:id . 43))\n ((:tag . "RB") (:stem . "aside") (:form . "aside") (:end . 20) (:start . 15)\n (:id . 44))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 25) (:start . 21)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 29) (:start . 26)\n (:id . 46))\n ((:tag . "NN") (:stem . "synergy") (:form . 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(:end . 209) (:start . 208)\n (:id . 86)))@@@1@45@((:identifiers (:sid . :s2.87) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500303@unknown@formal@none@1@S@To demonstrate independence of the two pathways, we analyzed the response of Fragment C to treatment with TNF-α and estrogen upon cotransfection of the dominant-negative mutant of IκBα (IκBα S32A/S36A dominant mutant [IκBα-mt]), which is known to inhibit the release of NF-κB from the cytoplasm into the nucleus after stimulation.@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VB") (:stem . "demonstrate") (:form . "demonstrate") (:end . 14)\n (:start . 3) (:id . 43))\n ((:tag . "NN") (:stem . "independence") (:form . "independence") (:end . 27)\n (:start . 15) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 30) (:start . 28)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . 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(:end . 330) (:start . 329)\n (:id . 98)))@@@1@57@((:identifiers (:sid . :s2.88) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500304@unknown@formal@none@1@S@As shown in Fig. 2 D, the TNF-α activation was inhibited in the presence of IκBα-mt, yet estrogen was able to independently activate the transcription.@(((:tag . "IN") (:stem . "as") (:form . "As") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBN") (:stem . "show") (:form . "shown") (:end . 8) (:start . 3)\n (:id . 43))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "NNP") (:stem . "Fig.") (:form . "Fig.") (:end . 16) (:start . 12)\n (:id . 45))\n ((:tag . "CD") (:stem . "2") (:form . "2") (:end . 18) (:start . 17)\n (:id . 46))\n ((:tag . "NNP") (:stem . "D") (:form . "D") (:end . 20) (:start . 19)\n (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 21) (:start . 20)\n (:id . 48))\n ((:tag . 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(:end . 151) (:start . 150)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s2.89) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500305@unknown@formal@none@1@S@This indicated that in the AID promoter, the NF-κB site and its proximal ERE could act independently as well as synergistically.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "indicate") (:form . "indicated") (:end . 14)\n (:start . 5) (:id . 43))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 19) (:start . 15)\n (:id . 44))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 22) (:start . 20)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 26) (:start . 23)\n (:id . 46))\n ((:tag . "NNP") (:stem . "AID") (:form . "AID") (:end . 30) (:start . 27)\n (:id . 47))\n ((:tag . "NN") (:stem . "promoter") (:form . 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"independently") (:form . "independently")\n (:end . 100) (:start . 87) (:id . 59))\n ((:tag . "RB") (:stem . "as") (:form . "as") (:end . 103) (:start . 101)\n (:id . 60))\n ((:tag . "RB") (:stem . "well") (:form . "well") (:end . 108) (:start . 104)\n (:id . 61))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 111) (:start . 109)\n (:id . 62))\n ((:tag . "RB") (:stem . "synergistically") (:form . "synergistically")\n (:end . 127) (:start . 112) (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 128) (:start . 127)\n (:id . 64)))@@@1@23@((:hcues ((:id . :x2.90.1) (:span 5 19)))\n (:hscopes ((:id . :x2.90.1) (:span 0 127)))\n (:identifiers (:sid . :s2.90) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500306@unknown@formal@none@1@S@Human AID promoter analysis for hormone response elements.@(((:tag . "JJ") (:stem . "human") (:form . "Human") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . 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(:end . 58) (:start . 57)\n (:id . 50)))@@@1@9@((:identifiers (:sid . :s2.91) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5500307@unknown@formal@none@1@S@(A) Schematic representation of potential EREs (square) and NF-κB sites (circle) and their respective locations in the human promoter.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "a") (:form . "A") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "JJ") (:stem . "schematic") (:form . "Schematic") (:end . 13)\n (:start . 4) (:id . 45))\n ((:tag . "NN") (:stem . "representation") (:form . "representation")\n (:end . 28) (:start . 14) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 31) (:start . 29)\n (:id . 47))\n ((:tag . "JJ") (:stem . "potential") (:form . 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"and") (:end . 84) (:start . 81)\n (:id . 59))\n ((:tag . "PRP$") (:stem . "their") (:form . "their") (:end . 90)\n (:start . 85) (:id . 60))\n ((:tag . "JJ") (:stem . "respective") (:form . "respective") (:end . 101)\n (:start . 91) (:id . 61))\n ((:tag . "NNS") (:stem . "location") (:form . "locations") (:end . 111)\n (:start . 102) (:id . 62))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 114) (:start . 112)\n (:id . 63))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 118) (:start . 115)\n (:id . 64))\n ((:tag . "JJ") (:stem . "human") (:form . "human") (:end . 124)\n (:start . 119) (:id . 65))\n ((:tag . "NN") (:stem . "promoter") (:form . "promoter") (:end . 133)\n (:start . 125) (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 134) (:start . 133)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s2.92) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5500308@unknown@formal@none@1@S@The indicated promoter regions (marked A–E) were inserted into a luciferase reporter construct with a minimal promoter.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "VBN") (:stem . "indicate") (:form . "indicated") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "promoter") (:form . "promoter") (:end . 22)\n (:start . 14) (:id . 44))\n ((:tag . "NNS") (:stem . "region") (:form . "regions") (:end . 30)\n (:start . 23) (:id . 45))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 32) (:start . 31)\n (:id . 46))\n ((:tag . "JJ") (:stem . "marked") (:form . "marked") (:end . 38)\n (:start . 32) (:id . 47))\n ((:tag . "NNP") (:stem . "A–E") (:form . 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"JJ") (:stem . "minimal") (:form . "minimal") (:end . 109)\n (:start . 102) (:id . 59))\n ((:tag . "NN") (:stem . "promoter") (:form . "promoter") (:end . 118)\n (:start . 110) (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 119) (:start . 118)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s2.93) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5500309@unknown@formal@none@1@S@The vectors were transfected into SiHa cells, incubated for 24 h, treated for 4 h with hormones or TNF-α, and analyzed for luciferase activity.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "vector") (:form . "vectors") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 16) (:start . 12)\n (:id . 44))\n ((:tag . "VBN") (:stem . "transfecte") (:form . "transfected") (:end . 28)\n (:start . 17) (:id . 45))\n ((:tag . "IN") (:stem . "into") (:form . "into") (:end . 33) (:start . 29)\n (:id . 46))\n ((:tag . "NNP") (:stem . "SiHa") (:form . "SiHa") (:end . 38) (:start . 34)\n (:id . 47))\n ((:tag . "NNS") (:stem . "cell") (:form . "cells") (:end . 44) (:start . 39)\n (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 45) (:start . 44)\n (:id . 49))\n ((:tag . "VBN") (:stem . "incubate") (:form . "incubated") (:end . 55)\n (:start . 46) (:id . 50))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 59) (:start . 56)\n (:id . 51))\n ((:tag . "CD") (:stem . "24") (:form . "24") (:end . 62) (:start . 60)\n (:id . 52))\n ((:tag . "NN") (:stem . "h") (:form . "h") (:end . 64) (:start . 63)\n (:id . 53))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 65) (:start . 64)\n (:id . 54))\n ((:tag . "VBN") (:stem . "treat") (:form . "treated") (:end . 73)\n (:start . 66) (:id . 55))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 77) (:start . 74)\n (:id . 56))\n ((:tag . "CD") (:stem . "4") (:form . "4") (:end . 79) (:start . 78)\n (:id . 57))\n ((:tag . "NN") (:stem . "h") (:form . "h") (:end . 81) (:start . 80)\n (:id . 58))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 86) (:start . 82)\n (:id . 59))\n ((:tag . "NNS") (:stem . "hormone") (:form . "hormones") (:end . 95)\n (:start . 87) (:id . 60))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 98) (:start . 96)\n (:id . 61))\n ((:tag . "NN") (:stem . "tnf-α") (:form . "TNF-α") (:end . 104) (:start . 99)\n (:id . 62))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 105) (:start . 104)\n (:id . 63))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 109) (:start . 106)\n (:id . 64))\n ((:tag . "VBN") (:stem . "analyze") (:form . "analyzed") (:end . 118)\n (:start . 110) (:id . 65))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 122) (:start . 119)\n (:id . 66))\n ((:tag . "NN") (:stem . "luciferase") (:form . "luciferase") (:end . 133)\n (:start . 123) (:id . 67))\n ((:tag . "NN") (:stem . "activity") (:form . "activity") (:end . 142)\n (:start . 134) (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 143) (:start . 142)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s2.94) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5500310@unknown@formal@none@1@S@(B) Relative luciferase activity after estrogen treatment.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "B") (:form . "B") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "JJ") (:stem . "relative") (:form . "Relative") (:end . 12)\n (:start . 4) (:id . 45))\n ((:tag . "NN") (:stem . "luciferase") (:form . "luciferase") (:end . 23)\n (:start . 13) (:id . 46))\n ((:tag . "NN") (:stem . "activity") (:form . "activity") (:end . 32)\n (:start . 24) (:id . 47))\n ((:tag . "IN") (:stem . "after") (:form . "after") (:end . 38) (:start . 33)\n (:id . 48))\n ((:tag . "NN") (:stem . "estrogen") (:form . "estrogen") (:end . 47)\n (:start . 39) (:id . 49))\n ((:tag . "NN") (:stem . "treatment") (:form . "treatment") (:end . 57)\n (:start . 48) (:id . 50))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 58) (:start . 57)\n (:id . 51)))@@@1@10@((:identifiers (:sid . :s2.95) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5500311@unknown@formal@none@1@S@Cells were transfected with constructs containing AID promoter fragments and treated with estrogen for 4 h.@(((:tag . "NNS") (:stem . "cell") (:form . "Cells") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 10) (:start . 6)\n (:id . 43))\n ((:tag . "VBN") (:stem . "transfecte") (:form . "transfected") (:end . 22)\n (:start . 11) (:id . 44))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 27) (:start . 23)\n (:id . 45))\n ((:tag . "NNS") (:stem . "construct") (:form . "constructs") (:end . 38)\n (:start . 28) (:id . 46))\n ((:tag . "VBG") (:stem . "contain") (:form . "containing") (:end . 49)\n (:start . 39) (:id . 47))\n ((:tag . "NNP") (:stem . "AID") (:form . "AID") (:end . 53) (:start . 50)\n (:id . 48))\n ((:tag . "NN") (:stem . "promoter") (:form . "promoter") (:end . 62)\n (:start . 54) (:id . 49))\n ((:tag . "NNS") (:stem . "fragment") (:form . "fragments") (:end . 72)\n (:start . 63) (:id . 50))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 76) (:start . 73)\n (:id . 51))\n ((:tag . "VBN") (:stem . "treat") (:form . "treated") (:end . 84)\n (:start . 77) (:id . 52))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 89) (:start . 85)\n (:id . 53))\n ((:tag . "NN") (:stem . "estrogen") (:form . "estrogen") (:end . 98)\n (:start . 90) (:id . 54))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 102) (:start . 99)\n (:id . 55))\n ((:tag . "CD") (:stem . "4") (:form . "4") (:end . 104) (:start . 103)\n (:id . 56))\n ((:tag . "NN") (:stem . "h") (:form . "h") (:end . 106) (:start . 105)\n (:id . 57))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 107) (:start . 106)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s2.96) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5500312@unknown@formal@none@1@S@(C) Effect of TNF-α and estrogen on the human AID promoter.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "C") (:form . "C") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "NN") (:stem . "effect") (:form . 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(:end . 59) (:start . 58)\n (:id . 55)))@@@1@14@((:identifiers (:sid . :s2.97) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500313@unknown@formal@none@1@S@Expression construct with an AID promoter region containing NF-κB sites and putative ERE (Fragment C) were transfected into cells, followed by TNF-α and/or estrogen treatment for 4 h.@(((:tag . "NN") (:stem . "expression") (:form . "Expression") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "construct") (:form . "construct") (:end . 20)\n (:start . 11) (:id . 43))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 25) (:start . 21)\n (:id . 44))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 28) (:start . 26)\n (:id . 45))\n ((:tag . "NNP") (:stem . "AID") (:form . "AID") (:end . 32) (:start . 29)\n (:id . 46))\n ((:tag . "NN") (:stem . "promoter") (:form . "promoter") (:end . 41)\n (:start . 33) (:id . 47))\n ((:tag . "NN") (:stem . "region") (:form . "region") (:end . 48)\n (:start . 42) (:id . 48))\n ((:tag . "VBG") (:stem . "contain") (:form . "containing") (:end . 59)\n (:start . 49) (:id . 49))\n ((:tag . "NNP") (:stem . "NF-κB") (:form . "NF-κB") (:end . 65) (:start . 60)\n (:id . 50))\n ((:tag . "NNS") (:stem . "site") (:form . "sites") (:end . 71) (:start . 66)\n (:id . 51))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 75) (:start . 72)\n (:id . 52))\n ((:tag . "JJ") (:stem . "putative") (:form . "putative") (:end . 84)\n (:start . 76) (:id . 53))\n ((:tag . "NNP") (:stem . "ERE") (:form . "ERE") (:end . 88) (:start . 85)\n (:id . 54))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 90) (:start . 89)\n (:id . 55))\n ((:tag . "NNP") (:stem . "Fragment") (:form . "Fragment") (:end . 98)\n (:start . 90) (:id . 56))\n ((:tag . "NNP") (:stem . "C") (:form . "C") (:end . 100) (:start . 99)\n (:id . 57))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 101) (:start . 100)\n (:id . 58))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 106) (:start . 102)\n (:id . 59))\n ((:tag . "VBN") (:stem . "transfecte") (:form . "transfected") (:end . 118)\n (:start . 107) (:id . 60))\n ((:tag . "IN") (:stem . "into") (:form . "into") (:end . 123) (:start . 119)\n (:id . 61))\n ((:tag . "NNS") (:stem . "cell") (:form . "cells") (:end . 129)\n (:start . 124) (:id . 62))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 130) (:start . 129)\n (:id . 63))\n ((:tag . "VBN") (:stem . "follow") (:form . "followed") (:end . 139)\n (:start . 131) (:id . 64))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 142) (:start . 140)\n (:id . 65))\n ((:tag . "NN") (:stem . "tnf-α") (:form . "TNF-α") (:end . 148)\n (:start . 143) (:id . 66))\n ((:tag . "CC") (:stem . "and/or") (:form . "and/or") (:end . 155)\n (:start . 149) (:id . 67))\n ((:tag . "NN") (:stem . "estrogen") (:form . "estrogen") (:end . 164)\n (:start . 156) (:id . 68))\n ((:tag . "NN") (:stem . "treatment") (:form . "treatment") (:end . 174)\n (:start . 165) (:id . 69))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 178) (:start . 175)\n (:id . 70))\n ((:tag . "CD") (:stem . "4") (:form . "4") (:end . 180) (:start . 179)\n (:id . 71))\n ((:tag . "NN") (:stem . "h") (:form . "h") (:end . 182) (:start . 181)\n (:id . 72))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 183) (:start . 182)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s2.98) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5500314@unknown@formal@none@1@S@(D) Estrogen can act independently from NF-κB.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "D") (:form . "D") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "NNP") (:stem . "Estrogen") (:form . "Estrogen") (:end . 12)\n (:start . 4) (:id . 45))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 16) (:start . 13)\n (:id . 46))\n ((:tag . "VB") (:stem . "act") (:form . "act") (:end . 20) (:start . 17)\n (:id . 47))\n ((:tag . "RB") (:stem . "independently") (:form . "independently")\n (:end . 34) (:start . 21) (:id . 48))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 39) (:start . 35)\n (:id . 49))\n ((:tag . "NNP") (:stem . "NF-κB") (:form . "NF-κB") (:end . 45) (:start . 40)\n (:id . 50))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 46) (:start . 45)\n (:id . 51)))@@@1@10@((:identifiers (:sid . :s2.99) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500315@unknown@formal@none@1@S@Cells were cotransfected with Fragment C and an IκBα-mt expression vector.@(((:tag . "NNS") (:stem . "cell") (:form . "Cells") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 10) (:start . 6)\n (:id . 43))\n ((:tag . "VBN") (:stem . "cotransfecte") (:form . "cotransfected")\n (:end . 24) (:start . 11) (:id . 44))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 29) (:start . 25)\n (:id . 45))\n ((:tag . "NNP") (:stem . "Fragment") (:form . "Fragment") (:end . 38)\n (:start . 30) (:id . 46))\n ((:tag . "NNP") (:stem . "C") (:form . "C") (:end . 40) (:start . 39)\n (:id . 47))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 44) (:start . 41)\n (:id . 48))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 47) (:start . 45)\n (:id . 49))\n ((:tag . "JJ") (:stem . "iκbα-mt") (:form . "IκBα-mt") (:end . 55)\n (:start . 48) (:id . 50))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 66)\n (:start . 56) (:id . 51))\n ((:tag . "NN") (:stem . "vector") (:form . "vector") (:end . 73)\n (:start . 67) (:id . 52))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 74) (:start . 73)\n (:id . 53)))@@@1@12@((:identifiers (:sid . :s2.100) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5500316@unknown@formal@none@1@S@After 24 h, cells were treated with TNF-α and/or 100 nM estrogen for 4 h.@(((:tag . "IN") (:stem . "after") (:form . "After") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "CD") (:stem . "24") (:form . "24") (:end . 8) (:start . 6)\n (:id . 43))\n ((:tag . "NN") (:stem . "h") (:form . "h") (:end . 10) (:start . 9)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 11) (:start . 10)\n (:id . 45))\n ((:tag . "NNS") (:stem . "cell") (:form . "cells") (:end . 17) (:start . 12)\n (:id . 46))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 22) (:start . 18)\n (:id . 47))\n ((:tag . "VBN") (:stem . "treat") (:form . 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(:end . 73) (:start . 72)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s2.101) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5500317@unknown@formal@none@1@S@Timelines of cell treatments are indicated below the graphs.@(((:tag . "NNS") (:stem . "timeline") (:form . "Timelines") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 12) (:start . 10)\n (:id . 43))\n ((:tag . "NN") (:stem . "cell") (:form . "cell") (:end . 17) (:start . 13)\n (:id . 44))\n ((:tag . "NNS") (:stem . "treatment") (:form . "treatments") (:end . 28)\n (:start . 18) (:id . 45))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 32) (:start . 29)\n (:id . 46))\n ((:tag . "VBN") (:stem . "indicate") (:form . "indicated") (:end . 42)\n (:start . 33) (:id . 47))\n ((:tag . "IN") (:stem . "below") (:form . "below") (:end . 48) (:start . 43)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . 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(:end . 16) (:start . 15)\n (:id . 46)))@@@1@5@((:identifiers (:sid . :s2.103) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5500319@unknown@formal@none@1@S@ERE binding in B cell extracts@(((:tag . "NN") (:stem . "ere") (:form . "ERE") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "binding") (:form . "binding") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 14) (:start . 12)\n (:id . 44))\n ((:tag . "NNP") (:stem . "B") (:form . "B") (:end . 16) (:start . 15)\n (:id . 45))\n ((:tag . "NN") (:stem . "cell") (:form . "cell") (:end . 21) (:start . 17)\n (:id . 46))\n ((:tag . "NNS") (:stem . "extract") (:form . "extracts") (:end . 30)\n (:start . 22) (:id . 47)))@@@1@6@((:identifiers (:sid . :s2.104) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5500320@unknown@formal@none@1@S@The transient transfection assay indicated that a predicted ERE was subject to estrogen regulation.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "transient") (:form . "transient") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "transfection") (:form . "transfection") (:end . 26)\n (:start . 14) (:id . 44))\n ((:tag . "NN") (:stem . "assay") (:form . "assay") (:end . 32) (:start . 27)\n (:id . 45))\n ((:tag . "VBD") (:stem . "indicate") (:form . "indicated") (:end . 42)\n (:start . 33) (:id . 46))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 47) (:start . 43)\n (:id . 47))\n ((:tag . "DT") (:stem . "a") (:form . 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(:end . 99) (:start . 98)\n (:id . 56)))@@@1@15@((:hcues ((:id . :x2.105.1) (:span 33 47)))\n (:hscopes ((:id . :x2.105.1) (:span 33 98)))\n (:identifiers (:sid . :s2.105) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500321@unknown@formal@none@1@S@Thus, we analyzed ER binding to the AID promoter and focused on the more widely expressed receptor subtype ERα.@(((:tag . "RB") (:stem . "thus") (:form . "Thus") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 5) (:start . 4) (:id . 43))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 8) (:start . 6)\n (:id . 44))\n ((:tag . "VBD") (:stem . "analyze") (:form . "analyzed") (:end . 17)\n (:start . 9) (:id . 45))\n ((:tag . "NN") (:stem . "er") (:form . "ER") (:end . 20) (:start . 18)\n (:id . 46))\n ((:tag . "VBG") (:stem . "bind") (:form . "binding") (:end . 28)\n (:start . 21) (:id . 47))\n ((:tag . "TO") (:stem . 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(:end . 180) (:start . 179)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s2.107) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500323@unknown@formal@none@1@S@For the biochemical analysis of the ER binding to the ERE, we focused on NF-κB proximal ERE of Fragment C.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "JJ") (:stem . "biochemical") (:form . "biochemical") (:end . 19)\n (:start . 8) (:id . 44))\n ((:tag . "NN") (:stem . "analysis") (:form . "analysis") (:end . 28)\n (:start . 20) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 31) (:start . 29)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 35) (:start . 32)\n (:id . 47))\n ((:tag . "NN") (:stem . "er") (:form . "ER") (:end . 38) (:start . 36)\n (:id . 48))\n ((:tag . 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"IN") (:stem . "of") (:form . "of") (:end . 94) (:start . 92)\n (:id . 60))\n ((:tag . "NNP") (:stem . "Fragment") (:form . "Fragment") (:end . 103)\n (:start . 95) (:id . 61))\n ((:tag . "NNP") (:stem . "C") (:form . "C") (:end . 105) (:start . 104)\n (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 106) (:start . 105)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s2.108) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500324@unknown@formal@none@1@S@A 34-bp fragment containing the 5'-most proposed ER binding site was incubated with untreated and treated extract (Fig. 3 B, lanes 2 and 3).@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "34-bp") (:form . "34-bp") (:end . 7) (:start . 2)\n (:id . 43))\n ((:tag . "NN") (:stem . "fragment") (:form . "fragment") (:end . 16)\n (:start . 8) (:id . 44))\n ((:tag . "VBG") (:stem . "contain") (:form . 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"and") (:form . "and") (:end . 136) (:start . 133)\n (:id . 66))\n ((:tag . "CD") (:stem . "3") (:form . "3") (:end . 138) (:start . 137)\n (:id . 67))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 139) (:start . 138)\n (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 140) (:start . 139)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s2.109) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500325@unknown@formal@none@1@S@The estrogen treatment clearly induced a protein that could bind the fragment (arrow), which was not induced when treating the B cells with TNF-α before extract preparation (lane 4).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "estrogen") (:form . "estrogen") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "treatment") (:form . "treatment") (:end . 22)\n (:start . 13) (:id . 44))\n ((:tag . 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"NF-κB") (:end . 149)\n (:start . 144) (:id . 68))\n ((:tag . "NN") (:stem . "site") (:form . "site") (:end . 154) (:start . 150)\n (:id . 69))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 155) (:start . 154)\n (:id . 70))\n ((:tag . "IN") (:stem . "after") (:form . "after") (:end . 161)\n (:start . 156) (:id . 71))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 165) (:start . 162)\n (:id . 72))\n ((:tag . "JJ") (:stem . "combined") (:form . "combined") (:end . 174)\n (:start . 166) (:id . 73))\n ((:tag . "NN") (:stem . "treatment") (:form . "treatment") (:end . 184)\n (:start . 175) (:id . 74))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 185) (:start . 184)\n (:id . 75))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 189) (:start . 186)\n (:id . 76))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 194) (:start . 190)\n (:id . 77))\n ((:tag . "JJ") (:stem . "unaffected") (:form . "unaffected") (:end . 205)\n (:start . 195) (:id . 78))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 206) (:start . 205)\n (:id . 79)))@@@1@38@((:hcues ((:id . :x2.134.1) (:span 102 104)))\n (:hscopes ((:id . :x2.134.1) (:span 102 205)))\n (:identifiers (:sid . :s2.134) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500350@unknown@formal@none@1@S@To that end, we probed the published NF-κB site (24) with our extracts.@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "that") (:form . "that") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "end") (:form . "end") (:end . 11) (:start . 8)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 45))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 15) (:start . 13)\n (:id . 46))\n ((:tag . "VBD") (:stem . "probe") (:form . 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"CC") (:stem . "vs.") (:form . "vs.") (:end . 121) (:start . 118)\n (:id . 67))\n ((:tag . "CD") (:stem . "5") (:form . "5") (:end . 123) (:start . 122)\n (:id . 68))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 124) (:start . 123)\n (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 125) (:start . 124)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s2.137) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500353@unknown@formal@none@1@S@This indicated that the respective treatments did not alter the general DNA-binding properties of ER or NF-κB proteins.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "indicate") (:form . "indicated") (:end . 14)\n (:start . 5) (:id . 43))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 19) (:start . 15)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . 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"of") (:end . 97) (:start . 95)\n (:id . 55))\n ((:tag . "NNP") (:stem . "ER") (:form . "ER") (:end . 100) (:start . 98)\n (:id . 56))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 103) (:start . 101)\n (:id . 57))\n ((:tag . "NNP") (:stem . "NF-κB") (:form . "NF-κB") (:end . 109)\n (:start . 104) (:id . 58))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 118)\n (:start . 110) (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 119) (:start . 118)\n (:id . 60)))@@@1@19@((:hcues ((:id . :x2.138.1) (:span 5 19)))\n (:hscopes ((:id . :x2.138.1) (:span 5 118)))\n (:identifiers (:sid . :s2.138) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500354@unknown@formal@none@1@S@Because the distance, on the AID promoter, between the ER and NF-κB sites was larger than our EMSA probes (i.e., neither probe contained both binding sites), we could not study the effect of cooperative binding.@(((:tag . "IN") (:stem . "because") (:form . "Because") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 11) (:start . 8)\n (:id . 43))\n ((:tag . "NN") (:stem . "distance") (:form . "distance") (:end . 20)\n (:start . 12) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 21) (:start . 20)\n (:id . 45))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 24) (:start . 22)\n (:id . 46))\n ((:tag . 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(:end . 126) (:start . 125)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s2.157) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500373@unknown@formal@none@1@S@The effects of estrogen on AID protein in DT40.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "effect") (:form . "effects") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 14) (:start . 12)\n (:id . 44))\n ((:tag . "NN") (:stem . "estrogen") (:form . "estrogen") (:end . 23)\n (:start . 15) (:id . 45))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 26) (:start . 24)\n (:id . 46))\n ((:tag . "NNP") (:stem . "AID") (:form . "AID") (:end . 30) (:start . 27)\n (:id . 47))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 38)\n (:start . 31) (:id . 48))\n ((:tag . "IN") (:stem . "in") (:form . 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(:end . 209) (:start . 208)\n (:id . 75)))@@@1@34@((:hcues ((:id . :x2.175.1) (:span 66 74)))\n (:hscopes ((:id . :x2.175.1) (:span 66 148)))\n (:identifiers (:sid . :s2.175) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500391@unknown@formal@none@1@S@One of the molecular intermediates during class switching is the generation of a looped-out circular DNA called a switch circle (Fig. S5, available at http://www.jem.org/cgi/content/full/jem.20080521/DC1).@(((:tag . "CD") (:stem . "one") (:form . "One") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 6) (:start . 4)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 10) (:start . 7)\n (:id . 44))\n ((:tag . "JJ") (:stem . "molecular") (:form . "molecular") (:end . 20)\n (:start . 11) (:id . 45))\n ((:tag . "NNS") (:stem . "intermediate") (:form . 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(:end . 192) (:start . 191)\n (:id . 77)))@@@1@36@((:identifiers (:sid . :s2.197) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500413@unknown@formal@none@1@S@A 3-wk estrogen treatment of Ramos HS13 (41), which possesses a premature stop codon embedded within the AID target motif WRC, showed enhanced surface Ig expression and VH SHM (Fig. 5 B and Fig. S6, available at http://www.jem.org/cgi/content/full/jem.20080521/DC1).@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "3-wk") (:form . "3-wk") (:end . 6) (:start . 2)\n (:id . 43))\n ((:tag . "NN") (:stem . "estrogen") (:form . "estrogen") (:end . 15)\n (:start . 7) (:id . 44))\n ((:tag . "NN") (:stem . "treatment") (:form . "treatment") (:end . 25)\n (:start . 16) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 28) (:start . 26)\n (:id . 46))\n ((:tag . "NNP") (:stem . "Ramos") (:form . 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(:end . 266) (:start . 265)\n (:id . 87)))@@@1@46@((:identifiers (:sid . :s2.198) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500414@unknown@formal@none@1@S@Because Ramos expresses constitutive amounts of AID, estrogen treatment did not enhance AID production substantially; thus, we used the ex vivo treatment of spleens as a means to detect mutations in the switch region (42).@(((:tag . "IN") (:stem . "because") (:form . "Because") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "Ramos") (:form . "Ramos") (:end . 13) (:start . 8)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "express") (:form . "expresses") (:end . 23)\n (:start . 14) (:id . 44))\n ((:tag . "JJ") (:stem . "constitutive") (:form . "constitutive") (:end . 36)\n (:start . 24) (:id . 45))\n ((:tag . "NNS") (:stem . "amount") (:form . "amounts") (:end . 44)\n (:start . 37) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . 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"region") (:end . 216)\n (:start . 210) (:id . 78))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 218) (:start . 217)\n (:id . 79))\n ((:tag . "CD") (:stem . "42") (:form . "42") (:end . 220) (:start . 218)\n (:id . 80))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 221) (:start . 220)\n (:id . 81))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 222) (:start . 221)\n (:id . 82)))@@@1@41@((:identifiers (:sid . :s2.199) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500415@unknown@formal@none@1@S@To this end, we treated LPS-activated splenic B cells with 10 nM estrogen for 6 d and sequenced the Sγ3 region.@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "end") (:form . "end") (:end . 11) (:start . 8)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . 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(:end . 111) (:start . 110)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s2.200) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500416@unknown@formal@none@1@S@Because AID+/- mice show a haploinsufficiency effect (43, 44), we used F1 spleens from an AID-/- and BALB/c cross for analysis, hypothesizing that the estrogen effect would be more pronounced.@(((:tag . "IN") (:stem . "because") (:form . "Because") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "JJ") (:stem . "aid+/-") (:form . "AID+/-") (:end . 14) (:start . 8)\n (:id . 43))\n ((:tag . "NNS") (:stem . "mouse") (:form . "mice") (:end . 19) (:start . 15)\n (:id . 44))\n ((:tag . "VBP") (:stem . "show") (:form . "show") (:end . 24) (:start . 20)\n (:id . 45))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 26) (:start . 25)\n (:id . 46))\n ((:tag . "NN") (:stem . "haploinsufficiency") (:form . 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(:end . 192) (:start . 191)\n (:id . 77)))@@@1@36@((:hcues ((:id . :x2.201.1) (:span 167 172))\n ((:id . :x2.201.2) (:span 128 141)))\n (:hscopes ((:id . :x2.201.1) (:span 147 191))\n ((:id . :x2.201.2) (:span 128 191)))\n (:identifiers (:sid . :s2.201) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500417@unknown@formal@none@1@S@As can be seen in Fig. 5 B and Fig. S7, there was a significant (P < 0.02) enhancement of mutation frequency in the switch region after estrogen treatment.@(((:tag . "IN") (:stem . "as") (:form . "As") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 9) (:start . 7)\n (:id . 44))\n ((:tag . "VBN") (:stem . "see") (:form . "seen") (:end . 14) (:start . 10)\n (:id . 45))\n ((:tag . "IN") (:stem . "in") (:form . 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"the") (:form . "the") (:end . 115) (:start . 112)\n (:id . 68))\n ((:tag . "NN") (:stem . "switch") (:form . "switch") (:end . 122)\n (:start . 116) (:id . 69))\n ((:tag . "NN") (:stem . "region") (:form . "region") (:end . 129)\n (:start . 123) (:id . 70))\n ((:tag . "IN") (:stem . "after") (:form . "after") (:end . 135)\n (:start . 130) (:id . 71))\n ((:tag . "NN") (:stem . "estrogen") (:form . "estrogen") (:end . 144)\n (:start . 136) (:id . 72))\n ((:tag . "NN") (:stem . "treatment") (:form . "treatment") (:end . 154)\n (:start . 145) (:id . 73))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 155) (:start . 154)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s2.202) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500418@unknown@formal@none@1@S@Enhanced non-Ig loci targeting of AID@(((:tag . "VBN") (:stem . "enhance") (:form . "Enhanced") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "JJ") (:stem . 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"17–19") (:form . "17–19") (:end . 66) (:start . 61)\n (:id . 56))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 67) (:start . 66)\n (:id . 57))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 68) (:start . 67)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s2.204) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500420@unknown@formal@none@1@S@The effect of aberrant AID targeting can lead to somatic mutations or even translocations of protooncogenes or tumor suppressors, and subsequently to oncogenesis (16).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "effect") (:form . "effect") (:end . 10) (:start . 4)\n (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 13) (:start . 11)\n (:id . 44))\n ((:tag . "JJ") (:stem . "aberrant") (:form . "aberrant") (:end . 22)\n (:start . 14) (:id . 45))\n ((:tag . "NN") (:stem . "aid") (:form . 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"IN") (:stem . "at") (:form . "at") (:end . 115) (:start . 113)\n (:id . 65))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 119) (:start . 116)\n (:id . 66))\n ((:tag . "JJ") (:stem . "proapoptotic") (:form . "proapoptotic") (:end . 132)\n (:start . 120) (:id . 67))\n ((:tag . "NN") (:stem . "tumor") (:form . "tumor") (:end . 138)\n (:start . 133) (:id . 68))\n ((:tag . "NN") (:stem . "suppressor") (:form . "suppressor") (:end . 149)\n (:start . 139) (:id . 69))\n ((:tag . "NN") (:stem . "cd95/fas") (:form . "CD95/Fas") (:end . 158)\n (:start . 150) (:id . 70))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 159) (:start . 158)\n (:id . 71)))@@@1@30@((:hcues ((:id . :x2.206.1) (:span 13 15)))\n (:hscopes ((:id . :x2.206.1) (:span 13 94)))\n (:identifiers (:sid . :s2.206) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500422@unknown@formal@none@1@S@CD95/Fas has been shown to be somatically hypermutated in human B cells, albeit 100–1,000-fold less frequently than the Ig genes (18).@(((:tag . "NNP") (:stem . "CD95/Fas") (:form . "CD95/Fas") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 12) (:start . 9)\n (:id . 43))\n ((:tag . "VBN") (:stem . "be") (:form . "been") (:end . 17) (:start . 13)\n (:id . 44))\n ((:tag . "VBN") (:stem . "show") (:form . "shown") (:end . 23) (:start . 18)\n (:id . 45))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 26) (:start . 24)\n (:id . 46))\n ((:tag . "VB") (:stem . "be") (:form . 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(:end . 134) (:start . 133)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s2.207) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500423@unknown@formal@none@1@S@We analyzed the effects of estrogen on CD95/Fas mutations in Ramos HS13.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "analyze") (:form . "analyzed") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 15) (:start . 12)\n (:id . 44))\n ((:tag . "NNS") (:stem . "effect") (:form . "effects") (:end . 23)\n (:start . 16) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 26) (:start . 24)\n (:id . 46))\n ((:tag . "NN") (:stem . "estrogen") (:form . "estrogen") (:end . 35)\n (:start . 27) (:id . 47))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 38) (:start . 36)\n (:id . 48))\n ((:tag . "NNP") (:stem . "CD95/Fas") (:form . 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(:end . 183) (:start . 182)\n (:id . 71)))@@@1@30@((:hcues ((:id . :x2.225.1) (:span 51 58)))\n (:hscopes ((:id . :x2.225.1) (:span 51 182)))\n (:identifiers (:sid . :s2.225) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500441@unknown@formal@none@1@S@Estrogen induces AID and Apobec3 transcription in mouse tissue.@(((:tag . "NNP") (:stem . "Estrogen") (:form . "Estrogen") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "VBZ") (:stem . "induce") (:form . "induces") (:end . 16)\n (:start . 9) (:id . 43))\n ((:tag . "NN") (:stem . "aid") (:form . "AID") (:end . 20) (:start . 17)\n (:id . 44))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 24) (:start . 21)\n (:id . 45))\n ((:tag . "NN") (:stem . "apobec3") (:form . "Apobec3") (:end . 32)\n (:start . 25) (:id . 46))\n ((:tag . "NN") (:stem . "transcription") (:form . "transcription")\n (:end . 46) (:start . 33) (:id . 47))\n ((:tag . "IN") (:stem . 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(:end . 103) (:start . 102)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s2.241) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500457@unknown@formal@none@1@S@APOBEC2, a related member of the DNA deaminases without any apparent catalytic activity (34), was not affected by estrogen treatment; however, we were able to show that estrogen enhanced transcription of mouse Apobec3 from ovaries, spleen, and splenic B cells (Fig. 6).@(((:tag . "NNP") (:stem . "APOBEC2") (:form . "APOBEC2") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 10) (:start . 9)\n (:id . 44))\n ((:tag . "JJ") (:stem . "related") (:form . "related") (:end . 18)\n (:start . 11) (:id . 45))\n ((:tag . "NN") (:stem . "member") (:form . "member") (:end . 25)\n (:start . 19) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . 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(:end . 210) (:start . 209)\n (:id . 82)))@@@1@41@((:identifiers (:sid . :s2.243) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500459@unknown@formal@none@1@S@DISCUSSION@(((:tag . "NN") (:stem . "discussion") (:form . "DISCUSSION") (:end . 10)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s2.244) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5500460@unknown@formal@none@1@S@The physiological panpleiotropic effects of hormones are well documented in many aspects of development, although their effector mechanisms at the molecular level, as well as their pathogenic effects upon cancer and immunity are not well understood (i.e., the gender bias for autoimmunity [29, 31, 50] is as striking as the gender bias for some cancers [51, 52]).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . 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(:end . 246) (:start . 245)\n (:id . 87)))@@@1@46@((:hcues ((:id . :x2.272.1) (:span 122 136)) ((:id . :x2.272.2) (:span 82 89)))\n (:hscopes ((:id . :x2.272.1) (:span 122 245))\n ((:id . :x2.272.2) (:span 82 245)))\n (:identifiers (:sid . :s2.272) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500488@unknown@formal@none@1@S@Future work on identifying a potential role of AID in mouse models of hormonally induced cancers may provide further evidence on how AID can act as an environmentally stimulated oncogene.@(((:tag . "JJ") (:stem . "future") (:form . "Future") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "work") (:form . "work") (:end . 11) (:start . 7)\n (:id . 43))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 14) (:start . 12)\n (:id . 44))\n ((:tag . "VBG") (:stem . "identify") (:form . "identifying") (:end . 26)\n (:start . 15) (:id . 45))\n ((:tag . "DT") (:stem . "a") (:form . 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(:end . 187) (:start . 186)\n (:id . 72)))@@@1@31@((:hcues ((:id . :x2.273.1) (:span 97 100)) ((:id . :x2.273.2) (:span 29 38)))\n (:hscopes ((:id . :x2.273.1) (:span 97 186))\n ((:id . :x2.273.2) (:span 29 96)))\n (:identifiers (:sid . :s2.273) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500489@unknown@formal@none@1@S@As our data indicate, AID's response to estrogen seems to have been evolutionarily conserved among the APOBEC3 family members, different tissues, and cell lines (Fig. 6 and Fig. S8); mouse Apobec3 and human APOBEC3B, -3F, and -3G (and -H to a lesser extent) mRNA were induced by estrogen treatment.@(((:tag . "IN") (:stem . "as") (:form . "As") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 11) (:start . 7)\n (:id . 44))\n ((:tag . "VBP") (:stem . 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(:end . 196) (:start . 195)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s2.293) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500509@unknown@formal@none@1@S@Primers (Tables S2 and S3, available at http://www.jem.org/cgi/content/full/jem.20080521/DC1) approximately every 500 bp from the human AID transcription start site were used for amplifying AID promoter regions.@(((:tag . "NNP") (:stem . "Primer") (:form . "Primers") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 9) (:start . 8) (:id . 43))\n ((:tag . "NNP") (:stem . "Table") (:form . "Tables") (:end . 15) (:start . 9)\n (:id . 44))\n ((:tag . "NNP") (:stem . "S2") (:form . "S2") (:end . 18) (:start . 16)\n (:id . 45))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 22) (:start . 19)\n (:id . 46))\n ((:tag . "NNP") (:stem . "S3") (:form . "S3") (:end . 25) (:start . 23)\n (:id . 47))\n ((:tag . ",") (:stem . 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(:end . 185) (:start . 184)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s2.295) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500511@unknown@formal@none@1@S@24 h after transfection, cells were treated with the indicated concentrations of hormones or TNF-α for 4 h and analyzed thereafter for luciferase signal using Dual Luciferase Reporter Assay System (Promega) and Glomax luminometer (Promega).@(((:tag . "CD") (:stem . "24") (:form . "24") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "h") (:form . "h") (:end . 4) (:start . 3)\n (:id . 43))\n ((:tag . "IN") (:stem . "after") (:form . "after") (:end . 10) (:start . 5)\n (:id . 44))\n ((:tag . "NN") (:stem . "transfection") (:form . "transfection") (:end . 23)\n (:start . 11) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 24) (:start . 23)\n (:id . 46))\n ((:tag . "NNS") (:stem . "cell") (:form . 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"supplemental") (:form . "Supplemental") (:end . 103)\n (:start . 91) (:id . 59))\n ((:tag . "NNS") (:stem . "material") (:form . "materials") (:end . 113)\n (:start . 104) (:id . 60))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 117) (:start . 114)\n (:id . 61))\n ((:tag . "NNS") (:stem . "method") (:form . "methods") (:end . 125)\n (:start . 118) (:id . 62))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 126) (:start . 125)\n (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 127) (:start . 126)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s2.300) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500516@unknown@formal@none@1@S@0.25 pmol of complementary oligonucleotides containing either NF-κB or putative ER binding elements were annealed, labeled, and added to 7 µg of Ramos (treated or untreated) nuclear extract.@(((:tag . "CD") (:stem . "0.25") (:form . 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(:end . 213) (:start . 212)\n (:id . 78)))@@@1@37@((:identifiers (:sid . :s2.320) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500536@unknown@formal@none@1@S@The surface IgM (sIgM) expression was investigated in Ramos HS13 cells (41), which contain a stop codon in the λ locus, with reversion mutations resulting in sIgM production.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "surface") (:form . "surface") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "NNP") (:stem . "IgM") (:form . "IgM") (:end . 15) (:start . 12)\n (:id . 44))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 17) (:start . 16)\n (:id . 45))\n ((:tag . "NNP") (:stem . "sIgM") (:form . "sIgM") (:end . 21) (:start . 17)\n (:id . 46))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 22) (:start . 21)\n (:id . 47))\n ((:tag . "NN") (:stem . "expression") (:form . 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(:end . 174) (:start . 173)\n (:id . 76)))@@@1@35@((:identifiers (:sid . :s2.321) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500537@unknown@formal@none@1@S@IgM stained (anti–human IgM-FITC [Sigma, UK]) and sorted single sIgM-negative cells were grown for ~20 doublings, with fresh hormone containing media added every 48 h.@(((:tag . "NNP") (:stem . "IgM") (:form . "IgM") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "stain") (:form . "stained") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 13) (:start . 12)\n (:id . 44))\n ((:tag . "JJ") (:stem . "anti–human") (:form . "anti–human") (:end . 23)\n (:start . 13) (:id . 45))\n ((:tag . "NNP") (:stem . "IgM-FITC") (:form . "IgM-FITC") (:end . 32)\n (:start . 24) (:id . 46))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 34) (:start . 33)\n (:id . 47))\n ((:tag . "NNP") (:stem . "Sigma") (:form . 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(:end . 113) (:start . 112)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s2.325) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500541@unknown@formal@none@1@S@Mouse Sγ3 switch regions were analyzed from 2 AID+/- spleens and treated with either DMSO alone or 10 nM estrogen for 6 d.@(((:tag . "NNP") (:stem . "Mouse") (:form . "Mouse") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "Sγ3") (:form . "Sγ3") (:end . 9) (:start . 6)\n (:id . 43))\n ((:tag . "NN") (:stem . "switch") (:form . "switch") (:end . 16)\n (:start . 10) (:id . 44))\n ((:tag . "NNS") (:stem . "region") (:form . "regions") (:end . 24)\n (:start . 17) (:id . 45))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 29) (:start . 25)\n (:id . 46))\n ((:tag . "VBN") (:stem . "analyze") (:form . "analyzed") (:end . 38)\n (:start . 30) (:id . 47))\n ((:tag . "IN") (:stem . "from") (:form . 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(:end . 103) (:start . 102)\n (:id . 59)))@@@1@18@((:identifiers (:sid . :s2.343) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500559@unknown@formal@none@1@S@The Supplemental materials and methods includes details for cells and reagents, qRT-PCR, promoter analysis, EMSA, ChIP, mutation analysis, and c-myc/IgH translocations.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "supplemental") (:form . "Supplemental") (:end . 16)\n (:start . 4) (:id . 43))\n ((:tag . "NNS") (:stem . "material") (:form . "materials") (:end . 26)\n (:start . 17) (:id . 44))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 30) (:start . 27)\n (:id . 45))\n ((:tag . "NNS") (:stem . "method") (:form . "methods") (:end . 38)\n (:start . 31) (:id . 46))\n ((:tag . "VBZ") (:stem . "include") (:form . "includes") (:end . 47)\n (:start . 39) (:id . 47))\n ((:tag . 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",") (:end . 107) (:start . 106)\n (:id . 58))\n ((:tag . "NNP") (:stem . "EMSA") (:form . "EMSA") (:end . 112) (:start . 108)\n (:id . 59))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 113) (:start . 112)\n (:id . 60))\n ((:tag . "NNP") (:stem . "ChIP") (:form . "ChIP") (:end . 118) (:start . 114)\n (:id . 61))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 119) (:start . 118)\n (:id . 62))\n ((:tag . "NN") (:stem . "mutation") (:form . "mutation") (:end . 128)\n (:start . 120) (:id . 63))\n ((:tag . "NN") (:stem . "analysis") (:form . "analysis") (:end . 137)\n (:start . 129) (:id . 64))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 138) (:start . 137)\n (:id . 65))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 142) (:start . 139)\n (:id . 66))\n ((:tag . "NN") (:stem . "c-myc/igh") (:form . "c-myc/IgH") (:end . 152)\n (:start . 143) (:id . 67))\n ((:tag . "NNS") (:stem . "translocation") (:form . "translocations")\n (:end . 167) (:start . 153) (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 168) (:start . 167)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s2.344) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500560@unknown@formal@none@1@S@It also describes in detail the generation of endogenously tagged AID.@(((:tag . "PRP") (:stem . "it") (:form . "It") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "describe") (:form . "describes") (:end . 17)\n (:start . 8) (:id . 44))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 20) (:start . 18)\n (:id . 45))\n ((:tag . "NN") (:stem . "detail") (:form . "detail") (:end . 27)\n (:start . 21) (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 31) (:start . 28)\n (:id . 47))\n ((:tag . "NN") (:stem . "generation") (:form . 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"describe") (:form . "describes") (:end . 17)\n (:start . 8) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 21) (:start . 18)\n (:id . 45))\n ((:tag . "NN") (:stem . "effect") (:form . "effect") (:end . 28)\n (:start . 22) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 31) (:start . 29)\n (:id . 47))\n ((:tag . "NNP") (:stem . "Tam") (:form . "Tam") (:end . 35) (:start . 32)\n (:id . 48))\n ((:tag . "NN") (:stem . "treatment") (:form . "treatment") (:end . 45)\n (:start . 36) (:id . 49))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 49) (:start . 46)\n (:id . 50))\n ((:tag . "NN") (:stem . "translation") (:form . "translation") (:end . 61)\n (:start . 50) (:id . 51))\n ((:tag . "NNS") (:stem . "inhibitor") (:form . "inhibitors") (:end . 72)\n (:start . 62) (:id . 52))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 75) (:start . 73)\n (:id . 53))\n ((:tag . "NNP") (:stem . "AID") (:form . "AID") (:end . 79) (:start . 76)\n (:id . 54))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 90)\n (:start . 80) (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 91) (:start . 90)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s2.346) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500562@unknown@formal@none@1@S@Fig. S2 shows the effect of estrogen on AID splicing.@(((:tag . "NNP") (:stem . "Fig.") (:form . "Fig.") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "S2") (:form . "S2") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "show") (:form . "shows") (:end . 13) (:start . 8)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 17) (:start . 14)\n (:id . 45))\n ((:tag . "NN") (:stem . "effect") (:form . "effect") (:end . 24)\n (:start . 18) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 27) (:start . 25)\n (:id . 47))\n ((:tag . "NN") (:stem . "estrogen") (:form . "estrogen") (:end . 36)\n (:start . 28) (:id . 48))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 39) (:start . 37)\n (:id . 49))\n ((:tag . "NNP") (:stem . "AID") (:form . "AID") (:end . 43) (:start . 40)\n (:id . 50))\n ((:tag . "NN") (:stem . "splicing") (:form . "splicing") (:end . 52)\n (:start . 44) (:id . 51))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 53) (:start . 52)\n (:id . 52)))@@@1@11@((:identifiers (:sid . :s2.347) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500563@unknown@formal@none@1@S@Fig. S3 demonstrates the effect of estrogen on NF-kB promoter binding.@(((:tag . "NNP") (:stem . "Fig.") (:form . "Fig.") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "S3") (:form . "S3") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "demonstrate") (:form . "demonstrates") (:end . 20)\n (:start . 8) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 24) (:start . 21)\n (:id . 45))\n ((:tag . "NN") (:stem . "effect") (:form . "effect") (:end . 31)\n (:start . 25) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 34) (:start . 32)\n (:id . 47))\n ((:tag . "NN") (:stem . "estrogen") (:form . "estrogen") (:end . 43)\n (:start . 35) (:id . 48))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 46) (:start . 44)\n (:id . 49))\n ((:tag . "NNP") (:stem . "NF-kB") (:form . "NF-kB") (:end . 52) (:start . 47)\n (:id . 50))\n ((:tag . "NN") (:stem . "promoter") (:form . "promoter") (:end . 61)\n (:start . 53) (:id . 51))\n ((:tag . "NN") (:stem . "binding") (:form . "binding") (:end . 69)\n (:start . 62) (:id . 52))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 70) (:start . 69)\n (:id . 53)))@@@1@12@((:identifiers (:sid . :s2.348) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500564@unknown@formal@none@1@S@Fig. S4 provides details on how we generated the DT40 AID knockin allele.@(((:tag . "NNP") (:stem . "Fig.") (:form . "Fig.") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "S4") (:form . "S4") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "provide") (:form . "provides") (:end . 16)\n (:start . 8) (:id . 44))\n ((:tag . "NNS") (:stem . "detail") (:form . "details") (:end . 24)\n (:start . 17) (:id . 45))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 27) (:start . 25)\n (:id . 46))\n ((:tag . "WRB") (:stem . "how") (:form . "how") (:end . 31) (:start . 28)\n (:id . 47))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 34) (:start . 32)\n (:id . 48))\n ((:tag . "VBD") (:stem . "generate") (:form . "generated") (:end . 44)\n (:start . 35) (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 48) (:start . 45)\n (:id . 50))\n ((:tag . "NN") (:stem . "dt40") (:form . "DT40") (:end . 53) (:start . 49)\n (:id . 51))\n ((:tag . "NN") (:stem . "aid") (:form . "AID") (:end . 57) (:start . 54)\n (:id . 52))\n ((:tag . "NN") (:stem . "knockin") (:form . "knockin") (:end . 65)\n (:start . 58) (:id . 53))\n ((:tag . "NN") (:stem . "allele") (:form . "allele") (:end . 72)\n (:start . 66) (:id . 54))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 73) (:start . 72)\n (:id . 55)))@@@1@14@((:identifiers (:sid . :s2.349) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500565@unknown@formal@none@1@S@Fig. S5 is a schematic of class switching and switch circle formation.@(((:tag . "NNP") (:stem . "Fig.") (:form . "Fig.") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "S5") (:form . "S5") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 10) (:start . 8)\n (:id . 44))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 12) (:start . 11)\n (:id . 45))\n ((:tag . "NN") (:stem . "schematic") (:form . "schematic") (:end . 22)\n (:start . 13) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 25) (:start . 23)\n (:id . 47))\n ((:tag . "NN") (:stem . "class") (:form . "class") (:end . 31) (:start . 26)\n (:id . 48))\n ((:tag . "NN") (:stem . "switching") (:form . "switching") (:end . 41)\n (:start . 32) (:id . 49))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 45) (:start . 42)\n (:id . 50))\n ((:tag . "NN") (:stem . "switch") (:form . "switch") (:end . 52)\n (:start . 46) (:id . 51))\n ((:tag . "NN") (:stem . "circle") (:form . "circle") (:end . 59)\n (:start . 53) (:id . 52))\n ((:tag . "NN") (:stem . "formation") (:form . "formation") (:end . 69)\n (:start . 60) (:id . 53))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 70) (:start . 69)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s2.350) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500566@unknown@formal@none@1@S@Fig. S6 shows the effect of estrogen on Ramos Ig diversification.@(((:tag . "NNP") (:stem . "Fig.") (:form . "Fig.") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "S6") (:form . "S6") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "show") (:form . "shows") (:end . 13) (:start . 8)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 17) (:start . 14)\n (:id . 45))\n ((:tag . "NN") (:stem . "effect") (:form . "effect") (:end . 24)\n (:start . 18) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 27) (:start . 25)\n (:id . 47))\n ((:tag . "NN") (:stem . "estrogen") (:form . "estrogen") (:end . 36)\n (:start . 28) (:id . 48))\n ((:tag . "IN") (:stem . "on") (:form . 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"estrogen") (:end . 84)\n (:start . 76) (:id . 55))\n ((:tag . "NN") (:stem . "treatment") (:form . "treatment") (:end . 94)\n (:start . 85) (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 95) (:start . 94)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s2.352) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500568@unknown@formal@none@1@S@Fig. S8 provides details on the c-myc/IgH translocation analysis.@(((:tag . "NNP") (:stem . "Fig.") (:form . "Fig.") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "S8") (:form . "S8") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "provide") (:form . "provides") (:end . 16)\n (:start . 8) (:id . 44))\n ((:tag . "NNS") (:stem . "detail") (:form . "details") (:end . 24)\n (:start . 17) (:id . 45))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 27) (:start . 25)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . 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"NN") (:stem . "family") (:form . "family") (:end . 78)\n (:start . 72) (:id . 55))\n ((:tag . "NNS") (:stem . "member") (:form . "members") (:end . 86)\n (:start . 79) (:id . 56))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 89) (:start . 87)\n (:id . 57))\n ((:tag . "JJ") (:stem . "various") (:form . "various") (:end . 97)\n (:start . 90) (:id . 58))\n ((:tag . "NN") (:stem . "cell") (:form . "cell") (:end . 102) (:start . 98)\n (:id . 59))\n ((:tag . "NNS") (:stem . "line") (:form . "lines") (:end . 108)\n (:start . 103) (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 109) (:start . 108)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s2.354) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500570@unknown@formal@none@1@S@Fig. S10 provides absolute values of qRT-PCR analysis from selected experiments.@(((:tag . "NNP") (:stem . "Fig.") (:form . "Fig.") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "S10") (:form . "S10") (:end . 8) (:start . 5)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "provide") (:form . "provides") (:end . 17)\n (:start . 9) (:id . 44))\n ((:tag . "JJ") (:stem . "absolute") (:form . "absolute") (:end . 26)\n (:start . 18) (:id . 45))\n ((:tag . "NNS") (:stem . "value") (:form . "values") (:end . 33)\n (:start . 27) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 36) (:start . 34)\n (:id . 47))\n ((:tag . "NNP") (:stem . "qRT-PCR") (:form . "qRT-PCR") (:end . 44)\n (:start . 37) (:id . 48))\n ((:tag . "NN") (:stem . "analysis") (:form . "analysis") (:end . 53)\n (:start . 45) (:id . 49))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 58) (:start . 54)\n (:id . 50))\n ((:tag . "VBN") (:stem . "select") (:form . "selected") (:end . 67)\n (:start . 59) (:id . 51))\n ((:tag . "NNS") (:stem . "experiment") (:form . "experiments") (:end . 79)\n (:start . 68) (:id . 52))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 80) (:start . 79)\n (:id . 53)))@@@1@12@((:identifiers (:sid . :s2.355) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500571@unknown@formal@none@1@S@We also included primer sequences used in this study in five tables (Tables S1-S5).@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "VBD") (:stem . "include") (:form . "included") (:end . 16)\n (:start . 8) (:id . 44))\n ((:tag . "NN") (:stem . "primer") (:form . "primer") (:end . 23)\n (:start . 17) (:id . 45))\n ((:tag . "NNS") (:stem . "sequence") (:form . "sequences") (:end . 33)\n (:start . 24) (:id . 46))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 38) (:start . 34)\n (:id . 47))\n ((:tag . "IN") (:stem . 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(:end . 83) (:start . 82)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s2.356) (:did . :pmc2626679) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500572@unknown@formal@none@1@S@Online supplemental material is available at http://www.jem.org/cgi/content/full/jem.20080521/DC1.@(((:tag . "NNP") (:stem . "Online") (:form . "Online") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "supplemental") (:form . "supplemental") (:end . 19)\n (:start . 7) (:id . 43))\n ((:tag . "NN") (:stem . "material") (:form . "material") (:end . 28)\n (:start . 20) (:id . 44))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 31) (:start . 29)\n (:id . 45))\n ((:tag . "JJ") (:stem . "available") (:form . "available") (:end . 41)\n (:start . 32) (:id . 46))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 44) (:start . 42)\n (:id . 47))\n ((:tag . "CD")\n (:stem . "http://www.jem.org/cgi/content/full/jem.20080521/DC1")\n (:form . 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"JJ") (:stem . "pi3k-dependent") (:form . "PI3K-Dependent")\n (:end . 50) (:start . 36) (:id . 48))\n ((:tag . "JJ") (:stem . "human") (:form . "Human") (:end . 56) (:start . 51)\n (:id . 49))\n ((:tag . "NNP") (:stem . "Glioma") (:form . "Glioma") (:end . 63)\n (:start . 57) (:id . 50)))@@@1@9@((:identifiers (:sid . :s3.1) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Title|)))@oe@9-2-2011 5500574@unknown@formal@none@1@S@Abstract@(((:tag . "NN") (:stem . "abstract") (:form . "Abstract") (:end . 8)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s3.2) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5500575@unknown@formal@none@1@S@Gliomas, the most common malignant tumors of the nervous system, frequently harbor mutations that activate the epidermal growth factor receptor (EGFR) and phosphatidylinositol-3 kinase (PI3K) signaling pathways.@(((:tag . 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")") (:end . 191) (:start . 190)\n (:id . 72))\n ((:tag . "NN") (:stem . "signaling") (:form . "signaling") (:end . 201)\n (:start . 192) (:id . 73))\n ((:tag . "NNS") (:stem . "pathway") (:form . "pathways") (:end . 210)\n (:start . 202) (:id . 74))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 211) (:start . 210)\n (:id . 75)))@@@1@34@((:identifiers (:sid . :s3.3) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500576@unknown@formal@none@1@S@To investigate the genetic basis of this disease, we developed a glioma model in Drosophila.@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VB") (:stem . "investigate") (:form . "investigate") (:end . 14)\n (:start . 3) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 18) (:start . 15)\n (:id . 44))\n ((:tag . "JJ") (:stem . "genetic") (:form . "genetic") (:end . 26)\n (:start . 19) (:id . 45))\n ((:tag . 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(:end . 229) (:start . 228)\n (:id . 76)))@@@1@35@((:hcues ((:id . :x3.6.1) (:span 171 178)))\n (:hscopes ((:id . :x3.6.1) (:span 171 228)))\n (:identifiers (:sid . :s3.6) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500579@unknown@formal@none@1@S@Genetic analyses demonstrated that EGFR and PI3K initiate malignant neoplastic transformation via a combinatorial genetic network composed primarily of other pathways commonly mutated or activated in human glioma, including the Tor, Myc, G1 Cyclins-Cdks, and Rb-E2F pathways.@(((:tag . "JJ") (:stem . "genetic") (:form . "Genetic") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "analysis") (:form . "analyses") (:end . 16)\n (:start . 8) (:id . 43))\n ((:tag . "VBD") (:stem . "demonstrate") (:form . "demonstrated") (:end . 29)\n (:start . 17) (:id . 44))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 34) (:start . 30)\n (:id . 45))\n ((:tag . 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(:end . 144) (:start . 143)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s3.10) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500583@unknown@formal@none@1@S@These and other genes within this network may represent important therapeutic targets in human glioma.@(((:tag . "DT") (:stem . "these") (:form . "These") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 9) (:start . 6)\n (:id . 43))\n ((:tag . "JJ") (:stem . "other") (:form . "other") (:end . 15) (:start . 10)\n (:id . 44))\n ((:tag . "NNS") (:stem . "gene") (:form . "genes") (:end . 21) (:start . 16)\n (:id . 45))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 28)\n (:start . 22) (:id . 46))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 33) (:start . 29)\n (:id . 47))\n ((:tag . "NN") (:stem . "network") (:form . "network") (:end . 41)\n (:start . 34) (:id . 48))\n ((:tag . 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(:end . 102) (:start . 101)\n (:id . 57)))@@@1@16@((:hcues ((:id . :x3.11.1) (:span 42 45)))\n (:hscopes ((:id . :x3.11.1) (:span 42 101)))\n (:identifiers (:sid . :s3.11) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500584@unknown@formal@none@1@S@Author Summary@(((:tag . "NNP") (:stem . "Author") (:form . "Author") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "Summary") (:form . "Summary") (:end . 14)\n (:start . 7) (:id . 43)))@@@1@2@((:identifiers (:sid . :s3.12) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5500585@unknown@formal@none@1@S@Malignant gliomas, tumors composed of glial cells and their precursors, are the most common and deadly human brain tumors.@(((:tag . "JJ") (:stem . "malignant") (:form . "Malignant") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "glioma") (:form . 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(:end . 122) (:start . 121)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s3.13) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500586@unknown@formal@none@1@S@These tumors infiltrate the brain and proliferate rapidly, properties that render them largely incurable even with current therapies.@(((:tag . "DT") (:stem . "these") (:form . "These") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "tumor") (:form . "tumors") (:end . 12) (:start . 6)\n (:id . 43))\n ((:tag . "VBP") (:stem . "infiltrate") (:form . "infiltrate") (:end . 23)\n (:start . 13) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 27) (:start . 24)\n (:id . 45))\n ((:tag . "NN") (:stem . "brain") (:form . "brain") (:end . 33) (:start . 28)\n (:id . 46))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 37) (:start . 34)\n (:id . 47))\n ((:tag . "VBP") (:stem . "proliferate") (:form . 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"and") (:end . 108) (:start . 105)\n (:id . 55))\n ((:tag . "JJ") (:stem . "inappropriate") (:form . "inappropriate")\n (:end . 122) (:start . 109) (:id . 56))\n ((:tag . "NN") (:stem . "migration") (:form . "migration") (:end . 132)\n (:start . 123) (:id . 57))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 133) (:start . 132)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s3.20) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500593@unknown@formal@none@1@S@Rate-limiting genes within this network may represent important therapeutic targets in human glioma.@(((:tag . "JJ") (:stem . "rate-limiting") (:form . "Rate-limiting")\n (:end . 13) (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "gene") (:form . "genes") (:end . 19) (:start . 14)\n (:id . 43))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 26)\n (:start . 20) (:id . 44))\n ((:tag . "DT") (:stem . "this") (:form . 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(:end . 100) (:start . 99)\n (:id . 55)))@@@1@14@((:hcues ((:id . :x3.21.1) (:span 40 43)))\n (:hscopes ((:id . :x3.21.1) (:span 40 99)))\n (:identifiers (:sid . :s3.21) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500594@unknown@formal@none@1@S@Introduction@(((:tag . "NN") (:stem . "introduction") (:form . "Introduction") (:end . 12)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s3.22) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5500595@unknown@formal@none@1@S@Malignant gliomas, neoplasms of glial cells and their precursors, are the most common tumors of the central nervous system (CNS).@(((:tag . "JJ") (:stem . "malignant") (:form . "Malignant") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "glioma") (:form . "gliomas") (:end . 17)\n (:start . 10) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . 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(:end . 163) (:start . 162)\n (:id . 68)))@@@1@27@((:hcues ((:id . :x3.35.1) (:span 155 162)) ((:id . :x3.35.2) (:span 46 49)))\n (:hscopes ((:id . :x3.35.1) (:span 131 162))\n ((:id . :x3.35.2) (:span 46 125)))\n (:identifiers (:sid . :s3.35) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500608@unknown@formal@none@1@S@While many of the same effectors are utilized by EGFR-Ras and PI3K in both glial development and cancer, constitutive activation of these pathways may deploy distinct outputs, not utilized in development, that allow particular cells to escape normal physiological cues that restrain proliferation and self-renewal.@(((:tag . "IN") (:stem . "while") (:form . "While") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "many") (:form . "many") (:end . 10) (:start . 6)\n (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 13) (:start . 11)\n (:id . 44))\n ((:tag . "DT") (:stem . 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(:end . 119) (:start . 118)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s3.38) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500611@unknown@formal@none@1@S@Drosophila offers many tools for precise manipulation of cell-type-specific gene expression and dissection of multigene interactions.@(((:tag . "NNP") (:stem . "Drosophila") (:form . "Drosophila") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "VBZ") (:stem . "offer") (:form . "offers") (:end . 17)\n (:start . 11) (:id . 43))\n ((:tag . "JJ") (:stem . "many") (:form . "many") (:end . 22) (:start . 18)\n (:id . 44))\n ((:tag . "NNS") (:stem . "tool") (:form . "tools") (:end . 28) (:start . 23)\n (:id . 45))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 32) (:start . 29)\n (:id . 46))\n ((:tag . "JJ") (:stem . "precise") (:form . "precise") (:end . 40)\n (:start . 33) (:id . 47))\n ((:tag . "NN") (:stem . "manipulation") (:form . 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(:end . 133) (:start . 132)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s3.39) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500612@unknown@formal@none@1@S@Most human genes, including 70% of known disease genes, have functional Drosophila orthologs [7].@(((:tag . "JJS") (:stem . "most") (:form . "Most") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "human") (:form . "human") (:end . 10) (:start . 5)\n (:id . 43))\n ((:tag . "NNS") (:stem . "gene") (:form . "genes") (:end . 16) (:start . 11)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 17) (:start . 16)\n (:id . 45))\n ((:tag . "VBG") (:stem . "include") (:form . "including") (:end . 27)\n (:start . 18) (:id . 46))\n ((:tag . "CD") (:stem . "70") (:form . "70") (:end . 30) (:start . 28)\n (:id . 47))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 31) (:start . 30)\n (:id . 48))\n ((:tag . "IN") (:stem . "of") (:form . 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(:end . 224) (:start . 223)\n (:id . 81)))@@@1@40@((:identifiers (:sid . :s3.43) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500616@unknown@formal@none@1@S@These similarities between flies and humans make Drosophila an attractive system for modeling gliomas.@(((:tag . "DT") (:stem . "these") (:form . "These") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "similarity") (:form . "similarities") (:end . 18)\n (:start . 6) (:id . 43))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 26)\n (:start . 19) (:id . 44))\n ((:tag . "NNS") (:stem . "fly") (:form . "flies") (:end . 32) (:start . 27)\n (:id . 45))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 36) (:start . 33)\n (:id . 46))\n ((:tag . "NNS") (:stem . "human") (:form . "humans") (:end . 43)\n (:start . 37) (:id . 47))\n ((:tag . "VBP") (:stem . "make") (:form . 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(:end . 102) (:start . 101)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s3.44) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500617@unknown@formal@none@1@S@Results@(((:tag . "NNS") (:stem . "result") (:form . "Results") (:end . 7)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s3.45) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5500618@unknown@formal@none@1@S@Coactivation of EGFR-Ras and PI3K in Drosophila Glia Causes Neoplasia@(((:tag . "NNP") (:stem . "Coactivation") (:form . "Coactivation") (:end . 12)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 15) (:start . 13)\n (:id . 43))\n ((:tag . "NNP") (:stem . "EGFR-Ras") (:form . "EGFR-Ras") (:end . 24)\n (:start . 16) (:id . 44))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 28) (:start . 25)\n (:id . 45))\n ((:tag . 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"VBN") (:stem . "find") (:form . "found") (:end . 79) (:start . 74)\n (:id . 57))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 82) (:start . 80)\n (:id . 58))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 89)\n (:start . 83) (:id . 59))\n ((:tag . "NNP") (:stem . "S1") (:form . "S1") (:end . 92) (:start . 90)\n (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 93) (:start . 92)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s3.49) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500622@unknown@formal@none@1@S@We performed glial overexpression assays with the Gal4-UAS system [10], using the repo-Gal4 driver, which gives sustained UAS-transgene expression in almost all glia, from embryogenesis through adulthood.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "perform") (:form . 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(:end . 204) (:start . 203)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s3.50) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500623@unknown@formal@none@1@S@For glial-specific RNAi, we employed UAS-dsRNA constructs [11], which we verified with phenotypic tests and/or antibody staining (see Materials and Methods).@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "glial-specific") (:form . "glial-specific")\n (:end . 18) (:start . 4) (:id . 43))\n ((:tag . "NNP") (:stem . "RNAi") (:form . "RNAi") (:end . 23) (:start . 19)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 24) (:start . 23)\n (:id . 45))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 27) (:start . 25)\n (:id . 46))\n ((:tag . "VBD") (:stem . "employ") (:form . "employed") (:end . 36)\n (:start . 28) (:id . 47))\n ((:tag . "NNP") (:stem . "UAS-dsRNA") (:form . 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(:end . 157) (:start . 156)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s3.51) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500624@unknown@formal@none@1@S@Glial morphology was visualized with membrane-localized GFP (CD8GFP) [12].@(((:tag . "JJ") (:stem . "glial") (:form . "Glial") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "morphology") (:form . "morphology") (:end . 16)\n (:start . 6) (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 20) (:start . 17)\n (:id . 44))\n ((:tag . "VBN") (:stem . "visualize") (:form . "visualized") (:end . 31)\n (:start . 21) (:id . 45))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 36) (:start . 32)\n (:id . 46))\n ((:tag . "JJ") (:stem . "membrane-localized") (:form . "membrane-localized")\n (:end . 55) (:start . 37) (:id . 47))\n ((:tag . "NNP") (:stem . "GFP") (:form . "GFP") (:end . 59) (:start . 56)\n (:id . 48))\n ((:tag . 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(:end . 125) (:start . 124)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s3.53) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500626@unknown@formal@none@1@S@Glial-specific coactivation of EGFR-Ras and PI3K stimulated glial neoplasia, giving rise to CNS enlargement and malformation, neurologic defects, and late larval lethality.@(((:tag . "JJ") (:stem . "glial-specific") (:form . "Glial-specific")\n (:end . 14) (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "coactivation") (:form . "coactivation") (:end . 27)\n (:start . 15) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 30) (:start . 28)\n (:id . 44))\n ((:tag . "NNP") (:stem . "EGFR-Ras") (:form . "EGFR-Ras") (:end . 39)\n (:start . 31) (:id . 45))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 43) (:start . 40)\n (:id . 46))\n ((:tag . "NNP") (:stem . "PI3K") (:form . "PI3K") (:end . 48) (:start . 44)\n (:id . 47))\n ((:tag . 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(:end . 172) (:start . 171)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s3.54) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500627@unknown@formal@none@1@S@repo-Gal4-driven co-overexpression of activated dEGFR (dEGFRλ) and dp110 (dp110CAAX) induced progressive accumulation of ~50-fold excess glia (Figure 1A and 1B) [14],[15].@(((:tag . "JJ") (:stem . "repo-gal4-driven") (:form . "repo-Gal4-driven")\n (:end . 16) (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "co-overexpression") (:form . "co-overexpression")\n (:end . 34) (:start . 17) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 37) (:start . 35)\n (:id . 44))\n ((:tag . "VBN") (:stem . "activate") (:form . "activated") (:end . 47)\n (:start . 38) (:id . 45))\n ((:tag . "NNP") (:stem . "dEGFR") (:form . "dEGFR") (:end . 53) (:start . 48)\n (:id . 46))\n ((:tag . "(") (:stem . "(") (:form . 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(:end . 239) (:start . 238)\n (:id . 81)))@@@1@40@((:identifiers (:sid . :s3.84) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500657@unknown@formal@none@1@S@We next examined negative regulators of the cell cycle.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "RB") (:stem . "next") (:form . "next") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "VBD") (:stem . "examine") (:form . "examined") (:end . 16)\n (:start . 8) (:id . 44))\n ((:tag . "JJ") (:stem . "negative") (:form . "negative") (:end . 25)\n (:start . 17) (:id . 45))\n ((:tag . "NNS") (:stem . "regulator") (:form . "regulators") (:end . 36)\n (:start . 26) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 39) (:start . 37)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 43) (:start . 40)\n (:id . 48))\n ((:tag . "NN") (:stem . "cell") (:form . 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(:end . 229) (:start . 228)\n (:id . 81)))@@@1@40@((:hcues ((:id . :x3.111.1) (:span 181 188))\n ((:id . :x3.111.2) (:span 150 152)) ((:id . :x3.111.3) (:span 94 104)))\n (:hscopes ((:id . :x3.111.1) (:span 181 228))\n ((:id . :x3.111.2) (:span 117 179)) ((:id . :x3.111.3) (:span 94 228)))\n (:identifiers (:sid . :s3.111) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500684@unknown@formal@none@1@S@The leading edges of the tumors harbored individual cells invading nearby tissues, such as the ovary (Figure 3F and Video S2), which is consistent with the ectopic expression of active dMMP1 observed in dEGFRλ;dp110CAAX glia in the larval brain (Figure S3).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "VBG") (:stem . "lead") (:form . "leading") (:end . 11) (:start . 4)\n (:id . 43))\n ((:tag . "NNS") (:stem . "edge") (:form . 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"cell") (:form . "cells") (:end . 260)\n (:start . 255) (:id . 77))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 262) (:start . 261)\n (:id . 78))\n ((:tag . "CD") (:stem . "12") (:form . "12") (:end . 264) (:start . 262)\n (:id . 79))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 265) (:start . 264)\n (:id . 80))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 266) (:start . 265)\n (:id . 81)))@@@1@40@((:identifiers (:sid . :s3.118) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500691@unknown@formal@none@1@S@Clones were induced late in development, from mitotic founder cells, and were examined in adults.@(((:tag . "NNS") (:stem . "clone") (:form . "Clones") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 11) (:start . 7)\n (:id . 43))\n ((:tag . "VBN") (:stem . "induce") (:form . "induced") (:end . 19)\n (:start . 12) (:id . 44))\n ((:tag . 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"mutant") (:end . 197)\n (:start . 191) (:id . 74))\n ((:tag . "NNS") (:stem . "clone") (:form . "clones") (:end . 204)\n (:start . 198) (:id . 75))\n ((:tag . "RB") (:stem . "likely") (:form . "likely") (:end . 211)\n (:start . 205) (:id . 76))\n ((:tag . "VBN") (:stem . "originate") (:form . "originated") (:end . 222)\n (:start . 212) (:id . 77))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 227) (:start . 223)\n (:id . 78))\n ((:tag . "JJ") (:stem . "single") (:form . "single") (:end . 234)\n (:start . 228) (:id . 79))\n ((:tag . "NNS") (:stem . "cell") (:form . "cells") (:end . 240)\n (:start . 235) (:id . 80))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 241) (:start . 240)\n (:id . 81)))@@@1@40@((:hcues ((:id . :x3.120.1) (:span 205 211)) ((:id . :x3.120.2) (:span 36 38)))\n (:hscopes ((:id . :x3.120.1) (:span 205 240))\n ((:id . :x3.120.2) (:span 36 82)))\n (:identifiers (:sid . :s3.120) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500693@unknown@formal@none@1@S@In wild-type controls, we observed clones in 68% of brains examined (N=149).@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "wild-type") (:form . "wild-type") (:end . 12)\n (:start . 3) (:id . 43))\n ((:tag . "NNS") (:stem . "control") (:form . "controls") (:end . 21)\n (:start . 13) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 22) (:start . 21)\n (:id . 45))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 25) (:start . 23)\n (:id . 46))\n ((:tag . "VBD") (:stem . "observe") (:form . 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(:end . 76) (:start . 75)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s3.121) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500694@unknown@formal@none@1@S@Of the brains with clones, 75% had 1–3 clones, and 83% of these clones consisted of 1–3 cells of the same glial subtype (Figure 4A and 4B).@(((:tag . "IN") (:stem . "of") (:form . "Of") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "NNS") (:stem . "brain") (:form . "brains") (:end . 13) (:start . 7)\n (:id . 44))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 18) (:start . 14)\n (:id . 45))\n ((:tag . "NNS") (:stem . "clone") (:form . "clones") (:end . 25)\n (:start . 19) (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 26) (:start . 25)\n (:id . 47))\n ((:tag . "CD") (:stem . "75") (:form . "75") (:end . 29) (:start . 27)\n (:id . 48))\n ((:tag . 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"(") (:stem . "[") (:form . "[") (:end . 146) (:start . 145)\n (:id . 66))\n ((:tag . "CD") (:stem . "38") (:form . "38") (:end . 148) (:start . 146)\n (:id . 67))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 149) (:start . 148)\n (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 150) (:start . 149)\n (:id . 69)))@@@1@28@((:hcues ((:id . :x3.125.1) (:span 91 98)))\n (:hscopes ((:id . :x3.125.1) (:span 91 144)))\n (:identifiers (:sid . :s3.125) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500698@unknown@formal@none@1@S@Coactivation of EGFR-Ras and PI3K creates invasive neoplastic glia.@(((:tag . "NNP") (:stem . "Coactivation") (:form . "Coactivation") (:end . 12)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 15) (:start . 13)\n (:id . 43))\n ((:tag . "NNP") (:stem . "EGFR-Ras") (:form . "EGFR-Ras") (:end . 24)\n (:start . 16) (:id . 44))\n ((:tag . 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(:end . 61) (:start . 60)\n (:id . 51)))@@@1@10@((:identifiers (:sid . :s3.148) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5500721@unknown@formal@none@1@S@Stg itself was rate limiting for glial neoplasia.@(((:tag . "NN") (:stem . "stg") (:form . "Stg") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "PRP") (:stem . "itself") (:form . "itself") (:end . 10)\n (:start . 4) (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 14) (:start . 11)\n (:id . 44))\n ((:tag . "NN") (:stem . "rate") (:form . "rate") (:end . 19) (:start . 15)\n (:id . 45))\n ((:tag . "VBG") (:stem . "limit") (:form . "limiting") (:end . 28)\n (:start . 20) (:id . 46))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 32) (:start . 29)\n (:id . 47))\n ((:tag . "JJ") (:stem . "glial") (:form . "glial") (:end . 38) (:start . 33)\n (:id . 48))\n ((:tag . "NN") (:stem . "neoplasia") (:form . 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(:end . 208) (:start . 207)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s3.150) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500723@unknown@formal@none@1@S@In contrast, Stg overexpression alone increased glial cell numbers approximately 2-fold, and could not induce neoplasia when combined with PI3K effectors (data not shown).@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "contrast") (:form . "contrast") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 44))\n ((:tag . "NN") (:stem . "stg") (:form . "Stg") (:end . 16) (:start . 13)\n (:id . 45))\n ((:tag . "NN") (:stem . "overexpression") (:form . "overexpression")\n (:end . 31) (:start . 17) (:id . 46))\n ((:tag . "RB") (:stem . "alone") (:form . "alone") (:end . 37) (:start . 32)\n (:id . 47))\n ((:tag . "VBD") (:stem . 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(:end . 94) (:start . 93)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s3.154) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500727@unknown@formal@none@1@S@Genetic reduction of dAkt, a major target of PI3K signaling, with a dAktdsRNA or a mutant allele strongly suppressed repo>dEGFRλ;dp110CAAX glial neoplasia (Figure 6A–C, data not shown).@(((:tag . "JJ") (:stem . "genetic") (:form . "Genetic") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "reduction") (:form . "reduction") (:end . 17)\n (:start . 8) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 20) (:start . 18)\n (:id . 44))\n ((:tag . "NN") (:stem . "dakt") (:form . "dAkt") (:end . 25) (:start . 21)\n (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 26) (:start . 25)\n (:id . 46))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 28) (:start . 27)\n (:id . 47))\n ((:tag . "JJ") (:stem . "major") (:form . 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(:end . 70) (:start . 69)\n (:id . 53)))@@@1@12@((:identifiers (:sid . :s3.156) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500729@unknown@formal@none@1@S@Many Akt effectors are implicated in glioma, and we tested orthologs of these loci in our model (Table S3).@(((:tag . "JJ") (:stem . "many") (:form . "Many") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "Akt") (:form . "Akt") (:end . 8) (:start . 5)\n (:id . 43))\n ((:tag . "NNS") (:stem . "effector") (:form . "effectors") (:end . 18)\n (:start . 9) (:id . 44))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 22) (:start . 19)\n (:id . 45))\n ((:tag . "VBN") (:stem . "implicate") (:form . "implicated") (:end . 33)\n (:start . 23) (:id . 46))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 36) (:start . 34)\n (:id . 47))\n ((:tag . "NN") (:stem . "glioma") (:form . "glioma") (:end . 43)\n (:start . 37) (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 44) (:start . 43)\n (:id . 49))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 48) (:start . 45)\n (:id . 50))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 51) (:start . 49)\n (:id . 51))\n ((:tag . "VBD") (:stem . "test") (:form . "tested") (:end . 58) (:start . 52)\n (:id . 52))\n ((:tag . "NNS") (:stem . "ortholog") (:form . "orthologs") (:end . 68)\n (:start . 59) (:id . 53))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 71) (:start . 69)\n (:id . 54))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 77) (:start . 72)\n (:id . 55))\n ((:tag . "NNS") (:stem . "locus") (:form . "loci") (:end . 82) (:start . 78)\n (:id . 56))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 85) (:start . 83)\n (:id . 57))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 89) (:start . 86)\n (:id . 58))\n ((:tag . "NN") (:stem . "model") (:form . "model") (:end . 95) (:start . 90)\n (:id . 59))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 97) (:start . 96)\n (:id . 60))\n ((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 102) (:start . 97)\n (:id . 61))\n ((:tag . "NNP") (:stem . "S3") (:form . "S3") (:end . 105) (:start . 103)\n (:id . 62))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 106) (:start . 105)\n (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 107) (:start . 106)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s3.157) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500730@unknown@formal@none@1@S@EGFR;PI3K glial neoplasia requires Akt and Tor activation and FoxO inactivation.@(((:tag . "NNP") (:stem . "EGFR;PI3K") (:form . "EGFR;PI3K") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "JJ") (:stem . "glial") (:form . "glial") (:end . 15) (:start . 10)\n (:id . 43))\n ((:tag . "NN") (:stem . "neoplasia") (:form . "neoplasia") (:end . 25)\n (:start . 16) (:id . 44))\n ((:tag . "VBZ") (:stem . "require") (:form . "requires") (:end . 34)\n (:start . 26) (:id . 45))\n ((:tag . "NNP") (:stem . "Akt") (:form . "Akt") (:end . 38) (:start . 35)\n (:id . 46))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 42) (:start . 39)\n (:id . 47))\n ((:tag . "NNP") (:stem . "Tor") (:form . "Tor") (:end . 46) (:start . 43)\n (:id . 48))\n ((:tag . "NN") (:stem . "activation") (:form . "activation") (:end . 57)\n (:start . 47) (:id . 49))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 61) (:start . 58)\n (:id . 50))\n ((:tag . "NN") (:stem . "foxo") (:form . "FoxO") (:end . 66) (:start . 62)\n (:id . 51))\n ((:tag . "NN") (:stem . "inactivation") (:form . "inactivation") (:end . 79)\n (:start . 67) (:id . 52))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 80) (:start . 79)\n (:id . 53)))@@@1@12@((:identifiers (:sid . :s3.158) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5500731@unknown@formal@none@1@S@Tor, a kinase that promotes cell growth and proliferation, is a key Akt target.@(((:tag . "NNP") (:stem . "Tor") (:form . "Tor") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 4) (:start . 3) (:id . 43))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 6) (:start . 5)\n (:id . 44))\n ((:tag . "NNP") (:stem . "kinase") (:form . "kinase") (:end . 13)\n (:start . 7) (:id . 45))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 18) (:start . 14)\n (:id . 46))\n ((:tag . "VBZ") (:stem . "promote") (:form . "promotes") (:end . 27)\n (:start . 19) (:id . 47))\n ((:tag . "NN") (:stem . "cell") (:form . "cell") (:end . 32) (:start . 28)\n (:id . 48))\n ((:tag . "NN") (:stem . "growth") (:form . "growth") (:end . 39)\n (:start . 33) (:id . 49))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 43) (:start . 40)\n (:id . 50))\n ((:tag . "NN") (:stem . "proliferation") (:form . "proliferation")\n (:end . 57) (:start . 44) (:id . 51))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 58) (:start . 57)\n (:id . 52))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 61) (:start . 59)\n (:id . 53))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 63) (:start . 62)\n (:id . 54))\n ((:tag . "JJ") (:stem . "key") (:form . "key") (:end . 67) (:start . 64)\n (:id . 55))\n ((:tag . "NNP") (:stem . "Akt") (:form . "Akt") (:end . 71) (:start . 68)\n (:id . 56))\n ((:tag . "NN") (:stem . "target") (:form . "target") (:end . 78)\n (:start . 72) (:id . 57))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 79) (:start . 78)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s3.159) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500732@unknown@formal@none@1@S@In glioma models, coactivation of EGFR-Ras and PI3K stimulates Tor, and in humans, Tor activity is correlated with poor patient prognosis [43],[44].@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "glioma") (:form . "glioma") (:end . 9) (:start . 3)\n (:id . 43))\n ((:tag . "NNS") (:stem . "model") (:form . "models") (:end . 16)\n (:start . 10) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 17) (:start . 16)\n (:id . 45))\n ((:tag . "NN") (:stem . "coactivation") (:form . "coactivation") (:end . 30)\n (:start . 18) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 33) (:start . 31)\n (:id . 47))\n ((:tag . "NNP") (:stem . "EGFR-Ras") (:form . 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"activity") (:form . "activity") (:end . 95)\n (:start . 87) (:id . 59))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 98) (:start . 96)\n (:id . 60))\n ((:tag . "VBN") (:stem . "correlate") (:form . "correlated") (:end . 109)\n (:start . 99) (:id . 61))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 114) (:start . 110)\n (:id . 62))\n ((:tag . "JJ") (:stem . "poor") (:form . "poor") (:end . 119) (:start . 115)\n (:id . 63))\n ((:tag . "NN") (:stem . "patient") (:form . "patient") (:end . 127)\n (:start . 120) (:id . 64))\n ((:tag . "NN") (:stem . "prognosis") (:form . "prognosis") (:end . 137)\n (:start . 128) (:id . 65))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 139) (:start . 138)\n (:id . 66))\n ((:tag . "CD") (:stem . "43],[44") (:form . "43],[44") (:end . 146)\n (:start . 139) (:id . 67))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 147) (:start . 146)\n (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 148) (:start . 147)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s3.160) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500733@unknown@formal@none@1@S@We tested the single Drosophila Tor ortholog, dTor, by genetically reducing dTor activity in repo>dEGFRλ;dp110CAAX larvae with a viable combination of hypomorphic dTor alleles or by co-overexpression of dominant negative dTor 45,46.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "test") (:form . "tested") (:end . 9) (:start . 3)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 13) (:start . 10)\n (:id . 44))\n ((:tag . "JJ") (:stem . "single") (:form . "single") (:end . 20)\n (:start . 14) (:id . 45))\n ((:tag . "NNP") (:stem . "Drosophila") (:form . "Drosophila") (:end . 31)\n (:start . 21) (:id . 46))\n ((:tag . "NNP") (:stem . "Tor") (:form . 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"or") (:form . "or") (:end . 178) (:start . 176)\n (:id . 68))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 181) (:start . 179)\n (:id . 69))\n ((:tag . "NN") (:stem . "co-overexpression") (:form . "co-overexpression")\n (:end . 199) (:start . 182) (:id . 70))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 202) (:start . 200)\n (:id . 71))\n ((:tag . "JJ") (:stem . "dominant") (:form . "dominant") (:end . 211)\n (:start . 203) (:id . 72))\n ((:tag . "JJ") (:stem . "negative") (:form . "negative") (:end . 220)\n (:start . 212) (:id . 73))\n ((:tag . "NN") (:stem . "dtor") (:form . "dTor") (:end . 225) (:start . 221)\n (:id . 74))\n ((:tag . "CD") (:stem . "45,46") (:form . "45,46") (:end . 231)\n (:start . 226) (:id . 75))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 232) (:start . 231)\n (:id . 76)))@@@1@35@((:identifiers (:sid . :s3.161) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500734@unknown@formal@none@1@S@Both of these manipulations reduced glial overgrowth (Figure 6D, data not shown).@(((:tag . "DT") (:stem . "both") (:form . "Both") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 13) (:start . 8)\n (:id . 44))\n ((:tag . "NNS") (:stem . "manipulation") (:form . "manipulations")\n (:end . 27) (:start . 14) (:id . 45))\n ((:tag . "VBD") (:stem . "reduce") (:form . "reduced") (:end . 35)\n (:start . 28) (:id . 46))\n ((:tag . "JJ") (:stem . "glial") (:form . "glial") (:end . 41) (:start . 36)\n (:id . 47))\n ((:tag . "NN") (:stem . "overgrowth") (:form . "overgrowth") (:end . 52)\n (:start . 42) (:id . 48))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 54) (:start . 53)\n (:id . 49))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 60)\n (:start . 54) (:id . 50))\n ((:tag . "NN") (:stem . "6d") (:form . "6D") (:end . 63) (:start . 61)\n (:id . 51))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 64) (:start . 63)\n (:id . 52))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 69) (:start . 65)\n (:id . 53))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 73) (:start . 70)\n (:id . 54))\n ((:tag . "VBN") (:stem . "show") (:form . "shown") (:end . 79) (:start . 74)\n (:id . 55))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 80) (:start . 79)\n (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 81) (:start . 80)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s3.162) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500735@unknown@formal@none@1@S@In flies and mammals, Tor exists in two different signaling complexes, TORC1 and TORC2.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "fly") (:form . "flies") (:end . 8) (:start . 3)\n (:id . 43))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 12) (:start . 9)\n (:id . 44))\n ((:tag . "NNS") (:stem . "mammal") (:form . "mammals") (:end . 20)\n (:start . 13) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 21) (:start . 20)\n (:id . 46))\n ((:tag . "NNP") (:stem . "Tor") (:form . "Tor") (:end . 25) (:start . 22)\n (:id . 47))\n ((:tag . "VBZ") (:stem . "exist") (:form . "exists") (:end . 32)\n (:start . 26) (:id . 48))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 35) (:start . 33)\n (:id . 49))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 39) (:start . 36)\n (:id . 50))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 49)\n (:start . 40) (:id . 51))\n ((:tag . "NN") (:stem . "signaling") (:form . "signaling") (:end . 59)\n (:start . 50) (:id . 52))\n ((:tag . "NNS") (:stem . "complex") (:form . "complexes") (:end . 69)\n (:start . 60) (:id . 53))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 70) (:start . 69)\n (:id . 54))\n ((:tag . "NNP") (:stem . "TORC1") (:form . "TORC1") (:end . 76) (:start . 71)\n (:id . 55))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 80) (:start . 77)\n (:id . 56))\n ((:tag . "NNP") (:stem . "TORC2") (:form . "TORC2") (:end . 86) (:start . 81)\n (:id . 57))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 87) (:start . 86)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s3.163) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500736@unknown@formal@none@1@S@TORC2, a complex including Tor and the Sin1 and Rictor regulatory proteins, directly phosphorylates Akt, creating a positive feedback loop that fully activates Akt [47].@(((:tag . "NNP") (:stem . "TORC2") (:form . "TORC2") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 6) (:start . 5) (:id . 43))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 8) (:start . 7)\n (:id . 44))\n ((:tag . "NN") (:stem . "complex") (:form . "complex") (:end . 16)\n (:start . 9) (:id . 45))\n ((:tag . "VBG") (:stem . "include") (:form . "including") (:end . 26)\n (:start . 17) (:id . 46))\n ((:tag . "NNP") (:stem . "Tor") (:form . "Tor") (:end . 30) (:start . 27)\n (:id . 47))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 34) (:start . 31)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 38) (:start . 35)\n (:id . 49))\n ((:tag . "NN") (:stem . "sin1") (:form . "Sin1") (:end . 43) (:start . 39)\n (:id . 50))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 47) (:start . 44)\n (:id . 51))\n ((:tag . "NN") (:stem . "rictor") (:form . "Rictor") (:end . 54)\n (:start . 48) (:id . 52))\n ((:tag . "JJ") (:stem . "regulatory") (:form . "regulatory") (:end . 65)\n (:start . 55) (:id . 53))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 74)\n (:start . 66) (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 75) (:start . 74)\n (:id . 55))\n ((:tag . "RB") (:stem . "directly") (:form . "directly") (:end . 84)\n (:start . 76) (:id . 56))\n ((:tag . "VBZ") (:stem . "phosphorylate") (:form . "phosphorylates")\n (:end . 99) (:start . 85) (:id . 57))\n ((:tag . "NNP") (:stem . "Akt") (:form . 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(:form . ".") (:end . 92) (:start . 91)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s3.166) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500739@unknown@formal@none@1@S@Results were similar with a dRictor null allele and a dSin1dsRNA (data not shown).@(((:tag . "NNS") (:stem . "result") (:form . "Results") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 12) (:start . 8)\n (:id . 43))\n ((:tag . "JJ") (:stem . "similar") (:form . "similar") (:end . 20)\n (:start . 13) (:id . 44))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 25) (:start . 21)\n (:id . 45))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 27) (:start . 26)\n (:id . 46))\n ((:tag . "NN") (:stem . "drictor") (:form . "dRictor") (:end . 35)\n (:start . 28) (:id . 47))\n ((:tag . "JJ") (:stem . "null") (:form . "null") (:end . 40) (:start . 36)\n (:id . 48))\n ((:tag . "NN") (:stem . 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(:end . 82) (:start . 81)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s3.167) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500740@unknown@formal@none@1@S@dSin1-/- and dRictor-/- mutants display reduced Akt-dependent phosphorylation and inactivation of dFoxO [49], the single Drosophila ortholog of FoxO transcription factors.@(((:tag . "JJ") (:stem . "dsin1-/-") (:form . "dSin1-/-") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 12) (:start . 9)\n (:id . 43))\n ((:tag . "JJ") (:stem . "drictor-/-") (:form . "dRictor-/-") (:end . 23)\n (:start . 13) (:id . 44))\n ((:tag . "NNS") (:stem . "mutant") (:form . "mutants") (:end . 31)\n (:start . 24) (:id . 45))\n ((:tag . "VBP") (:stem . "display") (:form . "display") (:end . 39)\n (:start . 32) (:id . 46))\n ((:tag . "VBN") (:stem . "reduce") (:form . "reduced") (:end . 47)\n (:start . 40) (:id . 47))\n ((:tag . 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(:end . 171) (:start . 170)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s3.168) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500741@unknown@formal@none@1@S@This suggests that TORC2 loss might antagonize glial neoplasia through dFoxO upregulation.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "suggest") (:form . "suggests") (:end . 13)\n (:start . 5) (:id . 43))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 18) (:start . 14)\n (:id . 44))\n ((:tag . "NN") (:stem . "torc2") (:form . "TORC2") (:end . 24) (:start . 19)\n (:id . 45))\n ((:tag . "NN") (:stem . "loss") (:form . "loss") (:end . 29) (:start . 25)\n (:id . 46))\n ((:tag . "MD") (:stem . "might") (:form . "might") (:end . 35) (:start . 30)\n (:id . 47))\n ((:tag . "VB") (:stem . "antagonize") (:form . "antagonize") (:end . 46)\n (:start . 36) (:id . 48))\n ((:tag . 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(:end . 90) (:start . 89)\n (:id . 54)))@@@1@13@((:hcues ((:id . :x3.169.1) (:span 30 35)) ((:id . :x3.169.2) (:span 5 13)))\n (:hscopes ((:id . :x3.169.1) (:span 30 89)) ((:id . :x3.169.2) (:span 5 89)))\n (:identifiers (:sid . :s3.169) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500742@unknown@formal@none@1@S@However, excess dFoxOSA, which is resistant to dAkt phosphorylation [45], only partially suppressed repo>dEGFRλ;dp110CAAX glial overproliferation (Figure 6F), arguing that TORC2 has additional roles.@(((:tag . "RB") (:stem . "however") (:form . "However") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "JJ") (:stem . "excess") (:form . "excess") (:end . 15) (:start . 9)\n (:id . 44))\n ((:tag . "NNP") (:stem . "dFoxOSA") (:form . "dFoxOSA") (:end . 23)\n (:start . 16) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . 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(:end . 199) (:start . 198)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s3.170) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500743@unknown@formal@none@1@S@Notably, on their own, dSin1-/- and dRictor-/- mutant flies did not show any detectable glial defects (Figure 6G, data not shown).@(((:tag . "RB") (:stem . "notably") (:form . "Notably") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "PRP$") (:stem . "their") (:form . "their") (:end . 17)\n (:start . 12) (:id . 45))\n ((:tag . "JJ") (:stem . "own") (:form . "own") (:end . 21) (:start . 18)\n (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 22) (:start . 21)\n (:id . 47))\n ((:tag . "JJ") (:stem . "dsin1-/-") (:form . "dSin1-/-") (:end . 31)\n (:start . 23) (:id . 48))\n ((:tag . 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"PI3K") (:end . 87) (:start . 83)\n (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 88) (:start . 87)\n (:id . 56)))@@@1@15@((:hcues ((:id . :x3.185.1) (:span 29 34)) ((:id . :x3.185.2) (:span 9 18)))\n (:hscopes ((:id . :x3.185.1) (:span 29 87)) ((:id . :x3.185.2) (:span 9 87)))\n (:identifiers (:sid . :s3.185) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500758@unknown@formal@none@1@S@dEGFRλ;dp110CAAX glia showed high levels of nuclear dMyc compared to wild-type glia (Figure 7A and 7B).@(((:tag . "NNP") (:stem . "dEGFRλ;dp110CAAX") (:form . "dEGFRλ;dp110CAAX")\n (:end . 16) (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "glia") (:form . "glia") (:end . 21) (:start . 17)\n (:id . 43))\n ((:tag . "VBD") (:stem . "show") (:form . "showed") (:end . 28) (:start . 22)\n (:id . 44))\n ((:tag . "JJ") (:stem . "high") (:form . "high") (:end . 33) (:start . 29)\n (:id . 45))\n ((:tag . "NNS") (:stem . 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"CC") (:stem . "and") (:form . "and") (:end . 98) (:start . 95)\n (:id . 57))\n ((:tag . "NN") (:stem . "7b") (:form . "7B") (:end . 101) (:start . 99)\n (:id . 58))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 102) (:start . 101)\n (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 103) (:start . 102)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s3.186) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500759@unknown@formal@none@1@S@dMyc was also highly expressed in wild-type neuroblasts (Figure 7A), suggesting that dMyc promotes a proliferative progenitor state [21].@(((:tag . "NN") (:stem . "dmyc") (:form . "dMyc") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 8) (:start . 5)\n (:id . 43))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 13) (:start . 9)\n (:id . 44))\n ((:tag . "RB") (:stem . "highly") (:form . 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(:end . 137) (:start . 136)\n (:id . 66)))@@@1@25@((:hcues ((:id . :x3.187.1) (:span 69 79)))\n (:hscopes ((:id . :x3.187.1) (:span 69 131)))\n (:identifiers (:sid . :s3.187) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500760@unknown@formal@none@1@S@Genetic reduction of dMyc with a dsRNA or a single loss-of-function allele strongly suppressed dEGFRλ;dp110CAAX glial neoplasia (Figure 7D, data not shown).@(((:tag . "JJ") (:stem . "genetic") (:form . "Genetic") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "reduction") (:form . "reduction") (:end . 17)\n (:start . 8) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 20) (:start . 18)\n (:id . 44))\n ((:tag . "NN") (:stem . "dmyc") (:form . "dMyc") (:end . 25) (:start . 21)\n (:id . 45))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 30) (:start . 26)\n (:id . 46))\n ((:tag . "DT") (:stem . "a") (:form . 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(:end . 156) (:start . 155)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s3.188) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500761@unknown@formal@none@1@S@In fact, some dMyc+/-; repo>dEGFRλ;dp110CAAX animals were rescued to viability, indicating that dMyc is an essential rate-limiting output of EGFR-PI3K coactivation.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "fact") (:form . "fact") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 44))\n ((:tag . "DT") (:stem . "some") (:form . "some") (:end . 13) (:start . 9)\n (:id . 45))\n ((:tag . "NN") (:stem . "dmyc+/-") (:form . "dMyc+/-") (:end . 21)\n (:start . 14) (:id . 46))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 22) (:start . 21)\n (:id . 47))\n ((:tag . "NNP") (:stem . "repo>dEGFRλ;dp110CAAX")\n (:form . "repo>dEGFRλ;dp110CAAX") (:end . 44) (:start . 23) (:id . 48))\n ((:tag . "NNS") (:stem . "animal") (:form . "animals") (:end . 52)\n (:start . 45) (:id . 49))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 57) (:start . 53)\n (:id . 50))\n ((:tag . "VBN") (:stem . "rescue") (:form . "rescued") (:end . 65)\n (:start . 58) (:id . 51))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 68) (:start . 66)\n (:id . 52))\n ((:tag . "NN") (:stem . "viability") (:form . "viability") (:end . 78)\n (:start . 69) (:id . 53))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 79) (:start . 78)\n (:id . 54))\n ((:tag . "VBG") (:stem . "indicate") (:form . "indicating") (:end . 90)\n (:start . 80) (:id . 55))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 95) (:start . 91)\n (:id . 56))\n ((:tag . "NN") (:stem . "dmyc") (:form . "dMyc") (:end . 100) (:start . 96)\n (:id . 57))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 103) (:start . 101)\n (:id . 58))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 106) (:start . 104)\n (:id . 59))\n ((:tag . "JJ") (:stem . "essential") (:form . "essential") (:end . 116)\n (:start . 107) (:id . 60))\n ((:tag . "JJ") (:stem . "rate-limiting") (:form . "rate-limiting")\n (:end . 130) (:start . 117) (:id . 61))\n ((:tag . "NN") (:stem . "output") (:form . "output") (:end . 137)\n (:start . 131) (:id . 62))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 140) (:start . 138)\n (:id . 63))\n ((:tag . "NNP") (:stem . "EGFR-PI3K") (:form . "EGFR-PI3K") (:end . 150)\n (:start . 141) (:id . 64))\n ((:tag . "NN") (:stem . "coactivation") (:form . "coactivation") (:end . 163)\n (:start . 151) (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 164) (:start . 163)\n (:id . 66)))@@@1@25@((:hcues ((:id . :x3.189.1) (:span 80 95)))\n (:hscopes ((:id . :x3.189.1) (:span 80 163)))\n (:identifiers (:sid . :s3.189) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500762@unknown@formal@none@1@S@Myc and Max are required to drive EGFR;PI3K glial neoplasia via CyclinD-Cdk4.@(((:tag . "NNP") (:stem . "Myc") (:form . "Myc") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "NNP") (:stem . "Max") (:form . "Max") (:end . 11) (:start . 8)\n (:id . 44))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 15) (:start . 12)\n (:id . 45))\n ((:tag . "VBN") (:stem . "require") (:form . "required") (:end . 24)\n (:start . 16) (:id . 46))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 27) (:start . 25)\n (:id . 47))\n ((:tag . "VB") (:stem . "drive") (:form . "drive") (:end . 33) (:start . 28)\n (:id . 48))\n ((:tag . "NNP") (:stem . "EGFR;PI3K") (:form . "EGFR;PI3K") (:end . 43)\n (:start . 34) (:id . 49))\n ((:tag . "JJ") (:stem . "glial") (:form . "glial") (:end . 49) (:start . 44)\n (:id . 50))\n ((:tag . "NN") (:stem . "neoplasia") (:form . "neoplasia") (:end . 59)\n (:start . 50) (:id . 51))\n ((:tag . "IN") (:stem . "via") (:form . "via") (:end . 63) (:start . 60)\n (:id . 52))\n ((:tag . "NN") (:stem . "cyclind-cdk4") (:form . "CyclinD-Cdk4") (:end . 76)\n (:start . 64) (:id . 53))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 77) (:start . 76)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s3.190) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5500763@unknown@formal@none@1@S@Myc proteins activate transcription through heterodimerization with the bHLH Max.@(((:tag . "NNP") (:stem . "Myc") (:form . "Myc") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "VBP") (:stem . "activate") (:form . "activate") (:end . 21)\n (:start . 13) (:id . 44))\n ((:tag . "NN") (:stem . "transcription") (:form . "transcription")\n (:end . 35) (:start . 22) (:id . 45))\n ((:tag . "IN") (:stem . "through") (:form . "through") (:end . 43)\n (:start . 36) (:id . 46))\n ((:tag . "NN") (:stem . "heterodimerization") (:form . "heterodimerization")\n (:end . 62) (:start . 44) (:id . 47))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 67) (:start . 63)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 71) (:start . 68)\n (:id . 49))\n ((:tag . "JJ") (:stem . "bhlh") (:form . "bHLH") (:end . 76) (:start . 72)\n (:id . 50))\n ((:tag . "NNP") (:stem . "Max") (:form . "Max") (:end . 80) (:start . 77)\n (:id . 51))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 81) (:start . 80)\n (:id . 52)))@@@1@11@((:identifiers (:sid . :s3.191) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500764@unknown@formal@none@1@S@Max activity was also required for glial neoplasia; a dsRNA for dMax, the single Drosophila Max ortholog, strongly suppressed repo>dEGFRλ;dp110CAAX overgrowth (Figure 7E).@(((:tag . "NNP") (:stem . "Max") (:form . "Max") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "activity") (:form . "activity") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 16) (:start . 13)\n (:id . 44))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 21) (:start . 17)\n (:id . 45))\n ((:tag . "VBN") (:stem . "require") (:form . "required") (:end . 30)\n (:start . 22) (:id . 46))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 34) (:start . 31)\n (:id . 47))\n ((:tag . "JJ") (:stem . "glial") (:form . 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(:end . 199) (:start . 198)\n (:id . 73)))@@@1@32@((:hcues ((:id . :x3.201.1) (:span 72 87)))\n (:hscopes ((:id . :x3.201.1) (:span 72 198)))\n (:identifiers (:sid . :s3.201) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500774@unknown@formal@none@1@S@In contrast, co-overexpression of dMyc with dEGFRλ produced a phenotype on par with that of repo>dEGFRλ;dp110CAAX (Figure 8D), indicating that dMyc overexpression can substitute for PI3K activation and promote neoplasia when combined with EGFR signaling.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "contrast") (:form . "contrast") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 44))\n ((:tag . "NN") (:stem . "co-overexpression") (:form . "co-overexpression")\n (:end . 30) (:start . 13) (:id . 45))\n ((:tag . "IN") (:stem . 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"combined") (:end . 233)\n (:start . 225) (:id . 77))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 238) (:start . 234)\n (:id . 78))\n ((:tag . "NNP") (:stem . "EGFR") (:form . "EGFR") (:end . 243) (:start . 239)\n (:id . 79))\n ((:tag . "NN") (:stem . "signaling") (:form . "signaling") (:end . 253)\n (:start . 244) (:id . 80))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 254) (:start . 253)\n (:id . 81)))@@@1@40@((:hcues ((:id . :x3.202.1) (:span 127 142)))\n (:hscopes ((:id . :x3.202.1) (:span 127 253)))\n (:identifiers (:sid . :s3.202) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500775@unknown@formal@none@1@S@Myc overexpression or Rb loss synergizes with EGFR.@(((:tag . "NNP") (:stem . "Myc") (:form . "Myc") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "overexpression") (:form . "overexpression")\n (:end . 18) (:start . 4) (:id . 43))\n ((:tag . "CC") (:stem . 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"proliferation")\n (:end . 101) (:start . 88) (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 102) (:start . 101)\n (:id . 57)))@@@1@16@((:hcues ((:id . :x3.207.1) (:span 11 17)))\n (:hscopes ((:id . :x3.207.1) (:span 11 101)))\n (:identifiers (:sid . :s3.207) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500780@unknown@formal@none@1@S@Other known PI3K and dMyc-dMax target genes that promote proliferation include ribosomal proteins and translation regulators [49],[52], such as eIF4E, which is highly expressed in dEGFRλ;dp110CAAX glia and required for neoplasia (Figure 6 and Figure S11).@(((:tag . "JJ") (:stem . "other") (:form . "Other") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "VBN") (:stem . "know") (:form . "known") (:end . 11) (:start . 6)\n (:id . 43))\n ((:tag . "NN") (:stem . "pi3k") (:form . "PI3K") (:end . 16) (:start . 12)\n (:id . 44))\n ((:tag . "CC") (:stem . "and") (:form . 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(:end . 255) (:start . 254)\n (:id . 84)))@@@1@43@((:identifiers (:sid . :s3.208) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500781@unknown@formal@none@1@S@Our data imply that PI3K, dMyc, and dCyclinD-dCdk4 exist in a linear system, in which Rbf1 inactivation by dCyclinD-dCdk4 is one direct output of dp110CAAX or dMyc.@(((:tag . "PRP$") (:stem . "our") (:form . "Our") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "VBP") (:stem . "imply") (:form . "imply") (:end . 14) (:start . 9)\n (:id . 44))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 19) (:start . 15)\n (:id . 45))\n ((:tag . "NNP") (:stem . "PI3K") (:form . "PI3K") (:end . 24) (:start . 20)\n (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 25) (:start . 24)\n (:id . 47))\n ((:tag . "NN") (:stem . "dmyc") (:form . 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"[") (:end . 175) (:start . 174)\n (:id . 68))\n ((:tag . "CD") (:stem . "53") (:form . "53") (:end . 177) (:start . 175)\n (:id . 69))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 178) (:start . 177)\n (:id . 70))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 179) (:start . 178)\n (:id . 71)))@@@1@30@((:hcues ((:id . :x3.213.1) (:span 29 35)))\n (:hscopes ((:id . :x3.213.1) (:span 29 173)))\n (:identifiers (:sid . :s3.213) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500786@unknown@formal@none@1@S@Increased dCyclinE and Stg expression may accelerate cell cycle progression, perhaps through increased dCdk2 and dCdk1 activity and/or truncated G1 and G2 gap phases caused by constant dCyclinE and Stg protein levels [23].@(((:tag . "VBN") (:stem . "increase") (:form . "Increased") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "dcycline") (:form . 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(:end . 222) (:start . 221)\n (:id . 78)))@@@1@37@((:hcues ((:id . :x3.214.1) (:span 77 84)) ((:id . :x3.214.2) (:span 38 41)))\n (:hscopes ((:id . :x3.214.1) (:span 77 216))\n ((:id . :x3.214.2) (:span 38 216)))\n (:identifiers (:sid . :s3.214) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500787@unknown@formal@none@1@S@Consistent with this, we observed increased dCyclinE expression in Rbf1dsRNA;dEGFRλ;dp110CAAX glia relative to dEGFRλ;dp110CAAX glia (Figure 8H and 8I), and co-overexpression of Stg or dCyclinE-dCdk2 with dEGFRλ;dp110CAAX synergistically exacerbated glial neoplasia, yielding phenotypes similar to repo>RbfdsRNA;dEGFRλ;dp110CAAX (Figure 5E and Figure S9, data not shown).@(((:tag . "JJ") (:stem . "consistent") (:form . "Consistent") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 15) (:start . 11)\n (:id . 43))\n ((:tag . "DT") (:stem . "this") (:form . 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(:end . 371) (:start . 370)\n (:id . 94)))@@@1@53@((:identifiers (:sid . :s3.215) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500788@unknown@formal@none@1@S@To assess dCdk2 activity in repo>Rbf1dsRNA;dEGFRλ;dp110CAAX brains compared to repo>dEGFRλ;dp110CAAX brains, we stained for phospho-MPM2 (Figure S12), which detects nuclear foci in cells with active dCyclinE-dCdk2 complexes [54].@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VB") (:stem . "assess") (:form . "assess") (:end . 9) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "dcdk2") (:form . "dCdk2") (:end . 15) (:start . 10)\n (:id . 44))\n ((:tag . "NN") (:stem . "activity") (:form . "activity") (:end . 24)\n (:start . 16) (:id . 45))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 27) (:start . 25)\n (:id . 46))\n ((:tag . "NNP") (:stem . "repo>Rbf1dsRNA;dEGFRλ;dp110CAAX")\n (:form . 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(:end . 229) (:start . 228)\n (:id . 76)))@@@1@35@((:identifiers (:sid . :s3.216) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500789@unknown@formal@none@1@S@Phospho-MPM2 foci were present in glia of both genotypes, although repo>Rbf1dsRNA;dEGFRλ;dp110CAAX brains appeared to have a higher density of glia with phospho-MPM2 foci (Figure S12), suggesting that expanded expression of dCyclinE results in broader activation of dCdk2.@(((:tag . "NN") (:stem . "phospho-mpm2") (:form . "Phospho-MPM2") (:end . 12)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "focus") (:form . "foci") (:end . 17) (:start . 13)\n (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 22) (:start . 18)\n (:id . 44))\n ((:tag . "JJ") (:stem . "present") (:form . "present") (:end . 30)\n (:start . 23) (:id . 45))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 33) (:start . 31)\n (:id . 46))\n ((:tag . "NN") (:stem . 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(:end . 272) (:start . 271)\n (:id . 83)))@@@1@42@((:hcues ((:id . :x3.217.1) (:span 185 195))\n ((:id . :x3.217.2) (:span 106 114)))\n (:hscopes ((:id . :x3.217.1) (:span 185 271))\n ((:id . :x3.217.2) (:span 67 170)))\n (:identifiers (:sid . :s3.217) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500790@unknown@formal@none@1@S@Thus, while PI3K and Rbf1 act in a common genetic pathway linked by dCyclinD-dCdk4, Rbf1 loss nevertheless synergizes with mitogenic stimulation from combined EGFR and PI3K signaling, and this synergy emerges from increased expression of dCyclinE and Stg, rate-limiting regulators of the cell cycle.@(((:tag . "RB") (:stem . "thus") (:form . "Thus") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 5) (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "while") (:form . "while") (:end . 11) (:start . 6)\n (:id . 44))\n ((:tag . "NNP") (:stem . 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(:stem . ".") (:form . ".") (:end . 158) (:start . 157)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s3.222) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500795@unknown@formal@none@1@S@Through genetic analysis of our model, we identified crucial downstream effectors of EGFR and PI3K signaling, many of which are mutated and/or activated in human glioma.@(((:tag . "IN") (:stem . "through") (:form . "Through") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "JJ") (:stem . "genetic") (:form . "genetic") (:end . 15)\n (:start . 8) (:id . 43))\n ((:tag . "NN") (:stem . "analysis") (:form . "analysis") (:end . 24)\n (:start . 16) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 27) (:start . 25)\n (:id . 45))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 31) (:start . 28)\n (:id . 46))\n ((:tag . "NN") (:stem . "model") (:form . "model") (:end . 37) (:start . 32)\n (:id . 47))\n ((:tag . 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(:end . 97) (:start . 96)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s3.232) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500805@unknown@formal@none@1@S@This is consistent with findings that, in flies and mammals, EGFR-Ras, PI3K, and Tor signaling upregulate Myc protein levels [16],[49],[51],[59],[60].@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "JJ") (:stem . "consistent") (:form . "consistent") (:end . 18)\n (:start . 8) (:id . 44))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 23) (:start . 19)\n (:id . 45))\n ((:tag . "NNS") (:stem . "finding") (:form . "findings") (:end . 32)\n (:start . 24) (:id . 46))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 37) (:start . 33)\n (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . 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(:end . 184) (:start . 183)\n (:id . 69)))@@@1@28@((:hcues ((:id . :x3.246.1) (:span 134 141)) ((:id . :x3.246.2) (:span 70 73)))\n (:hscopes ((:id . :x3.246.1) (:span 124 183))\n ((:id . :x3.246.2) (:span 70 183)))\n (:identifiers (:sid . :s3.246) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500819@unknown@formal@none@1@S@Moreover, our results argue that cell-type specific factors govern glial neoplasia.@(((:tag . "RB") (:stem . "moreover") (:form . "Moreover") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 9) (:start . 8) (:id . 43))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 13) (:start . 10)\n (:id . 44))\n ((:tag . "NNS") (:stem . "result") (:form . "results") (:end . 21)\n (:start . 14) (:id . 45))\n ((:tag . "VBP") (:stem . "argue") (:form . "argue") (:end . 27) (:start . 22)\n (:id . 46))\n ((:tag . "IN") (:stem . "that") (:form . 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(:end . 157) (:start . 156)\n (:id . 68)))@@@1@27@((:hcues ((:id . :x3.249.1) (:span 0 7)))\n (:hscopes ((:id . :x3.249.1) (:span 0 156)))\n (:identifiers (:sid . :s3.249) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500822@unknown@formal@none@1@S@Dap is highly regulated in a cell-type specific manner [26], and studies of Dap regulation in glia may further illuminate the genetic origins of glioma, especially given that lack of p21 expression may underlie the tumorigenic response of mammalian glial progenitors to constitutively active EGFR [65].@(((:tag . "NNP") (:stem . "Dap") (:form . "Dap") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 6) (:start . 4)\n (:id . 43))\n ((:tag . "RB") (:stem . "highly") (:form . "highly") (:end . 13) (:start . 7)\n (:id . 44))\n ((:tag . "VBN") (:stem . "regulate") (:form . 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(:end . 78) (:start . 77)\n (:id . 53)))@@@1@12@((:identifiers (:sid . :s3.263) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500836@unknown@formal@none@1@S@Other than UAS-PTENdsRNA lines from Bloomington, all UAS-dsRNA lines were obtained from the VDRC stock center [11].@(((:tag . "JJ") (:stem . "other") (:form . "Other") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 10) (:start . 6)\n (:id . 43))\n ((:tag . "NNP") (:stem . "UAS-PTENdsRNA") (:form . "UAS-PTENdsRNA")\n (:end . 24) (:start . 11) (:id . 44))\n ((:tag . "NNS") (:stem . "line") (:form . "lines") (:end . 30) (:start . 25)\n (:id . 45))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 35) (:start . 31)\n (:id . 46))\n ((:tag . "NNP") (:stem . "Bloomington") (:form . "Bloomington") (:end . 47)\n (:start . 36) (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 48) (:start . 47)\n (:id . 48))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 52) (:start . 49)\n (:id . 49))\n ((:tag . "NNP") (:stem . "UAS-dsRNA") (:form . "UAS-dsRNA") (:end . 62)\n (:start . 53) (:id . 50))\n ((:tag . "NNS") (:stem . "line") (:form . "lines") (:end . 68) (:start . 63)\n (:id . 51))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 73) (:start . 69)\n (:id . 52))\n ((:tag . "VBN") (:stem . "obtain") (:form . "obtained") (:end . 82)\n (:start . 74) (:id . 53))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 87) (:start . 83)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 91) (:start . 88)\n (:id . 55))\n ((:tag . "NNP") (:stem . "VDRC") (:form . "VDRC") (:end . 96) (:start . 92)\n (:id . 56))\n ((:tag . "NN") (:stem . "stock") (:form . "stock") (:end . 102) (:start . 97)\n (:id . 57))\n ((:tag . "NN") (:stem . "center") (:form . "center") (:end . 109)\n (:start . 103) (:id . 58))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 111) (:start . 110)\n (:id . 59))\n ((:tag . "CD") (:stem . "11") (:form . "11") (:end . 113) (:start . 111)\n (:id . 60))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 114) (:start . 113)\n (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 115) (:start . 114)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s3.264) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500837@unknown@formal@none@1@S@The following stocks were obtained from other investigators: UAS-dEGFRλ ( T. Schubach), UAS-dEGFRElp, UAS-dEGFRwild-type (N. Baker), UAS-dPTEN, FRT40A dPTEN2L117, UAS-dFoxOSA (S. Oldham), UAS-dap (I. Hariharan), UAS-dp110wild-type, UAS-dCycD, UAS-dCdk4, UAS-dMyc, dMyc4 (B. Edgar), UAS-Rbf1 (N. Dyson), appl-Gal4 (K. Finley), pros-Gal4 (B. Ohlstein), wor-Gal4 (C. Doe), gcm-Gal4 (V. Hartenstein), dTor2L7, dTorl(2)k17004 (R. Bodmer), dRictorΔ2 (S. Cohen), and stgCB03726 (A. 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"dtor2l7") (:form . "dTor2L7") (:end . 404)\n (:start . 397) (:id . 126))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 405) (:start . 404)\n (:id . 127))\n ((:tag . "CD") (:stem . "dTorl(2)k17004") (:form . "dTorl(2)k17004")\n (:end . 420) (:start . 406) (:id . 128))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 422) (:start . 421)\n (:id . 129))\n ((:tag . "NNP") (:stem . "R.") (:form . "R.") (:end . 424) (:start . 422)\n (:id . 130))\n ((:tag . "NNP") (:stem . "Bodmer") (:form . "Bodmer") (:end . 431)\n (:start . 425) (:id . 131))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 432) (:start . 431)\n (:id . 132))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 433) (:start . 432)\n (:id . 133))\n ((:tag . "NN") (:stem . "drictorδ2") (:form . "dRictorΔ2") (:end . 443)\n (:start . 434) (:id . 134))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 445) (:start . 444)\n (:id . 135))\n ((:tag . "NNP") (:stem . "S.") (:form . "S.") 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(:end . 61) (:start . 60)\n (:id . 52)))@@@1@11@((:identifiers (:sid . :s3.276) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500849@unknown@formal@none@1@S@Flies were initially grown at 18°C or 20°C to minimize spontaneous clones, which occurred at a low frequency during late larval-pupal stages.@(((:tag . "NNS") (:stem . "fly") (:form . "Flies") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 10) (:start . 6)\n (:id . 43))\n ((:tag . "RB") (:stem . "initially") (:form . "initially") (:end . 20)\n (:start . 11) (:id . 44))\n ((:tag . "VBN") (:stem . "grow") (:form . "grown") (:end . 26) (:start . 21)\n (:id . 45))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 29) (:start . 27)\n (:id . 46))\n ((:tag . "NN") (:stem . "18°c") (:form . "18°C") (:end . 34) (:start . 30)\n (:id . 47))\n ((:tag . "CC") (:stem . "or") (:form . 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(:end . 141) (:start . 140)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s3.277) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500850@unknown@formal@none@1@S@3rd instar larvae, 0–48 hr pupae, or 0–2 day old young adults were treated with heat shock to induce clones and subsequently cultured at 25°C for 1–4 weeks.@(((:tag . "LS") (:stem . "3rd") (:form . "3rd") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "instar") (:form . "instar") (:end . 10) (:start . 4)\n (:id . 43))\n ((:tag . "NNS") (:stem . "larva") (:form . "larvae") (:end . 17)\n (:start . 11) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 18) (:start . 17)\n (:id . 45))\n ((:tag . "CD") (:stem . "0–48") (:form . "0–48") (:end . 23) (:start . 19)\n (:id . 46))\n ((:tag . "NN") (:stem . "hr") (:form . "hr") (:end . 26) (:start . 24)\n (:id . 47))\n ((:tag . "NNS") (:stem . "pupa") (:form . 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(:end . 171) (:start . 170)\n (:id . 78)))@@@1@37@((:identifiers (:sid . :s3.283) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500856@unknown@formal@none@1@S@Stains were performed in 1×PBS 10% BSA with 0.3% Triton-X100 for larval brains and 0.5% Triton-X100 for adult samples.@(((:tag . "NNS") (:stem . "stain") (:form . "Stains") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 11) (:start . 7)\n (:id . 43))\n ((:tag . "VBN") (:stem . "perform") (:form . "performed") (:end . 21)\n (:start . 12) (:id . 44))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 24) (:start . 22)\n (:id . 45))\n ((:tag . "NNP") (:stem . "1×PBS") (:form . "1×PBS") (:end . 30) (:start . 25)\n (:id . 46))\n ((:tag . "CD") (:stem . "10") (:form . "10") (:end . 33) (:start . 31)\n (:id . 47))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 34) (:start . 33)\n (:id . 48))\n ((:tag . 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",") (:end . 96) (:start . 95)\n (:id . 56))\n ((:tag . "NN") (:stem . "histochemistry") (:form . "histochemistry")\n (:end . 111) (:start . 97) (:id . 57))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 112) (:start . 111)\n (:id . 58))\n ((:tag . "NN") (:stem . "imaging") (:form . "imaging") (:end . 120)\n (:start . 113) (:id . 59))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 121) (:start . 120)\n (:id . 60))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 125) (:start . 122)\n (:id . 61))\n ((:tag . "NN") (:stem . "image") (:form . "image") (:end . 131)\n (:start . 126) (:id . 62))\n ((:tag . "NN") (:stem . "processing") (:form . "processing") (:end . 142)\n (:start . 132) (:id . 63))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 146) (:start . 143)\n (:id . 64))\n ((:tag . "VBN") (:stem . "perform") (:form . "performed") (:end . 156)\n (:start . 147) (:id . 65))\n ((:tag . "IN") (:stem . "in") (:form . 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"Information") (:end . 22)\n (:start . 11) (:id . 43)))@@@1@2@((:identifiers (:sid . :s3.293) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5500866@unknown@formal@none@1@S@Figure S1 Diagram of Drosophila EGFR mutant forms.@(((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "S1") (:form . "S1") (:end . 9) (:start . 7)\n (:id . 43))\n ((:tag . "NNP") (:stem . "Diagram") (:form . "Diagram") (:end . 17)\n (:start . 10) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 20) (:start . 18)\n (:id . 45))\n ((:tag . "FW") (:stem . "drosophila") (:form . "Drosophila") (:end . 31)\n (:start . 21) (:id . 46))\n ((:tag . "NNP") (:stem . "EGFR") (:form . "EGFR") (:end . 36) (:start . 32)\n (:id . 47))\n ((:tag . "JJ") (:stem . "mutant") (:form . "mutant") (:end . 43)\n (:start . 37) (:id . 48))\n ((:tag . "NNS") (:stem . "form") (:form . "forms") (:end . 49) (:start . 44)\n (:id . 49))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 50) (:start . 49)\n (:id . 50)))@@@1@9@((:identifiers (:sid . :s3.294) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500867@unknown@formal@none@1@S@Proteins are shown as horizontal bars along which functional domains are indicated, and the locations of alterations in mutant forms are noted.@(((:tag . "NNPS") (:stem . "Protein") (:form . "Proteins") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 12) (:start . 9)\n (:id . 43))\n ((:tag . "VBN") (:stem . "show") (:form . "shown") (:end . 18) (:start . 13)\n (:id . 44))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 21) (:start . 19)\n (:id . 45))\n ((:tag . "JJ") (:stem . "horizontal") (:form . "horizontal") (:end . 32)\n (:start . 22) (:id . 46))\n ((:tag . "NNS") (:stem . "bar") (:form . 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(:end . 143) (:start . 142)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s3.295) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500868@unknown@formal@none@1@S@Wild-type human EGFR and Drosophila EGFR (dEGFR) show extensive conservation, with 55% homology in the kinase domain and 41% homology in the ligand-binding portion of the extracellular domain, which includes extensive cysteine repeats.@(((:tag . "JJ") (:stem . "wild-type") (:form . "Wild-type") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "JJ") (:stem . "human") (:form . "human") (:end . 15) (:start . 10)\n (:id . 43))\n ((:tag . "NNP") (:stem . "EGFR") (:form . "EGFR") (:end . 20) (:start . 16)\n (:id . 44))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 24) (:start . 21)\n (:id . 45))\n ((:tag . "NNP") (:stem . "Drosophila") (:form . "Drosophila") (:end . 35)\n (:start . 25) (:id . 46))\n ((:tag . "NNP") (:stem . "EGFR") (:form . 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"extensive") (:end . 217)\n (:start . 208) (:id . 78))\n ((:tag . "NN") (:stem . "cysteine") (:form . "cysteine") (:end . 226)\n (:start . 218) (:id . 79))\n ((:tag . "NNS") (:stem . "repeat") (:form . "repeats") (:end . 234)\n (:start . 227) (:id . 80))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 235) (:start . 234)\n (:id . 81)))@@@1@40@((:identifiers (:sid . :s3.296) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500869@unknown@formal@none@1@S@The signal peptide is labeled in yellow.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "signal") (:form . "signal") (:end . 10) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "peptide") (:form . "peptide") (:end . 18)\n (:start . 11) (:id . 44))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 21) (:start . 19)\n (:id . 45))\n ((:tag . "VBN") (:stem . "label") (:form . 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(:end . 156) (:start . 155)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s3.298) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500871@unknown@formal@none@1@S@Both human EGFR and dEGFR show extensive cysteine repeats in the extracellular domain, indicated in blue.@(((:tag . "CC") (:stem . "both") (:form . "Both") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "human") (:form . "human") (:end . 10) (:start . 5)\n (:id . 43))\n ((:tag . "NNP") (:stem . "EGFR") (:form . "EGFR") (:end . 15) (:start . 11)\n (:id . 44))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 19) (:start . 16)\n (:id . 45))\n ((:tag . "NNP") (:stem . "dEGFR") (:form . "dEGFR") (:end . 25) (:start . 20)\n (:id . 46))\n ((:tag . "VBP") (:stem . "show") (:form . "show") (:end . 30) (:start . 26)\n (:id . 47))\n ((:tag . "JJ") (:stem . "extensive") (:form . "extensive") (:end . 40)\n (:start . 31) (:id . 48))\n ((:tag . 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(:end . 102) (:start . 101)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s3.361) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500934@unknown@formal@none@1@S@(C–D) Elav expression (red) in wild-type (C) and repo>dEGFRλ;dp110CAAX brains (D), shown alone (left panels) and overlaid (right panels) with the CD8GFP (green) glial marker and HRP (blue) neuronal marker.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "C–D") (:form . "C–D") (:end . 4) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 5) (:start . 4) (:id . 44))\n ((:tag . "NNP") (:stem . "Elav") (:form . "Elav") (:end . 10) (:start . 6)\n (:id . 45))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 21)\n (:start . 11) (:id . 46))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 23) (:start . 22)\n (:id . 47))\n ((:tag . "NN") (:stem . 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"glial") (:end . 166)\n (:start . 161) (:id . 80))\n ((:tag . "NN") (:stem . "marker") (:form . "marker") (:end . 173)\n (:start . 167) (:id . 81))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 177) (:start . 174)\n (:id . 82))\n ((:tag . "NNP") (:stem . "HRP") (:form . "HRP") (:end . 181) (:start . 178)\n (:id . 83))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 183) (:start . 182)\n (:id . 84))\n ((:tag . "JJ") (:stem . "blue") (:form . "blue") (:end . 187) (:start . 183)\n (:id . 85))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 188) (:start . 187)\n (:id . 86))\n ((:tag . "JJ") (:stem . "neuronal") (:form . "neuronal") (:end . 197)\n (:start . 189) (:id . 87))\n ((:tag . "NN") (:stem . "marker") (:form . "marker") (:end . 204)\n (:start . 198) (:id . 88))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 205) (:start . 204)\n (:id . 89)))@@@1@48@((:identifiers (:sid . :s3.362) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500935@unknown@formal@none@1@S@In both genotypes, Elav is highly expressed in neurons (‘N’) but absent from glia (green cell bodies indicated by white arrows).@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "both") (:form . "both") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "NNS") (:stem . "genotype") (:form . "genotypes") (:end . 17)\n (:start . 8) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 18) (:start . 17)\n (:id . 45))\n ((:tag . "NNP") (:stem . "Elav") (:form . "Elav") (:end . 23) (:start . 19)\n (:id . 46))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 26) (:start . 24)\n (:id . 47))\n ((:tag . "RB") (:stem . "highly") (:form . 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".") (:form . ".") (:end . 128) (:start . 127)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s3.363) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500936@unknown@formal@none@1@S@(E–F) Miranda expression (red) in wild-type (E) and repo>dEGFRλ;dp110CAAX (F) brains, shown alone (left panels) and overlaid (right panels) with CD8GFP (green) glial marker and HRP (blue) neuronal marker.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "E–F") (:form . "E–F") (:end . 4) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 5) (:start . 4) (:id . 44))\n ((:tag . "NNP") (:stem . "Miranda") (:form . "Miranda") (:end . 13)\n (:start . 6) (:id . 45))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 24)\n (:start . 14) (:id . 46))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 26) (:start . 25)\n (:id . 47))\n ((:tag . 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"(") (:stem . "(") (:form . "(") (:end . 126) (:start . 125)\n (:id . 70))\n ((:tag . "JJ") (:stem . "right") (:form . "right") (:end . 131)\n (:start . 126) (:id . 71))\n ((:tag . "NNS") (:stem . "panel") (:form . "panels") (:end . 138)\n (:start . 132) (:id . 72))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 139) (:start . 138)\n (:id . 73))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 144) (:start . 140)\n (:id . 74))\n ((:tag . "NNP") (:stem . "CD8GFP") (:form . "CD8GFP") (:end . 151)\n (:start . 145) (:id . 75))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 153) (:start . 152)\n (:id . 76))\n ((:tag . "NN") (:stem . "green") (:form . "green") (:end . 158)\n (:start . 153) (:id . 77))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 159) (:start . 158)\n (:id . 78))\n ((:tag . "JJ") (:stem . "glial") (:form . "glial") (:end . 165)\n (:start . 160) (:id . 79))\n ((:tag . "NN") (:stem . "marker") (:form . "marker") (:end . 172)\n (:start . 166) (:id . 80))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 176) (:start . 173)\n (:id . 81))\n ((:tag . "NNP") (:stem . "HRP") (:form . "HRP") (:end . 180) (:start . 177)\n (:id . 82))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 182) (:start . 181)\n (:id . 83))\n ((:tag . "JJ") (:stem . "blue") (:form . "blue") (:end . 186) (:start . 182)\n (:id . 84))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 187) (:start . 186)\n (:id . 85))\n ((:tag . "JJ") (:stem . "neuronal") (:form . "neuronal") (:end . 196)\n (:start . 188) (:id . 86))\n ((:tag . "NN") (:stem . "marker") (:form . "marker") (:end . 203)\n (:start . 197) (:id . 87))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 204) (:start . 203)\n (:id . 88)))@@@1@47@((:identifiers (:sid . :s3.364) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500937@unknown@formal@none@1@S@In both genotypes, Miranda is highly expressed in neuroblasts (‘NB’), which are identified by their characteristic positions and large cell bodies, but is absent from glia (green cell bodies, indicated by white arrows).@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "both") (:form . "both") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "NNS") (:stem . "genotype") (:form . "genotypes") (:end . 17)\n (:start . 8) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 18) (:start . 17)\n (:id . 45))\n ((:tag . "NNP") (:stem . "Miranda") (:form . "Miranda") (:end . 26)\n (:start . 19) (:id . 46))\n ((:tag . "VBZ") (:stem . "be") (:form . 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"bodies") (:end . 146)\n (:start . 140) (:id . 68))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 147) (:start . 146)\n (:id . 69))\n ((:tag . "CC") (:stem . "but") (:form . "but") (:end . 151) (:start . 148)\n (:id . 70))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 154) (:start . 152)\n (:id . 71))\n ((:tag . "JJ") (:stem . "absent") (:form . "absent") (:end . 161)\n (:start . 155) (:id . 72))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 166) (:start . 162)\n (:id . 73))\n ((:tag . "NN") (:stem . "glia") (:form . "glia") (:end . 171) (:start . 167)\n (:id . 74))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 173) (:start . 172)\n (:id . 75))\n ((:tag . "JJ") (:stem . "green") (:form . "green") (:end . 178)\n (:start . 173) (:id . 76))\n ((:tag . "NN") (:stem . "cell") (:form . "cell") (:end . 183) (:start . 179)\n (:id . 77))\n ((:tag . "NNS") (:stem . "body") (:form . "bodies") (:end . 190)\n (:start . 184) (:id . 78))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 191) (:start . 190)\n (:id . 79))\n ((:tag . "VBN") (:stem . "indicate") (:form . "indicated") (:end . 201)\n (:start . 192) (:id . 80))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 204) (:start . 202)\n (:id . 81))\n ((:tag . "JJ") (:stem . "white") (:form . "white") (:end . 210)\n (:start . 205) (:id . 82))\n ((:tag . "NNS") (:stem . "arrow") (:form . "arrows") (:end . 217)\n (:start . 211) (:id . 83))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 218) (:start . 217)\n (:id . 84))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 219) (:start . 218)\n (:id . 85)))@@@1@44@((:identifiers (:sid . :s3.365) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500938@unknown@formal@none@1@S@Genotypes: (A,C,E) UAS-CD8GFP/+; repo-Gal4/+ (B,D,F) UAS-dEGFRλ UAS-dp110CAAX/+; UAS-CD8GFP/+; repo-Gal4/+. (9.24 MB TIF)@(((:tag . "NNP") (:stem . "Genotype") (:form . 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"Anterior") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "up") (:form . "up") (:end . 11) (:start . 9)\n (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 44))\n ((:tag . "NN") (:stem . "midline") (:form . "midline") (:end . 20)\n (:start . 13) (:id . 45))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 23) (:start . 21)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 27) (:start . 24)\n (:id . 47))\n ((:tag . "NN") (:stem . "left") (:form . "left") (:end . 32) (:start . 28)\n (:id . 48))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 33) (:start . 32)\n (:id . 49)))@@@1@8@((:identifiers (:sid . :s3.416) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500989@unknown@formal@none@1@S@Each individual staining pattern is shown alone (left panels) and with overlaid glial or neuronal markers (right panels).@(((:tag . 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(:end . 53) (:start . 52)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s3.420) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5500993@unknown@formal@none@1@S@Red marks histochemical stains for each indicated protein in repo>dEGFRλ;dp110CAAX (A,C,E,G,I,K) and repo>dEGFRλ;dp110CAAX with each indicated dsRNA construct (B,D,F,H,J,L).@(((:tag . "JJ") (:stem . "red") (:form . "Red") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "mark") (:form . "marks") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . "JJ") (:stem . "histochemical") (:form . "histochemical")\n (:end . 23) (:start . 10) (:id . 44))\n ((:tag . "NNS") (:stem . "stain") (:form . "stains") (:end . 30)\n (:start . 24) (:id . 45))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 34) (:start . 31)\n (:id . 46))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 39) (:start . 35)\n (:id . 47))\n ((:tag . "VBN") (:stem . 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(:end . 29) (:start . 28)\n (:id . 48)))@@@1@7@((:identifiers (:sid . :s3.476) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501049@unknown@formal@none@1@S@Midline to the left.@(((:tag . "NNP") (:stem . "Midline") (:form . "Midline") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 10) (:start . 8)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 14) (:start . 11)\n (:id . 44))\n ((:tag . "NN") (:stem . "left") (:form . "left") (:end . 19) (:start . 15)\n (:id . 45))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 20) (:start . 19)\n (:id . 46)))@@@1@5@((:identifiers (:sid . :s3.477) (:did . :pmc2636203) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501050@unknown@formal@none@1@S@This clone of normal glia is labeled with membrane-bound CD8GFP (green) and shows cells in a cell-body rich region of the central brain adjacent to the optic lobe.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "clone") (:form . "clone") (:end . 10) (:start . 5)\n (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 13) (:start . 11)\n (:id . 44))\n ((:tag . "JJ") (:stem . "normal") (:form . "normal") (:end . 20)\n (:start . 14) (:id . 45))\n ((:tag . "NN") (:stem . "glia") (:form . "glia") (:end . 25) (:start . 21)\n (:id . 46))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 28) (:start . 26)\n (:id . 47))\n ((:tag . "VBN") (:stem . "label") (:form . 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(:end . 388) (:start . 387)\n (:id . 110)))@@@1@69@((:hcues ((:id . :x4.28.1) (:span 262 264)) ((:id . :x4.28.2) (:span 152 154))\n ((:id . :x4.28.3) (:span 144 151)) ((:id . :x4.28.4) (:span 34 38)))\n (:hscopes ((:id . :x4.28.1) (:span 184 361))\n ((:id . :x4.28.2) (:span 152 361)) ((:id . :x4.28.3) (:span 144 361))\n ((:id . :x4.28.4) (:span 34 112)))\n (:identifiers (:sid . :s4.28) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501081@unknown@formal@none@1@S@We previously proposed that the KLP61F-driven outward sliding of ipMTs drives pre-anaphase B poleward flux and anaphase B spindle elongation (Brust-Mascher and Scholey, 2002 ; Brust-Mascher et al., 2004 ).@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "RB") (:stem . "previously") (:form . "previously") (:end . 13)\n (:start . 3) (:id . 43))\n ((:tag . "VBD") (:stem . "propose") (:form . 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(:end . 159) (:start . 158)\n (:id . 70)))@@@1@29@((:hcues ((:id . :x4.32.1) (:span 27 29)) ((:id . :x4.32.2) (:span 19 26)))\n (:hscopes ((:id . :x4.32.1) (:span 27 158)) ((:id . :x4.32.2) (:span 19 158)))\n (:identifiers (:sid . :s4.32) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501085@unknown@formal@none@1@S@In the current study we addressed some of these uncertainties by undertaking a systematic investigation of the spectrum of mitotic functions of kinesin-5, through antibody-induced dissociation of KLP61F from Drosophila syncytial blastoderm-stage embryo spindles, using an experimental system where the extent of dissociation can be directly observed.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "JJ") (:stem . "current") (:form . 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(:end . 128) (:start . 127)\n (:id . 64)))@@@1@23@((:hcues ((:id . :x4.35.1) (:span 109 116)))\n (:hscopes ((:id . :x4.35.1) (:span 109 127)))\n (:identifiers (:sid . :s4.35) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501088@unknown@formal@none@1@S@MATERIALS AND METHODS@(((:tag . "NNP") (:stem . "MATERIALS") (:form . "MATERIALS") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "CC") (:stem . "and") (:form . "AND") (:end . 13) (:start . 10)\n (:id . 43))\n ((:tag . "NNP") (:stem . "METHODS") (:form . "METHODS") (:end . 21)\n (:start . 14) (:id . 44)))@@@1@3@((:identifiers (:sid . :s4.36) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5501089@unknown@formal@none@1@S@Drosophila Stocks@(((:tag . "NNP") (:stem . "Drosophila") (:form . "Drosophila") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "stock") (:form . 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(:end . 470) (:start . 469)\n (:id . 125)))@@@1@84@((:identifiers (:sid . :s4.39) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501092@unknown@formal@none@1@S@Generation of klp61f Mutant Fly Lines Expressing GFP-Tubulin@(((:tag . "NNP") (:stem . "Generation") (:form . "Generation") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 13) (:start . 11)\n (:id . 43))\n ((:tag . "NN") (:stem . "klp61f") (:form . "klp61f") (:end . 20)\n (:start . 14) (:id . 44))\n ((:tag . "NNP") (:stem . "Mutant") (:form . "Mutant") (:end . 27)\n (:start . 21) (:id . 45))\n ((:tag . "NNP") (:stem . "Fly") (:form . "Fly") (:end . 31) (:start . 28)\n (:id . 46))\n ((:tag . "NNP") (:stem . "Lines") (:form . "Lines") (:end . 37) (:start . 32)\n (:id . 47))\n ((:tag . "NNP") (:stem . "Expressing") (:form . "Expressing") (:end . 48)\n (:start . 38) (:id . 48))\n ((:tag . "NNP") (:stem . "GFP-Tubulin") (:form . "GFP-Tubulin") (:end . 60)\n (:start . 49) (:id . 49)))@@@1@8@((:identifiers (:sid . :s4.40) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5501093@unknown@formal@none@1@S@Standard genetic techniques were used to generate flies with GFP::tubulin on the second chromosome and these were then crossed into different alleles of klp61f mutants for genetic analyses.@(((:tag . "JJ") (:stem . "standard") (:form . "Standard") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "JJ") (:stem . "genetic") (:form . "genetic") (:end . 16)\n (:start . 9) (:id . 43))\n ((:tag . "NNS") (:stem . "technique") (:form . "techniques") (:end . 27)\n (:start . 17) (:id . 44))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 32) (:start . 28)\n (:id . 45))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 37) (:start . 33)\n (:id . 46))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 40) (:start . 38)\n (:id . 47))\n ((:tag . "VB") (:stem . "generate") (:form . "generate") (:end . 49)\n (:start . 41) (:id . 48))\n ((:tag . "NNS") (:stem . "fly") (:form . "flies") (:end . 55) (:start . 50)\n (:id . 49))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 60) (:start . 56)\n (:id . 50))\n ((:tag . "NNP") (:stem . "GFP::tubulin") (:form . "GFP::tubulin") (:end . 73)\n (:start . 61) (:id . 51))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 76) (:start . 74)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 80) (:start . 77)\n (:id . 53))\n ((:tag . "JJ") (:stem . "second") (:form . "second") (:end . 87)\n (:start . 81) (:id . 54))\n ((:tag . "NN") (:stem . "chromosome") (:form . "chromosome") (:end . 98)\n (:start . 88) (:id . 55))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 102) (:start . 99)\n (:id . 56))\n ((:tag . "DT") (:stem . "these") (:form . 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"for") (:end . 171) (:start . 168)\n (:id . 67))\n ((:tag . "JJ") (:stem . "genetic") (:form . "genetic") (:end . 179)\n (:start . 172) (:id . 68))\n ((:tag . "NNS") (:stem . "analysis") (:form . "analyses") (:end . 188)\n (:start . 180) (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 189) (:start . 188)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s4.41) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501094@unknown@formal@none@1@S@Briefly, we first crossed y[1] w[*]; P{w[+mC] = UASp-GFPS65C-alphaTub84B{14-6-II/P{w[+mC] = UASp-GFPS65C-alphaTub84B{14-6-II with yw;P{Act5C-Gal4{/CyO,y+ or w*; P{w[+mC] = matalpha4-GAL-VP16{V2H.@(((:tag . "RB") (:stem . "briefly") (:form . "Briefly") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . 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"P{w[+mC") (:end . 168)\n (:start . 161) (:id . 64))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 169) (:start . 168)\n (:id . 65))\n ((:tag . "SYM") (:stem . "=") (:form . "=") (:end . 171) (:start . 170)\n (:id . 66))\n ((:tag . "FW") (:stem . "matalpha4-GAL-VP16{V2H")\n (:form . "matalpha4-GAL-VP16{V2H") (:end . 194) (:start . 172) (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 195) (:start . 194)\n (:id . 68)))@@@1@27@((:hcues ((:id . :x4.42.1) (:span 154 156)))\n (:hscopes ((:id . :x4.42.1) (:span 26 194)))\n (:identifiers (:sid . :s4.42) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501095@unknown@formal@none@1@S@We selected P{w[+mC] = UASp-GFPS65C-alphaTub84B{14-6-II/P{Act5C-Gal4{or P{w[+mC] = UASp-GFPS65C-alphaTub84B{14-6-II/P{w[+mC] = matalpha4-GAL-VP16{V2H females and crossed them with w; ln(2LR)Gla,wgGla-1Bc1/CyO males.@(((:tag . "PRP") (:stem . "we") (:form . 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";") (:end . 182) (:start . 181)\n (:id . 61))\n ((:tag . "JJ") (:stem . "ln(2LR)Gla,wgGla-1Bc1/CyO")\n (:form . "ln(2LR)Gla,wgGla-1Bc1/CyO") (:end . 208) (:start . 183)\n (:id . 62))\n ((:tag . "NNS") (:stem . "male") (:form . "males") (:end . 214)\n (:start . 209) (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 215) (:start . 214)\n (:id . 64)))@@@1@23@((:hcues ((:id . :x4.43.1) (:span 69 71)))\n (:hscopes ((:id . :x4.43.1) (:span 12 149)))\n (:identifiers (:sid . :s4.43) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501096@unknown@formal@none@1@S@We selected progeny in which recombination between the UAS-GFP-tubulin and the Gal4 driver had occurred by picking fluorescent larvae and used individual flies to make balanced stocks.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "select") (:form . 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"individual") (:end . 153)\n (:start . 143) (:id . 63))\n ((:tag . "NNS") (:stem . "fly") (:form . "flies") (:end . 159) (:start . 154)\n (:id . 64))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 162) (:start . 160)\n (:id . 65))\n ((:tag . "VB") (:stem . "make") (:form . "make") (:end . 167) (:start . 163)\n (:id . 66))\n ((:tag . "JJ") (:stem . "balanced") (:form . "balanced") (:end . 176)\n (:start . 168) (:id . 67))\n ((:tag . "NNS") (:stem . "stock") (:form . "stocks") (:end . 183)\n (:start . 177) (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 184) (:start . 183)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s4.44) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501097@unknown@formal@none@1@S@All stocks were from the Bloomington Stock Center.@(((:tag . "DT") (:stem . "all") (:form . "All") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "stock") (:form . "stocks") (:end . 10) (:start . 4)\n (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 15) (:start . 11)\n (:id . 44))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 20) (:start . 16)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 24) (:start . 21)\n (:id . 46))\n ((:tag . "NNP") (:stem . "Bloomington") (:form . "Bloomington") (:end . 36)\n (:start . 25) (:id . 47))\n ((:tag . "NNP") (:stem . "Stock") (:form . "Stock") (:end . 42) (:start . 37)\n (:id . 48))\n ((:tag . "NNP") (:stem . "Center") (:form . "Center") (:end . 49)\n (:start . 43) (:id . 49))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 50) (:start . 49)\n (:id . 50)))@@@1@9@((:identifiers (:sid . :s4.45) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501098@unknown@formal@none@1@S@To cross these balanced lines expressing GFP-tubulin under the Gal 4 driver with klp61f mutants (provided by Margarete Heck, University of Edinburgh; Andrea Pereira, University of Massachusetts; and Patricia Wilson, Georgia State University), we first crossed both lines with w; Sp/CyORoi; Ly/TM3Sbe flies (provided by Dr Jeanette Naetzle, University of California Davis), in which we had replaced the TM3 balancer with KrGFPTM3 or TM6 to distinguish homozygous from heterozygous embryos or larvae, respectively.@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VB") (:stem . "cross") (:form . "cross") (:end . 8) (:start . 3)\n (:id . 43))\n ((:tag . "DT") (:stem . "these") (:form . 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"NN") (:stem . "klp61f") (:form . "klp61f") (:end . 87)\n (:start . 81) (:id . 55))\n ((:tag . "NNS") (:stem . "mutant") (:form . "mutants") (:end . 95)\n (:start . 88) (:id . 56))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 97) (:start . 96)\n (:id . 57))\n ((:tag . "VBN") (:stem . "provide") (:form . "provided") (:end . 105)\n (:start . 97) (:id . 58))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 108) (:start . 106)\n (:id . 59))\n ((:tag . "NNP") (:stem . "Margarete") (:form . "Margarete") (:end . 118)\n (:start . 109) (:id . 60))\n ((:tag . "NNP") (:stem . "Heck") (:form . "Heck") (:end . 123) (:start . 119)\n (:id . 61))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 124) (:start . 123)\n (:id . 62))\n ((:tag . "NNP") (:stem . "University") (:form . "University") (:end . 135)\n (:start . 125) (:id . 63))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 138) (:start . 136)\n (:id . 64))\n ((:tag . "NNP") (:stem . "Edinburgh") (:form . "Edinburgh") (:end . 148)\n (:start . 139) (:id . 65))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 149) (:start . 148)\n (:id . 66))\n ((:tag . "NNP") (:stem . "Andrea") (:form . "Andrea") (:end . 156)\n (:start . 150) (:id . 67))\n ((:tag . "NNP") (:stem . "Pereira") (:form . "Pereira") (:end . 164)\n (:start . 157) (:id . 68))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 165) (:start . 164)\n (:id . 69))\n ((:tag . "NNP") (:stem . "University") (:form . "University") (:end . 176)\n (:start . 166) (:id . 70))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 179) (:start . 177)\n (:id . 71))\n ((:tag . "NNP") (:stem . "Massachusetts") (:form . "Massachusetts")\n (:end . 193) (:start . 180) (:id . 72))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 194) (:start . 193)\n (:id . 73))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 198) (:start . 195)\n (:id . 74))\n ((:tag . "NNP") (:stem . "Patricia") (:form . "Patricia") (:end . 207)\n (:start . 199) (:id . 75))\n ((:tag . "NNP") (:stem . "Wilson") (:form . "Wilson") (:end . 214)\n (:start . 208) (:id . 76))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 215) (:start . 214)\n (:id . 77))\n ((:tag . "NNP") (:stem . "Georgia") (:form . "Georgia") (:end . 223)\n (:start . 216) (:id . 78))\n ((:tag . "NNP") (:stem . "State") (:form . "State") (:end . 229)\n (:start . 224) (:id . 79))\n ((:tag . "NNP") (:stem . "University") (:form . "University") (:end . 240)\n (:start . 230) (:id . 80))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 241) (:start . 240)\n (:id . 81))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 242) (:start . 241)\n (:id . 82))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 245) (:start . 243)\n (:id . 83))\n ((:tag . "RB") (:stem . "first") (:form . "first") (:end . 251)\n (:start . 246) (:id . 84))\n ((:tag . "VBD") (:stem . "cross") (:form . "crossed") (:end . 259)\n (:start . 252) (:id . 85))\n ((:tag . "DT") (:stem . "both") (:form . "both") (:end . 264) (:start . 260)\n (:id . 86))\n ((:tag . "NNS") (:stem . "line") (:form . "lines") (:end . 270)\n (:start . 265) (:id . 87))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 275) (:start . 271)\n (:id . 88))\n ((:tag . "NN") (:stem . "w") (:form . "w") (:end . 277) (:start . 276)\n (:id . 89))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 278) (:start . 277)\n (:id . 90))\n ((:tag . "NNP") (:stem . "Sp/CyORoi") (:form . "Sp/CyORoi") (:end . 288)\n (:start . 279) (:id . 91))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 289) (:start . 288)\n (:id . 92))\n ((:tag . "NNP") (:stem . "Ly/TM3Sbe") (:form . "Ly/TM3Sbe") (:end . 299)\n (:start . 290) (:id . 93))\n ((:tag . "NNS") (:stem . "fly") (:form . "flies") (:end . 305) (:start . 300)\n (:id . 94))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 307) (:start . 306)\n (:id . 95))\n ((:tag . "VBN") (:stem . "provide") (:form . "provided") (:end . 315)\n (:start . 307) (:id . 96))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 318) (:start . 316)\n (:id . 97))\n ((:tag . "NNP") (:stem . "Dr") (:form . "Dr") (:end . 321) (:start . 319)\n (:id . 98))\n ((:tag . "NNP") (:stem . "Jeanette") (:form . "Jeanette") (:end . 330)\n (:start . 322) (:id . 99))\n ((:tag . "NNP") (:stem . "Naetzle") (:form . "Naetzle") (:end . 338)\n (:start . 331) (:id . 100))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 339) (:start . 338)\n (:id . 101))\n ((:tag . "NNP") (:stem . "University") (:form . "University") (:end . 350)\n (:start . 340) (:id . 102))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 353) (:start . 351)\n (:id . 103))\n ((:tag . "NNP") (:stem . "California") (:form . "California") (:end . 364)\n (:start . 354) (:id . 104))\n ((:tag . "NNP") (:stem . "Davis") (:form . "Davis") (:end . 370)\n (:start . 365) (:id . 105))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 371) (:start . 370)\n (:id . 106))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 372) (:start . 371)\n (:id . 107))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 375) (:start . 373)\n (:id . 108))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 381)\n (:start . 376) (:id . 109))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 384) (:start . 382)\n (:id . 110))\n ((:tag . "VBD") (:stem . "have") (:form . "had") (:end . 388) (:start . 385)\n (:id . 111))\n ((:tag . "VBN") (:stem . "replace") (:form . "replaced") (:end . 397)\n (:start . 389) (:id . 112))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 401) (:start . 398)\n (:id . 113))\n ((:tag . "NN") (:stem . "tm3") (:form . "TM3") (:end . 405) (:start . 402)\n (:id . 114))\n ((:tag . "NN") (:stem . "balancer") (:form . "balancer") (:end . 414)\n (:start . 406) (:id . 115))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 419) (:start . 415)\n (:id . 116))\n ((:tag . "NNP") (:stem . "KrGFPTM3") (:form . "KrGFPTM3") (:end . 428)\n (:start . 420) (:id . 117))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 431) (:start . 429)\n (:id . 118))\n ((:tag . "NNP") (:stem . "TM6") (:form . "TM6") (:end . 435) (:start . 432)\n (:id . 119))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 438) (:start . 436)\n (:id . 120))\n ((:tag . "VB") (:stem . "distinguish") (:form . "distinguish") (:end . 450)\n (:start . 439) (:id . 121))\n ((:tag . "JJ") (:stem . "homozygous") (:form . "homozygous") (:end . 461)\n (:start . 451) (:id . 122))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 466) (:start . 462)\n (:id . 123))\n ((:tag . "JJ") (:stem . "heterozygous") (:form . "heterozygous") (:end . 479)\n (:start . 467) (:id . 124))\n ((:tag . "NNS") (:stem . "embryo") (:form . "embryos") (:end . 487)\n (:start . 480) (:id . 125))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 490) (:start . 488)\n (:id . 126))\n ((:tag . "NNS") (:stem . "larva") (:form . "larvae") (:end . 497)\n (:start . 491) (:id . 127))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 498) (:start . 497)\n (:id . 128))\n ((:tag . "RB") (:stem . "respectively") (:form . "respectively") (:end . 511)\n (:start . 499) (:id . 129))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 512) (:start . 511)\n (:id . 130)))@@@1@89@((:identifiers (:sid . :s4.46) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501099@unknown@formal@none@1@S@The klp61f alleles used (7012 and 7415) are null or severe hypomorphic, late larval lethals, obtained by P-element insertion in the untranslated region of KLP61F (Heck et al., 1993 ).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "klp61f") (:form . "klp61f") (:end . 10) (:start . 4)\n (:id . 43))\n ((:tag . "NNS") (:stem . "allele") (:form . "alleles") (:end . 18)\n (:start . 11) (:id . 44))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 23) (:start . 19)\n (:id . 45))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 25) (:start . 24)\n (:id . 46))\n ((:tag . "CD") (:stem . "7012") (:form . "7012") (:end . 29) (:start . 25)\n (:id . 47))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 33) (:start . 30)\n (:id . 48))\n ((:tag . "CD") (:stem . "7415") (:form . "7415") (:end . 38) (:start . 34)\n (:id . 49))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 39) (:start . 38)\n (:id . 50))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 43) (:start . 40)\n (:id . 51))\n ((:tag . "JJ") (:stem . "null") (:form . "null") (:end . 48) (:start . 44)\n (:id . 52))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 51) (:start . 49)\n (:id . 53))\n ((:tag . "JJ") (:stem . "severe") (:form . "severe") (:end . 58)\n (:start . 52) (:id . 54))\n ((:tag . "JJ") (:stem . "hypomorphic") (:form . "hypomorphic") (:end . 70)\n (:start . 59) (:id . 55))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 71) (:start . 70)\n (:id . 56))\n ((:tag . "JJ") (:stem . "late") (:form . "late") (:end . 76) (:start . 72)\n (:id . 57))\n ((:tag . "JJ") (:stem . "larval") (:form . "larval") (:end . 83)\n (:start . 77) (:id . 58))\n ((:tag . "NNS") (:stem . "lethal") (:form . "lethals") (:end . 91)\n (:start . 84) (:id . 59))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 92) (:start . 91)\n (:id . 60))\n ((:tag . "VBN") (:stem . "obtain") (:form . "obtained") (:end . 101)\n (:start . 93) (:id . 61))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 104) (:start . 102)\n (:id . 62))\n ((:tag . "NNP") (:stem . "P-element") (:form . "P-element") (:end . 114)\n (:start . 105) (:id . 63))\n ((:tag . "NN") (:stem . "insertion") (:form . "insertion") (:end . 124)\n (:start . 115) (:id . 64))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 127) (:start . 125)\n (:id . 65))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 131) (:start . 128)\n (:id . 66))\n ((:tag . "JJ") (:stem . "untranslated") (:form . "untranslated") (:end . 144)\n (:start . 132) (:id . 67))\n ((:tag . "NN") (:stem . "region") (:form . "region") (:end . 151)\n (:start . 145) (:id . 68))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 154) (:start . 152)\n (:id . 69))\n ((:tag . "NNP") (:stem . "KLP61F") (:form . "KLP61F") (:end . 161)\n (:start . 155) (:id . 70))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 163) (:start . 162)\n (:id . 71))\n ((:tag . "NNP") (:stem . "Heck") (:form . "Heck") (:end . 167) (:start . 163)\n (:id . 72))\n ((:tag . "FW") (:stem . "et") (:form . "et") (:end . 170) (:start . 168)\n (:id . 73))\n ((:tag . "FW") (:stem . "al.") (:form . "al.") (:end . 174) (:start . 171)\n (:id . 74))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 175) (:start . 174)\n (:id . 75))\n ((:tag . "CD") (:stem . "1993") (:form . "1993") (:end . 180) (:start . 176)\n (:id . 76))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 182) (:start . 181)\n (:id . 77))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 183) (:start . 182)\n (:id . 78)))@@@1@37@((:identifiers (:sid . :s4.47) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501100@unknown@formal@none@1@S@Antibody Generation@(((:tag . "NN") (:stem . "antibody") (:form . "Antibody") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "Generation") (:form . "Generation") (:end . 19)\n (:start . 9) (:id . 43)))@@@1@2@((:identifiers (:sid . :s4.48) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5501101@unknown@formal@none@1@S@KLP61F antibody was generated against amino acids 900-1066, which includes the BimC box containing a mutation in which the putative phosphorylation site, Threonine 933, was mutated to aspartic acid.@(((:tag . "NNP") (:stem . "KLP61F") (:form . "KLP61F") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "antibody") (:form . "antibody") (:end . 15)\n (:start . 7) (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 19) (:start . 16)\n (:id . 44))\n ((:tag . "VBN") (:stem . "generate") (:form . "generated") (:end . 29)\n (:start . 20) (:id . 45))\n ((:tag . "IN") (:stem . "against") (:form . "against") (:end . 37)\n (:start . 30) (:id . 46))\n ((:tag . "NN") (:stem . "amino") (:form . 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"NN") (:stem . "mutation") (:form . "mutation") (:end . 109)\n (:start . 101) (:id . 58))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 112) (:start . 110)\n (:id . 59))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 118)\n (:start . 113) (:id . 60))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 122) (:start . 119)\n (:id . 61))\n ((:tag . "JJ") (:stem . "putative") (:form . "putative") (:end . 131)\n (:start . 123) (:id . 62))\n ((:tag . "NN") (:stem . "phosphorylation") (:form . "phosphorylation")\n (:end . 147) (:start . 132) (:id . 63))\n ((:tag . "NN") (:stem . "site") (:form . "site") (:end . 152) (:start . 148)\n (:id . 64))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 153) (:start . 152)\n (:id . 65))\n ((:tag . "NNP") (:stem . "Threonine") (:form . "Threonine") (:end . 163)\n (:start . 154) (:id . 66))\n ((:tag . "CD") (:stem . "933") (:form . "933") (:end . 167) (:start . 164)\n (:id . 67))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 168) (:start . 167)\n (:id . 68))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 172) (:start . 169)\n (:id . 69))\n ((:tag . "VBN") (:stem . "mutate") (:form . "mutated") (:end . 180)\n (:start . 173) (:id . 70))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 183) (:start . 181)\n (:id . 71))\n ((:tag . "JJ") (:stem . "aspartic") (:form . "aspartic") (:end . 192)\n (:start . 184) (:id . 72))\n ((:tag . "NN") (:stem . "acid") (:form . "acid") (:end . 197) (:start . 193)\n (:id . 73))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 198) (:start . 197)\n (:id . 74)))@@@1@33@((:hcues ((:id . :x4.49.1) (:span 123 131)))\n (:hscopes ((:id . :x4.49.1) (:span 123 152)))\n (:identifiers (:sid . :s4.49) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501102@unknown@formal@none@1@S@To generate this mutant, two sets of primers were used in three sequential PCR steps: two anchor primers, flanking the region of interest and containing BamHI and EcoRI restriction sites, and two mutagenic primers containing the T933D mutation.@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VB") (:stem . "generate") (:form . "generate") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 16) (:start . 12)\n (:id . 44))\n ((:tag . "NN") (:stem . "mutant") (:form . "mutant") (:end . 23)\n (:start . 17) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . 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"Time-Lapse") (:form . "Time-Lapse") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 14) (:start . 11)\n (:id . 43))\n ((:tag . "NNP") (:stem . "Fluorescent") (:form . "Fluorescent") (:end . 26)\n (:start . 15) (:id . 44))\n ((:tag . "NNP") (:stem . "Speckle") (:form . "Speckle") (:end . 34)\n (:start . 27) (:id . 45))\n ((:tag . "NNP") (:stem . "Microscopy") (:form . "Microscopy") (:end . 45)\n (:start . 35) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 48) (:start . 46)\n (:id . 47))\n ((:tag . "NNP") (:stem . "Embryos") (:form . "Embryos") (:end . 56)\n (:start . 49) (:id . 48)))@@@1@7@((:identifiers (:sid . :s4.55) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5501108@unknown@formal@none@1@S@Embryos were injected with rhodamine labeled tubulin (Cytoskeleton, Denver, CO).@(((:tag . "NNP") (:stem . "Embryo") (:form . 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"NA") (:form . "NA") (:end . 181) (:start . 179)\n (:id . 75))\n ((:tag . "NN") (:stem . "objective") (:form . "objective") (:end . 191)\n (:start . 182) (:id . 76))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 194) (:start . 192)\n (:id . 77))\n ((:tag . "NN") (:stem . "time") (:form . "time") (:end . 199) (:start . 195)\n (:id . 78))\n ((:tag . "NNS") (:stem . "interval") (:form . "intervals") (:end . 209)\n (:start . 200) (:id . 79))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 212) (:start . 210)\n (:id . 80))\n ((:tag . "CD") (:stem . "1–3") (:form . "1–3") (:end . 216) (:start . 213)\n (:id . 81))\n ((:tag . "NN") (:stem . "s") (:form . "s") (:end . 218) (:start . 217)\n (:id . 82))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 219) (:start . 218)\n (:id . 83)))@@@1@42@((:identifiers (:sid . :s4.57) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501110@unknown@formal@none@1@S@Images were analyzed with Metamorph Imaging software (Universal Imaging, West Chester, PA).@(((:tag . "NNS") (:stem . "image") (:form . "Images") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 11) (:start . 7)\n (:id . 43))\n ((:tag . "VBN") (:stem . "analyze") (:form . "analyzed") (:end . 20)\n (:start . 12) (:id . 44))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 25) (:start . 21)\n (:id . 45))\n ((:tag . "NNP") (:stem . "Metamorph") (:form . "Metamorph") (:end . 35)\n (:start . 26) (:id . 46))\n ((:tag . "NNP") (:stem . "Imaging") (:form . "Imaging") (:end . 43)\n (:start . 36) (:id . 47))\n ((:tag . "NN") (:stem . "software") (:form . 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(:end . 91) (:start . 90)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s4.58) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501111@unknown@formal@none@1@S@No neighbors deconvolution or sharpen high filters followed by a low-pass filter were applied to all images.@(((:tag . "DT") (:stem . "no") (:form . "No") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "neighbor") (:form . "neighbors") (:end . 12)\n (:start . 3) (:id . 43))\n ((:tag . "NN") (:stem . "deconvolution") (:form . "deconvolution")\n (:end . 26) (:start . 13) (:id . 44))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 29) (:start . 27)\n (:id . 45))\n ((:tag . "VB") (:stem . "sharpen") (:form . "sharpen") (:end . 37)\n (:start . 30) (:id . 46))\n ((:tag . "JJ") (:stem . "high") (:form . "high") (:end . 42) (:start . 38)\n (:id . 47))\n ((:tag . "NNS") (:stem . "filter") (:form . "filters") (:end . 50)\n (:start . 43) (:id . 48))\n ((:tag . "VBN") (:stem . "follow") (:form . "followed") (:end . 59)\n (:start . 51) (:id . 49))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 62) (:start . 60)\n (:id . 50))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 64) (:start . 63)\n (:id . 51))\n ((:tag . "JJ") (:stem . "low-pass") (:form . "low-pass") (:end . 73)\n (:start . 65) (:id . 52))\n ((:tag . "NN") (:stem . "filter") (:form . "filter") (:end . 80)\n (:start . 74) (:id . 53))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 85) (:start . 81)\n (:id . 54))\n ((:tag . "VBN") (:stem . "apply") (:form . "applied") (:end . 93)\n (:start . 86) (:id . 55))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 96) (:start . 94)\n (:id . 56))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 100) (:start . 97)\n (:id . 57))\n ((:tag . "NNS") (:stem . "image") (:form . "images") (:end . 107)\n (:start . 101) (:id . 58))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 108) (:start . 107)\n (:id . 59)))@@@1@18@((:identifiers (:sid . :s4.59) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501112@unknown@formal@none@1@S@Pole-to-pole distance as a function of time was measured from the position of the poles in each image.@(((:tag . "NNP") (:stem . "Pole-to-pole") (:form . "Pole-to-pole") (:end . 12)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "distance") (:form . "distance") (:end . 21)\n (:start . 13) (:id . 43))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 24) (:start . 22)\n (:id . 44))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 26) (:start . 25)\n (:id . 45))\n ((:tag . "NN") (:stem . "function") (:form . "function") (:end . 35)\n (:start . 27) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 38) (:start . 36)\n (:id . 47))\n ((:tag . "NN") (:stem . "time") (:form . "time") (:end . 43) (:start . 39)\n (:id . 48))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 47) (:start . 44)\n (:id . 49))\n ((:tag . "VBN") (:stem . "measure") (:form . "measured") (:end . 56)\n (:start . 48) (:id . 50))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 61) (:start . 57)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 65) (:start . 62)\n (:id . 52))\n ((:tag . "NN") (:stem . "position") (:form . "position") (:end . 74)\n (:start . 66) (:id . 53))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 77) (:start . 75)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 81) (:start . 78)\n (:id . 55))\n ((:tag . "NNS") (:stem . "pole") (:form . "poles") (:end . 87) (:start . 82)\n (:id . 56))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 90) (:start . 88)\n (:id . 57))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 95) (:start . 91)\n (:id . 58))\n ((:tag . "NN") (:stem . "image") (:form . "image") (:end . 101) (:start . 96)\n (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 102) (:start . 101)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s4.60) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501113@unknown@formal@none@1@S@Kymography was used to quantify speckle movement.@(((:tag . "NNP") (:stem . "Kymography") (:form . "Kymography") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 14) (:start . 11)\n (:id . 43))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 19) (:start . 15)\n (:id . 44))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 22) (:start . 20)\n (:id . 45))\n ((:tag . "VB") (:stem . "quantify") (:form . "quantify") (:end . 31)\n (:start . 23) (:id . 46))\n ((:tag . "NN") (:stem . "speckle") (:form . "speckle") (:end . 39)\n (:start . 32) (:id . 47))\n ((:tag . "NN") (:stem . "movement") (:form . "movement") (:end . 48)\n (:start . 40) (:id . 48))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 49) (:start . 48)\n (:id . 49)))@@@1@8@((:identifiers (:sid . :s4.61) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501114@unknown@formal@none@1@S@Calculations and statistical analyses were done on Microsoft Excel (Redmond, WA).@(((:tag . "NNS") (:stem . "calculation") (:form . "Calculations") (:end . 12)\n (:start . 0) (:id . 42))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 16) (:start . 13)\n (:id . 43))\n ((:tag . "JJ") (:stem . "statistical") (:form . "statistical") (:end . 28)\n (:start . 17) (:id . 44))\n ((:tag . "NNS") (:stem . "analysis") (:form . "analyses") (:end . 37)\n (:start . 29) (:id . 45))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 42) (:start . 38)\n (:id . 46))\n ((:tag . "VBN") (:stem . "do") (:form . "done") (:end . 47) (:start . 43)\n (:id . 47))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 50) (:start . 48)\n (:id . 48))\n ((:tag . "NNP") (:stem . "Microsoft") (:form . "Microsoft") (:end . 60)\n (:start . 51) (:id . 49))\n ((:tag . "NNP") (:stem . "Excel") (:form . "Excel") (:end . 66) (:start . 61)\n (:id . 50))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 68) (:start . 67)\n (:id . 51))\n ((:tag . "NNP") (:stem . "Redmond") (:form . "Redmond") (:end . 75)\n (:start . 68) (:id . 52))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 76) (:start . 75)\n (:id . 53))\n ((:tag . "NNP") (:stem . "WA") (:form . "WA") (:end . 79) (:start . 77)\n (:id . 54))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 80) (:start . 79)\n (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 81) (:start . 80)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s4.62) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501115@unknown@formal@none@1@S@To quantify the amount of motor on the spindle we measured the intensity of GFP and that of rhodamine on the spindle and subtracted background intensity and ratioed these two values.@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VB") (:stem . "quantify") (:form . "quantify") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 15) (:start . 12)\n (:id . 44))\n ((:tag . "NN") (:stem . "amount") (:form . "amount") (:end . 22)\n (:start . 16) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 25) (:start . 23)\n (:id . 46))\n ((:tag . "NN") (:stem . "motor") (:form . "motor") (:end . 31) (:start . 26)\n (:id . 47))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 34) (:start . 32)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 38) (:start . 35)\n (:id . 49))\n ((:tag . "NN") (:stem . "spindle") (:form . "spindle") (:end . 46)\n (:start . 39) (:id . 50))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 49) (:start . 47)\n (:id . 51))\n ((:tag . "VBD") (:stem . "measure") (:form . "measured") (:end . 58)\n (:start . 50) (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 62) (:start . 59)\n (:id . 53))\n ((:tag . "NN") (:stem . "intensity") (:form . "intensity") (:end . 72)\n (:start . 63) (:id . 54))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 75) (:start . 73)\n (:id . 55))\n ((:tag . "NNP") (:stem . "GFP") (:form . "GFP") (:end . 79) (:start . 76)\n (:id . 56))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 83) (:start . 80)\n (:id . 57))\n ((:tag . "DT") (:stem . "that") (:form . "that") (:end . 88) (:start . 84)\n (:id . 58))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 91) (:start . 89)\n (:id . 59))\n ((:tag . "NN") (:stem . "rhodamine") (:form . "rhodamine") (:end . 101)\n (:start . 92) (:id . 60))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 104) (:start . 102)\n (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 108) (:start . 105)\n (:id . 62))\n ((:tag . "NN") (:stem . "spindle") (:form . "spindle") (:end . 116)\n (:start . 109) (:id . 63))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 120) (:start . 117)\n (:id . 64))\n ((:tag . "VBD") (:stem . "subtract") (:form . "subtracted") (:end . 131)\n (:start . 121) (:id . 65))\n ((:tag . "NN") (:stem . "background") (:form . "background") (:end . 142)\n (:start . 132) (:id . 66))\n ((:tag . "NN") (:stem . "intensity") (:form . "intensity") (:end . 152)\n (:start . 143) (:id . 67))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 156) (:start . 153)\n (:id . 68))\n ((:tag . "VBD") (:stem . "ratioe") (:form . "ratioed") (:end . 164)\n (:start . 157) (:id . 69))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 170)\n (:start . 165) (:id . 70))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 174) (:start . 171)\n (:id . 71))\n ((:tag . "NNS") (:stem . "value") (:form . "values") (:end . 181)\n (:start . 175) (:id . 72))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 182) (:start . 181)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s4.63) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501116@unknown@formal@none@1@S@This allowed us to compare the amount of motor remaining on spindles within single embryos, but we cannot control the amount of injected rhodamine tubulin precisely enough to permit quantitative comparisons between different embryos.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "allow") (:form . 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"within") (:form . "within") (:end . 75)\n (:start . 69) (:id . 54))\n ((:tag . "JJ") (:stem . "single") (:form . "single") (:end . 82)\n (:start . 76) (:id . 55))\n ((:tag . "NNS") (:stem . "embryo") (:form . "embryos") (:end . 90)\n (:start . 83) (:id . 56))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 91) (:start . 90)\n (:id . 57))\n ((:tag . "CC") (:stem . "but") (:form . "but") (:end . 95) (:start . 92)\n (:id . 58))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 98) (:start . 96)\n (:id . 59))\n ((:tag . "VBP") (:stem . "cannot") (:form . "cannot") (:end . 105)\n (:start . 99) (:id . 60))\n ((:tag . "VB") (:stem . "control") (:form . "control") (:end . 113)\n (:start . 106) (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 117) (:start . 114)\n (:id . 62))\n ((:tag . "NN") (:stem . "amount") (:form . "amount") (:end . 124)\n (:start . 118) (:id . 63))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 127) (:start . 125)\n (:id . 64))\n ((:tag . "VBN") (:stem . "inject") (:form . "injected") (:end . 136)\n (:start . 128) (:id . 65))\n ((:tag . "NN") (:stem . "rhodamine") (:form . "rhodamine") (:end . 146)\n (:start . 137) (:id . 66))\n ((:tag . "NN") (:stem . "tubulin") (:form . "tubulin") (:end . 154)\n (:start . 147) (:id . 67))\n ((:tag . "RB") (:stem . "precisely") (:form . "precisely") (:end . 164)\n (:start . 155) (:id . 68))\n ((:tag . "RB") (:stem . "enough") (:form . "enough") (:end . 171)\n (:start . 165) (:id . 69))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 174) (:start . 172)\n (:id . 70))\n ((:tag . "VB") (:stem . "permit") (:form . "permit") (:end . 181)\n (:start . 175) (:id . 71))\n ((:tag . "JJ") (:stem . "quantitative") (:form . "quantitative") (:end . 194)\n (:start . 182) (:id . 72))\n ((:tag . "NNS") (:stem . "comparison") (:form . "comparisons") (:end . 206)\n (:start . 195) (:id . 73))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 214)\n (:start . 207) (:id . 74))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 224)\n (:start . 215) (:id . 75))\n ((:tag . "NNS") (:stem . "embryo") (:form . "embryos") (:end . 232)\n (:start . 225) (:id . 76))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 233) (:start . 232)\n (:id . 77)))@@@1@36@((:identifiers (:sid . :s4.64) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501117@unknown@formal@none@1@S@Time-Lapse Analysis of Mitosis in Late Embryos and Larval Brains@(((:tag . "NNP") (:stem . "Time-Lapse") (:form . "Time-Lapse") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "Analysis") (:form . "Analysis") (:end . 19)\n (:start . 11) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 22) (:start . 20)\n (:id . 44))\n ((:tag . "NNP") (:stem . "Mitosis") (:form . "Mitosis") (:end . 30)\n (:start . 23) (:id . 45))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 33) (:start . 31)\n (:id . 46))\n ((:tag . "NNP") (:stem . "Late") (:form . "Late") (:end . 38) (:start . 34)\n (:id . 47))\n ((:tag . "NNP") (:stem . "Embryos") (:form . "Embryos") (:end . 46)\n (:start . 39) (:id . 48))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 50) (:start . 47)\n (:id . 49))\n ((:tag . "NNP") (:stem . "Larval") (:form . "Larval") (:end . 57)\n (:start . 51) (:id . 50))\n ((:tag . "NNP") (:stem . "Brains") (:form . "Brains") (:end . 64)\n (:start . 58) (:id . 51)))@@@1@10@((:identifiers (:sid . :s4.65) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5501118@unknown@formal@none@1@S@Embryos were collected for 1 h and imaged after at least 7 h.@(((:tag . "NNP") (:stem . "Embryo") (:form . "Embryos") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 12) (:start . 8)\n (:id . 43))\n ((:tag . 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(:end . 144) (:start . 143)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s4.88) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5501141@unknown@formal@none@1@S@Bar, 10 µm.@(((:tag . "NNP") (:stem . "Bar") (:form . "Bar") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 4) (:start . 3) (:id . 43))\n ((:tag . "CD") (:stem . "10") (:form . "10") (:end . 7) (:start . 5)\n (:id . 44))\n ((:tag . "NNP") (:stem . "µm") (:form . "µm") (:end . 10) (:start . 8)\n (:id . 45))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 11) (:start . 10)\n (:id . 46)))@@@1@5@((:identifiers (:sid . :s4.89) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5501142@unknown@formal@none@1@S@(C) Graph of pole–pole distance as a function of time for the embryo shown in A.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "C") (:form . "C") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "NNP") (:stem . "Graph") (:form . "Graph") (:end . 9) (:start . 4)\n (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 12) (:start . 10)\n (:id . 46))\n ((:tag . "NN") (:stem . "pole–pole") (:form . "pole–pole") (:end . 22)\n (:start . 13) (:id . 47))\n ((:tag . "NN") (:stem . "distance") (:form . "distance") (:end . 31)\n (:start . 23) (:id . 48))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 34) (:start . 32)\n (:id . 49))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 36) (:start . 35)\n (:id . 50))\n ((:tag . "NN") (:stem . "function") (:form . "function") (:end . 45)\n (:start . 37) (:id . 51))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 48) (:start . 46)\n (:id . 52))\n ((:tag . "NN") (:stem . "time") (:form . "time") (:end . 53) (:start . 49)\n (:id . 53))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 57) (:start . 54)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 61) (:start . 58)\n (:id . 55))\n ((:tag . "NN") (:stem . "embryo") (:form . "embryo") (:end . 68)\n (:start . 62) (:id . 56))\n ((:tag . "VBN") (:stem . "show") (:form . "shown") (:end . 74) (:start . 69)\n (:id . 57))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 77) (:start . 75)\n (:id . 58))\n ((:tag . "NN") (:stem . "a") (:form . "A") (:end . 79) (:start . 78)\n (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 80) (:start . 79)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s4.90) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5501143@unknown@formal@none@1@S@Close to the injection site spindles collapse (see s1 and s3), and other spindles shorten but remain small (see s2).@(((:tag . "NN") (:stem . "close") (:form . "Close") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 8) (:start . 6)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 12) (:start . 9)\n (:id . 44))\n ((:tag . "NN") (:stem . "injection") (:form . "injection") (:end . 22)\n (:start . 13) (:id . 45))\n ((:tag . "NN") (:stem . "site") (:form . "site") (:end . 27) (:start . 23)\n (:id . 46))\n ((:tag . "NNS") (:stem . "spindle") (:form . "spindles") (:end . 36)\n (:start . 28) (:id . 47))\n ((:tag . "NN") (:stem . "collapse") (:form . "collapse") (:end . 45)\n (:start . 37) (:id . 48))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 47) (:start . 46)\n (:id . 49))\n ((:tag . "VB") (:stem . "see") (:form . "see") (:end . 50) (:start . 47)\n (:id . 50))\n ((:tag . "NN") (:stem . "s1") (:form . "s1") (:end . 53) (:start . 51)\n (:id . 51))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 57) (:start . 54)\n (:id . 52))\n ((:tag . "NN") (:stem . "s3") (:form . "s3") (:end . 60) (:start . 58)\n (:id . 53))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 61) (:start . 60)\n (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 62) (:start . 61)\n (:id . 55))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 66) (:start . 63)\n (:id . 56))\n ((:tag . "JJ") (:stem . "other") (:form . "other") (:end . 72) (:start . 67)\n (:id . 57))\n ((:tag . "NNS") (:stem . "spindle") (:form . "spindles") (:end . 81)\n (:start . 73) (:id . 58))\n ((:tag . "VBP") (:stem . "shorten") (:form . "shorten") (:end . 89)\n (:start . 82) (:id . 59))\n ((:tag . "CC") (:stem . "but") (:form . "but") (:end . 93) (:start . 90)\n (:id . 60))\n ((:tag . "VBP") (:stem . "remain") (:form . "remain") (:end . 100)\n (:start . 94) (:id . 61))\n ((:tag . "JJ") (:stem . "small") (:form . "small") (:end . 106)\n (:start . 101) (:id . 62))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 108) (:start . 107)\n (:id . 63))\n ((:tag . "VB") (:stem . "see") (:form . "see") (:end . 111) (:start . 108)\n (:id . 64))\n ((:tag . "NN") (:stem . "s2") (:form . "s2") (:end . 114) (:start . 112)\n (:id . 65))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 115) (:start . 114)\n (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 116) (:start . 115)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s4.91) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5501144@unknown@formal@none@1@S@Further away from the injection site, spindles do not elongate during prometaphase (s5, and the most distal spindles exhibit anaphase elongation (s6, s7, and s8).@(((:tag . "RB") (:stem . "further") (:form . "Further") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "RB") (:stem . "away") (:form . "away") (:end . 12) (:start . 8)\n (:id . 43))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 17) (:start . 13)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 21) (:start . 18)\n (:id . 45))\n ((:tag . "NN") (:stem . "injection") (:form . "injection") (:end . 31)\n (:start . 22) (:id . 46))\n ((:tag . "NN") (:stem . "site") (:form . "site") (:end . 36) (:start . 32)\n (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 37) (:start . 36)\n (:id . 48))\n ((:tag . "NNS") (:stem . "spindle") (:form . "spindles") (:end . 46)\n (:start . 38) (:id . 49))\n ((:tag . "VBP") (:stem . "do") (:form . "do") (:end . 49) (:start . 47)\n (:id . 50))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 53) (:start . 50)\n (:id . 51))\n ((:tag . "VB") (:stem . "elongate") (:form . "elongate") (:end . 62)\n (:start . 54) (:id . 52))\n ((:tag . "IN") (:stem . "during") (:form . "during") (:end . 69)\n (:start . 63) (:id . 53))\n ((:tag . "NN") (:stem . "prometaphase") (:form . 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"NN") (:stem . "elongation") (:form . "elongation") (:end . 144)\n (:start . 134) (:id . 65))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 146) (:start . 145)\n (:id . 66))\n ((:tag . "NN") (:stem . "s6") (:form . "s6") (:end . 148) (:start . 146)\n (:id . 67))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 149) (:start . 148)\n (:id . 68))\n ((:tag . "NN") (:stem . "s7") (:form . "s7") (:end . 152) (:start . 150)\n (:id . 69))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 153) (:start . 152)\n (:id . 70))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 157) (:start . 154)\n (:id . 71))\n ((:tag . "NN") (:stem . "s8") (:form . "s8") (:end . 160) (:start . 158)\n (:id . 72))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 161) (:start . 160)\n (:id . 73))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 162) (:start . 161)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s4.92) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5501145@unknown@formal@none@1@S@For comparison, we show graphs from a wild-type embryo (purple) and most severe effect (an embryo injected with enough antibody to collapse all spindles within the field of view; red).@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "comparison") (:form . "comparison") (:end . 14)\n (:start . 4) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 15) (:start . 14)\n (:id . 44))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 18) (:start . 16)\n (:id . 45))\n ((:tag . "VBP") (:stem . "show") (:form . "show") (:end . 23) (:start . 19)\n (:id . 46))\n ((:tag . "NNS") (:stem . "graph") (:form . "graphs") (:end . 30)\n (:start . 24) (:id . 47))\n ((:tag . "IN") (:stem . 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"(") (:stem . "(") (:form . "(") (:end . 88) (:start . 87)\n (:id . 59))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 90) (:start . 88)\n (:id . 60))\n ((:tag . "NN") (:stem . "embryo") (:form . "embryo") (:end . 97)\n (:start . 91) (:id . 61))\n ((:tag . "VBN") (:stem . "inject") (:form . "injected") (:end . 106)\n (:start . 98) (:id . 62))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 111) (:start . 107)\n (:id . 63))\n ((:tag . "JJ") (:stem . "enough") (:form . "enough") (:end . 118)\n (:start . 112) (:id . 64))\n ((:tag . "NN") (:stem . "antibody") (:form . "antibody") (:end . 127)\n (:start . 119) (:id . 65))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 130) (:start . 128)\n (:id . 66))\n ((:tag . "VB") (:stem . "collapse") (:form . "collapse") (:end . 139)\n (:start . 131) (:id . 67))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 143) (:start . 140)\n (:id . 68))\n ((:tag . "NNS") (:stem . "spindle") (:form . "spindles") (:end . 152)\n (:start . 144) (:id . 69))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 159)\n (:start . 153) (:id . 70))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 163) (:start . 160)\n (:id . 71))\n ((:tag . "NN") (:stem . "field") (:form . "field") (:end . 169)\n (:start . 164) (:id . 72))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 172) (:start . 170)\n (:id . 73))\n ((:tag . "NN") (:stem . "view") (:form . "view") (:end . 177) (:start . 173)\n (:id . 74))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 178) (:start . 177)\n (:id . 75))\n ((:tag . "JJ") (:stem . "red") (:form . "red") (:end . 182) (:start . 179)\n (:id . 76))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 183) (:start . 182)\n (:id . 77))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 184) (:start . 183)\n (:id . 78)))@@@1@37@((:identifiers (:sid . :s4.93) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5501146@unknown@formal@none@1@S@(D) Spindle length as a function of time for the Ncd null embryo shown in B.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "D") (:form . "D") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "NNP") (:stem . "Spindle") (:form . "Spindle") (:end . 11)\n (:start . 4) (:id . 45))\n ((:tag . "NN") (:stem . "length") (:form . "length") (:end . 18)\n (:start . 12) (:id . 46))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 21) (:start . 19)\n (:id . 47))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 23) (:start . 22)\n (:id . 48))\n ((:tag . "NN") (:stem . "function") (:form . "function") (:end . 32)\n (:start . 24) (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 35) (:start . 33)\n (:id . 50))\n ((:tag . "NN") (:stem . "time") (:form . "time") (:end . 40) (:start . 36)\n (:id . 51))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 44) (:start . 41)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 48) (:start . 45)\n (:id . 53))\n ((:tag . "NN") (:stem . "ncd") (:form . "Ncd") (:end . 52) (:start . 49)\n (:id . 54))\n ((:tag . "JJ") (:stem . "null") (:form . "null") (:end . 57) (:start . 53)\n (:id . 55))\n ((:tag . "NN") (:stem . "embryo") (:form . "embryo") (:end . 64)\n (:start . 58) (:id . 56))\n ((:tag . "VBN") (:stem . "show") (:form . "shown") (:end . 70) (:start . 65)\n (:id . 57))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 73) (:start . 71)\n (:id . 58))\n ((:tag . "NNP") (:stem . "B") (:form . "B") (:end . 75) (:start . 74)\n (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 76) (:start . 75)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s4.94) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5501147@unknown@formal@none@1@S@For comparison graphs of wild-type embryos (purple), Ncd null embryos (dark blue), and Ncd null embryos injected with a high concentration of anti-KLP61F (red) are shown.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "comparison") (:form . "comparison") (:end . 14)\n (:start . 4) (:id . 43))\n ((:tag . "NNS") (:stem . "graph") (:form . "graphs") (:end . 21)\n (:start . 15) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 24) (:start . 22)\n (:id . 45))\n ((:tag . "JJ") (:stem . "wild-type") (:form . "wild-type") (:end . 34)\n (:start . 25) (:id . 46))\n ((:tag . "NNS") (:stem . "embryo") (:form . "embryos") (:end . 42)\n (:start . 35) (:id . 47))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 44) (:start . 43)\n (:id . 48))\n ((:tag . "NN") (:stem . "purple") (:form . "purple") (:end . 50)\n (:start . 44) (:id . 49))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 51) (:start . 50)\n (:id . 50))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 52) (:start . 51)\n (:id . 51))\n ((:tag . "NN") (:stem . "ncd") (:form . "Ncd") (:end . 56) (:start . 53)\n (:id . 52))\n ((:tag . "JJ") (:stem . "null") (:form . "null") (:end . 61) (:start . 57)\n (:id . 53))\n ((:tag . "NNS") (:stem . "embryo") (:form . "embryos") (:end . 69)\n (:start . 62) (:id . 54))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 71) (:start . 70)\n (:id . 55))\n ((:tag . "JJ") (:stem . "dark") (:form . "dark") (:end . 75) (:start . 71)\n (:id . 56))\n ((:tag . "NN") (:stem . "blue") (:form . "blue") (:end . 80) (:start . 76)\n (:id . 57))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 81) (:start . 80)\n (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . 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(:end . 346) (:start . 345)\n (:id . 100)))@@@1@59@((:identifiers (:sid . :s4.117) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501170@unknown@formal@none@1@S@To directly visualize the extent of the anti-KLP61F induced dissociation of KLP61F from mitotic spindles in the injected embryos, we coinjected fluorescent tubulin and anti-KLP61F into stable transgenic strains of Drosophila that express functional KLP61F-GFP (Cheerambathur et al., 2008 ; Figure 1; Supplemental Video 1).@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "RB") (:stem . "directly") (:form . "directly") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . "VB") (:stem . "visualize") (:form . "visualize") (:end . 21)\n (:start . 12) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 25) (:start . 22)\n (:id . 45))\n ((:tag . "NN") (:stem . "extent") (:form . 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(:end . 338) (:start . 337)\n (:id . 97)))@@@1@56@((:identifiers (:sid . :s4.125) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501178@unknown@formal@none@1@S@As shown in Figure 1B, the severity of spindle pole separation defects correlates reasonably well with the extent of depletion of KLP61F from the spindle, so that spindles containing maximal levels of KLP61F-GFP (arbitrarily assigned a value 1.0) displayed spindle pole separation profiles similar to uninjected controls, spindles containing only 0–10% residual KLP61F-GFP collapsed into monoasters, and those containing intermediate levels of the motor (50–70%) displayed spindle length defects but completed mitosis nonetheless.@(((:tag . "IN") (:stem . "as") (:form . "As") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBN") (:stem . "show") (:form . "shown") (:end . 8) (:start . 3)\n (:id . 43))\n ((:tag . "IN") (:stem . "in") (:form . 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(:end . 530) (:start . 529)\n (:id . 125)))@@@1@84@((:identifiers (:sid . :s4.126) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501179@unknown@formal@none@1@S@Spindle Pole Separation Defects Produced by Varying Levels of KLP61F Depletion in Wild-Type Versus Ncd Null Mutant Embryos@(((:tag . "NNP") (:stem . "Spindle") (:form . "Spindle") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "Pole") (:form . "Pole") (:end . 12) (:start . 8)\n (:id . 43))\n ((:tag . "NNP") (:stem . "Separation") (:form . "Separation") (:end . 23)\n (:start . 13) (:id . 44))\n ((:tag . "NNPS") (:stem . "Defect") (:form . "Defects") (:end . 31)\n (:start . 24) (:id . 45))\n ((:tag . "VBN") (:stem . "produce") (:form . "Produced") (:end . 40)\n (:start . 32) (:id . 46))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 43) (:start . 41)\n (:id . 47))\n ((:tag . "VBG") (:stem . "vary") (:form . 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(:end . 65) (:start . 64)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s4.129) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501182@unknown@formal@none@1@S@In wild-type embryos, we observed that, at increasing distances from the injection site, the extent of perturbation of spindle length, as characterized by changes in pole–pole spacing versus time, decreases in parallel with the decrease in extent of depletion of KLP61F from spindles (Figures 1B and 2C).@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "wild-type") (:form . "wild-type") (:end . 12)\n (:start . 3) (:id . 43))\n ((:tag . "NNS") (:stem . "embryo") (:form . "embryos") (:end . 20)\n (:start . 13) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 21) (:start . 20)\n (:id . 45))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 24) (:start . 22)\n (:id . 46))\n ((:tag . 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(:end . 334) (:start . 333)\n (:id . 95)))@@@1@54@((:hcues ((:id . :x4.135.1) (:span 59 67)))\n (:hscopes ((:id . :x4.135.1) (:span 59 117)))\n (:identifiers (:sid . :s4.135) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501188@unknown@formal@none@1@S@This is, in fact, consistent with mathematical modeling predicting that the rate of anaphase spindle elongation is independent of the number of motors, at least above a low threshold number (Brust-Mascher et al., 2004 ; Wollman et al., 2008 ).@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 44))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 11) (:start . 9)\n (:id . 45))\n ((:tag . "NN") (:stem . "fact") (:form . 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(:end . 243) (:start . 242)\n (:id . 83)))@@@1@42@((:hcues ((:id . :x4.160.1) (:span 185 187)) ((:id . :x4.160.2) (:span 60 62))\n ((:id . :x4.160.3) (:span 52 59)))\n (:hscopes ((:id . :x4.160.1) (:span 86 242))\n ((:id . :x4.160.2) (:span 60 242)) ((:id . :x4.160.3) (:span 52 242)))\n (:identifiers (:sid . :s4.160) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501213@unknown@formal@none@1@S@To study this problem, we created klp61f mutant flies (Heck et al., 1993 ) expressing GFP-tubulin using laborious genetic crosses (Materials and Methods).@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VB") (:stem . "study") (:form . "study") (:end . 8) (:start . 3)\n (:id . 43))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 13) (:start . 9)\n (:id . 44))\n ((:tag . "NN") (:stem . "problem") (:form . "problem") (:end . 21)\n (:start . 14) (:id . 45))\n ((:tag . 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(:end . 232) (:start . 231)\n (:id . 81)))@@@1@40@((:identifiers (:sid . :s4.180) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501233@unknown@formal@none@1@S@These observations are consistent with the idea that KLP61F is required for the separation of spindle poles in the rapid, centrosome-dominant mitoses of the syncytial embryo, but as development proceeds, mitosis slows down (see below) and centrosomes become less dominant, so that KLP61F plays increasingly important roles in anastral spindle pole focusing.@(((:tag . "DT") (:stem . "these") (:form . "These") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "observation") (:form . "observations") (:end . 18)\n (:start . 6) (:id . 43))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 22) (:start . 19)\n (:id . 44))\n ((:tag . "JJ") (:stem . "consistent") (:form . "consistent") (:end . 33)\n (:start . 23) (:id . 45))\n ((:tag . 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(:end . 168) (:start . 167)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s4.182) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501235@unknown@formal@none@1@S@We observed collapsing spindles with similar pole–pole separation defects to those seen in anti-KLP61F–injected embryos.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "observe") (:form . "observed") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . "VBG") (:stem . "collapse") (:form . "collapsing") (:end . 22)\n (:start . 12) (:id . 44))\n ((:tag . "NNS") (:stem . "spindle") (:form . "spindles") (:end . 31)\n (:start . 23) (:id . 45))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 36) (:start . 32)\n (:id . 46))\n ((:tag . "JJ") (:stem . "similar") (:form . "similar") (:end . 44)\n (:start . 37) (:id . 47))\n ((:tag . "NN") (:stem . "pole–pole") (:form . 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(:end . 120) (:start . 119)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s4.183) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501236@unknown@formal@none@1@S@In wild-type brains we never observed such collapsing or shortening spindles.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "wild-type") (:form . "wild-type") (:end . 12)\n (:start . 3) (:id . 43))\n ((:tag . "NNS") (:stem . "brain") (:form . "brains") (:end . 19)\n (:start . 13) (:id . 44))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 22) (:start . 20)\n (:id . 45))\n ((:tag . "RB") (:stem . "never") (:form . "never") (:end . 28) (:start . 23)\n (:id . 46))\n ((:tag . "VBD") (:stem . "observe") (:form . "observed") (:end . 37)\n (:start . 29) (:id . 47))\n ((:tag . "JJ") (:stem . "such") (:form . "such") (:end . 42) (:start . 38)\n (:id . 48))\n ((:tag . "VBG") (:stem . 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(:end . 70) (:start . 69)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s4.205) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501258@unknown@formal@none@1@S@A possible source of negative flux numbers, especially close to zero, is noise in the measurements.@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "possible") (:form . "possible") (:end . 10)\n (:start . 2) (:id . 43))\n ((:tag . "NN") (:stem . "source") (:form . "source") (:end . 17)\n (:start . 11) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 20) (:start . 18)\n (:id . 45))\n ((:tag . "JJ") (:stem . "negative") (:form . "negative") (:end . 29)\n (:start . 21) (:id . 46))\n ((:tag . "NN") (:stem . "flux") (:form . "flux") (:end . 34) (:start . 30)\n (:id . 47))\n ((:tag . "NNS") (:stem . "number") (:form . "numbers") (:end . 42)\n (:start . 35) (:id . 48))\n ((:tag . 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(:end . 236) (:start . 235)\n (:id . 82)))@@@1@41@((:identifiers (:sid . :s4.218) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501271@unknown@formal@none@1@S@Subsequently, the average rate of kinetochore-to-pole movement is 0.06 ± 0.02 µm/s (144 kinetochores in 37 spindles) compared with 0.11 ± 0.02 µm/s for wild-type anaphase A movement (Figure 5; Table 1).@(((:tag . "RB") (:stem . "subsequently") (:form . "Subsequently") (:end . 12)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 13) (:start . 12)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 17) (:start . 14)\n (:id . 44))\n ((:tag . "JJ") (:stem . "average") (:form . "average") (:end . 25)\n (:start . 18) (:id . 45))\n ((:tag . "NN") (:stem . "rate") (:form . "rate") (:end . 30) (:start . 26)\n (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 33) (:start . 31)\n (:id . 47))\n ((:tag . 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")") (:end . 201) (:start . 200)\n (:id . 79))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 202) (:start . 201)\n (:id . 80)))@@@1@39@((:identifiers (:sid . :s4.219) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501272@unknown@formal@none@1@S@Some spindles that maintained a reduced but steady pole–pole spacing displayed no kinetochore-to-pole movement and a single nucleus reformed around the unsegregated parental chromosomes.@(((:tag . "DT") (:stem . "some") (:form . "Some") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "spindle") (:form . "spindles") (:end . 13)\n (:start . 5) (:id . 43))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 18) (:start . 14)\n (:id . 44))\n ((:tag . "VBD") (:stem . "maintain") (:form . "maintained") (:end . 29)\n (:start . 19) (:id . 45))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 31) (:start . 30)\n (:id . 46))\n ((:tag . "VBN") (:stem . 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(:end . 186) (:start . 185)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s4.220) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501273@unknown@formal@none@1@S@Such spindles were excluded from our calculations of the average rate.@(((:tag . "JJ") (:stem . "such") (:form . "Such") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "spindle") (:form . "spindles") (:end . 13)\n (:start . 5) (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 18) (:start . 14)\n (:id . 44))\n ((:tag . "VBN") (:stem . "exclude") (:form . "excluded") (:end . 27)\n (:start . 19) (:id . 45))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 32) (:start . 28)\n (:id . 46))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 36) (:start . 33)\n (:id . 47))\n ((:tag . "NNS") (:stem . "calculation") (:form . "calculations") (:end . 49)\n (:start . 37) (:id . 48))\n ((:tag . "IN") (:stem . 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(:end . 81) (:start . 80)\n (:id . 53)))@@@1@12@((:identifiers (:sid . :s4.222) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5501275@unknown@formal@none@1@S@(A) Time-lapse images of one spindle in an embryo expressing GFP-CID injected with rhodamine tubulin and anti-KLP61F antibody.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "a") (:form . "A") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "NNP") (:stem . "Time-lapse") (:form . "Time-lapse") (:end . 14)\n (:start . 4) (:id . 45))\n ((:tag . "NNS") (:stem . "image") (:form . "images") (:end . 21)\n (:start . 15) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 24) (:start . 22)\n (:id . 47))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 28) (:start . 25)\n (:id . 48))\n ((:tag . 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"and") (:end . 104) (:start . 101)\n (:id . 59))\n ((:tag . "JJ") (:stem . "anti-klp61f") (:form . "anti-KLP61F") (:end . 116)\n (:start . 105) (:id . 60))\n ((:tag . "NN") (:stem . "antibody") (:form . "antibody") (:end . 125)\n (:start . 117) (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 126) (:start . 125)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s4.223) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5501276@unknown@formal@none@1@S@The spindle shortens slightly (compare 215 with 126) but does not collapse after KLP61F inhibition.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "spindle") (:form . "spindle") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "NNS") (:stem . "shorten") (:form . "shortens") (:end . 20)\n (:start . 12) (:id . 44))\n ((:tag . "RB") (:stem . "slightly") (:form . 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"after") (:end . 80) (:start . 75)\n (:id . 56))\n ((:tag . "NNP") (:stem . "KLP61F") (:form . "KLP61F") (:end . 87)\n (:start . 81) (:id . 57))\n ((:tag . "NN") (:stem . "inhibition") (:form . "inhibition") (:end . 98)\n (:start . 88) (:id . 58))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 99) (:start . 98)\n (:id . 59)))@@@1@18@((:identifiers (:sid . :s4.224) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5501277@unknown@formal@none@1@S@Kinetochores move to the poles albeit slower than in control spindles.@(((:tag . "NNP") (:stem . "Kinetochore") (:form . "Kinetochores") (:end . 12)\n (:start . 0) (:id . 42))\n ((:tag . "VBP") (:stem . "move") (:form . "move") (:end . 17) (:start . 13)\n (:id . 43))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 20) (:start . 18)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 24) (:start . 21)\n (:id . 45))\n ((:tag . "NNS") (:stem . "pole") (:form . "poles") (:end . 30) (:start . 25)\n (:id . 46))\n ((:tag . "IN") (:stem . "albeit") (:form . "albeit") (:end . 37)\n (:start . 31) (:id . 47))\n ((:tag . "JJR") (:stem . "slow") (:form . "slower") (:end . 44) (:start . 38)\n (:id . 48))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 49) (:start . 45)\n (:id . 49))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 52) (:start . 50)\n (:id . 50))\n ((:tag . "NN") (:stem . "control") (:form . "control") (:end . 60)\n (:start . 53) (:id . 51))\n ((:tag . "NNS") (:stem . "spindle") (:form . "spindles") (:end . 69)\n (:start . 61) (:id . 52))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 70) (:start . 69)\n (:id . 53)))@@@1@12@((:identifiers (:sid . :s4.225) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5501278@unknown@formal@none@1@S@Time in each frame is given in seconds from NEB.@(((:tag . "NNP") (:stem . "Time") (:form . "Time") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 12) (:start . 8)\n (:id . 44))\n ((:tag . "NN") (:stem . "frame") (:form . "frame") (:end . 18) (:start . 13)\n (:id . 45))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 21) (:start . 19)\n (:id . 46))\n ((:tag . "VBN") (:stem . "give") (:form . "given") (:end . 27) (:start . 22)\n (:id . 47))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 30) (:start . 28)\n (:id . 48))\n ((:tag . "NNS") (:stem . "second") (:form . "seconds") (:end . 38)\n (:start . 31) (:id . 49))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 43) (:start . 39)\n (:id . 50))\n ((:tag . "NNP") (:stem . "NEB") (:form . "NEB") (:end . 47) (:start . 44)\n (:id . 51))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 48) (:start . 47)\n (:id . 52)))@@@1@11@((:identifiers (:sid . :s4.226) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5501279@unknown@formal@none@1@S@Bar, 5 µm.@(((:tag . "NNP") (:stem . "Bar") (:form . "Bar") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 4) (:start . 3) (:id . 43))\n ((:tag . "CD") (:stem . "5") (:form . "5") (:end . 6) (:start . 5)\n (:id . 44))\n ((:tag . "NNP") (:stem . "µm") (:form . "µm") (:end . 9) (:start . 7)\n (:id . 45))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 10) (:start . 9)\n (:id . 46)))@@@1@5@((:identifiers (:sid . :s4.227) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5501280@unknown@formal@none@1@S@(B) Positions of the center of kinetochore pairs in wild-type (black) and KLP61F-inhibited (red) spindles.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "B") (:form . "B") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "NNS") (:stem . "position") (:form . "Positions") (:end . 13)\n (:start . 4) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 16) (:start . 14)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 20) (:start . 17)\n (:id . 47))\n ((:tag . "NN") (:stem . "center") (:form . "center") (:end . 27)\n (:start . 21) (:id . 48))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 30) (:start . 28)\n (:id . 49))\n ((:tag . "NN") (:stem . "kinetochore") (:form . "kinetochore") (:end . 42)\n (:start . 31) (:id . 50))\n ((:tag . "NNS") (:stem . "pair") (:form . "pairs") (:end . 48) (:start . 43)\n (:id . 51))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 51) (:start . 49)\n (:id . 52))\n ((:tag . "JJ") (:stem . 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(:end . 106) (:start . 105)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s4.228) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5501281@unknown@formal@none@1@S@In anti-KLP61F–inhibited spindles, kinetochores do not congress as tightly as in controls, and they exhibit a larger displacement around the equator.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "anti-klp61f–inhibited")\n (:form . "anti-KLP61F–inhibited") (:end . 24) (:start . 3) (:id . 43))\n ((:tag . "NNS") (:stem . "spindle") (:form . "spindles") (:end . 33)\n (:start . 25) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 34) (:start . 33)\n (:id . 45))\n ((:tag . "NNS") (:stem . "kinetochore") (:form . "kinetochores") (:end . 47)\n (:start . 35) (:id . 46))\n ((:tag . "VBP") (:stem . "do") (:form . "do") (:end . 50) (:start . 48)\n (:id . 47))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 54) (:start . 51)\n (:id . 48))\n ((:tag . "VB") (:stem . "congress") (:form . "congress") (:end . 63)\n (:start . 55) (:id . 49))\n ((:tag . "RB") (:stem . "as") (:form . "as") (:end . 66) (:start . 64)\n (:id . 50))\n ((:tag . "RB") (:stem . "tightly") (:form . "tightly") (:end . 74)\n (:start . 67) (:id . 51))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 77) (:start . 75)\n (:id . 52))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 80) (:start . 78)\n (:id . 53))\n ((:tag . "NNS") (:stem . "control") (:form . "controls") (:end . 89)\n (:start . 81) (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 90) (:start . 89)\n (:id . 55))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 94) (:start . 91)\n (:id . 56))\n ((:tag . "PRP") (:stem . "they") (:form . "they") (:end . 99) (:start . 95)\n (:id . 57))\n ((:tag . "VBP") (:stem . "exhibit") (:form . "exhibit") (:end . 107)\n (:start . 100) (:id . 58))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 109) (:start . 108)\n (:id . 59))\n ((:tag . "JJR") (:stem . "large") (:form . "larger") (:end . 116)\n (:start . 110) (:id . 60))\n ((:tag . "NN") (:stem . "displacement") (:form . "displacement") (:end . 129)\n (:start . 117) (:id . 61))\n ((:tag . "IN") (:stem . "around") (:form . "around") (:end . 136)\n (:start . 130) (:id . 62))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 140) (:start . 137)\n (:id . 63))\n ((:tag . "NN") (:stem . "equator") (:form . "equator") (:end . 148)\n (:start . 141) (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 149) (:start . 148)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s4.229) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5501282@unknown@formal@none@1@S@Triangles mark the average positions of the poles.@(((:tag . "NNS") (:stem . "triangle") (:form . "Triangles") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "VBP") (:stem . "mark") (:form . "mark") (:end . 14) (:start . 10)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 18) (:start . 15)\n (:id . 44))\n ((:tag . "JJ") (:stem . "average") (:form . "average") (:end . 26)\n (:start . 19) (:id . 45))\n ((:tag . "NNS") (:stem . "position") (:form . "positions") (:end . 36)\n (:start . 27) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 39) (:start . 37)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 43) (:start . 40)\n (:id . 48))\n ((:tag . "NNS") (:stem . "pole") (:form . "poles") (:end . 49) (:start . 44)\n (:id . 49))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 50) (:start . 49)\n (:id . 50)))@@@1@9@((:identifiers (:sid . :s4.230) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5501283@unknown@formal@none@1@S@(C) Pole–pole distance and kinetochore-to-pole distances for the spindle shown in A (averages in Table 1).@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "C") (:form . "C") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "NNP") (:stem . "Pole–pole") (:form . "Pole–pole") (:end . 13)\n (:start . 4) (:id . 45))\n ((:tag . "NN") (:stem . "distance") (:form . "distance") (:end . 22)\n (:start . 14) (:id . 46))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 26) (:start . 23)\n (:id . 47))\n ((:tag . "NN") (:stem . "kinetochore-to-pole")\n (:form . 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"table") (:form . "Table") (:end . 102) (:start . 97)\n (:id . 59))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 104) (:start . 103)\n (:id . 60))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 105) (:start . 104)\n (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 106) (:start . 105)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s4.231) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5501284@unknown@formal@none@1@S@Significantly, the lower rate of 0.06 µm/s parallels the observed lack of poleward flux (previous section) and supports the idea that anaphase A is driven by a combined “flux-pacman” mechanism in Drosophila embryos (Brust-Mascher and Scholey, 2002 ; Maddox et al., 2002 ; Rogers et al., 2004 ).@(((:tag . "RB") (:stem . "significantly") (:form . "Significantly")\n (:end . 13) (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . 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"DISCUSSION") (:end . 10)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s4.248) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5501301@unknown@formal@none@1@S@This study exploits our ability to create and directly visualize the KLP61F concentration gradient produced by the microinjection of an antibody to the motor's spindle targeting domain in wild-type and Ncd null mutant Drosophila syncytial blastoderm embryos in order to examine the spectrum of functions of kinesin-5.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "study") (:form . "study") (:end . 10) (:start . 5)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "exploit") (:form . "exploits") (:end . 19)\n (:start . 11) (:id . 44))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 23) (:start . 20)\n (:id . 45))\n ((:tag . "NN") (:stem . "ability") (:form . 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(:end . 317) (:start . 316)\n (:id . 90)))@@@1@49@((:identifiers (:sid . :s4.249) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501302@unknown@formal@none@1@S@The work suggests that MT–MT crosslinking and sliding by KLP61F contributes to 1) the maintenance of prometaphase spindles as chromosomes are captured; 2) poleward flux in ipMTs and kMTs; 3) the bundling and organization of MTs throughout the spindle; 4) the control of pre-anaphase B spindle length; 5) tight congression, kinetochore–kinetochore spacing and the rate of anaphase A chromatid-to-pole motility; and 6) the elongation of the anaphase B spindle in a manner that is relatively insensitive to the KLP61F concentration (Figure 6).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "work") (:form . "work") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "suggest") (:form . 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(:end . 368) (:start . 367)\n (:id . 102)))@@@1@61@((:identifiers (:sid . :s4.269) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501322@unknown@formal@none@1@S@For example, in spindles lacking Ncd function, spindle collapse driven by the inward force-generators can be circumvented and the results, specifically the failure or delay of spindle elongation, then reveal a role for KLP61F-driven sliding in anaphase B.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "example") (:form . "example") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 44))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 15) (:start . 13)\n (:id . 45))\n ((:tag . "NNS") (:stem . "spindle") (:form . "spindles") (:end . 24)\n (:start . 16) (:id . 46))\n ((:tag . "VBG") (:stem . "lack") (:form . 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(:end . 255) (:start . 254)\n (:id . 84)))@@@1@43@((:hcues ((:id . :x4.270.1) (:span 102 105)))\n (:hscopes ((:id . :x4.270.1) (:span 47 121)))\n (:identifiers (:sid . :s4.270) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501323@unknown@formal@none@1@S@In the spindles that fail to elongate, we propose that there is enough KLP61F to prevent spindle collapse but not enough to drive anaphase B (Figure 2).@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "NNS") (:stem . "spindle") (:form . "spindles") (:end . 15)\n (:start . 7) (:id . 44))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 20) (:start . 16)\n (:id . 45))\n ((:tag . "VBP") (:stem . "fail") (:form . "fail") (:end . 25) (:start . 21)\n (:id . 46))\n ((:tag . "TO") (:stem . "to") (:form . 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(:end . 219) (:start . 218)\n (:id . 80)))@@@1@39@((:hcues ((:id . :x4.272.1) (:span 85 90)))\n (:hscopes ((:id . :x4.272.1) (:span 85 183)))\n (:identifiers (:sid . :s4.272) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501325@unknown@formal@none@1@S@Perhaps surprisingly, after partial KLP61F inhibition, flux is slowed down in all MT bundles, suggesting that all bundles are interconnected.@(((:tag . "RB") (:stem . "perhaps") (:form . "Perhaps") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "RB") (:stem . "surprisingly") (:form . "surprisingly") (:end . 20)\n (:start . 8) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 21) (:start . 20)\n (:id . 44))\n ((:tag . "IN") (:stem . "after") (:form . "after") (:end . 27) (:start . 22)\n (:id . 45))\n ((:tag . "JJ") (:stem . "partial") (:form . "partial") (:end . 35)\n (:start . 28) (:id . 46))\n ((:tag . "NNP") (:stem . "KLP61F") (:form . 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(:end . 141) (:start . 140)\n (:id . 65)))@@@1@24@((:hcues ((:id . :x4.273.1) (:span 94 104)) ((:id . :x4.273.2) (:span 0 7)))\n (:hscopes ((:id . :x4.273.1) (:span 94 140)) ((:id . :x4.273.2) (:span 0 20)))\n (:identifiers (:sid . :s4.273) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501326@unknown@formal@none@1@S@We propose that the sliding apart of ipMTs by KLP61F would also push kMTs poleward, if the kMTs are mechanically coupled to the sliding ipMTs by KLP61F (or other) MT–MT cross-linkers (Figure 6; Sharp et al., 1999a ; Cheerambathur et al., 2008 ).@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "propose") (:form . "propose") (:end . 10)\n (:start . 3) (:id . 43))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 15) (:start . 11)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . 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(:form . "al.") (:end . 385) (:start . 382)\n (:id . 108))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 386) (:start . 385)\n (:id . 109))\n ((:tag . "CD") (:stem . "2001") (:form . "2001") (:end . 391) (:start . 387)\n (:id . 110))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 393) (:start . 392)\n (:id . 111))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 394) (:start . 393)\n (:id . 112)))@@@1@71@((:hcues ((:id . :x4.284.1) (:span 3 14)))\n (:hscopes ((:id . :x4.284.1) (:span 3 349)))\n (:identifiers (:sid . :s4.284) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501337@unknown@formal@none@1@S@The relative importance of centrosome- versus chromosome-directed spindle organization may be a key factor influencing how kinesin-5 is deployed in different spindles, e.g., in spindle pole focusing versus spindle pole separation, though it is obviously not the only factor.@(((:tag . "DT") (:stem . 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(:end . 244) (:start . 243)\n (:id . 83)))@@@1@42@((:hcues ((:id . :x4.292.1) (:span 34 37)))\n (:hscopes ((:id . :x4.292.1) (:span 34 58)))\n (:identifiers (:sid . :s4.292) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501345@unknown@formal@none@1@S@The kinesin-5 inhibitor, monastrol, unfortunately does not interfere with purified kinesin-5 motility or mitosis in Drosophila (our unpublished observations), but it has been used extensively to probe the diverse functions of vertebrate kinesin-5.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "kinesin-5") (:form . "kinesin-5") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "inhibitor") (:form . "inhibitor") (:end . 23)\n (:start . 14) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 24) (:start . 23)\n (:id . 45))\n ((:tag . "NN") (:stem . "monastrol") (:form . 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"functions") (:end . 222)\n (:start . 213) (:id . 76))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 225) (:start . 223)\n (:id . 77))\n ((:tag . "NN") (:stem . "vertebrate") (:form . "vertebrate") (:end . 236)\n (:start . 226) (:id . 78))\n ((:tag . "NN") (:stem . "kinesin-5") (:form . "kinesin-5") (:end . 246)\n (:start . 237) (:id . 79))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 247) (:start . 246)\n (:id . 80)))@@@1@39@((:identifiers (:sid . :s4.293) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501346@unknown@formal@none@1@S@This work, together with complementary approaches, has revealed multiple roles for kinesin-5 in early spindle assembly, in spindle maintenance (in Xenopus but not cultured cells), in the sorting out of antiparallel chromosome nucleated MTs, and in the proper biorientation of chromosomes (Gaglio et al., 1996 ; Walczak et al., 1998 ; Kapoor et al., 2000 ; Uteng et al., 2008 ).@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "work") (:form . "work") (:end . 9) (:start . 5)\n (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 10) (:start . 9)\n (:id . 44))\n ((:tag . "RB") (:stem . "together") (:form . "together") (:end . 19)\n (:start . 11) (:id . 45))\n ((:tag . "IN") (:stem . 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(:end . 377) (:start . 376)\n (:id . 115)))@@@1@74@((:identifiers (:sid . :s4.294) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501347@unknown@formal@none@1@S@Roles for kinesin-5 in driving poleward flux and controlling metaphase spindle length were proposed previously for Xenopus extract spindles (Miyamoto et al., 2004 ; Shirasu-Hiza et al., 2004 ) as we report here for Drosophila embryo spindles.@(((:tag . "NNS") (:stem . "role") (:form . "Roles") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 9) (:start . 6)\n (:id . 43))\n ((:tag . "NN") (:stem . "kinesin-5") (:form . "kinesin-5") (:end . 19)\n (:start . 10) (:id . 44))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 22) (:start . 20)\n (:id . 45))\n ((:tag . "VBG") (:stem . "drive") (:form . "driving") (:end . 30)\n (:start . 23) (:id . 46))\n ((:tag . "JJ") (:stem . "poleward") (:form . 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".") (:stem . ".") (:form . ".") (:end . 271) (:start . 270)\n (:id . 84)))@@@1@43@((:hcues ((:id . :x4.297.1) (:span 144 147)))\n (:hscopes ((:id . :x4.297.1) (:span 144 259)))\n (:identifiers (:sid . :s4.297) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501350@unknown@formal@none@1@S@Thus kinesin-5 motors have diverse, often essential mitotic functions in many systems including the Drosophila embryo.@(((:tag . "RB") (:stem . "thus") (:form . "Thus") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "kinesin-5") (:form . "kinesin-5") (:end . 14)\n (:start . 5) (:id . 43))\n ((:tag . "NNS") (:stem . "motor") (:form . "motors") (:end . 21)\n (:start . 15) (:id . 44))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 26) (:start . 22)\n (:id . 45))\n ((:tag . "JJ") (:stem . "diverse") (:form . "diverse") (:end . 34)\n (:start . 27) (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . 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(:end . 202) (:start . 201)\n (:id . 75)))@@@1@34@((:hcues ((:id . :x4.300.1) (:span 21 24)))\n (:hscopes ((:id . :x4.300.1) (:span 6 105)))\n (:identifiers (:sid . :s4.300) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501353@unknown@formal@none@1@S@Relation to Studies of the Mechanism of Kinesin-5 Action@(((:tag . "NN") (:stem . "relation") (:form . "Relation") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 11) (:start . 9)\n (:id . 43))\n ((:tag . "NNS") (:stem . "study") (:form . "Studies") (:end . 19)\n (:start . 12) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 22) (:start . 20)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 26) (:start . 23)\n (:id . 46))\n ((:tag . "NN") (:stem . "mechanism") (:form . "Mechanism") (:end . 36)\n (:start . 27) (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . 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(:end . 269) (:start . 268)\n (:id . 92)))@@@1@51@((:hcues ((:id . :x4.309.1) (:span 193 196)))\n (:hscopes ((:id . :x4.309.1) (:span 193 209)))\n (:identifiers (:sid . :s4.309) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501362@unknown@formal@none@1@S@The slow, plus-end–directed motility of kinesin-5 was first observed using recombinant motor domain subfragments of Eg5 (Sawin et al., 1992 ), and subsequently, in elegant, pioneering work, full-length recombinant Eg5 was shown to cross-link and slide adjacent MTs (Kapitein et al., 2005 ).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "slow") (:form . "slow") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 9) (:start . 8) (:id . 44))\n ((:tag . "JJ") (:stem . "plus-end–directed") (:form . "plus-end–directed")\n (:end . 27) (:start . 10) (:id . 45))\n ((:tag . 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(:end . 245) (:start . 244)\n (:id . 82)))@@@1@41@((:identifiers (:sid . :s4.328) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501381@unknown@formal@none@1@S@This work supports the idea that the KLP61F/Ncd force balance engages immediately after NEB as dynamic ipMT bundles start to form, whereas the subsequent elongation phase requires additional outward acting force-generators, for example, KLP3A on chromosome arms and cortical dynein (Sharp et al., 2000a ; Kwon et al., 2004 ).@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "work") (:form . "work") (:end . 9) (:start . 5)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "support") (:form . "supports") (:end . 18)\n (:start . 10) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 22) (:start . 19)\n (:id . 45))\n ((:tag . "NN") (:stem . "idea") (:form . 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"2007") (:end . 304) (:start . 300)\n (:id . 96))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 306) (:start . 305)\n (:id . 97))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 307) (:start . 306)\n (:id . 98)))@@@1@57@((:hcues ((:id . :x4.334.1) (:span 169 177))\n ((:id . :x4.334.2) (:span 163 168)))\n (:hscopes ((:id . :x4.334.1) (:span 169 276))\n ((:id . :x4.334.2) (:span 163 276)))\n (:identifiers (:sid . :s4.334) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501387@unknown@formal@none@1@S@This suggestion again implies that kinesin-5 is deployed in different ways in different systems.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "suggestion") (:form . "suggestion") (:end . 15)\n (:start . 5) (:id . 43))\n ((:tag . "RB") (:stem . "again") (:form . "again") (:end . 21) (:start . 16)\n (:id . 44))\n ((:tag . "VBZ") (:stem . 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"systems") (:end . 95)\n (:start . 88) (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 96) (:start . 95)\n (:id . 56)))@@@1@15@((:hcues ((:id . :x4.335.1) (:span 22 29)))\n (:hscopes ((:id . :x4.335.1) (:span 22 95)))\n (:identifiers (:sid . :s4.335) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501388@unknown@formal@none@1@S@Summary@(((:tag . "NNP") (:stem . "Summary") (:form . "Summary") (:end . 7)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s4.336) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5501389@unknown@formal@none@1@S@This comprehensive study has revealed the spectrum of mitotic functions of the kinesin-5 motor, KLP61F, in a single system, the Drosophila embryo.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . 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(:end . 150) (:start . 149)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s4.338) (:did . :pmc2655252) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501391@unknown@formal@none@1@S@Distinct Roles for FOXP3+ and FOXP3- CD4+ T Cells in Regulating Cellular Immunity to Uncomplicated and Severe Plasmodium falciparum Malaria@(((:tag . "JJ") (:stem . "distinct") (:form . "Distinct") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "role") (:form . "Roles") (:end . 14) (:start . 9)\n (:id . 43))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 18) (:start . 15)\n (:id . 44))\n ((:tag . "JJ") (:stem . "foxp3+") (:form . "FOXP3+") (:end . 25)\n (:start . 19) (:id . 45))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 29) (:start . 26)\n (:id . 46))\n ((:tag . "JJ") (:stem . "foxp3-") (:form . "FOXP3-") (:end . 36)\n (:start . 30) (:id . 47))\n ((:tag . "JJ") (:stem . "cd4+") (:form . 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"Abstract") (:end . 8)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s5.2) (:did . :pmc2658808) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5501393@unknown@formal@none@1@S@Failure to establish an appropriate balance between pro- and anti-inflammatory immune responses is believed to contribute to pathogenesis of severe malaria.@(((:tag . "NN") (:stem . "failure") (:form . "Failure") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 10) (:start . 8)\n (:id . 43))\n ((:tag . "VB") (:stem . "establish") (:form . "establish") (:end . 20)\n (:start . 11) (:id . 44))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 23) (:start . 21)\n (:id . 45))\n ((:tag . "JJ") (:stem . "appropriate") (:form . "appropriate") (:end . 35)\n (:start . 24) (:id . 46))\n ((:tag . "NN") (:stem . "balance") (:form . "balance") (:end . 43)\n (:start . 36) (:id . 47))\n ((:tag . "IN") (:stem . 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(:end . 156) (:start . 155)\n (:id . 63)))@@@1@22@((:hcues ((:id . :x5.3.1) (:span 99 107)))\n (:hscopes ((:id . :x5.3.1) (:span 0 155)))\n (:identifiers (:sid . :s5.3) (:did . :pmc2658808) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501394@unknown@formal@none@1@S@To determine whether this balance is maintained by classical regulatory T cells (CD4+ FOXP3+ CD127-/low; Tregs) we compared cellular responses between Gambian children (n=124) with severe Plasmodium falciparum malaria or uncomplicated malaria infections.@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VB") (:stem . "determine") (:form . "determine") (:end . 12)\n (:start . 3) (:id . 43))\n ((:tag . "IN") (:stem . "whether") (:form . "whether") (:end . 20)\n (:start . 13) (:id . 44))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 25) (:start . 21)\n (:id . 45))\n ((:tag . "NN") (:stem . "balance") (:form . 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(:form . ".") (:end . 171) (:start . 170)\n (:id . 68)))@@@1@27@((:hcues ((:id . :x5.10.1) (:span 163 170)))\n (:hscopes ((:id . :x5.10.1) (:span 93 170)))\n (:identifiers (:sid . :s5.10) (:did . :pmc2658808) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501401@unknown@formal@none@1@S@In this study we have found that Tregs are unable to control the florid inflammation during acute, severe P. falciparum malaria infections, suggesting that this component of the immunoregulatory arsenal may be rapidly overwhelmed by virulent infections.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "study") (:form . "study") (:end . 13) (:start . 8)\n (:id . 44))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 16) (:start . 14)\n (:id . 45))\n ((:tag . "VBP") (:stem . "have") (:form . 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"overwhelmed") (:end . 229)\n (:start . 218) (:id . 77))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 232) (:start . 230)\n (:id . 78))\n ((:tag . "JJ") (:stem . "virulent") (:form . "virulent") (:end . 241)\n (:start . 233) (:id . 79))\n ((:tag . "NNS") (:stem . "infection") (:form . "infections") (:end . 252)\n (:start . 242) (:id . 80))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 253) (:start . 252)\n (:id . 81)))@@@1@40@((:hcues ((:id . :x5.11.1) (:span 203 206)) ((:id . :x5.11.2) (:span 140 150)))\n (:hscopes ((:id . :x5.11.1) (:span 156 252))\n ((:id . :x5.11.2) (:span 140 252)))\n (:identifiers (:sid . :s5.11) (:did . :pmc2658808) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501402@unknown@formal@none@1@S@Further, we identified, for the first time in an acute human infection, a population of IL-10-producing Th-1 effector cells and found that IL-10-producing Th-1 cells were associated with development of uncomplicated as opposed to severe malaria, leading us to suggest that such “self-regulating” Th-1 cells may contribute to clearing malaria infections without inducing immune-mediated pathology.@(((:tag . "RB") (:stem . "further") (:form . "Further") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "PRP") (:stem . 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(:end . 396) (:start . 395)\n (:id . 103)))@@@1@62@((:hcues ((:id . :x5.12.1) (:span 307 310)) ((:id . :x5.12.2) (:span 260 267)))\n (:hscopes ((:id . :x5.12.1) (:span 307 395))\n ((:id . :x5.12.2) (:span 260 395)))\n (:identifiers (:sid . :s5.12) (:did . :pmc2658808) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501403@unknown@formal@none@1@S@In addition, we found evidence that malaria-induced Tregs may limit the magnitude of malaria-specific memory responses detectable 28 days later, which may reduce the risk of immune-mediated pathology upon reinfection and may explain how immunity to severe disease can be gained after as little as one or two infections.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "addition") (:form . "addition") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 44))\n ((:tag . 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(:end . 319) (:start . 318)\n (:id . 93)))@@@1@52@((:hcues ((:id . :x5.13.1) (:span 221 224)) ((:id . :x5.13.2) (:span 151 154))\n ((:id . :x5.13.3) (:span 58 61)))\n (:hscopes ((:id . :x5.13.1) (:span 221 318))\n ((:id . :x5.13.2) (:span 151 216)) ((:id . :x5.13.3) (:span 58 143)))\n (:identifiers (:sid . :s5.13) (:did . :pmc2658808) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501404@unknown@formal@none@1@S@We conclude that vaccines designed to induce cell-mediated responses should be assessed for their ability to induce IL-10 producing Th-1 cells and Tregs.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "conclude") (:form . "conclude") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 16) (:start . 12)\n (:id . 44))\n ((:tag . "NNS") (:stem . "vaccine") (:form . 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(:end . 153) (:start . 152)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s5.14) (:did . :pmc2658808) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501405@unknown@formal@none@1@S@Introduction@(((:tag . "NN") (:stem . "introduction") (:form . "Introduction") (:end . 12)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s5.15) (:did . :pmc2658808) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5501406@unknown@formal@none@1@S@The clinical spectrum of P. falciparum infection ranges from asymptomatic parasite carriage to a febrile disease that may develop into a severe, life-threatening illness.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "clinical") (:form . "clinical") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "spectrum") (:form . 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(:end . 425) (:start . 424)\n (:id . 103)))@@@1@62@((:hcues ((:id . :x5.38.1) (:span 343 351)) ((:id . :x5.38.2) (:span 195 198))\n ((:id . :x5.38.3) (:span 159 172)))\n (:hscopes ((:id . :x5.38.1) (:span 343 424))\n ((:id . :x5.38.2) (:span 195 329)) ((:id . :x5.38.3) (:span 159 329)))\n (:identifiers (:sid . :s5.38) (:did . :pmc2658808) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501429@unknown@formal@none@1@S@Moreover, we have identified a population of FOXP3-, CD45RO+, CD4+ T cells which co-produce IL-10 and IFN-γ and which are more prevalent in children with uncomplicated malaria than in those with severe disease.@(((:tag . "RB") (:stem . "moreover") (:form . "Moreover") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 9) (:start . 8) (:id . 43))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 12) (:start . 10)\n (:id . 44))\n ((:tag . "VBP") (:stem . "have") (:form . 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(:end . 237) (:start . 236)\n (:id . 78)))@@@1@37@((:hcues ((:id . :x5.54.1) (:span 166 171)) ((:id . :x5.54.3) (:span 127 129))\n ((:id . :x5.54.2) (:span 50 55)) ((:id . :x5.54.4) (:span 3 15)))\n (:hscopes ((:id . :x5.54.1) (:span 166 236)) ((:id . :x5.54.2) (:span 50 125))\n ((:id . :x5.54.3) (:span 16 236)) ((:id . :x5.54.4) (:span 3 236)))\n (:identifiers (:sid . :s5.54) (:did . :pmc2658808) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501445@unknown@formal@none@1@S@However, the proportion of cells expressing a Treg phenotype (defined by flow cytometry as CD3+CD4+ lymphocytes being FOXP3+and CD127-/low; Figure 1A, 1B, and 1C) was similar in the acute (D0) and the convalescent phase (D28) for both uncomplicated and severe cases (SA+SB) and in healthy control children; on average, 2–3% of CD4+ T cells expressed the regulatory phenotype (Figure 1D).@(((:tag . "RB") (:stem . "however") (:form . 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(:end . 65) (:start . 64)\n (:id . 55)))@@@1@14@((:identifiers (:sid . :s5.57) (:did . :pmc2658808) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501448@unknown@formal@none@1@S@Similar number and proportion of Tregs in uncomplicated and severe disease, increasing during convalescence.@(((:tag . "JJ") (:stem . "similar") (:form . "Similar") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "number") (:form . "number") (:end . 14) (:start . 8)\n (:id . 43))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 18) (:start . 15)\n (:id . 44))\n ((:tag . "NN") (:stem . "proportion") (:form . "proportion") (:end . 29)\n (:start . 19) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 32) (:start . 30)\n (:id . 46))\n ((:tag . "NNS") (:stem . "treg") (:form . "Tregs") (:end . 38) (:start . 33)\n (:id . 47))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 41) (:start . 39)\n (:id . 48))\n ((:tag . 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(:end . 108) (:start . 107)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s5.58) (:did . :pmc2658808) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5501449@unknown@formal@none@1@S@Although not supportive of our original hypothesis, these observations are consistent with the notion that acute malaria infection drives expansion of Treg populations which then persist for some weeks to maintain immune homeostasis during the contraction phase of the effector response [36].@(((:tag . "IN") (:stem . "although") (:form . "Although") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 12) (:start . 9)\n (:id . 43))\n ((:tag . "JJ") (:stem . "supportive") (:form . "supportive") (:end . 23)\n (:start . 13) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 26) (:start . 24)\n (:id . 45))\n ((:tag . "PRP$") (:stem . "our") (:form . 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".") (:stem . ".") (:form . ".") (:end . 292) (:start . 291)\n (:id . 87)))@@@1@46@((:identifiers (:sid . :s5.59) (:did . :pmc2658808) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501450@unknown@formal@none@1@S@In accordance with this notion, and in agreement with our previous observation that increased levels of Tregs were associated with faster parasite growth during the early stages of blood stage infection [27], we observe here in - children with either severe or uncomplicated malaria infections - a significant positive correlation between parasite density and the frequency of Tregs within the CD4+ T cell population (p=0.002, Figure 2).@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "accordance") (:form . "accordance") (:end . 13)\n (:start . 3) (:id . 43))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 18) (:start . 14)\n (:id . 44))\n ((:tag . 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(:end . 437) (:start . 436)\n (:id . 116)))@@@1@75@((:identifiers (:sid . :s5.60) (:did . :pmc2658808) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501451@unknown@formal@none@1@S@Proportion of T cells expressing a Treg phenotype correlates with parasitaemia.@(((:tag . "NN") (:stem . "proportion") (:form . "Proportion") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 13) (:start . 11)\n (:id . 43))\n ((:tag . "NN") (:stem . "t") (:form . "T") (:end . 15) (:start . 14)\n (:id . 44))\n ((:tag . "NNS") (:stem . "cell") (:form . "cells") (:end . 21) (:start . 16)\n (:id . 45))\n ((:tag . "VBG") (:stem . "express") (:form . "expressing") (:end . 32)\n (:start . 22) (:id . 46))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 34) (:start . 33)\n (:id . 47))\n ((:tag . "NNP") (:stem . "Treg") (:form . "Treg") (:end . 39) (:start . 35)\n (:id . 48))\n ((:tag . "NN") (:stem . 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(:end . 154) (:start . 153)\n (:id . 71)))@@@1@30@((:hcues ((:id . :x5.112.1) (:span 90 93)))\n (:hscopes ((:id . :x5.112.1) (:span 90 153)))\n (:identifiers (:sid . :s5.112) (:did . :pmc2658808) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501503@unknown@formal@none@1@S@To determine whether Tregs present during acute malaria infection might similarly affect the induction of immunological memory, we compared FOXP3 mRNA levels on day 0 with malaria specific IFN-γ memory responses (as assessed by PfSE-specific cultured ELISPOT) among PBMC collected from 34 of our convalescent malaria patients (19 severe and 15 uncomplicated) on Day 28.@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VB") (:stem . "determine") (:form . "determine") (:end . 12)\n (:start . 3) (:id . 43))\n ((:tag . "IN") (:stem . "whether") (:form . "whether") (:end . 20)\n (:start . 13) (:id . 44))\n ((:tag . "NNS") (:stem . 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(:end . 369) (:start . 368)\n (:id . 102)))@@@1@61@((:hcues ((:id . :x5.113.1) (:span 66 71)) ((:id . :x5.113.2) (:span 13 20)))\n (:hscopes ((:id . :x5.113.1) (:span 66 126))\n ((:id . :x5.113.2) (:span 13 126)))\n (:identifiers (:sid . :s5.113) (:did . :pmc2658808) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501504@unknown@formal@none@1@S@As shown in Figure 7A, cells from uncomplicated and severe cases mounted similarly strong IFN-γ memory responses following culture with PfSE.@(((:tag . "IN") (:stem . "as") (:form . "As") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBN") (:stem . "show") (:form . "shown") (:end . 8) (:start . 3)\n (:id . 43))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 18)\n (:start . 12) (:id . 45))\n ((:tag . "NNP") (:stem . "7A") (:form . "7A") (:end . 21) (:start . 19)\n (:id . 46))\n ((:tag . 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(:end . 141) (:start . 140)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s5.114) (:did . :pmc2658808) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501505@unknown@formal@none@1@S@When plotted against FOXP3 mRNA levels measured on day 0, a linear by linear hyperbolic fit revealed that higher levels of FOXP3 mRNA on day 0 were highly significantly (p=0.009) associated with lower malaria-specific IFN-γ memory responses on Day 28, suggesting that Tregs induced during the acute infection may limit the magnitude of subsequent Th1 responses (Figure 7B).@(((:tag . "WRB") (:stem . "when") (:form . "When") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "VBN") (:stem . "plot") (:form . "plotted") (:end . 12) (:start . 5)\n (:id . 43))\n ((:tag . "IN") (:stem . "against") (:form . "against") (:end . 20)\n (:start . 13) (:id . 44))\n ((:tag . "NN") (:stem . "foxp3") (:form . "FOXP3") (:end . 26) (:start . 21)\n (:id . 45))\n ((:tag . 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(:end . 373) (:start . 372)\n (:id . 106)))@@@1@65@((:hcues ((:id . :x5.115.1) (:span 309 312))\n ((:id . :x5.115.2) (:span 252 262)))\n (:hscopes ((:id . :x5.115.1) (:span 309 360))\n ((:id . :x5.115.2) (:span 252 360)))\n (:identifiers (:sid . :s5.115) (:did . :pmc2658808) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501506@unknown@formal@none@1@S@For neither group could a significant effect of parasitaemia on the memory response be observed (r=-0.12 p=0.962 for severe and r=0.015, p=0.957 for uncomplicated cases).@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "neither") (:form . "neither") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "group") (:form . "group") (:end . 17) (:start . 12)\n (:id . 44))\n ((:tag . "MD") (:stem . "could") (:form . "could") (:end . 23) (:start . 18)\n (:id . 45))\n ((:tag . "DT") (:stem . "a") (:form . 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"Discussion") (:end . 10)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s5.118) (:did . :pmc2658808) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5501509@unknown@formal@none@1@S@We hypothesized that the balance of inflammatory to regulatory immune responses would be biased towards a more inflammatory response in children with severe malaria than in children with uncomplicated malaria, that this balance would be restored during convalescence and – crucially – that this would be associated with differences in the proportion, absolute number or function of circulating classical (CD4+ CD127-/lo FOXP3+) regulatory T cells.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "hypothesize") (:form . "hypothesized") (:end . 15)\n (:start . 3) (:id . 43))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 20) (:start . 16)\n (:id . 44))\n ((:tag . 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(:end . 447) (:start . 446)\n (:id . 111)))@@@1@70@((:hcues ((:id . :x5.119.1) (:span 295 300))\n ((:id . :x5.119.2) (:span 228 233)) ((:id . :x5.119.3) (:span 80 85))\n ((:id . :x5.119.4) (:span 3 15)))\n (:hscopes ((:id . :x5.119.1) (:span 290 446))\n ((:id . :x5.119.2) (:span 215 266)) ((:id . :x5.119.3) (:span 21 208))\n ((:id . :x5.119.4) (:span 3 446)))\n (:identifiers (:sid . :s5.119) (:did . :pmc2658808) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501510@unknown@formal@none@1@S@In partial support of these hypotheses, the number of cells expressing a Treg phenotype and FOXP3-mRNA levels were both significantly higher during convalescence than during the acute clinical episode and the ratio of the Th1 transcription factor T-BET to the Treg transcription factor FOXP3 was significantly higher during acute disease than during convalescence in both severe and uncomplicated cases, compatible with the notion that Tregs fail to sufficiently regulate pro-inflammatory responses which might contribute to the onset of symptomatic malaria infection.@(((:tag . 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(:end . 460) (:start . 459)\n (:id . 123)))@@@1@82@((:hcues ((:id . :x5.121.1) (:span 107 114)))\n (:hscopes ((:id . :x5.121.1) (:span 107 459)))\n (:identifiers (:sid . :s5.121) (:did . :pmc2658808) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501512@unknown@formal@none@1@S@The significant positive correlation of Treg numbers with parasitaemia, as well as the correlation between FOXP3 mRNA and IFN-γ mRNA levels in acute samples, further supports the notion that the initial infection induces a proportional increase in Tregs, attempting to balance the effector T cell response, and is in line with the recently proposed concept that antigenic challenge will give rise to an antigen specific Treg response, proportional in size to the inflammatory response [58].@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "significant") (:form . 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(:end . 248) (:start . 247)\n (:id . 82)))@@@1@41@((:hcues ((:id . :x5.141.1) (:span 205 208)))\n (:hscopes ((:id . :x5.141.1) (:span 205 247)))\n (:identifiers (:sid . :s5.141) (:did . :pmc2658808) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501532@unknown@formal@none@1@S@Thus, our data strongly suggest that the percentage of IL-10-producing Th1 effector cells, rather than the cocktail of circulating cytokines, may be the most relevant biomarker of effective immunity to severe malaria.@(((:tag . "RB") (:stem . "thus") (:form . "Thus") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 5) (:start . 4) (:id . 43))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 9) (:start . 6)\n (:id . 44))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 14) (:start . 10)\n (:id . 45))\n ((:tag . "RB") (:stem . "strongly") (:form . 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(:end . 267) (:start . 266)\n (:id . 82)))@@@1@41@((:hcues ((:id . :x5.147.1) (:span 21 34)))\n (:hscopes ((:id . :x5.147.1) (:span 21 266)))\n (:identifiers (:sid . :s5.147) (:did . :pmc2658808) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501538@unknown@formal@none@1@S@Importantly however we have identified, for the first time in an acute human infection, a population of IL-10 producing Th1 effector cells which appear to be a major source of this key anti-inflammatory cytokine during acute malaria infection, and which are associated with development of uncomplicated as opposed to severe malaria.@(((:tag . "RB") (:stem . "importantly") (:form . "Importantly") (:end . 11)\n (:start . 0) (:id . 42))\n ((:tag . "RB") (:stem . "however") (:form . "however") (:end . 19)\n (:start . 12) (:id . 43))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 22) (:start . 20)\n (:id . 44))\n ((:tag . "VBP") (:stem . "have") (:form . 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(:end . 242) (:start . 241)\n (:id . 77)))@@@1@36@((:identifiers (:sid . :s5.176) (:did . :pmc2658808) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501567@unknown@formal@none@1@S@The FOXP3 staining buffer set (Ebioscience) was used following the manufacturer's protocol.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "foxp3") (:form . "FOXP3") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "staining") (:form . "staining") (:end . 18)\n (:start . 10) (:id . 44))\n ((:tag . "NN") (:stem . "buffer") (:form . "buffer") (:end . 25)\n (:start . 19) (:id . 45))\n ((:tag . "NN") (:stem . "set") (:form . "set") (:end . 29) (:start . 26)\n (:id . 46))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 31) (:start . 30)\n (:id . 47))\n ((:tag . "NNP") (:stem . "Ebioscience") (:form . "Ebioscience") (:end . 42)\n (:start . 31) (:id . 48))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 43) (:start . 42)\n (:id . 49))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 47) (:start . 44)\n (:id . 50))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 52) (:start . 48)\n (:id . 51))\n ((:tag . "VBG") (:stem . "follow") (:form . "following") (:end . 62)\n (:start . 53) (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 66) (:start . 63)\n (:id . 53))\n ((:tag . "NN") (:stem . "manufacturer") (:form . "manufacturer") (:end . 79)\n (:start . 67) (:id . 54))\n ((:tag . "POS") (:stem . "'s") (:form . "'s") (:end . 81) (:start . 79)\n (:id . 55))\n ((:tag . "NN") (:stem . "protocol") (:form . "protocol") (:end . 90)\n (:start . 82) (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 91) (:start . 90)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s5.177) (:did . :pmc2658808) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501568@unknown@formal@none@1@S@Samples were acquired on a 3 laser/9 channel CyAn™ ADP flowcytometer using Summit 4.3 software (Dako).@(((:tag . "NNS") (:stem . "sample") (:form . "Samples") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 12) (:start . 8)\n (:id . 43))\n ((:tag . "VBN") (:stem . "acquire") (:form . "acquired") (:end . 21)\n (:start . 13) (:id . 44))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 24) (:start . 22)\n (:id . 45))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 26) (:start . 25)\n (:id . 46))\n ((:tag . "CD") (:stem . "3") (:form . "3") (:end . 28) (:start . 27)\n (:id . 47))\n ((:tag . "NN") (:stem . "laser/9") (:form . "laser/9") (:end . 36)\n (:start . 29) (:id . 48))\n ((:tag . "NN") (:stem . 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")") (:end . 101) (:start . 100)\n (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 102) (:start . 101)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s5.178) (:did . :pmc2658808) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501569@unknown@formal@none@1@S@Analysis was performed using FlowJo (Tree Star Inc.).@(((:tag . "NNP") (:stem . "Analysis") (:form . "Analysis") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 12) (:start . 9)\n (:id . 43))\n ((:tag . "VBN") (:stem . "perform") (:form . "performed") (:end . 22)\n (:start . 13) (:id . 44))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 28) (:start . 23)\n (:id . 45))\n ((:tag . "NNP") (:stem . "FlowJo") (:form . "FlowJo") (:end . 35)\n (:start . 29) (:id . 46))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 37) (:start . 36)\n (:id . 47))\n ((:tag . "NNP") (:stem . "Tree") (:form . 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"cytokine") (:end . 37)\n (:start . 29) (:id . 46))\n ((:tag . "NN") (:stem . "concentration") (:form . "concentration")\n (:end . 51) (:start . 38) (:id . 47)))@@@1@6@((:identifiers (:sid . :s5.181) (:did . :pmc2658808) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5501572@unknown@formal@none@1@S@Plasma concentrations of IFN-γ, TNF-α and IL-10 were determined for each subject and time point on the Bio-Plex® 200 system, using X-Plex™ assays (both Bio-Rad Laboratories), according to the manufacturer's instructions.@(((:tag . "NN") (:stem . "plasma") (:form . "Plasma") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "concentration") (:form . "concentrations")\n (:end . 21) (:start . 7) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 24) (:start . 22)\n (:id . 44))\n ((:tag . "NNP") (:stem . "IFN-γ") (:form . "IFN-γ") (:end . 30) (:start . 25)\n (:id . 45))\n ((:tag . ",") (:stem . 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"Bio-Plex®") (:end . 38)\n (:start . 29) (:id . 47))\n ((:tag . "NNP") (:stem . "Manager") (:form . "Manager") (:end . 46)\n (:start . 39) (:id . 48))\n ((:tag . "NN") (:stem . "software") (:form . "software") (:end . 55)\n (:start . 47) (:id . 49))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 56) (:start . 55)\n (:id . 50)))@@@1@9@((:identifiers (:sid . :s5.183) (:did . :pmc2658808) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501574@unknown@formal@none@1@S@The detection limit was defined as the concentration corresponding to a fluorescence value above the mean background fluorescence in control wells plus 3 SD, being 8.76 pg/ml for IFN-γ, 5 pg/ml for TNF-α and 0.57 pg/ml for IL-10.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "detection") (:form . "detection") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "limit") (:form . 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"3") (:end . 153) (:start . 152)\n (:id . 64))\n ((:tag . "NNP") (:stem . "SD") (:form . "SD") (:end . 156) (:start . 154)\n (:id . 65))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 157) (:start . 156)\n (:id . 66))\n ((:tag . "VBG") (:stem . "be") (:form . "being") (:end . 163) (:start . 158)\n (:id . 67))\n ((:tag . "CD") (:stem . "8.76") (:form . "8.76") (:end . 168) (:start . 164)\n (:id . 68))\n ((:tag . "NN") (:stem . "pg/ml") (:form . "pg/ml") (:end . 174)\n (:start . 169) (:id . 69))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 178) (:start . 175)\n (:id . 70))\n ((:tag . "NN") (:stem . "ifn-γ") (:form . "IFN-γ") (:end . 184)\n (:start . 179) (:id . 71))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 185) (:start . 184)\n (:id . 72))\n ((:tag . "CD") (:stem . "5") (:form . "5") (:end . 187) (:start . 186)\n (:id . 73))\n ((:tag . "NN") (:stem . "pg/ml") (:form . "pg/ml") (:end . 193)\n (:start . 188) (:id . 74))\n ((:tag . "IN") (:stem . "for") (:form . 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"NNP") (:stem . "Cultured") (:form . "Cultured") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "ELISpot") (:form . "ELISpot") (:end . 16)\n (:start . 9) (:id . 43)))@@@1@2@((:identifiers (:sid . :s5.193) (:did . :pmc2658808) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5501584@unknown@formal@none@1@S@Cultured ELISPOTs were performed to assess malaria specific IFN-γ memory responses, adapting an established method [74].@(((:tag . "VBN") (:stem . "culture") (:form . "Cultured") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "ELISPOT") (:form . "ELISPOTs") (:end . 17)\n (:start . 9) (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 22) (:start . 18)\n (:id . 44))\n ((:tag . "VBN") (:stem . "perform") (:form . "performed") (:end . 32)\n (:start . 23) (:id . 45))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 35) (:start . 33)\n (:id . 46))\n ((:tag . "VB") (:stem . 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(:end . 93) (:start . 92)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s5.196) (:did . :pmc2658808) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501587@unknown@formal@none@1@S@On day 6 cells were harvested, washed three times, and 1.5×105 cells seeded into duplicate wells onto Millipore MAIP S45 plates and restimulated overnight with PfSE, uRBC (concentrations as above), GM or PHA-L (5 µg/ml).@(((:tag . "IN") (:stem . "on") (:form . "On") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "day") (:form . "day") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "CD") (:stem . "6") (:form . "6") (:end . 8) (:start . 7)\n (:id . 44))\n ((:tag . "NNS") (:stem . "cell") (:form . "cells") (:end . 14) (:start . 9)\n (:id . 45))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 19) (:start . 15)\n (:id . 46))\n ((:tag . "VBN") (:stem . "harvest") (:form . "harvested") (:end . 29)\n (:start . 20) (:id . 47))\n ((:tag . 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(:end . 72) (:start . 71)\n (:id . 53)))@@@1@12@((:identifiers (:sid . :s5.217) (:did . :pmc2658808) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501608@unknown@formal@none@1@S@Supporting Information@(((:tag . "VBG") (:stem . "support") (:form . "Supporting") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "Information") (:form . "Information") (:end . 22)\n (:start . 11) (:id . 43)))@@@1@2@((:identifiers (:sid . :s5.218) (:did . :pmc2658808) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5501609@unknown@formal@none@1@S@Figure S1 mRNA levels for IFN-γ, IL-10 and Th-1 as well as Th-2 lineage transcription factors in severe and mild disease. (1.99 MB TIF)@(((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "S1") (:form . "S1") (:end . 9) (:start . 7)\n (:id . 43))\n ((:tag . "NN") (:stem . 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(:end . 170) (:start . 169)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s6.3) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501613@unknown@formal@none@1@S@The Runt domain of AML1 in both proteins mediates DNA binding and heterodimerization with the core binding factor ß (CBFß) subunit.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "Runt") (:form . "Runt") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 15) (:start . 9)\n (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 18) (:start . 16)\n (:id . 45))\n ((:tag . "NN") (:stem . "aml1") (:form . "AML1") (:end . 23) (:start . 19)\n (:id . 46))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 26) (:start . 24)\n (:id . 47))\n ((:tag . "DT") (:stem . "both") (:form . "both") (:end . 31) (:start . 27)\n (:id . 48))\n ((:tag . 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"by") (:end . 155) (:start . 153)\n (:id . 64))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 159) (:start . 156)\n (:id . 65))\n ((:tag . "JJ") (:stem . "achaete-scute") (:form . "achaete-scute")\n (:end . 173) (:start . 160) (:id . 66))\n ((:tag . "NN") (:stem . "complex") (:form . "complex") (:end . 181)\n (:start . 174) (:id . 67))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 184) (:start . 182)\n (:id . 68))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 188) (:start . 185)\n (:id . 69))\n ((:tag . "JJ") (:stem . "sensory") (:form . "sensory") (:end . 196)\n (:start . 189) (:id . 70))\n ((:tag . "NN") (:stem . "organ") (:form . "organ") (:end . 202)\n (:start . 197) (:id . 71))\n ((:tag . "NN") (:stem . "precursor") (:form . "precursor") (:end . 212)\n (:start . 203) (:id . 72))\n ((:tag . "NN") (:stem . "cell.9") (:form . "cell.9") (:end . 219)\n (:start . 213) (:id . 73)))@@@1@32@((:identifiers (:sid . :s6.16) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501626@unknown@formal@none@1@S@Homozygous disruption of Runx1t1 in mice resulted in gastrointestinal defects, but no hematopoietic deficiencies.10@(((:tag . "JJ") (:stem . "homozygous") (:form . "Homozygous") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "disruption") (:form . "disruption") (:end . 21)\n (:start . 11) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 24) (:start . 22)\n (:id . 44))\n ((:tag . "NN") (:stem . "runx1t1") (:form . "Runx1t1") (:end . 32)\n (:start . 25) (:id . 45))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 35) (:start . 33)\n (:id . 46))\n ((:tag . "NNS") (:stem . "mouse") (:form . "mice") (:end . 40) (:start . 36)\n (:id . 47))\n ((:tag . "VBD") (:stem . "result") (:form . "resulted") (:end . 49)\n (:start . 41) (:id . 48))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 52) (:start . 50)\n (:id . 49))\n ((:tag . "JJ") (:stem . "gastrointestinal") (:form . "gastrointestinal")\n (:end . 69) (:start . 53) (:id . 50))\n ((:tag . "NNS") (:stem . "defect") (:form . "defects") (:end . 77)\n (:start . 70) (:id . 51))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 78) (:start . 77)\n (:id . 52))\n ((:tag . "CC") (:stem . "but") (:form . "but") (:end . 82) (:start . 79)\n (:id . 53))\n ((:tag . "DT") (:stem . "no") (:form . "no") (:end . 85) (:start . 83)\n (:id . 54))\n ((:tag . "JJ") (:stem . "hematopoietic") (:form . "hematopoietic")\n (:end . 99) (:start . 86) (:id . 55))\n ((:tag . "NN") (:stem . "deficiencies.10") (:form . "deficiencies.10")\n (:end . 115) (:start . 100) (:id . 56)))@@@1@15@((:identifiers (:sid . :s6.17) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501627@unknown@formal@none@1@S@AML1-ETO has 5 conserved domains, one from Runx1 (the Runt domain) and 4 from ETO.11,12@(((:tag . "NN") (:stem . "aml1-eto") (:form . "AML1-ETO") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 12) (:start . 9)\n (:id . 43))\n ((:tag . "CD") (:stem . "5") (:form . "5") (:end . 14) (:start . 13)\n (:id . 44))\n ((:tag . "VBN") (:stem . "conserve") (:form . "conserved") (:end . 24)\n (:start . 15) (:id . 45))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 32)\n (:start . 25) (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 33) (:start . 32)\n (:id . 47))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 37) (:start . 34)\n (:id . 48))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 42) (:start . 38)\n (:id . 49))\n ((:tag . "NNP") (:stem . "Runx1") (:form . "Runx1") (:end . 48) (:start . 43)\n (:id . 50))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 50) (:start . 49)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 53) (:start . 50)\n (:id . 52))\n ((:tag . "NNP") (:stem . "Runt") (:form . "Runt") (:end . 58) (:start . 54)\n (:id . 53))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 65)\n (:start . 59) (:id . 54))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 66) (:start . 65)\n (:id . 55))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 70) (:start . 67)\n (:id . 56))\n ((:tag . "CD") (:stem . "4") (:form . "4") (:end . 72) (:start . 71)\n (:id . 57))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 77) (:start . 73)\n (:id . 58))\n ((:tag . "NN") (:stem . "ETO.11,12") (:form . "ETO.11,12") (:end . 87)\n (:start . 78) (:id . 59)))@@@1@18@((:identifiers (:sid . :s6.18) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501628@unknown@formal@none@1@S@The eTAFH (or NHR1) domain interacts with the nuclear hormone receptor corepressor (N-CoR),13 and also with the activation domain of E proteins (E2A and HEB).14@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "etafh") (:form . "eTAFH") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 11) (:start . 10)\n (:id . 44))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 13) (:start . 11)\n (:id . 45))\n ((:tag . "NN") (:stem . "nhr1") (:form . "NHR1") (:end . 18) (:start . 14)\n (:id . 46))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 19) (:start . 18)\n (:id . 47))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 26)\n (:start . 20) (:id . 48))\n ((:tag . "VBZ") (:stem . "interact") (:form . "interacts") (:end . 36)\n (:start . 27) (:id . 49))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 41) (:start . 37)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 45) (:start . 42)\n (:id . 51))\n ((:tag . "JJ") (:stem . "nuclear") (:form . "nuclear") (:end . 53)\n (:start . 46) (:id . 52))\n ((:tag . "NN") (:stem . "hormone") (:form . "hormone") (:end . 61)\n (:start . 54) (:id . 53))\n ((:tag . "NN") (:stem . "receptor") (:form . "receptor") (:end . 70)\n (:start . 62) (:id . 54))\n ((:tag . "NN") (:stem . "corepressor") (:form . "corepressor") (:end . 82)\n (:start . 71) (:id . 55))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 84) (:start . 83)\n (:id . 56))\n ((:tag . "NNP") (:stem . "N-CoR),13") (:form . "N-CoR),13") (:end . 93)\n (:start . 84) (:id . 57))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 97) (:start . 94)\n (:id . 58))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 102) (:start . 98)\n (:id . 59))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 107) (:start . 103)\n (:id . 60))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 111) (:start . 108)\n (:id . 61))\n ((:tag . "NN") (:stem . "activation") (:form . "activation") (:end . 122)\n (:start . 112) (:id . 62))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 129)\n (:start . 123) (:id . 63))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 132) (:start . 130)\n (:id . 64))\n ((:tag . "NN") (:stem . "e") (:form . "E") (:end . 134) (:start . 133)\n (:id . 65))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 143)\n (:start . 135) (:id . 66))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 145) (:start . 144)\n (:id . 67))\n ((:tag . "NNP") (:stem . "E2A") (:form . "E2A") (:end . 148) (:start . 145)\n (:id . 68))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 152) (:start . 149)\n (:id . 69))\n ((:tag . "NN") (:stem . "HEB).14") (:form . "HEB).14") (:end . 160)\n (:start . 153) (:id . 70)))@@@1@29@((:identifiers (:sid . :s6.19) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501629@unknown@formal@none@1@S@The HHR (NHR2) domain forms an α-helical tetramer that mediates oligomerization of AML1-ETO with itself and other ETO proteins and interacts with the corepressor Sin3, Gfi1, and histone deacetylases 1 and 3.12,15–20@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "HHR") (:form . "HHR") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 9) (:start . 8) (:id . 44))\n ((:tag . "NNP") (:stem . "NHR2") (:form . "NHR2") (:end . 13) (:start . 9)\n (:id . 45))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 14) (:start . 13)\n (:id . 46))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 21)\n (:start . 15) (:id . 47))\n ((:tag . "VBZ") (:stem . "form") (:form . "forms") (:end . 27) (:start . 22)\n (:id . 48))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 30) (:start . 28)\n (:id . 49))\n ((:tag . "JJ") (:stem . "α-helical") (:form . "α-helical") (:end . 40)\n (:start . 31) (:id . 50))\n ((:tag . "NN") (:stem . "tetramer") (:form . "tetramer") (:end . 49)\n (:start . 41) (:id . 51))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 54) (:start . 50)\n (:id . 52))\n ((:tag . "VBZ") (:stem . "mediate") (:form . "mediates") (:end . 63)\n (:start . 55) (:id . 53))\n ((:tag . "NN") (:stem . "oligomerization") (:form . "oligomerization")\n (:end . 79) (:start . 64) (:id . 54))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 82) (:start . 80)\n (:id . 55))\n ((:tag . "NNP") (:stem . "AML1-ETO") (:form . "AML1-ETO") (:end . 91)\n (:start . 83) (:id . 56))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 96) (:start . 92)\n (:id . 57))\n ((:tag . "PRP") (:stem . "itself") (:form . "itself") (:end . 103)\n (:start . 97) (:id . 58))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 107) (:start . 104)\n (:id . 59))\n ((:tag . "JJ") (:stem . "other") (:form . "other") (:end . 113)\n (:start . 108) (:id . 60))\n ((:tag . "NN") (:stem . "eto") (:form . "ETO") (:end . 117) (:start . 114)\n (:id . 61))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 126)\n (:start . 118) (:id . 62))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 130) (:start . 127)\n (:id . 63))\n ((:tag . "VBZ") (:stem . "interact") (:form . "interacts") (:end . 140)\n (:start . 131) (:id . 64))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 145) (:start . 141)\n (:id . 65))\n ((:tag . "DT") (:stem . "the") (:form . 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"and") (:end . 204) (:start . 201)\n (:id . 76))\n ((:tag . "CD") (:stem . "3.12,15–20") (:form . "3.12,15–20") (:end . 215)\n (:start . 205) (:id . 77)))@@@1@36@((:identifiers (:sid . :s6.20) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501630@unknown@formal@none@1@S@Nervy (NHR3) is an α-helical domain that interacts with the regulatory subunit of type II cyclic AMP-dependent protein kinase. 21,22@(((:tag . "NN") (:stem . "nervy") (:form . "Nervy") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 7) (:start . 6) (:id . 43))\n ((:tag . "NN") (:stem . "nhr3") (:form . "NHR3") (:end . 11) (:start . 7)\n (:id . 44))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 12) (:start . 11)\n (:id . 45))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 15) (:start . 13)\n (:id . 46))\n ((:tag . "DT") (:stem . "an") (:form . 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"type") (:end . 86) (:start . 82)\n (:id . 57))\n ((:tag . "CD") (:stem . "ii") (:form . "II") (:end . 89) (:start . 87)\n (:id . 58))\n ((:tag . "JJ") (:stem . "cyclic") (:form . "cyclic") (:end . 96)\n (:start . 90) (:id . 59))\n ((:tag . "JJ") (:stem . "amp-dependent") (:form . "AMP-dependent")\n (:end . 110) (:start . 97) (:id . 60))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 118)\n (:start . 111) (:id . 61))\n ((:tag . "NN") (:stem . "kinase.") (:form . "kinase.") (:end . 126)\n (:start . 119) (:id . 62))\n ((:tag . "CD") (:stem . "21,22") (:form . "21,22") (:end . 132)\n (:start . 127) (:id . 63)))@@@1@22@((:identifiers (:sid . :s6.21) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501631@unknown@formal@none@1@S@Myeloid-Nervy-DEAF-1 (MYND or NHR4) is a zinc-chelating domain structurally homologous to the PHD and RING finger domains and mediates interactions with N-CoR, the silencing mediator of retinoid and thyroid hormone receptor (SMRT), and the DNA binding protein SON. 16,23–26@(((:tag . "NNP") (:stem . "Myeloid-Nervy-DEAF-1")\n (:form . "Myeloid-Nervy-DEAF-1") (:end . 20) (:start . 0) (:id . 42))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 22) (:start . 21)\n (:id . 43))\n ((:tag . "NNP") (:stem . "MYND") (:form . "MYND") (:end . 26) (:start . 22)\n (:id . 44))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 29) (:start . 27)\n (:id . 45))\n ((:tag . "NNP") (:stem . "NHR4") (:form . "NHR4") (:end . 34) (:start . 30)\n (:id . 46))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 35) (:start . 34)\n (:id . 47))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 38) (:start . 36)\n (:id . 48))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 40) (:start . 39)\n (:id . 49))\n ((:tag . "JJ") (:stem . "zinc-chelating") (:form . "zinc-chelating")\n (:end . 55) (:start . 41) (:id . 50))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 62)\n (:start . 56) (:id . 51))\n ((:tag . "RB") (:stem . "structurally") (:form . "structurally") (:end . 75)\n (:start . 63) (:id . 52))\n ((:tag . "JJ") (:stem . "homologous") (:form . "homologous") (:end . 86)\n (:start . 76) (:id . 53))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 89) (:start . 87)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 93) (:start . 90)\n (:id . 55))\n ((:tag . "NNP") (:stem . "PHD") (:form . "PHD") (:end . 97) (:start . 94)\n (:id . 56))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 101) (:start . 98)\n (:id . 57))\n ((:tag . "NNP") (:stem . "RING") (:form . "RING") (:end . 106) (:start . 102)\n (:id . 58))\n ((:tag . "NN") (:stem . "finger") (:form . "finger") (:end . 113)\n (:start . 107) (:id . 59))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 121)\n (:start . 114) (:id . 60))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 125) (:start . 122)\n (:id . 61))\n ((:tag . "VBZ") (:stem . "mediate") (:form . "mediates") (:end . 134)\n (:start . 126) (:id . 62))\n ((:tag . "NNS") (:stem . "interaction") (:form . "interactions") (:end . 147)\n (:start . 135) (:id . 63))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 152) (:start . 148)\n (:id . 64))\n ((:tag . "NNP") (:stem . "N-CoR") (:form . "N-CoR") (:end . 158)\n (:start . 153) (:id . 65))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 159) (:start . 158)\n (:id . 66))\n ((:tag . "DT") (:stem . "the") (:form . 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"of") (:end . 228) (:start . 226)\n (:id . 77))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 233) (:start . 229)\n (:id . 78))\n ((:tag . "NN") (:stem . "function.61") (:form . "function.61") (:end . 245)\n (:start . 234) (:id . 79)))@@@1@38@((:identifiers (:sid . :s6.40) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501650@unknown@formal@none@1@S@These mechanistic uncertainties underscore the importance of characterizing the specific contributions of each domain in AML1-ETO and TEL-AML1 to their in vivo activities.@(((:tag . "DT") (:stem . "these") (:form . "These") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "mechanistic") (:form . "mechanistic") (:end . 17)\n (:start . 6) (:id . 43))\n ((:tag . "NNS") (:stem . "uncertainty") (:form . "uncertainties") (:end . 31)\n (:start . 18) (:id . 44))\n ((:tag . "VBP") (:stem . "underscore") (:form . "underscore") (:end . 42)\n (:start . 32) (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 46) (:start . 43)\n (:id . 46))\n ((:tag . "NN") (:stem . "importance") (:form . "importance") (:end . 57)\n (:start . 47) (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 60) (:start . 58)\n (:id . 48))\n ((:tag . "VBG") (:stem . "characterize") (:form . "characterizing")\n (:end . 75) (:start . 61) (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 79) (:start . 76)\n (:id . 50))\n ((:tag . "JJ") (:stem . "specific") (:form . "specific") (:end . 88)\n (:start . 80) (:id . 51))\n ((:tag . "NNS") (:stem . "contribution") (:form . "contributions")\n (:end . 102) (:start . 89) (:id . 52))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 105) (:start . 103)\n (:id . 53))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 110) (:start . 106)\n (:id . 54))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 117)\n (:start . 111) (:id . 55))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 120) (:start . 118)\n (:id . 56))\n ((:tag . "NNP") (:stem . "AML1-ETO") (:form . "AML1-ETO") (:end . 129)\n (:start . 121) (:id . 57))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 133) (:start . 130)\n (:id . 58))\n ((:tag . "NNP") (:stem . "TEL-AML1") (:form . "TEL-AML1") (:end . 142)\n (:start . 134) (:id . 59))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 145) (:start . 143)\n (:id . 60))\n ((:tag . "PRP$") (:stem . "their") (:form . "their") (:end . 151)\n (:start . 146) (:id . 61))\n ((:tag . "FW") (:stem . "in") (:form . "in") (:end . 154) (:start . 152)\n (:id . 62))\n ((:tag . "FW") (:stem . "vivo") (:form . "vivo") (:end . 159) (:start . 155)\n (:id . 63))\n ((:tag . "NNS") (:stem . "activity") (:form . "activities") (:end . 170)\n (:start . 160) (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 171) (:start . 170)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s6.41) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501651@unknown@formal@none@1@S@Herein we analyzed the importance of CBFß binding by the Runt domain for both AML1-ETO and TEL-AML1 function.@(((:tag . "RB") (:stem . "herein") (:form . "Herein") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 9) (:start . 7)\n (:id . 43))\n ((:tag . "VBD") (:stem . "analyze") (:form . "analyzed") (:end . 18)\n (:start . 10) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 22) (:start . 19)\n (:id . 45))\n ((:tag . "NN") (:stem . "importance") (:form . "importance") (:end . 33)\n (:start . 23) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 36) (:start . 34)\n (:id . 47))\n ((:tag . "NN") (:stem . "cbfß") (:form . "CBFß") (:end . 41) (:start . 37)\n (:id . 48))\n ((:tag . "NN") (:stem . "binding") (:form . "binding") (:end . 49)\n (:start . 42) (:id . 49))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 52) (:start . 50)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 56) (:start . 53)\n (:id . 51))\n ((:tag . "NN") (:stem . "runt") (:form . "Runt") (:end . 61) (:start . 57)\n (:id . 52))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 68)\n (:start . 62) (:id . 53))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 72) (:start . 69)\n (:id . 54))\n ((:tag . "CC") (:stem . "both") (:form . "both") (:end . 77) (:start . 73)\n (:id . 55))\n ((:tag . "NNP") (:stem . "AML1-ETO") (:form . "AML1-ETO") (:end . 86)\n (:start . 78) (:id . 56))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 90) (:start . 87)\n (:id . 57))\n ((:tag . "NN") (:stem . "tel-aml1") (:form . "TEL-AML1") (:end . 99)\n (:start . 91) (:id . 58))\n ((:tag . "NN") (:stem . "function") (:form . "function") (:end . 108)\n (:start . 100) (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 109) (:start . 108)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s6.42) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501652@unknown@formal@none@1@S@The residues involved in DNA binding and heterodimerization are on distinct surfaces of the Runt domain, and extensive mutational analysis has been performed on both interfaces.30,34,36,62–65@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "residue") (:form . "residues") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "VBN") (:stem . "involve") (:form . "involved") (:end . 21)\n (:start . 13) (:id . 44))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 24) (:start . 22)\n (:id . 45))\n ((:tag . "NNP") (:stem . "DNA") (:form . "DNA") (:end . 28) (:start . 25)\n (:id . 46))\n ((:tag . "NN") (:stem . "binding") (:form . "binding") (:end . 36)\n (:start . 29) (:id . 47))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 40) (:start . 37)\n (:id . 48))\n ((:tag . "NN") (:stem . "heterodimerization") (:form . "heterodimerization")\n (:end . 59) (:start . 41) (:id . 49))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 63) (:start . 60)\n (:id . 50))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 66) (:start . 64)\n (:id . 51))\n ((:tag . "JJ") (:stem . "distinct") (:form . "distinct") (:end . 75)\n (:start . 67) (:id . 52))\n ((:tag . "NNS") (:stem . "surface") (:form . "surfaces") (:end . 84)\n (:start . 76) (:id . 53))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 87) (:start . 85)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 91) (:start . 88)\n (:id . 55))\n ((:tag . "NNP") (:stem . "Runt") (:form . "Runt") (:end . 96) (:start . 92)\n (:id . 56))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 103)\n (:start . 97) (:id . 57))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 104) (:start . 103)\n (:id . 58))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 108) (:start . 105)\n (:id . 59))\n ((:tag . "JJ") (:stem . "extensive") (:form . "extensive") (:end . 118)\n (:start . 109) (:id . 60))\n ((:tag . "JJ") (:stem . "mutational") (:form . "mutational") (:end . 129)\n (:start . 119) (:id . 61))\n ((:tag . "NN") (:stem . "analysis") (:form . "analysis") (:end . 138)\n (:start . 130) (:id . 62))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 142) (:start . 139)\n (:id . 63))\n ((:tag . "VBN") (:stem . "be") (:form . "been") (:end . 147) (:start . 143)\n (:id . 64))\n ((:tag . "VBN") (:stem . "perform") (:form . "performed") (:end . 157)\n (:start . 148) (:id . 65))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 160) (:start . 158)\n (:id . 66))\n ((:tag . "DT") (:stem . "both") (:form . "both") (:end . 165) (:start . 161)\n (:id . 67))\n ((:tag . "CD") (:stem . "interfaces.30,34,36,62–65")\n (:form . "interfaces.30,34,36,62–65") (:end . 191) (:start . 166)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s6.43) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501653@unknown@formal@none@1@S@Importantly, the majority of mutations in the Runt domain destabilize its structure, and negatively impact both DNA and CBFß binding.30,63,65@(((:tag . "RB") (:stem . "importantly") (:form . "Importantly") (:end . 11)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 16) (:start . 13)\n (:id . 44))\n ((:tag . "NN") (:stem . "majority") (:form . "majority") (:end . 25)\n (:start . 17) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 28) (:start . 26)\n (:id . 46))\n ((:tag . "NNS") (:stem . "mutation") (:form . "mutations") (:end . 38)\n (:start . 29) (:id . 47))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 41) (:start . 39)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 45) (:start . 42)\n (:id . 49))\n ((:tag . "NNP") (:stem . "Runt") (:form . "Runt") (:end . 50) (:start . 46)\n (:id . 50))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 57)\n (:start . 51) (:id . 51))\n ((:tag . "VBP") (:stem . "destabilize") (:form . "destabilize") (:end . 69)\n (:start . 58) (:id . 52))\n ((:tag . "PRP$") (:stem . "its") (:form . "its") (:end . 73) (:start . 70)\n (:id . 53))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 83)\n (:start . 74) (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 84) (:start . 83)\n (:id . 55))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 88) (:start . 85)\n (:id . 56))\n ((:tag . "RB") (:stem . "negatively") (:form . "negatively") (:end . 99)\n (:start . 89) (:id . 57))\n ((:tag . "NN") (:stem . "impact") (:form . "impact") (:end . 106)\n (:start . 100) (:id . 58))\n ((:tag . "CC") (:stem . "both") (:form . "both") (:end . 111) (:start . 107)\n (:id . 59))\n ((:tag . "NN") (:stem . "dna") (:form . "DNA") (:end . 115) (:start . 112)\n (:id . 60))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 119) (:start . 116)\n (:id . 61))\n ((:tag . "NN") (:stem . "cbfß") (:form . "CBFß") (:end . 124) (:start . 120)\n (:id . 62))\n ((:tag . "CD") (:stem . "binding.30,63,65") (:form . "binding.30,63,65")\n (:end . 141) (:start . 125) (:id . 63)))@@@1@22@((:identifiers (:sid . :s6.44) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501654@unknown@formal@none@1@S@We used the available biophysical information to introduce and carefully characterize amino acid substitutions that selectively target CBFß binding.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "use") (:form . "used") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 11) (:start . 8)\n (:id . 44))\n ((:tag . "JJ") (:stem . "available") (:form . "available") (:end . 21)\n (:start . 12) (:id . 45))\n ((:tag . "JJ") (:stem . "biophysical") (:form . "biophysical") (:end . 33)\n (:start . 22) (:id . 46))\n ((:tag . "NN") (:stem . "information") (:form . "information") (:end . 45)\n (:start . 34) (:id . 47))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 48) (:start . 46)\n (:id . 48))\n ((:tag . "VB") (:stem . "introduce") (:form . "introduce") (:end . 58)\n (:start . 49) (:id . 49))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 62) (:start . 59)\n (:id . 50))\n ((:tag . "RB") (:stem . "carefully") (:form . "carefully") (:end . 72)\n (:start . 63) (:id . 51))\n ((:tag . "VBP") (:stem . "characterize") (:form . "characterize") (:end . 85)\n (:start . 73) (:id . 52))\n ((:tag . "JJ") (:stem . "amino") (:form . "amino") (:end . 91) (:start . 86)\n (:id . 53))\n ((:tag . "NN") (:stem . "acid") (:form . "acid") (:end . 96) (:start . 92)\n (:id . 54))\n ((:tag . "NNS") (:stem . "substitution") (:form . "substitutions")\n (:end . 110) (:start . 97) (:id . 55))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 115) (:start . 111)\n (:id . 56))\n ((:tag . "RB") (:stem . "selectively") (:form . "selectively") (:end . 127)\n (:start . 116) (:id . 57))\n ((:tag . "VBP") (:stem . "target") (:form . "target") (:end . 134)\n (:start . 128) (:id . 58))\n ((:tag . "NN") (:stem . "cbfß") (:form . "CBFß") (:end . 139) (:start . 135)\n (:id . 59))\n ((:tag . "NN") (:stem . "binding") (:form . "binding") (:end . 147)\n (:start . 140) (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 148) (:start . 147)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s6.45) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501655@unknown@formal@none@1@S@We incorporated these mutations into AML1-ETO and TEL-AML1 and obtained evidence that CBFß binding is critical for their respective activities.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "incorporate") (:form . "incorporated") (:end . 15)\n (:start . 3) (:id . 43))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 21) (:start . 16)\n (:id . 44))\n ((:tag . "NNS") (:stem . "mutation") (:form . "mutations") (:end . 31)\n (:start . 22) (:id . 45))\n ((:tag . "IN") (:stem . "into") (:form . "into") (:end . 36) (:start . 32)\n (:id . 46))\n ((:tag . "NNP") (:stem . "AML1-ETO") (:form . "AML1-ETO") (:end . 45)\n (:start . 37) (:id . 47))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 49) (:start . 46)\n (:id . 48))\n ((:tag . "NNP") (:stem . "TEL-AML1") (:form . "TEL-AML1") (:end . 58)\n (:start . 50) (:id . 49))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 62) (:start . 59)\n (:id . 50))\n ((:tag . "VBN") (:stem . "obtain") (:form . "obtained") (:end . 71)\n (:start . 63) (:id . 51))\n ((:tag . "NN") (:stem . "evidence") (:form . "evidence") (:end . 80)\n (:start . 72) (:id . 52))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 85) (:start . 81)\n (:id . 53))\n ((:tag . "NN") (:stem . "cbfß") (:form . "CBFß") (:end . 90) (:start . 86)\n (:id . 54))\n ((:tag . "NN") (:stem . "binding") (:form . "binding") (:end . 98)\n (:start . 91) (:id . 55))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 101) (:start . 99)\n (:id . 56))\n ((:tag . "JJ") (:stem . "critical") (:form . "critical") (:end . 110)\n (:start . 102) (:id . 57))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 114) (:start . 111)\n (:id . 58))\n ((:tag . "PRP$") (:stem . "their") (:form . "their") (:end . 120)\n (:start . 115) (:id . 59))\n ((:tag . "JJ") (:stem . "respective") (:form . "respective") (:end . 131)\n (:start . 121) (:id . 60))\n ((:tag . "NNS") (:stem . "activity") (:form . "activities") (:end . 142)\n (:start . 132) (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 143) (:start . 142)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s6.46) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501656@unknown@formal@none@1@S@Methods@(((:tag . "NNS") (:stem . "method") (:form . "Methods") (:end . 7)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s6.47) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5501657@unknown@formal@none@1@S@Cloning, expression, and protein purification@(((:tag . "NNP") (:stem . "Cloning") (:form . "Cloning") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 19)\n (:start . 9) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 20) (:start . 19)\n (:id . 45))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 24) (:start . 21)\n (:id . 46))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 32)\n (:start . 25) (:id . 47))\n ((:tag . "NN") (:stem . "purification") (:form . "purification") (:end . 45)\n (:start . 33) (:id . 48)))@@@1@7@((:identifiers (:sid . :s6.48) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5501658@unknown@formal@none@1@S@A retroviral vector expressing TEL-PDGFßR plus human CD4 (hCD4) was made by cloning a blunted EcoRI fragment from the TEL-PDGFßR cDNA into the HpaI site of the MSV2.2-IRES-hCD4 vector.@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "retroviral") (:form . "retroviral") (:end . 12)\n (:start . 2) (:id . 43))\n ((:tag . "NN") (:stem . "vector") (:form . "vector") (:end . 19)\n (:start . 13) (:id . 44))\n ((:tag . "VBG") (:stem . "express") (:form . "expressing") (:end . 30)\n (:start . 20) (:id . 45))\n ((:tag . "NN") (:stem . "tel-pdgfßr") (:form . "TEL-PDGFßR") (:end . 41)\n (:start . 31) (:id . 46))\n ((:tag . "CC") (:stem . "plus") (:form . 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"HSQC") (:end . 195) (:start . 191)\n (:id . 79))\n ((:tag . "NN") (:stem . "spectra.65") (:form . "spectra.65") (:end . 206)\n (:start . 196) (:id . 80)))@@@1@39@((:identifiers (:sid . :s6.84) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501694@unknown@formal@none@1@S@We showed that the Y113A/T161A dual mutations did not further decrease the Runt domain's thermodynamic stability compared with the T161A mutation alone (Figure 1B).@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "show") (:form . "showed") (:end . 9) (:start . 3)\n (:id . 43))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 14) (:start . 10)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 18) (:start . 15)\n (:id . 45))\n ((:tag . "NNP") (:stem . "Y113A/T161A") (:form . "Y113A/T161A") (:end . 30)\n (:start . 19) (:id . 46))\n ((:tag . "JJ") (:stem . 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"1B") (:end . 162) (:start . 160)\n (:id . 67))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 163) (:start . 162)\n (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 164) (:start . 163)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s6.85) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501695@unknown@formal@none@1@S@The dissociation constant (K2; Figure 1C) of the Y113A/T161A mutant Runt domain for DNA was unaltered (Figure 1D).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "dissociation") (:form . "dissociation") (:end . 16)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "constant") (:form . "constant") (:end . 25)\n (:start . 17) (:id . 44))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 27) (:start . 26)\n (:id . 45))\n ((:tag . "NNP") (:stem . "K2") (:form . "K2") (:end . 29) (:start . 27)\n (:id . 46))\n ((:tag . 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"for") (:end . 83) (:start . 80)\n (:id . 57))\n ((:tag . "NNP") (:stem . "DNA") (:form . "DNA") (:end . 87) (:start . 84)\n (:id . 58))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 91) (:start . 88)\n (:id . 59))\n ((:tag . "JJ") (:stem . "unaltered") (:form . "unaltered") (:end . 101)\n (:start . 92) (:id . 60))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 103) (:start . 102)\n (:id . 61))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 109)\n (:start . 103) (:id . 62))\n ((:tag . "NN") (:stem . "1d") (:form . "1D") (:end . 112) (:start . 110)\n (:id . 63))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 113) (:start . 112)\n (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 114) (:start . 113)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s6.86) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501696@unknown@formal@none@1@S@Since DNA binding is highly sensitive to mutations in the Runt domain that perturb its structure,30,63 we reasoned that the Y113A/T161A mutant Runt domain's fold is intact despite its modestly decreased thermodynamic stability.@(((:tag . "IN") (:stem . "since") (:form . "Since") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "DNA") (:form . "DNA") (:end . 9) (:start . 6)\n (:id . 43))\n ((:tag . "NN") (:stem . "binding") (:form . "binding") (:end . 17)\n (:start . 10) (:id . 44))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 20) (:start . 18)\n (:id . 45))\n ((:tag . "RB") (:stem . "highly") (:form . "highly") (:end . 27)\n (:start . 21) (:id . 46))\n ((:tag . "JJ") (:stem . "sensitive") (:form . 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"fold") (:end . 161) (:start . 157)\n (:id . 67))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 164) (:start . 162)\n (:id . 68))\n ((:tag . "JJ") (:stem . "intact") (:form . "intact") (:end . 171)\n (:start . 165) (:id . 69))\n ((:tag . "IN") (:stem . "despite") (:form . "despite") (:end . 179)\n (:start . 172) (:id . 70))\n ((:tag . "PRP$") (:stem . "its") (:form . "its") (:end . 183) (:start . 180)\n (:id . 71))\n ((:tag . "RB") (:stem . "modestly") (:form . "modestly") (:end . 192)\n (:start . 184) (:id . 72))\n ((:tag . "VBD") (:stem . "decrease") (:form . "decreased") (:end . 202)\n (:start . 193) (:id . 73))\n ((:tag . "JJ") (:stem . "thermodynamic") (:form . "thermodynamic")\n (:end . 216) (:start . 203) (:id . 74))\n ((:tag . "NN") (:stem . "stability") (:form . "stability") (:end . 226)\n (:start . 217) (:id . 75))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 227) (:start . 226)\n (:id . 76)))@@@1@35@((:identifiers (:sid . :s6.87) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501697@unknown@formal@none@1@S@Amino acid substitutions in the Runx1 Runt domain that specifically disrupt DNA and CBFß binding.@(((:tag . "NN") (:stem . "amino") (:form . "Amino") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "acid") (:form . "acid") (:end . 10) (:start . 6)\n (:id . 43))\n ((:tag . "NNS") (:stem . "substitution") (:form . "substitutions")\n (:end . 24) (:start . 11) (:id . 44))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 27) (:start . 25)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 31) (:start . 28)\n (:id . 46))\n ((:tag . "NN") (:stem . "runx1") (:form . "Runx1") (:end . 37) (:start . 32)\n (:id . 47))\n ((:tag . "NNP") (:stem . "Runt") (:form . "Runt") (:end . 42) (:start . 38)\n (:id . 48))\n ((:tag . 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(:end . 97) (:start . 96)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s6.88) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5501698@unknown@formal@none@1@S@(A) Structures of the Runt domain and CBFß are shown in gray and blue, respectively, and the DNA is purple.36@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "a") (:form . "A") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "NNP") (:stem . "Structure") (:form . "Structures") (:end . 14)\n (:start . 4) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 17) (:start . 15)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 21) (:start . 18)\n (:id . 47))\n ((:tag . "NNP") (:stem . "Runt") (:form . "Runt") (:end . 26) (:start . 22)\n (:id . 48))\n ((:tag . "NN") (:stem . 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",") (:stem . ",") (:form . ",") (:end . 84) (:start . 83)\n (:id . 60))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 88) (:start . 85)\n (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 92) (:start . 89)\n (:id . 62))\n ((:tag . "NN") (:stem . "dna") (:form . "DNA") (:end . 96) (:start . 93)\n (:id . 63))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 99) (:start . 97)\n (:id . 64))\n ((:tag . "NN") (:stem . "purple.36") (:form . "purple.36") (:end . 109)\n (:start . 100) (:id . 65)))@@@1@24@((:identifiers (:sid . :s6.89) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5501699@unknown@formal@none@1@S@The R174 side chain in the Runt domain is green, and the T161 and Y113 side chains are orange.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "r174") (:form . 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(:end . 145) (:start . 144)\n (:id . 74)))@@@1@33@((:hcues ((:id . :x6.100.1) (:span 85 87)))\n (:hscopes ((:id . :x6.100.1) (:span 73 105)))\n (:identifiers (:sid . :s6.100) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5501710@unknown@formal@none@1@S@In each panel, the top portion is the raw data, and the bottom panel is a plot of the binding corrected for dilution enthalpy.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "panel") (:form . "panel") (:end . 13) (:start . 8)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 14) (:start . 13)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 18) (:start . 15)\n (:id . 46))\n ((:tag . "JJ") (:stem . "top") (:form . "top") (:end . 22) (:start . 19)\n (:id . 47))\n ((:tag . 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(:end . 126) (:start . 125)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s6.101) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5501711@unknown@formal@none@1@S@Experimental data (squares) are fit to a one-site binding model (line).@(((:tag . "JJ") (:stem . "experimental") (:form . "Experimental") (:end . 12)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 17) (:start . 13)\n (:id . 43))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 19) (:start . 18)\n (:id . 44))\n ((:tag . "NNS") (:stem . "square") (:form . "squares") (:end . 26)\n (:start . 19) (:id . 45))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 27) (:start . 26)\n (:id . 46))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 31) (:start . 28)\n (:id . 47))\n ((:tag . "JJ") (:stem . "fit") (:form . "fit") (:end . 35) (:start . 32)\n (:id . 48))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 38) (:start . 36)\n (:id . 49))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 40) (:start . 39)\n (:id . 50))\n ((:tag . "JJ") (:stem . "one-site") (:form . "one-site") (:end . 49)\n (:start . 41) (:id . 51))\n ((:tag . "NN") (:stem . "binding") (:form . "binding") (:end . 57)\n (:start . 50) (:id . 52))\n ((:tag . "NN") (:stem . "model") (:form . "model") (:end . 63) (:start . 58)\n (:id . 53))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 65) (:start . 64)\n (:id . 54))\n ((:tag . "NN") (:stem . "line") (:form . "line") (:end . 69) (:start . 65)\n (:id . 55))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 70) (:start . 69)\n (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 71) (:start . 70)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s6.102) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5501712@unknown@formal@none@1@S@The equilibrium dissociation constants (K1) are indicated in the plots.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "equilibrium") (:form . "equilibrium") (:end . 15)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "dissociation") (:form . "dissociation") (:end . 28)\n (:start . 16) (:id . 44))\n ((:tag . "NNS") (:stem . "constant") (:form . "constants") (:end . 38)\n (:start . 29) (:id . 45))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 40) (:start . 39)\n (:id . 46))\n ((:tag . "NNP") (:stem . "K1") (:form . "K1") (:end . 42) (:start . 40)\n (:id . 47))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 43) (:start . 42)\n (:id . 48))\n ((:tag . "VBP") (:stem . 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(:end . 131) (:start . 130)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s6.105) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501715@unknown@formal@none@1@S@The dissociation constant (K1 in Figure 1C) for the T161A mutant Runt domain was increased by 63-fold, and for the Y113A/T161A mutant by 430-fold (Figure 1E).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "dissociation") (:form . "dissociation") (:end . 16)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "constant") (:form . "constant") (:end . 25)\n (:start . 17) (:id . 44))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 27) (:start . 26)\n (:id . 45))\n ((:tag . "NN") (:stem . "k1") (:form . "K1") (:end . 29) (:start . 27)\n (:id . 46))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 32) (:start . 30)\n (:id . 47))\n ((:tag . "NNP") (:stem . "Figure") (:form . 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"(") (:end . 147) (:start . 146)\n (:id . 69))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 153)\n (:start . 147) (:id . 70))\n ((:tag . "NN") (:stem . "1e") (:form . "1E") (:end . 156) (:start . 154)\n (:id . 71))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 157) (:start . 156)\n (:id . 72))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 158) (:start . 157)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s6.106) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501716@unknown@formal@none@1@S@Whereas binding of the wild-type Runt domain to CBFß is exothermic (release of heat upon binding), that of the mutant Runt domains is endothermic (absorption of heat upon binding).@(((:tag . "IN") (:stem . "whereas") (:form . "Whereas") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "binding") (:form . "binding") (:end . 15)\n (:start . 8) (:id . 43))\n ((:tag . "IN") (:stem . 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(:end . 180) (:start . 179)\n (:id . 76)))@@@1@35@((:identifiers (:sid . :s6.107) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501717@unknown@formal@none@1@S@For this reason, the raw heat data in Figure 1E switches from being negative for the wild-type to positive for the T161A and Y113A/T161A mutant Runt domains.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "reason") (:form . "reason") (:end . 15) (:start . 9)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 16) (:start . 15)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 20) (:start . 17)\n (:id . 46))\n ((:tag . "JJ") (:stem . "raw") (:form . "raw") (:end . 24) (:start . 21)\n (:id . 47))\n ((:tag . "NN") (:stem . "heat") (:form . 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".") (:end . 216) (:start . 215)\n (:id . 86)))@@@1@45@((:identifiers (:sid . :s6.111) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501721@unknown@formal@none@1@S@The retroviruses also expressed the enhanced green fluorescent protein (EGFP) from an internal ribosomal entry site.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "retrovirus") (:form . "retroviruses") (:end . 16)\n (:start . 4) (:id . 43))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 21) (:start . 17)\n (:id . 44))\n ((:tag . "VBD") (:stem . "express") (:form . "expressed") (:end . 31)\n (:start . 22) (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 35) (:start . 32)\n (:id . 46))\n ((:tag . "VBN") (:stem . "enhance") (:form . "enhanced") (:end . 44)\n (:start . 36) (:id . 47))\n ((:tag . "JJ") (:stem . "green") (:form . 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(:end . 129) (:start . 128)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s6.165) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5501775@unknown@formal@none@1@S@The relatively high EGFP fluorescence in the AML1-ETO (Y113A/T161A) plus TEL-PDGFßR BM cells was observed in 19 of 24 mice.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "RB") (:stem . "relatively") (:form . "relatively") (:end . 14)\n (:start . 4) (:id . 43))\n ((:tag . "JJ") (:stem . "high") (:form . "high") (:end . 19) (:start . 15)\n (:id . 44))\n ((:tag . "NNP") (:stem . "EGFP") (:form . "EGFP") (:end . 24) (:start . 20)\n (:id . 45))\n ((:tag . "NN") (:stem . "fluorescence") (:form . "fluorescence") (:end . 37)\n (:start . 25) (:id . 46))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 40) (:start . 38)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . 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(:end . 181) (:start . 180)\n (:id . 77)))@@@1@36@((:identifiers (:sid . :s6.172) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501782@unknown@formal@none@1@S@Diseased AML1-ETO plus TEL-PDGFßR transplanted mice presented with anemia, splenomegaly, and pale livers (not shown).@(((:tag . "VBN") (:stem . "disease") (:form . "Diseased") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "aml1-eto") (:form . "AML1-ETO") (:end . 17)\n (:start . 9) (:id . 43))\n ((:tag . "CC") (:stem . "plus") (:form . "plus") (:end . 22) (:start . 18)\n (:id . 44))\n ((:tag . "NNP") (:stem . "TEL-PDGFßR") (:form . "TEL-PDGFßR") (:end . 33)\n (:start . 23) (:id . 45))\n ((:tag . "VBN") (:stem . "transplant") (:form . "transplanted") (:end . 46)\n (:start . 34) (:id . 46))\n ((:tag . "NNS") (:stem . "mouse") (:form . "mice") (:end . 51) (:start . 47)\n (:id . 47))\n ((:tag . "VBD") (:stem . "present") (:form . 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(:end . 138) (:start . 137)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s6.178) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501788@unknown@formal@none@1@S@The EGFP+hCD4+ population (expressing AML1-ETO plus TEL-PDGFßR) contained a markedly greater percentage of blast cells, consistent with AML, in comparison to the EGFP-hCD4+ population (Figure 3G).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "egfp+hcd4+") (:form . "EGFP+hCD4+") (:end . 14)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "population") (:form . "population") (:end . 25)\n (:start . 15) (:id . 44))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 27) (:start . 26)\n (:id . 45))\n ((:tag . "VBG") (:stem . "express") (:form . "expressing") (:end . 37)\n (:start . 27) (:id . 46))\n ((:tag . "NNP") (:stem . "AML1-ETO") (:form . 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(:end . 203) (:start . 202)\n (:id . 72)))@@@1@31@((:hcues ((:id . :x6.213.1) (:span 13 20)))\n (:hscopes ((:id . :x6.213.1) (:span 13 104)))\n (:identifiers (:sid . :s6.213) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501823@unknown@formal@none@1@S@As the Runt domains of AML1-ETO and TEL-AML1 are identical, we would expect the biophysical characteristics of the mutated proteins to be comparable.@(((:tag . "IN") (:stem . "as") (:form . "As") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "runt") (:form . "Runt") (:end . 11) (:start . 7)\n (:id . 44))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 19)\n (:start . 12) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 22) (:start . 20)\n (:id . 46))\n ((:tag . "NNP") (:stem . "AML1-ETO") (:form . 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(:end . 149) (:start . 148)\n (:id . 66)))@@@1@25@((:hcues ((:id . :x6.214.1) (:span 63 68)))\n (:hscopes ((:id . :x6.214.1) (:span 63 148)))\n (:identifiers (:sid . :s6.214) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501824@unknown@formal@none@1@S@We transduced c-Kit+ fetal liver cells from embryonic day 12 C57BL/6 mice with retroviruses expressing TEL-AML1 or its mutated derivatives and EGFP,61,66 and serially replated them in methylcellulose under conditions that promote B-cell differentiation.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "transduce") (:form . "transduced") (:end . 13)\n (:start . 3) (:id . 43))\n ((:tag . "JJ") (:stem . "c-kit+") (:form . "c-Kit+") (:end . 20)\n (:start . 14) (:id . 44))\n ((:tag . "JJ") (:stem . "fetal") (:form . "fetal") (:end . 26) (:start . 21)\n (:id . 45))\n ((:tag . "NN") (:stem . "liver") (:form . 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".") (:end . 253) (:start . 252)\n (:id . 76)))@@@1@35@((:identifiers (:sid . :s6.215) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501825@unknown@formal@none@1@S@Expression of similar steady-state levels of the TEL-AML1 mutant proteins in transduced NIH3T3 cells was confirmed by Western blot analysis, and retroviral transduction of c-kit+ cells was measured by EGFP fluorescence (Figure 5A,B).@(((:tag . "NN") (:stem . "expression") (:form . "Expression") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 13) (:start . 11)\n (:id . 43))\n ((:tag . "JJ") (:stem . "similar") (:form . "similar") (:end . 21)\n (:start . 14) (:id . 44))\n ((:tag . "JJ") (:stem . "steady-state") (:form . "steady-state") (:end . 34)\n (:start . 22) (:id . 45))\n ((:tag . "NNS") (:stem . "level") (:form . "levels") (:end . 41)\n (:start . 35) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . 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")") (:end . 232) (:start . 231)\n (:id . 77))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 233) (:start . 232)\n (:id . 78)))@@@1@37@((:identifiers (:sid . :s6.216) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501826@unknown@formal@none@1@S@Cells expressing TEL-AML1 generated increased numbers of colonies and cells, which are B220 enriched, more than multiple rounds of replating relative to cells expressing EGFP alone (Figure 5C-E).@(((:tag . "NNS") (:stem . "cell") (:form . "Cells") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "VBG") (:stem . "express") (:form . "expressing") (:end . 16)\n (:start . 6) (:id . 43))\n ((:tag . "NN") (:stem . "tel-aml1") (:form . "TEL-AML1") (:end . 25)\n (:start . 17) (:id . 44))\n ((:tag . "VBD") (:stem . "generate") (:form . "generated") (:end . 35)\n (:start . 26) (:id . 45))\n ((:tag . "VBN") (:stem . "increase") (:form . 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(:end . 195) (:start . 194)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s6.217) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501827@unknown@formal@none@1@S@A reduction in CBFß heterodimerization by greater than 400-fold through introduction of the Y140A/T188A mutations severely impaired TEL-AML1's ability to enhance the clonogenic potential of these B-cell precursors, as the numbers of cells and colonies were very similar to those of EGFP-transduced cells.@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "reduction") (:form . "reduction") (:end . 11)\n (:start . 2) (:id . 43))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 14) (:start . 12)\n (:id . 44))\n ((:tag . "NN") (:stem . "cbfß") (:form . "CBFß") (:end . 19) (:start . 15)\n (:id . 45))\n ((:tag . "NN") (:stem . "heterodimerization") (:form . 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(:end . 311) (:start . 310)\n (:id . 81)))@@@1@40@((:identifiers (:sid . :s6.232) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501842@unknown@formal@none@1@S@Here, we show that ablation of DNA binding by 40000 fold30,49 or reduction of CBFß heterodimerization by greater than 400-fold partially impaired AML1-ETO's ability to inhibit granulocyte differentiation, almost completely reversed its acute inhibition of proliferation, eliminated its ability to confer serial replating to myeloid progenitors, and severely compromised its cooperation with TEL-PDGFßR to cause AML, and thus impaired or delayed AML disease.@(((:tag . "RB") (:stem . "here") (:form . "Here") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 5) (:start . 4) (:id . 43))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 8) (:start . 6)\n (:id . 44))\n ((:tag . "VBP") (:stem . "show") (:form . 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(:end . 138) (:start . 137)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s6.234) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501844@unknown@formal@none@1@S@We are optimistic that targeted disruption of either function may provide an effective therapeutic modality.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "JJ") (:stem . "optimistic") (:form . "optimistic") (:end . 17)\n (:start . 7) (:id . 44))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 22) (:start . 18)\n (:id . 45))\n ((:tag . "VBN") (:stem . "target") (:form . "targeted") (:end . 31)\n (:start . 23) (:id . 46))\n ((:tag . "NN") (:stem . "disruption") (:form . "disruption") (:end . 42)\n (:start . 32) (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . 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(:end . 108) (:start . 107)\n (:id . 57)))@@@1@16@((:hcues ((:id . :x6.235.1) (:span 62 65)))\n (:hscopes ((:id . :x6.235.1) (:span 62 107)))\n (:identifiers (:sid . :s6.235) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501845@unknown@formal@none@1@S@The more promising of the 2 interactions for small molecule inhibitors is that between the Runt domain and CBFß, since the Runt domain-DNA interface is highly charged and may be difficult to target with a small molecule.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "RBR") (:stem . "more") (:form . "more") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "JJ") (:stem . "promising") (:form . "promising") (:end . 18)\n (:start . 9) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 21) (:start . 19)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . 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(:end . 154) (:start . 153)\n (:id . 63)))@@@1@22@((:hcues ((:id . :x6.241.1) (:span 130 133)))\n (:hscopes ((:id . :x6.241.1) (:span 130 153)))\n (:identifiers (:sid . :s6.241) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501851@unknown@formal@none@1@S@We find it encouraging that both AML1-ETO and TEL-AML1 rely on CBFß for their activity, and therefore a single compound may prove efficacious in both disease settings.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "find") (:form . "find") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 10) (:start . 8)\n (:id . 44))\n ((:tag . "JJ") (:stem . "encouraging") (:form . "encouraging") (:end . 22)\n (:start . 11) (:id . 45))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 27) (:start . 23)\n (:id . 46))\n ((:tag . "CC") (:stem . "both") (:form . 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"disease") (:end . 157)\n (:start . 150) (:id . 68))\n ((:tag . "NNS") (:stem . "setting") (:form . "settings") (:end . 166)\n (:start . 158) (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 167) (:start . 166)\n (:id . 70)))@@@1@29@((:hcues ((:id . :x6.242.1) (:span 120 123)))\n (:hscopes ((:id . :x6.242.1) (:span 120 166)))\n (:identifiers (:sid . :s6.242) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501852@unknown@formal@none@1@S@In fact, we predict that all the Runx1 fusion proteins will require CBFß for their activity and that an inhibitor of the Runt domain-CBFß interaction may be useful for targeting all of these proteins.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "fact") (:form . "fact") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 44))\n ((:tag . 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"proteins") (:end . 199)\n (:start . 191) (:id . 76))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 200) (:start . 199)\n (:id . 77)))@@@1@36@((:hcues ((:id . :x6.243.1) (:span 150 153)) ((:id . :x6.243.2) (:span 12 19)))\n (:hscopes ((:id . :x6.243.1) (:span 150 199))\n ((:id . :x6.243.2) (:span 12 199)))\n (:identifiers (:sid . :s6.243) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501853@unknown@formal@none@1@S@Although CBFß is clearly important for AML1-ETO and TEL-AML1 function, the nature of its activity is not completely understood.@(((:tag . "IN") (:stem . "although") (:form . "Although") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "CBFß") (:form . "CBFß") (:end . 13) (:start . 9)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 16) (:start . 14)\n (:id . 44))\n ((:tag . "RB") (:stem . "clearly") (:form . 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(:end . 127) (:start . 126)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s6.244) (:did . :pmc2662647) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501854@unknown@formal@none@1@S@It has long been known that CBFß increases the Runx proteins' affinity for DNA,88,89 and it was more recently shown that it protects them from ubiquitin-mediated proteolysis.37,90@(((:tag . "PRP") (:stem . "it") (:form . "It") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "RB") (:stem . "long") (:form . "long") (:end . 11) (:start . 7)\n (:id . 44))\n ((:tag . "VBN") (:stem . "be") (:form . "been") (:end . 16) (:start . 12)\n (:id . 45))\n ((:tag . "VBN") (:stem . "know") (:form . "known") (:end . 22) (:start . 17)\n (:id . 46))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 27) (:start . 23)\n (:id . 47))\n ((:tag . "NNP") (:stem . "CBFß") (:form . 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"Promoter") (:end . 99)\n (:start . 91) (:id . 53)))@@@1@12@((:identifiers (:sid . :s7.1) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Title|)))@oe@9-2-2011 5501866@unknown@formal@none@1@S@Abstract@(((:tag . "NN") (:stem . "abstract") (:form . "Abstract") (:end . 8)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s7.2) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5501867@unknown@formal@none@1@S@Human immunodeficiency virus type 1 (HIV-1) gene expression and replication are regulated by the promoter/enhancer located in the U3 region of the proviral 5' long terminal repeat (LTR).@(((:tag . "JJ") (:stem . "human") (:form . "Human") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "immunodeficiency") (:form . "immunodeficiency")\n (:end . 22) (:start . 6) (:id . 43))\n ((:tag . "NN") (:stem . "virus") (:form . 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(:end . 173) (:start . 172)\n (:id . 75)))@@@1@34@((:identifiers (:sid . :s7.29) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501894@unknown@formal@none@1@S@Thus, O-GlcNAc serves as a nutrient sensor to couple the metabolic status to cellular processes, such as protein degradation, signal transduction, and gene transcription.@(((:tag . "RB") (:stem . "thus") (:form . "Thus") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 5) (:start . 4) (:id . 43))\n ((:tag . "NNP") (:stem . "O-GlcNAc") (:form . "O-GlcNAc") (:end . 14)\n (:start . 6) (:id . 44))\n ((:tag . "VBZ") (:stem . "serve") (:form . "serves") (:end . 21)\n (:start . 15) (:id . 45))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 24) (:start . 22)\n (:id . 46))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 26) (:start . 25)\n (:id . 47))\n ((:tag . "JJ") (:stem . "nutrient") (:form . 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"transcription")\n (:end . 169) (:start . 156) (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 170) (:start . 169)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s7.30) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501895@unknown@formal@none@1@S@Some of the transcription factors involved in HIV-1 gene regulation are modified by O-GlcNAc, including AP-1 (67), yin-yang 1 (YY1) (28), NFATc1 (21), NF-κB (21), and Sp1 (31, 62).@(((:tag . "DT") (:stem . "some") (:form . "Some") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 11) (:start . 8)\n (:id . 44))\n ((:tag . "NN") (:stem . "transcription") (:form . "transcription")\n (:end . 25) (:start . 12) (:id . 45))\n ((:tag . "NNS") (:stem . "factor") (:form . "factors") (:end . 33)\n (:start . 26) (:id . 46))\n ((:tag . 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(:end . 180) (:start . 179)\n (:id . 89)))@@@1@48@((:identifiers (:sid . :s7.31) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501896@unknown@formal@none@1@S@Sp1 was the first transcription factor identified as being O-GlcNAcylated (31).@(((:tag . "NNP") (:stem . "Sp1") (:form . "Sp1") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 11) (:start . 8)\n (:id . 44))\n ((:tag . "JJ") (:stem . "first") (:form . "first") (:end . 17) (:start . 12)\n (:id . 45))\n ((:tag . "NN") (:stem . "transcription") (:form . "transcription")\n (:end . 31) (:start . 18) (:id . 46))\n ((:tag . "NN") (:stem . "factor") (:form . "factor") (:end . 38)\n (:start . 32) (:id . 47))\n ((:tag . "VBN") (:stem . "identify") (:form . "identified") (:end . 49)\n (:start . 39) (:id . 48))\n ((:tag . "IN") (:stem . 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(:end . 79) (:start . 78)\n (:id . 55)))@@@1@14@((:identifiers (:sid . :s7.32) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501897@unknown@formal@none@1@S@Sp1 is ubiquitous and belongs to the Sp1-like/Krüppel-like family of transcription factors characterized by three C-terminal Cys2His2 zinc finger motifs (34) and a DNA-binding affinity to GC-rich sites (16).@(((:tag . "NNP") (:stem . "Sp1") (:form . "Sp1") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 6) (:start . 4)\n (:id . 43))\n ((:tag . "JJ") (:stem . "ubiquitous") (:form . "ubiquitous") (:end . 17)\n (:start . 7) (:id . 44))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 21) (:start . 18)\n (:id . 45))\n ((:tag . "VBZ") (:stem . "belong") (:form . "belongs") (:end . 29)\n (:start . 22) (:id . 46))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 32) (:start . 30)\n (:id . 47))\n ((:tag . 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(:end . 207) (:start . 206)\n (:id . 75)))@@@1@34@((:identifiers (:sid . :s7.33) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501898@unknown@formal@none@1@S@Two decades ago, Tjian and coworkers showed that Sp1 bears at least eight O-GlcNAc sites and that the O-GlcNAcylated form of Sp1 was more active than the non-O-GlcNAcylated protein (31).@(((:tag . "CD") (:stem . "two") (:form . "Two") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "decade") (:form . "decades") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "RB") (:stem . "ago") (:form . "ago") (:end . 15) (:start . 12)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 16) (:start . 15)\n (:id . 45))\n ((:tag . "JJ") (:stem . "tjian") (:form . "Tjian") (:end . 22) (:start . 17)\n (:id . 46))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 26) (:start . 23)\n (:id . 47))\n ((:tag . "NNS") (:stem . "coworker") (:form . 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"IN") (:stem . "that") (:form . "that") (:end . 97) (:start . 93)\n (:id . 59))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 101) (:start . 98)\n (:id . 60))\n ((:tag . "JJ") (:stem . "o-glcnacylated") (:form . "O-GlcNAcylated")\n (:end . 116) (:start . 102) (:id . 61))\n ((:tag . "NN") (:stem . "form") (:form . "form") (:end . 121) (:start . 117)\n (:id . 62))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 124) (:start . 122)\n (:id . 63))\n ((:tag . "NNP") (:stem . "Sp1") (:form . "Sp1") (:end . 128) (:start . 125)\n (:id . 64))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 132) (:start . 129)\n (:id . 65))\n ((:tag . "RBR") (:stem . "more") (:form . "more") (:end . 137) (:start . 133)\n (:id . 66))\n ((:tag . "JJ") (:stem . "active") (:form . "active") (:end . 144)\n (:start . 138) (:id . 67))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 149) (:start . 145)\n (:id . 68))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 153) (:start . 150)\n (:id . 69))\n ((:tag . "JJ") (:stem . "non-o-glcnacylated") (:form . "non-O-GlcNAcylated")\n (:end . 172) (:start . 154) (:id . 70))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 180)\n (:start . 173) (:id . 71))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 182) (:start . 181)\n (:id . 72))\n ((:tag . "CD") (:stem . "31") (:form . "31") (:end . 184) (:start . 182)\n (:id . 73))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 185) (:start . 184)\n (:id . 74))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 186) (:start . 185)\n (:id . 75)))@@@1@34@((:identifiers (:sid . :s7.34) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501899@unknown@formal@none@1@S@In the meantime, other studies revealed that O-GlcNAcylation of Sp1 can also result in a reduction of transcriptional activation (62, 77), indicating that the specific effect of O-GlcNAcylation on Sp1 activity strongly depends on the targeted promoter.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "meantime") (:form . "meantime") (:end . 15)\n (:start . 7) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 16) (:start . 15)\n (:id . 45))\n ((:tag . "JJ") (:stem . "other") (:form . "other") (:end . 22) (:start . 17)\n (:id . 46))\n ((:tag . "NNS") (:stem . "study") (:form . "studies") (:end . 30)\n (:start . 23) (:id . 47))\n ((:tag . "VBD") (:stem . "reveal") (:form . "revealed") (:end . 39)\n (:start . 31) (:id . 48))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 44) (:start . 40)\n (:id . 49))\n ((:tag . "NN") (:stem . "o-glcnacylation") (:form . "O-GlcNAcylation")\n (:end . 60) (:start . 45) (:id . 50))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 63) (:start . 61)\n (:id . 51))\n ((:tag . "NNP") (:stem . "Sp1") (:form . "Sp1") (:end . 67) (:start . 64)\n (:id . 52))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 71) (:start . 68)\n (:id . 53))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 76) (:start . 72)\n (:id . 54))\n ((:tag . "VB") (:stem . "result") (:form . "result") (:end . 83)\n (:start . 77) (:id . 55))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 86) (:start . 84)\n (:id . 56))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 88) (:start . 87)\n (:id . 57))\n ((:tag . "NN") (:stem . "reduction") (:form . "reduction") (:end . 98)\n (:start . 89) (:id . 58))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 101) (:start . 99)\n (:id . 59))\n ((:tag . "JJ") (:stem . "transcriptional") (:form . "transcriptional")\n (:end . 117) (:start . 102) (:id . 60))\n ((:tag . "NN") (:stem . "activation") (:form . "activation") (:end . 128)\n (:start . 118) (:id . 61))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 130) (:start . 129)\n (:id . 62))\n ((:tag . "CD") (:stem . "62") (:form . "62") (:end . 132) (:start . 130)\n (:id . 63))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 133) (:start . 132)\n (:id . 64))\n ((:tag . "CD") (:stem . "77") (:form . "77") (:end . 136) (:start . 134)\n (:id . 65))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 137) (:start . 136)\n (:id . 66))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 138) (:start . 137)\n (:id . 67))\n ((:tag . "VBG") (:stem . "indicate") (:form . "indicating") (:end . 149)\n (:start . 139) (:id . 68))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 154) (:start . 150)\n (:id . 69))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 158) (:start . 155)\n (:id . 70))\n ((:tag . "JJ") (:stem . "specific") (:form . "specific") (:end . 167)\n (:start . 159) (:id . 71))\n ((:tag . "NN") (:stem . "effect") (:form . "effect") (:end . 174)\n (:start . 168) (:id . 72))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 177) (:start . 175)\n (:id . 73))\n ((:tag . "NN") (:stem . "o-glcnacylation") (:form . "O-GlcNAcylation")\n (:end . 193) (:start . 178) (:id . 74))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 196) (:start . 194)\n (:id . 75))\n ((:tag . "NN") (:stem . "sp1") (:form . "Sp1") (:end . 200) (:start . 197)\n (:id . 76))\n ((:tag . "NN") (:stem . "activity") (:form . "activity") (:end . 209)\n (:start . 201) (:id . 77))\n ((:tag . "RB") (:stem . "strongly") (:form . "strongly") (:end . 218)\n (:start . 210) (:id . 78))\n ((:tag . "VBZ") (:stem . "depend") (:form . "depends") (:end . 226)\n (:start . 219) (:id . 79))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 229) (:start . 227)\n (:id . 80))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 233) (:start . 230)\n (:id . 81))\n ((:tag . "VBN") (:stem . "target") (:form . "targeted") (:end . 242)\n (:start . 234) (:id . 82))\n ((:tag . "NN") (:stem . "promoter") (:form . "promoter") (:end . 251)\n (:start . 243) (:id . 83))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 252) (:start . 251)\n (:id . 84)))@@@1@43@((:hcues ((:id . :x7.35.1) (:span 139 154)) ((:id . :x7.35.2) (:span 68 71)))\n (:hscopes ((:id . :x7.35.1) (:span 139 251))\n ((:id . :x7.35.2) (:span 68 251)))\n (:identifiers (:sid . :s7.35) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501900@unknown@formal@none@1@S@Since Sp1 is critical and important for HIV-1 transcription (25) and Sp1 activity is modulated by O-GlcNAc (42), we investigated the effect of Sp1 O-GlcNAcylation on the activity of the HIV-1 LTR promoter.@(((:tag . "IN") (:stem . "since") (:form . "Since") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "Sp1") (:form . "Sp1") (:end . 9) (:start . 6)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 12) (:start . 10)\n (:id . 44))\n ((:tag . "JJ") (:stem . "critical") (:form . "critical") (:end . 21)\n (:start . 13) (:id . 45))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 25) (:start . 22)\n (:id . 46))\n ((:tag . "JJ") (:stem . "important") (:form . "important") (:end . 35)\n (:start . 26) (:id . 47))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 39) (:start . 36)\n (:id . 48))\n ((:tag . "NNP") (:stem . "HIV-1") (:form . "HIV-1") (:end . 45) (:start . 40)\n (:id . 49))\n ((:tag . "NN") (:stem . "transcription") (:form . "transcription")\n (:end . 59) (:start . 46) (:id . 50))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 61) (:start . 60)\n (:id . 51))\n ((:tag . "CD") (:stem . "25") (:form . "25") (:end . 63) (:start . 61)\n (:id . 52))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 64) (:start . 63)\n (:id . 53))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 68) (:start . 65)\n (:id . 54))\n ((:tag . "NN") (:stem . "sp1") (:form . "Sp1") (:end . 72) (:start . 69)\n (:id . 55))\n ((:tag . "NN") (:stem . "activity") (:form . "activity") (:end . 81)\n (:start . 73) (:id . 56))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 84) (:start . 82)\n (:id . 57))\n ((:tag . "VBN") (:stem . "modulate") (:form . "modulated") (:end . 94)\n (:start . 85) (:id . 58))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 97) (:start . 95)\n (:id . 59))\n ((:tag . "NNP") (:stem . "O-GlcNAc") (:form . "O-GlcNAc") (:end . 106)\n (:start . 98) (:id . 60))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 108) (:start . 107)\n (:id . 61))\n ((:tag . "CD") (:stem . "42") (:form . "42") (:end . 110) (:start . 108)\n (:id . 62))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 111) (:start . 110)\n (:id . 63))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 112) (:start . 111)\n (:id . 64))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 115) (:start . 113)\n (:id . 65))\n ((:tag . "VBD") (:stem . "investigate") (:form . "investigated") (:end . 128)\n (:start . 116) (:id . 66))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 132) (:start . 129)\n (:id . 67))\n ((:tag . "NN") (:stem . "effect") (:form . "effect") (:end . 139)\n (:start . 133) (:id . 68))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 142) (:start . 140)\n (:id . 69))\n ((:tag . "NN") (:stem . "sp1") (:form . "Sp1") (:end . 146) (:start . 143)\n (:id . 70))\n ((:tag . "NN") (:stem . "o-glcnacylation") (:form . "O-GlcNAcylation")\n (:end . 162) (:start . 147) (:id . 71))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 165) (:start . 163)\n (:id . 72))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 169) (:start . 166)\n (:id . 73))\n ((:tag . "NN") (:stem . "activity") (:form . "activity") (:end . 178)\n (:start . 170) (:id . 74))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 181) (:start . 179)\n (:id . 75))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 185) (:start . 182)\n (:id . 76))\n ((:tag . "NNP") (:stem . "HIV-1") (:form . "HIV-1") (:end . 191)\n (:start . 186) (:id . 77))\n ((:tag . "NNP") (:stem . "LTR") (:form . "LTR") (:end . 195) (:start . 192)\n (:id . 78))\n ((:tag . "NN") (:stem . "promoter") (:form . "promoter") (:end . 204)\n (:start . 196) (:id . 79))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 205) (:start . 204)\n (:id . 80)))@@@1@39@((:identifiers (:sid . :s7.36) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501901@unknown@formal@none@1@S@Here we show that an increased O-GlcNAc level represses the HIV-1 LTR promoter activity.@(((:tag . "RB") (:stem . "here") (:form . "Here") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "VBP") (:stem . "show") (:form . "show") (:end . 12) (:start . 8)\n (:id . 44))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 17) (:start . 13)\n (:id . 45))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 20) (:start . 18)\n (:id . 46))\n ((:tag . "VBN") (:stem . "increase") (:form . "increased") (:end . 30)\n (:start . 21) (:id . 47))\n ((:tag . "NNP") (:stem . "O-GlcNAc") (:form . "O-GlcNAc") (:end . 39)\n (:start . 31) (:id . 48))\n ((:tag . "NN") (:stem . "level") (:form . "level") (:end . 45) (:start . 40)\n (:id . 49))\n ((:tag . "VBZ") (:stem . "repress") (:form . "represses") (:end . 55)\n (:start . 46) (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 59) (:start . 56)\n (:id . 51))\n ((:tag . "NNP") (:stem . "HIV-1") (:form . "HIV-1") (:end . 65) (:start . 60)\n (:id . 52))\n ((:tag . "NNP") (:stem . "LTR") (:form . "LTR") (:end . 69) (:start . 66)\n (:id . 53))\n ((:tag . "NN") (:stem . "promoter") (:form . "promoter") (:end . 78)\n (:start . 70) (:id . 54))\n ((:tag . "NN") (:stem . "activity") (:form . "activity") (:end . 87)\n (:start . 79) (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 88) (:start . 87)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s7.37) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501902@unknown@formal@none@1@S@This required O-GlcNAcylation of Sp1 and the presence of Sp1-binding sites in the HIV-1 LTR.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "required") (:form . "required") (:end . 13)\n (:start . 5) (:id . 43))\n ((:tag . "NN") (:stem . "o-glcnacylation") (:form . "O-GlcNAcylation")\n (:end . 29) (:start . 14) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 32) (:start . 30)\n (:id . 45))\n ((:tag . "NNP") (:stem . "Sp1") (:form . "Sp1") (:end . 36) (:start . 33)\n (:id . 46))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 40) (:start . 37)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 44) (:start . 41)\n (:id . 48))\n ((:tag . "NN") (:stem . "presence") (:form . "presence") (:end . 53)\n (:start . 45) (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 56) (:start . 54)\n (:id . 50))\n ((:tag . "JJ") (:stem . "sp1-binding") (:form . "Sp1-binding") (:end . 68)\n (:start . 57) (:id . 51))\n ((:tag . "NNS") (:stem . "site") (:form . "sites") (:end . 74) (:start . 69)\n (:id . 52))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 77) (:start . 75)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 81) (:start . 78)\n (:id . 54))\n ((:tag . "NNP") (:stem . "HIV-1") (:form . "HIV-1") (:end . 87) (:start . 82)\n (:id . 55))\n ((:tag . "NNP") (:stem . "LTR") (:form . "LTR") (:end . 91) (:start . 88)\n (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 92) (:start . 91)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s7.38) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501903@unknown@formal@none@1@S@Thus, modulation of Sp1 O-GlcNAcylation may be useful as a potential therapeutic approach for the inhibition of HIV-1 replication.@(((:tag . "RB") (:stem . "thus") (:form . "Thus") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 5) (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "modulation") (:form . "modulation") (:end . 16)\n (:start . 6) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 19) (:start . 17)\n (:id . 45))\n ((:tag . "NN") (:stem . "sp1") (:form . "Sp1") (:end . 23) (:start . 20)\n (:id . 46))\n ((:tag . "NN") (:stem . "o-glcnacylation") (:form . "O-GlcNAcylation")\n (:end . 39) (:start . 24) (:id . 47))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 43) (:start . 40)\n (:id . 48))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 46) (:start . 44)\n (:id . 49))\n ((:tag . "JJ") (:stem . "useful") (:form . "useful") (:end . 53)\n (:start . 47) (:id . 50))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 56) (:start . 54)\n (:id . 51))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 58) (:start . 57)\n (:id . 52))\n ((:tag . "JJ") (:stem . "potential") (:form . "potential") (:end . 68)\n (:start . 59) (:id . 53))\n ((:tag . "JJ") (:stem . "therapeutic") (:form . "therapeutic") (:end . 80)\n (:start . 69) (:id . 54))\n ((:tag . "NN") (:stem . "approach") (:form . "approach") (:end . 89)\n (:start . 81) (:id . 55))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 93) (:start . 90)\n (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 97) (:start . 94)\n (:id . 57))\n ((:tag . "NN") (:stem . "inhibition") (:form . "inhibition") (:end . 108)\n (:start . 98) (:id . 58))\n ((:tag . 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(:end . 222) (:start . 221)\n (:id . 76)))@@@1@35@((:identifiers (:sid . :s7.64) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501929@unknown@formal@none@1@S@The mutagenic primers were designed by the QuikChange primer design program: forward primer, 5'-GAGGCACGGCAACCTGTGCTTAGATAAGATCAACGTGCTGCACAAGCCACCATATGAACATCCAAAAGA-3'; reverse primer, 5'-TCTTTTGGATGTTCATATGGTGGCTTGTGCAGCACGTTGATCTTATCTAAGCACAGGTTGCCGTGCCTC-3' (nucleotide changes compared to the wild-type sequence are in bold).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "mutagenic") (:form . "mutagenic") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "NNS") (:stem . "primer") (:form . "primers") (:end . 21)\n (:start . 14) (:id . 44))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 26) (:start . 22)\n (:id . 45))\n ((:tag . "VBN") (:stem . "design") (:form . 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"in") (:end . 323) (:start . 321)\n (:id . 74))\n ((:tag . "NN") (:stem . "bold") (:form . "bold") (:end . 328) (:start . 324)\n (:id . 75))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 329) (:start . 328)\n (:id . 76))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 330) (:start . 329)\n (:id . 77)))@@@1@36@((:identifiers (:sid . :s7.65) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501930@unknown@formal@none@1@S@The expression plasmid for Sp1 was generated by subcloning the XbaI/SmaI fragment of the pBS-Sp1-f1 vector (GenBank accession number AF252284 [35]), representing the open reading frame of Sp1, into the XbaI/EcoRV-digested pcDNA3.1(-) vector (Invitrogen).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 14)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "plasmid") (:form . 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(:end . 254) (:start . 253)\n (:id . 84)))@@@1@43@((:identifiers (:sid . :s7.66) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501931@unknown@formal@none@1@S@The reporter constructs pXP1-LTR-κB-Sp1wt-Luc, pXP1-LTR-κB-Sp1mut-Luc, and pXP1-LTR-Sp1wt-Luc were kindly provided by Manuel López-Cabrera (2, 22).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "reporter") (:form . "reporter") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "NNS") (:stem . "construct") (:form . "constructs") (:end . 23)\n (:start . 13) (:id . 44))\n ((:tag . "NN") (:stem . "pxp1-ltr-κb-sp1wt-luc")\n (:form . "pXP1-LTR-κB-Sp1wt-Luc") (:end . 45) (:start . 24) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 46) (:start . 45)\n (:id . 46))\n ((:tag . "NN") (:stem . "pxp1-ltr-κb-sp1mut-luc")\n (:form . 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"(") (:end . 140) (:start . 139)\n (:id . 57))\n ((:tag . "CD") (:stem . "2") (:form . "2") (:end . 141) (:start . 140)\n (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 142) (:start . 141)\n (:id . 59))\n ((:tag . "CD") (:stem . "22") (:form . "22") (:end . 145) (:start . 143)\n (:id . 60))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 146) (:start . 145)\n (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 147) (:start . 146)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s7.67) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501932@unknown@formal@none@1@S@The plasmid pcDNA4-LTRwt-d2EGFP (destabilized, redshifted variant of the EGFP with a half-life of approximately 2 hours) was cloned by insertion of d2EGFP into pcDNA4/myc-His B plasmid (Invitrogen) via XhoI and XbaI.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . 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"via") (:end . 201) (:start . 198)\n (:id . 74))\n ((:tag . "NNP") (:stem . "XhoI") (:form . "XhoI") (:end . 206) (:start . 202)\n (:id . 75))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 210) (:start . 207)\n (:id . 76))\n ((:tag . "NNP") (:stem . "XbaI") (:form . "XbaI") (:end . 215) (:start . 211)\n (:id . 77))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 216) (:start . 215)\n (:id . 78)))@@@1@37@((:identifiers (:sid . :s7.68) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501933@unknown@formal@none@1@S@HIV-1 wild-type LTR (LTRwt) was amplified from pNL4-3, obtained through the AIDS Research and Reference Reagent Program, Division of AIDS, NIAID, NIH, from Malcolm Martin (1), using the following primers: forward primer, 5'-GACAATTGAAGAAAAGGGGGGACTGGAAGGGCTAATTCACTC-3'; reverse primer, 5'-ACCTCGAGTTGGCTCACTGCAACCTCTACCTCCTGGGTGCT-3'.@(((:tag . "NNP") (:stem . "HIV-1") (:form . 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"Promega") (:end . 201)\n (:start . 194) (:id . 72))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 202) (:start . 201)\n (:id . 73))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 203) (:start . 202)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s7.73) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501938@unknown@formal@none@1@S@pcDNA4-EF1α-d2EGFP was generated by replacing the cytomegalovirus promoter in the plasmid pcDNA4-d2EGFP with the EF1α promoter.@(((:tag . "NNP") (:stem . "pcDNA4-EF1α-d2EGFP") (:form . "pcDNA4-EF1α-d2EGFP")\n (:end . 18) (:start . 0) (:id . 42))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 22) (:start . 19)\n (:id . 43))\n ((:tag . "VBN") (:stem . "generate") (:form . "generated") (:end . 32)\n (:start . 23) (:id . 44))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 35) (:start . 33)\n (:id . 45))\n ((:tag . "VBG") (:stem . "replace") (:form . 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(:end . 90) (:start . 89)\n (:id . 53)))@@@1@12@((:identifiers (:sid . :s7.75) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501940@unknown@formal@none@1@S@The plasmid pGEM4Z-OGT-64A was generated by subcloning the OGT gene from pcDNA4-OGT into the RNA production vector pGEM4Z-5'UTR-sig-huSurvivin-DC.LAMP-3'UTR-64A (kindly provided by Kris Thielemans [4]), replacing the huSurvivin-DC.LAMP.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "plasmid") (:form . "plasmid") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "pgem4z-ogt-64a") (:form . "pGEM4Z-OGT-64A")\n (:end . 26) (:start . 12) (:id . 44))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 30) (:start . 27)\n (:id . 45))\n ((:tag . "VBN") (:stem . "generate") (:form . "generated") (:end . 40)\n (:start . 31) (:id . 46))\n ((:tag . "IN") (:stem . "by") (:form . 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"The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "pgem4z-egfp-64a") (:form . "pGEM4Z-EGFP-64A")\n (:end . 19) (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "vector") (:form . "vector") (:end . 26)\n (:start . 20) (:id . 44))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 30) (:start . 27)\n (:id . 45))\n ((:tag . "VBN") (:stem . "provide") (:form . "provided") (:end . 39)\n (:start . 31) (:id . 46))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 42) (:start . 40)\n (:id . 47))\n ((:tag . "PRP") (:stem . "i") (:form . "I") (:end . 44) (:start . 43)\n (:id . 48))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 45) (:start . 44)\n (:id . 49)))@@@1@8@((:identifiers (:sid . :s7.77) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501942@unknown@formal@none@1@S@Tcherepanova, Argos Therapeutics, Durham, NC (66).@(((:tag . "NNP") (:stem . "Tcherepanova") (:form . 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(:end . 329) (:start . 328)\n (:id . 106)))@@@1@65@((:identifiers (:sid . :s7.94) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501959@unknown@formal@none@1@S@After washing, the membranes were incubated for 45 min at room temperature with the secondary antibody in 2.5% nonfat dry milk in PBS-Tween (71, 76).@(((:tag . "IN") (:stem . "after") (:form . "After") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "VBG") (:stem . "wash") (:form . "washing") (:end . 13) (:start . 6)\n (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 14) (:start . 13)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 18) (:start . 15)\n (:id . 45))\n ((:tag . "NNS") (:stem . "membrane") (:form . "membranes") (:end . 28)\n (:start . 19) (:id . 46))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 33) (:start . 29)\n (:id . 47))\n ((:tag . "VBN") (:stem . "incubate") (:form . 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(:end . 295) (:start . 294)\n (:id . 92)))@@@1@51@((:identifiers (:sid . :s7.96) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501961@unknown@formal@none@1@S@Subsequent to the final washing step, chemiluminescence was detected according to the manufacturer's protocol (Pierce Biotechnology, Rockford, IL).@(((:tag . "JJ") (:stem . "subsequent") (:form . "Subsequent") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 13) (:start . 11)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 17) (:start . 14)\n (:id . 44))\n ((:tag . "JJ") (:stem . "final") (:form . "final") (:end . 23) (:start . 18)\n (:id . 45))\n ((:tag . "NN") (:stem . "washing") (:form . "washing") (:end . 31)\n (:start . 24) (:id . 46))\n ((:tag . "NN") (:stem . "step") (:form . "step") (:end . 36) (:start . 32)\n (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . 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"10") (:end . 89) (:start . 87)\n (:id . 58))\n ((:tag . "NNP") (:stem . "µl") (:form . "µl") (:end . 92) (:start . 90)\n (:id . 59))\n ((:tag . "JJ") (:stem . "nuclear") (:form . "nuclear") (:end . 100)\n (:start . 93) (:id . 60))\n ((:tag . "NN") (:stem . "extraction") (:form . "extraction") (:end . 111)\n (:start . 101) (:id . 61))\n ((:tag . "NN") (:stem . "buffer") (:form . "buffer") (:end . 118)\n (:start . 112) (:id . 62))\n ((:tag . "IN") (:stem . "per") (:form . "per") (:end . 122) (:start . 119)\n (:id . 63))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 124) (:start . 123)\n (:id . 64))\n ((:tag . "HYPH") (:stem . "×") (:form . "×") (:end . 126) (:start . 125)\n (:id . 65))\n ((:tag . "CD") (:stem . "106") (:form . "106") (:end . 130) (:start . 127)\n (:id . 66))\n ((:tag . "NN") (:stem . "hek") (:form . "HEK") (:end . 134) (:start . 131)\n (:id . 67))\n ((:tag . "NN") (:stem . "293t") (:form . "293T") (:end . 139) (:start . 135)\n (:id . 68))\n ((:tag . "NNS") (:stem . "cell") (:form . "cells") (:end . 145)\n (:start . 140) (:id . 69))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 148) (:start . 146)\n (:id . 70))\n ((:tag . "NN") (:stem . "order") (:form . "order") (:end . 154)\n (:start . 149) (:id . 71))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 157) (:start . 155)\n (:id . 72))\n ((:tag . "VB") (:stem . "concentrate") (:form . "concentrate") (:end . 169)\n (:start . 158) (:id . 73))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 173) (:start . 170)\n (:id . 74))\n ((:tag . "NNS") (:stem . "fraction") (:form . "fractions") (:end . 183)\n (:start . 174) (:id . 75))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 184) (:start . 183)\n (:id . 76)))@@@1@35@((:identifiers (:sid . :s7.102) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501967@unknown@formal@none@1@S@The protein concentration was determined as described above.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "concentration") (:form . "concentration")\n (:end . 25) (:start . 12) (:id . 44))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 29) (:start . 26)\n (:id . 45))\n ((:tag . "VBN") (:stem . "determine") (:form . "determined") (:end . 40)\n (:start . 30) (:id . 46))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 43) (:start . 41)\n (:id . 47))\n ((:tag . "VBN") (:stem . "describe") (:form . "described") (:end . 53)\n (:start . 44) (:id . 48))\n ((:tag . "RB") (:stem . "above") (:form . "above") (:end . 59) (:start . 54)\n (:id . 49))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 60) (:start . 59)\n (:id . 50)))@@@1@9@((:identifiers (:sid . :s7.103) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501968@unknown@formal@none@1@S@Equal protein amounts of each fraction were loaded onto the gel and analyzed by Western blotting or applied to gel shift experiments.@(((:tag . "JJ") (:stem . "equal") (:form . "Equal") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 13)\n (:start . 6) (:id . 43))\n ((:tag . "NNS") (:stem . "amount") (:form . "amounts") (:end . 21)\n (:start . 14) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 24) (:start . 22)\n (:id . 45))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 29) (:start . 25)\n (:id . 46))\n ((:tag . "NN") (:stem . "fraction") (:form . "fraction") (:end . 38)\n (:start . 30) (:id . 47))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 43) (:start . 39)\n (:id . 48))\n ((:tag . "VBN") (:stem . "load") (:form . "loaded") (:end . 50) (:start . 44)\n (:id . 49))\n ((:tag . "IN") (:stem . "onto") (:form . "onto") (:end . 55) (:start . 51)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 59) (:start . 56)\n (:id . 51))\n ((:tag . "NN") (:stem . "gel") (:form . "gel") (:end . 63) (:start . 60)\n (:id . 52))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 67) (:start . 64)\n (:id . 53))\n ((:tag . "VBN") (:stem . "analyze") (:form . "analyzed") (:end . 76)\n (:start . 68) (:id . 54))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 79) (:start . 77)\n (:id . 55))\n ((:tag . "JJ") (:stem . "western") (:form . "Western") (:end . 87)\n (:start . 80) (:id . 56))\n ((:tag . "NN") (:stem . "blotting") (:form . "blotting") (:end . 96)\n (:start . 88) (:id . 57))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 99) (:start . 97)\n (:id . 58))\n ((:tag . "VBN") (:stem . "apply") (:form . "applied") (:end . 107)\n (:start . 100) (:id . 59))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 110) (:start . 108)\n (:id . 60))\n ((:tag . "NN") (:stem . "gel") (:form . "gel") (:end . 114) (:start . 111)\n (:id . 61))\n ((:tag . "NN") (:stem . "shift") (:form . "shift") (:end . 120)\n (:start . 115) (:id . 62))\n ((:tag . "NNS") (:stem . "experiment") (:form . "experiments") (:end . 132)\n (:start . 121) (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 133) (:start . 132)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s7.104) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501969@unknown@formal@none@1@S@HEK 293T cells (2 × 106) were seeded in 9 ml medium in 10-cm cell culture dishes.@(((:tag . "NNP") (:stem . "HEK") (:form . "HEK") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "293t") (:form . "293T") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "NNS") (:stem . "cell") (:form . "cells") (:end . 14) (:start . 9)\n (:id . 44))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 16) (:start . 15)\n (:id . 45))\n ((:tag . "CD") (:stem . "2") (:form . "2") (:end . 17) (:start . 16)\n (:id . 46))\n ((:tag . "CC") (:stem . "×") (:form . "×") (:end . 19) (:start . 18)\n (:id . 47))\n ((:tag . "CD") (:stem . "106") (:form . "106") (:end . 23) (:start . 20)\n (:id . 48))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 24) (:start . 23)\n (:id . 49))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 29) (:start . 25)\n (:id . 50))\n ((:tag . "VBN") (:stem . "seed") (:form . "seeded") (:end . 36) (:start . 30)\n (:id . 51))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 39) (:start . 37)\n (:id . 52))\n ((:tag . "CD") (:stem . "9") (:form . "9") (:end . 41) (:start . 40)\n (:id . 53))\n ((:tag . "NN") (:stem . "ml") (:form . "ml") (:end . 44) (:start . 42)\n (:id . 54))\n ((:tag . "NN") (:stem . "medium") (:form . "medium") (:end . 51)\n (:start . 45) (:id . 55))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 54) (:start . 52)\n (:id . 56))\n ((:tag . "JJ") (:stem . "10-cm") (:form . "10-cm") (:end . 60) (:start . 55)\n (:id . 57))\n ((:tag . "NN") (:stem . "cell") (:form . "cell") (:end . 65) (:start . 61)\n (:id . 58))\n ((:tag . "NN") (:stem . "culture") (:form . "culture") (:end . 73)\n (:start . 66) (:id . 59))\n ((:tag . "NNS") (:stem . "dish") (:form . "dishes") (:end . 80) (:start . 74)\n (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 81) (:start . 80)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s7.105) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501970@unknown@formal@none@1@S@The cells were transfected 24 h later (via the calcium phosphate method) with pcDNA4, pcDNA-Sp1, or pcDNA-Sp1 and pcDNA-OGT.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "cell") (:form . "cells") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 14) (:start . 10)\n (:id . 44))\n ((:tag . "VBN") (:stem . "transfecte") (:form . "transfected") (:end . 26)\n (:start . 15) (:id . 45))\n ((:tag . "CD") (:stem . "24") (:form . "24") (:end . 29) (:start . 27)\n (:id . 46))\n ((:tag . "NN") (:stem . "h") (:form . "h") (:end . 31) (:start . 30)\n (:id . 47))\n ((:tag . "RB") (:stem . "later") (:form . "later") (:end . 37) (:start . 32)\n (:id . 48))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 39) (:start . 38)\n (:id . 49))\n ((:tag . "IN") (:stem . "via") (:form . "via") (:end . 42) (:start . 39)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 46) (:start . 43)\n (:id . 51))\n ((:tag . "NN") (:stem . "calcium") (:form . "calcium") (:end . 54)\n (:start . 47) (:id . 52))\n ((:tag . "NN") (:stem . "phosphate") (:form . "phosphate") (:end . 64)\n (:start . 55) (:id . 53))\n ((:tag . "NN") (:stem . "method") (:form . "method") (:end . 71)\n (:start . 65) (:id . 54))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 72) (:start . 71)\n (:id . 55))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 77) (:start . 73)\n (:id . 56))\n ((:tag . "NN") (:stem . "pcdna4") (:form . "pcDNA4") (:end . 84)\n (:start . 78) (:id . 57))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 85) (:start . 84)\n (:id . 58))\n ((:tag . "NN") (:stem . "pcdna-sp1") (:form . "pcDNA-Sp1") (:end . 95)\n (:start . 86) (:id . 59))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 96) (:start . 95)\n (:id . 60))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 99) (:start . 97)\n (:id . 61))\n ((:tag . "NN") (:stem . "pcdna-sp1") (:form . "pcDNA-Sp1") (:end . 109)\n (:start . 100) (:id . 62))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 113) (:start . 110)\n (:id . 63))\n ((:tag . "NN") (:stem . "pcdna-ogt") (:form . "pcDNA-OGT") (:end . 123)\n (:start . 114) (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 124) (:start . 123)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s7.106) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501971@unknown@formal@none@1@S@The total transfected DNA amount was adjusted to 30 µg with the control plasmid pcDNA4.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "total") (:form . "total") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . "VBN") (:stem . "transfecte") (:form . "transfected") (:end . 21)\n (:start . 10) (:id . 44))\n ((:tag . "NN") (:stem . "dna") (:form . "DNA") (:end . 25) (:start . 22)\n (:id . 45))\n ((:tag . "NN") (:stem . "amount") (:form . "amount") (:end . 32)\n (:start . 26) (:id . 46))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 36) (:start . 33)\n (:id . 47))\n ((:tag . "VBN") (:stem . "adjust") (:form . "adjusted") (:end . 45)\n (:start . 37) (:id . 48))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 48) (:start . 46)\n (:id . 49))\n ((:tag . "CD") (:stem . "30") (:form . "30") (:end . 51) (:start . 49)\n (:id . 50))\n ((:tag . "NN") (:stem . "µg") (:form . "µg") (:end . 54) (:start . 52)\n (:id . 51))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 59) (:start . 55)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 63) (:start . 60)\n (:id . 53))\n ((:tag . "NN") (:stem . "control") (:form . "control") (:end . 71)\n (:start . 64) (:id . 54))\n ((:tag . "NN") (:stem . "plasmid") (:form . "plasmid") (:end . 79)\n (:start . 72) (:id . 55))\n ((:tag . "NN") (:stem . "pcdna4") (:form . "pcDNA4") (:end . 86)\n (:start . 80) (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 87) (:start . 86)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s7.107) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501972@unknown@formal@none@1@S@At 24 h after transfection, cells were washed with PBS and subsequently lysed in IP lysis buffer (20 mM Tris-HCl, pH 7.5, 150 mM NaCl, 5 mM MgCl2, and 1% Igepal [all purchased from Sigma-Aldrich]), supplemented with one tablet of Complete Mini, EDTA-free protease inhibitor cocktail (Roche) per 10 ml.@(((:tag . "IN") (:stem . "at") (:form . "At") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "CD") (:stem . "24") (:form . "24") (:end . 5) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "h") (:form . "h") (:end . 7) (:start . 6)\n (:id . 44))\n ((:tag . "IN") (:stem . "after") (:form . "after") (:end . 13) (:start . 8)\n (:id . 45))\n ((:tag . "NN") (:stem . "transfection") (:form . "transfection") (:end . 26)\n (:start . 14) (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 27) (:start . 26)\n (:id . 47))\n ((:tag . "NNS") (:stem . "cell") (:form . "cells") (:end . 33) (:start . 28)\n (:id . 48))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 38) (:start . 34)\n (:id . 49))\n ((:tag . "VBN") (:stem . "wash") (:form . "washed") (:end . 45) (:start . 39)\n (:id . 50))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 50) (:start . 46)\n (:id . 51))\n ((:tag . "NNP") (:stem . "PBS") (:form . "PBS") (:end . 54) (:start . 51)\n (:id . 52))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 58) (:start . 55)\n (:id . 53))\n ((:tag . "RB") (:stem . "subsequently") (:form . "subsequently") (:end . 71)\n (:start . 59) (:id . 54))\n ((:tag . "VBN") (:stem . "lyse") (:form . "lysed") (:end . 77) (:start . 72)\n (:id . 55))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 80) (:start . 78)\n (:id . 56))\n ((:tag . "NNP") (:stem . "IP") (:form . "IP") (:end . 83) (:start . 81)\n (:id . 57))\n ((:tag . "NN") (:stem . "lysis") (:form . "lysis") (:end . 89) (:start . 84)\n (:id . 58))\n ((:tag . "NN") (:stem . "buffer") (:form . "buffer") (:end . 96)\n (:start . 90) (:id . 59))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 98) (:start . 97)\n (:id . 60))\n ((:tag . "CD") (:stem . "20") (:form . "20") (:end . 100) (:start . 98)\n (:id . 61))\n ((:tag . "NNP") (:stem . "mM") (:form . "mM") (:end . 103) (:start . 101)\n (:id . 62))\n ((:tag . "NNP") (:stem . "Tris-HCl") (:form . "Tris-HCl") (:end . 112)\n (:start . 104) (:id . 63))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 113) (:start . 112)\n (:id . 64))\n ((:tag . "NNP") (:stem . "pH") (:form . "pH") (:end . 116) (:start . 114)\n (:id . 65))\n ((:tag . "CD") (:stem . "7.5") (:form . "7.5") (:end . 120) (:start . 117)\n (:id . 66))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 121) (:start . 120)\n (:id . 67))\n ((:tag . "CD") (:stem . "150") (:form . "150") (:end . 125) (:start . 122)\n (:id . 68))\n ((:tag . "NNP") (:stem . "mM") (:form . "mM") (:end . 128) (:start . 126)\n (:id . 69))\n ((:tag . "NNP") (:stem . "NaCl") (:form . "NaCl") (:end . 133) (:start . 129)\n (:id . 70))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 134) (:start . 133)\n (:id . 71))\n ((:tag . "CD") (:stem . "5") (:form . "5") (:end . 136) (:start . 135)\n (:id . 72))\n ((:tag . "NN") (:stem . "mm") (:form . "mM") (:end . 139) (:start . 137)\n (:id . 73))\n ((:tag . "NN") (:stem . "mgcl2") (:form . "MgCl2") (:end . 145)\n (:start . 140) (:id . 74))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 146) (:start . 145)\n (:id . 75))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 150) (:start . 147)\n (:id . 76))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 152) (:start . 151)\n (:id . 77))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 153) (:start . 152)\n (:id . 78))\n ((:tag . "NNP") (:stem . "Igepal") (:form . "Igepal") (:end . 160)\n (:start . 154) (:id . 79))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 162) (:start . 161)\n (:id . 80))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 165) (:start . 162)\n (:id . 81))\n ((:tag . "VBN") (:stem . "purchase") (:form . "purchased") (:end . 175)\n (:start . 166) (:id . 82))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 180) (:start . 176)\n (:id . 83))\n ((:tag . "JJ") (:stem . "sigma-aldrich") (:form . "Sigma-Aldrich")\n (:end . 194) (:start . 181) (:id . 84))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 195) (:start . 194)\n (:id . 85))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 196) (:start . 195)\n (:id . 86))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 197) (:start . 196)\n (:id . 87))\n ((:tag . "VBN") (:stem . "supplement") (:form . "supplemented") (:end . 210)\n (:start . 198) (:id . 88))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 215) (:start . 211)\n (:id . 89))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 219) (:start . 216)\n (:id . 90))\n ((:tag . "NN") (:stem . "tablet") (:form . "tablet") (:end . 226)\n (:start . 220) (:id . 91))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 229) (:start . 227)\n (:id . 92))\n ((:tag . "NNP") (:stem . "Complete") (:form . "Complete") (:end . 238)\n (:start . 230) (:id . 93))\n ((:tag . "NNP") (:stem . "Mini") (:form . "Mini") (:end . 243) (:start . 239)\n (:id . 94))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 244) (:start . 243)\n (:id . 95))\n ((:tag . "JJ") (:stem . "edta-free") (:form . "EDTA-free") (:end . 254)\n (:start . 245) (:id . 96))\n ((:tag . "NN") (:stem . "protease") (:form . "protease") (:end . 263)\n (:start . 255) (:id . 97))\n ((:tag . "NN") (:stem . "inhibitor") (:form . "inhibitor") (:end . 273)\n (:start . 264) (:id . 98))\n ((:tag . "NN") (:stem . "cocktail") (:form . "cocktail") (:end . 282)\n (:start . 274) (:id . 99))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 284) (:start . 283)\n (:id . 100))\n ((:tag . "NNP") (:stem . "Roche") (:form . "Roche") (:end . 289)\n (:start . 284) (:id . 101))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 290) (:start . 289)\n (:id . 102))\n ((:tag . "IN") (:stem . "per") (:form . "per") (:end . 294) (:start . 291)\n (:id . 103))\n ((:tag . "CD") (:stem . "10") (:form . "10") (:end . 297) (:start . 295)\n (:id . 104))\n ((:tag . "NN") (:stem . "ml") (:form . "ml") (:end . 300) (:start . 298)\n (:id . 105))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 301) (:start . 300)\n (:id . 106)))@@@1@65@((:identifiers (:sid . :s7.108) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501973@unknown@formal@none@1@S@The protein concentration was determined, and 1 mg total protein in a maximal volume of 1 ml was used for the immunoprecipitation.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "concentration") (:form . "concentration")\n (:end . 25) (:start . 12) (:id . 44))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 29) (:start . 26)\n (:id . 45))\n ((:tag . "VBN") (:stem . "determine") (:form . "determined") (:end . 40)\n (:start . 30) (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 41) (:start . 40)\n (:id . 47))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 45) (:start . 42)\n (:id . 48))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 47) (:start . 46)\n (:id . 49))\n ((:tag . "NN") (:stem . "mg") (:form . "mg") (:end . 50) (:start . 48)\n (:id . 50))\n ((:tag . "JJ") (:stem . "total") (:form . "total") (:end . 56) (:start . 51)\n (:id . 51))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 64)\n (:start . 57) (:id . 52))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 67) (:start . 65)\n (:id . 53))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 69) (:start . 68)\n (:id . 54))\n ((:tag . "JJ") (:stem . "maximal") (:form . "maximal") (:end . 77)\n (:start . 70) (:id . 55))\n ((:tag . "NN") (:stem . "volume") (:form . "volume") (:end . 84)\n (:start . 78) (:id . 56))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 87) (:start . 85)\n (:id . 57))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 89) (:start . 88)\n (:id . 58))\n ((:tag . "NN") (:stem . "ml") (:form . "ml") (:end . 92) (:start . 90)\n (:id . 59))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 96) (:start . 93)\n (:id . 60))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 101) (:start . 97)\n (:id . 61))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 105) (:start . 102)\n (:id . 62))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 109) (:start . 106)\n (:id . 63))\n ((:tag . "NN") (:stem . "immunoprecipitation")\n (:form . "immunoprecipitation") (:end . 129) (:start . 110) (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 130) (:start . 129)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s7.109) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501974@unknown@formal@none@1@S@The lysates were precleared by incubation with 100 µl Sepharose CL-6B (Sigma-Aldrich) at 4°C for 1 h.@(((:tag . "DT") (:stem . "the") (:form . 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"(") (:stem . "(") (:form . "(") (:end . 71) (:start . 70)\n (:id . 53))\n ((:tag . "JJ") (:stem . "sigma-aldrich") (:form . "Sigma-Aldrich")\n (:end . 84) (:start . 71) (:id . 54))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 85) (:start . 84)\n (:id . 55))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 88) (:start . 86)\n (:id . 56))\n ((:tag . "NN") (:stem . "4°c") (:form . "4°C") (:end . 92) (:start . 89)\n (:id . 57))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 96) (:start . 93)\n (:id . 58))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 98) (:start . 97)\n (:id . 59))\n ((:tag . "NN") (:stem . "h") (:form . "h") (:end . 100) (:start . 99)\n (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 101) (:start . 100)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s7.110) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501975@unknown@formal@none@1@S@The Sp1 protein complex was immunoprecipitated at 4°C for 3 h with 30 µg anti-Sp1 Pep2 antibody covalently coupled to agarose beads (Santa Cruz Biotechnology).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "sp1") (:form . "Sp1") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 15)\n (:start . 8) (:id . 44))\n ((:tag . "NN") (:stem . "complex") (:form . "complex") (:end . 23)\n (:start . 16) (:id . 45))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 27) (:start . 24)\n (:id . 46))\n ((:tag . "VBN") (:stem . "immunoprecipitate") (:form . "immunoprecipitated")\n (:end . 46) (:start . 28) (:id . 47))\n ((:tag . "IN") (:stem . 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"covalently") (:form . "covalently") (:end . 106)\n (:start . 96) (:id . 59))\n ((:tag . "VBN") (:stem . "couple") (:form . "coupled") (:end . 114)\n (:start . 107) (:id . 60))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 117) (:start . 115)\n (:id . 61))\n ((:tag . "VB") (:stem . "agarose") (:form . "agarose") (:end . 125)\n (:start . 118) (:id . 62))\n ((:tag . "NNS") (:stem . "bead") (:form . "beads") (:end . 131)\n (:start . 126) (:id . 63))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 133) (:start . 132)\n (:id . 64))\n ((:tag . "NNP") (:stem . "Santa") (:form . "Santa") (:end . 138)\n (:start . 133) (:id . 65))\n ((:tag . "NNP") (:stem . "Cruz") (:form . "Cruz") (:end . 143) (:start . 139)\n (:id . 66))\n ((:tag . "NNP") (:stem . "Biotechnology") (:form . "Biotechnology")\n (:end . 157) (:start . 144) (:id . 67))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 158) (:start . 157)\n (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 159) (:start . 158)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s7.111) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501976@unknown@formal@none@1@S@Bead-coupled protein complexes were washed twice with 1 ml IP lysis buffer and three times with IP wash buffer (20 mM Tris-HCl, pH 7.5, 150 mM NaCl, 5 mM MgCl2, and 0.1% Igepal).@(((:tag . "JJ") (:stem . "bead-coupled") (:form . "Bead-coupled") (:end . 12)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 20)\n (:start . 13) (:id . 43))\n ((:tag . "NNS") (:stem . "complex") (:form . "complexes") (:end . 30)\n (:start . 21) (:id . 44))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 35) (:start . 31)\n (:id . 45))\n ((:tag . "VBN") (:stem . "wash") (:form . "washed") (:end . 42) (:start . 36)\n (:id . 46))\n ((:tag . "RB") (:stem . "twice") (:form . "twice") (:end . 48) (:start . 43)\n (:id . 47))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 53) (:start . 49)\n (:id . 48))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 55) (:start . 54)\n (:id . 49))\n ((:tag . "NN") (:stem . "ml") (:form . "ml") (:end . 58) (:start . 56)\n (:id . 50))\n ((:tag . "NNP") (:stem . "IP") (:form . "IP") (:end . 61) (:start . 59)\n (:id . 51))\n ((:tag . "NN") (:stem . "lysis") (:form . "lysis") (:end . 67) (:start . 62)\n (:id . 52))\n ((:tag . "NN") (:stem . "buffer") (:form . "buffer") (:end . 74)\n (:start . 68) (:id . 53))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 78) (:start . 75)\n (:id . 54))\n ((:tag . "CD") (:stem . "three") (:form . "three") (:end . 84) (:start . 79)\n (:id . 55))\n ((:tag . "NNS") (:stem . "time") (:form . "times") (:end . 90) (:start . 85)\n (:id . 56))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 95) (:start . 91)\n (:id . 57))\n ((:tag . "NNP") (:stem . "IP") (:form . "IP") (:end . 98) (:start . 96)\n (:id . 58))\n ((:tag . "NN") (:stem . "wash") (:form . "wash") (:end . 103) (:start . 99)\n (:id . 59))\n ((:tag . "NN") (:stem . "buffer") (:form . "buffer") (:end . 110)\n (:start . 104) (:id . 60))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 112) (:start . 111)\n (:id . 61))\n ((:tag . "CD") (:stem . "20") (:form . "20") (:end . 114) (:start . 112)\n (:id . 62))\n ((:tag . "NNP") (:stem . "mM") (:form . "mM") (:end . 117) (:start . 115)\n (:id . 63))\n ((:tag . "NNP") (:stem . "Tris-HCl") (:form . "Tris-HCl") (:end . 126)\n (:start . 118) (:id . 64))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 127) (:start . 126)\n (:id . 65))\n ((:tag . "NNP") (:stem . "pH") (:form . "pH") (:end . 130) (:start . 128)\n (:id . 66))\n ((:tag . "CD") (:stem . "7.5") (:form . "7.5") (:end . 134) (:start . 131)\n (:id . 67))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 135) (:start . 134)\n (:id . 68))\n ((:tag . "CD") (:stem . "150") (:form . "150") (:end . 139) (:start . 136)\n (:id . 69))\n ((:tag . "NNP") (:stem . "mM") (:form . "mM") (:end . 142) (:start . 140)\n (:id . 70))\n ((:tag . "NNP") (:stem . "NaCl") (:form . "NaCl") (:end . 147) (:start . 143)\n (:id . 71))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 148) (:start . 147)\n (:id . 72))\n ((:tag . "CD") (:stem . "5") (:form . "5") (:end . 150) (:start . 149)\n (:id . 73))\n ((:tag . "NN") (:stem . "mm") (:form . "mM") (:end . 153) (:start . 151)\n (:id . 74))\n ((:tag . "NN") (:stem . "mgcl2") (:form . "MgCl2") (:end . 159)\n (:start . 154) (:id . 75))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 160) (:start . 159)\n (:id . 76))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 164) (:start . 161)\n (:id . 77))\n ((:tag . "CD") (:stem . "0.1") (:form . "0.1") (:end . 168) (:start . 165)\n (:id . 78))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 169) (:start . 168)\n (:id . 79))\n ((:tag . "NNP") (:stem . "Igepal") (:form . "Igepal") (:end . 176)\n (:start . 170) (:id . 80))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 177) (:start . 176)\n (:id . 81))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 178) (:start . 177)\n (:id . 82)))@@@1@41@((:identifiers (:sid . :s7.112) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501977@unknown@formal@none@1@S@The immunoprecipitates were analyzed by SDS-polyacrylamide gel electrophoresis and Western blotting as described above.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "immunoprecipitate") (:form . "immunoprecipitates")\n (:end . 22) (:start . 4) (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 27) (:start . 23)\n (:id . 44))\n ((:tag . "VBN") (:stem . "analyze") (:form . "analyzed") (:end . 36)\n (:start . 28) (:id . 45))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 39) (:start . 37)\n (:id . 46))\n ((:tag . "NN") (:stem . "sds-polyacrylamide") (:form . "SDS-polyacrylamide")\n (:end . 58) (:start . 40) (:id . 47))\n ((:tag . "NN") (:stem . "gel") (:form . "gel") (:end . 62) (:start . 59)\n (:id . 48))\n ((:tag . "NN") (:stem . "electrophoresis") (:form . "electrophoresis")\n (:end . 78) (:start . 63) (:id . 49))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 82) (:start . 79)\n (:id . 50))\n ((:tag . "NN") (:stem . "western") (:form . "Western") (:end . 90)\n (:start . 83) (:id . 51))\n ((:tag . "NN") (:stem . "blotting") (:form . "blotting") (:end . 99)\n (:start . 91) (:id . 52))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 102) (:start . 100)\n (:id . 53))\n ((:tag . "VBN") (:stem . "describe") (:form . "described") (:end . 112)\n (:start . 103) (:id . 54))\n ((:tag . "RB") (:stem . "above") (:form . "above") (:end . 118)\n (:start . 113) (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 119) (:start . 118)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s7.113) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501978@unknown@formal@none@1@S@HEK 293T cells were seeded 24 h prior to transfection in 1.5 ml medium at a density of 3 × 105 cells per well in a six-well plate.@(((:tag . "NNP") (:stem . "HEK") (:form . "HEK") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "293t") (:form . "293T") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "NNS") (:stem . "cell") (:form . "cells") (:end . 14) (:start . 9)\n (:id . 44))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 19) (:start . 15)\n (:id . 45))\n ((:tag . "VBN") (:stem . "seed") (:form . "seeded") (:end . 26) (:start . 20)\n (:id . 46))\n ((:tag . "CD") (:stem . "24") (:form . "24") (:end . 29) (:start . 27)\n (:id . 47))\n ((:tag . "NN") (:stem . "h") (:form . "h") (:end . 31) (:start . 30)\n (:id . 48))\n ((:tag . "JJ") (:stem . "prior") (:form . "prior") (:end . 37) (:start . 32)\n (:id . 49))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 40) (:start . 38)\n (:id . 50))\n ((:tag . "NN") (:stem . "transfection") (:form . "transfection") (:end . 53)\n (:start . 41) (:id . 51))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 56) (:start . 54)\n (:id . 52))\n ((:tag . "CD") (:stem . "1.5") (:form . "1.5") (:end . 60) (:start . 57)\n (:id . 53))\n ((:tag . "NN") (:stem . "ml") (:form . "ml") (:end . 63) (:start . 61)\n (:id . 54))\n ((:tag . "NN") (:stem . "medium") (:form . "medium") (:end . 70)\n (:start . 64) (:id . 55))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 73) (:start . 71)\n (:id . 56))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 75) (:start . 74)\n (:id . 57))\n ((:tag . "NN") (:stem . "density") (:form . "density") (:end . 83)\n (:start . 76) (:id . 58))\n ((:tag . "IN") (:stem . "of") (:form . 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(:end . 377) (:start . 376)\n (:id . 115)))@@@1@74@((:identifiers (:sid . :s7.117) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501982@unknown@formal@none@1@S@Twenty-four hours later, cells were lysed in 200 µl 1× passive lysis buffer (Promega) and assayed for luciferase activity as described below.@(((:tag . "CD") (:stem . "twenty-four") (:form . "Twenty-four") (:end . 11)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "hour") (:form . "hours") (:end . 17) (:start . 12)\n (:id . 43))\n ((:tag . "RB") (:stem . "later") (:form . "later") (:end . 23) (:start . 18)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 24) (:start . 23)\n (:id . 45))\n ((:tag . "NNS") (:stem . "cell") (:form . "cells") (:end . 30) (:start . 25)\n (:id . 46))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 35) (:start . 31)\n (:id . 47))\n ((:tag . "VBN") (:stem . "lyse") (:form . 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(:end . 141) (:start . 140)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s7.118) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501983@unknown@formal@none@1@S@Stable transfection of HEK 293T cells with pcDNA4-LTRwt-d2EGFP and pcDNA4-LTRmutSp1-d2EGFP was performed via the calcium phosphate method.@(((:tag . "JJ") (:stem . "stable") (:form . "Stable") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "transfection") (:form . "transfection") (:end . 19)\n (:start . 7) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 22) (:start . 20)\n (:id . 44))\n ((:tag . "NNP") (:stem . "HEK") (:form . "HEK") (:end . 26) (:start . 23)\n (:id . 45))\n ((:tag . "NN") (:stem . "293t") (:form . "293T") (:end . 31) (:start . 27)\n (:id . 46))\n ((:tag . "NNS") (:stem . "cell") (:form . "cells") (:end . 37) (:start . 32)\n (:id . 47))\n ((:tag . "IN") (:stem . "with") (:form . 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"10") (:form . "10") (:end . 8) (:start . 6)\n (:id . 43))\n ((:tag . "NNS") (:stem . "day") (:form . "days") (:end . 13) (:start . 9)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 14) (:start . 13)\n (:id . 45))\n ((:tag . "JJ") (:stem . "single") (:form . "single") (:end . 21)\n (:start . 15) (:id . 46))\n ((:tag . "NNS") (:stem . "colony") (:form . "colonies") (:end . 30)\n (:start . 22) (:id . 47))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 35) (:start . 31)\n (:id . 48))\n ((:tag . "VBN") (:stem . "transfer") (:form . "transferred") (:end . 47)\n (:start . 36) (:id . 49))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 50) (:start . 48)\n (:id . 50))\n ((:tag . "JJ") (:stem . "new") (:form . "new") (:end . 54) (:start . 51)\n (:id . 51))\n ((:tag . "NN") (:stem . "culture") (:form . "culture") (:end . 62)\n (:start . 55) (:id . 52))\n ((:tag . "NNS") (:stem . "plate") (:form . "plates") (:end . 69)\n (:start . 63) (:id . 53))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 70) (:start . 69)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s7.121) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501986@unknown@formal@none@1@S@Fluorescence intensity of clones was analyzed by flow cytometry.@(((:tag . "NNP") (:stem . "Fluorescence") (:form . "Fluorescence") (:end . 12)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "intensity") (:form . "intensity") (:end . 22)\n (:start . 13) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 25) (:start . 23)\n (:id . 44))\n ((:tag . "NNS") (:stem . "clone") (:form . "clones") (:end . 32)\n (:start . 26) (:id . 45))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 36) (:start . 33)\n (:id . 46))\n ((:tag . "VBN") (:stem . "analyze") (:form . "analyzed") (:end . 45)\n (:start . 37) (:id . 47))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 48) (:start . 46)\n (:id . 48))\n ((:tag . "NN") (:stem . "flow") (:form . "flow") (:end . 53) (:start . 49)\n (:id . 49))\n ((:tag . "NN") (:stem . "cytometry") (:form . "cytometry") (:end . 63)\n (:start . 54) (:id . 50))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 64) (:start . 63)\n (:id . 51)))@@@1@10@((:identifiers (:sid . :s7.122) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501987@unknown@formal@none@1@S@For the final experiment, three clones of each construct, which expressed comparable fluorescence intensities, were selected.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "JJ") (:stem . "final") (:form . "final") (:end . 13) (:start . 8)\n (:id . 44))\n ((:tag . "NN") (:stem . "experiment") (:form . "experiment") (:end . 24)\n (:start . 14) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 25) (:start . 24)\n (:id . 46))\n ((:tag . "CD") (:stem . "three") (:form . "three") (:end . 31) (:start . 26)\n (:id . 47))\n ((:tag . "NNS") (:stem . "clone") (:form . "clones") (:end . 38)\n (:start . 32) (:id . 48))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 41) (:start . 39)\n (:id . 49))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 46) (:start . 42)\n (:id . 50))\n ((:tag . "NN") (:stem . "construct") (:form . "construct") (:end . 56)\n (:start . 47) (:id . 51))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 57) (:start . 56)\n (:id . 52))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 63) (:start . 58)\n (:id . 53))\n ((:tag . "VBD") (:stem . "express") (:form . "expressed") (:end . 73)\n (:start . 64) (:id . 54))\n ((:tag . "JJ") (:stem . "comparable") (:form . "comparable") (:end . 84)\n (:start . 74) (:id . 55))\n ((:tag . "NN") (:stem . "fluorescence") (:form . "fluorescence") (:end . 97)\n (:start . 85) (:id . 56))\n ((:tag . "NNS") (:stem . "intensity") (:form . "intensities") (:end . 109)\n (:start . 98) (:id . 57))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 110) (:start . 109)\n (:id . 58))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 115) (:start . 111)\n (:id . 59))\n ((:tag . "VBN") (:stem . "select") (:form . "selected") (:end . 124)\n (:start . 116) (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 125) (:start . 124)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s7.123) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501988@unknown@formal@none@1@S@Electroporation of Jurkat cells was performed with the Nucleofector II (Amaxa/Lonza, Cologne, Germany).@(((:tag . "NNP") (:stem . "Electroporation") (:form . "Electroporation")\n (:end . 15) (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 18) (:start . 16)\n (:id . 43))\n ((:tag . "NNP") (:stem . "Jurkat") (:form . "Jurkat") (:end . 25)\n (:start . 19) (:id . 44))\n ((:tag . "NNS") (:stem . "cell") (:form . "cells") (:end . 31) (:start . 26)\n (:id . 45))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 35) (:start . 32)\n (:id . 46))\n ((:tag . "VBN") (:stem . "perform") (:form . "performed") (:end . 45)\n (:start . 36) (:id . 47))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 50) (:start . 46)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 54) (:start . 51)\n (:id . 49))\n ((:tag . "NNP") (:stem . "Nucleofector") (:form . "Nucleofector") (:end . 67)\n (:start . 55) (:id . 50))\n ((:tag . "CD") (:stem . "ii") (:form . "II") (:end . 70) (:start . 68)\n (:id . 51))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 72) (:start . 71)\n (:id . 52))\n ((:tag . "NNP") (:stem . "Amaxa/Lonza") (:form . "Amaxa/Lonza") (:end . 83)\n (:start . 72) (:id . 53))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 84) (:start . 83)\n (:id . 54))\n ((:tag . "NNP") (:stem . "Cologne") (:form . "Cologne") (:end . 92)\n (:start . 85) (:id . 55))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 93) (:start . 92)\n (:id . 56))\n ((:tag . "NNP") (:stem . "Germany") (:form . "Germany") (:end . 101)\n (:start . 94) (:id . 57))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 102) (:start . 101)\n (:id . 58))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 103) (:start . 102)\n (:id . 59)))@@@1@18@((:identifiers (:sid . :s7.124) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501989@unknown@formal@none@1@S@Therefore, cells were resuspended in 100 µl Nucleofector solution V at a final concentration of 2 × 107 cells/ml and mixed with 50 µg/ml DNA (pcDNA4-EF1α-d2EGFP or pcDNA4-OGT).@(((:tag . "RB") (:stem . "therefore") (:form . "Therefore") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . 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"at") (:end . 70) (:start . 68)\n (:id . 53))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 72) (:start . 71)\n (:id . 54))\n ((:tag . "JJ") (:stem . "final") (:form . "final") (:end . 78) (:start . 73)\n (:id . 55))\n ((:tag . "NN") (:stem . "concentration") (:form . "concentration")\n (:end . 92) (:start . 79) (:id . 56))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 95) (:start . 93)\n (:id . 57))\n ((:tag . "CD") (:stem . "2") (:form . "2") (:end . 97) (:start . 96)\n (:id . 58))\n ((:tag . "HYPH") (:stem . "×") (:form . "×") (:end . 99) (:start . 98)\n (:id . 59))\n ((:tag . "CD") (:stem . "107") (:form . "107") (:end . 103) (:start . 100)\n (:id . 60))\n ((:tag . "NNS") (:stem . "cells/ml") (:form . "cells/ml") (:end . 112)\n (:start . 104) (:id . 61))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 116) (:start . 113)\n (:id . 62))\n ((:tag . "VBN") (:stem . "mix") (:form . "mixed") (:end . 122) (:start . 117)\n (:id . 63))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 127) (:start . 123)\n (:id . 64))\n ((:tag . "CD") (:stem . "50") (:form . "50") (:end . 130) (:start . 128)\n (:id . 65))\n ((:tag . "NNP") (:stem . "µg/ml") (:form . "µg/ml") (:end . 136)\n (:start . 131) (:id . 66))\n ((:tag . "NNP") (:stem . "DNA") (:form . "DNA") (:end . 140) (:start . 137)\n (:id . 67))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 142) (:start . 141)\n (:id . 68))\n ((:tag . "NNP") (:stem . "pcDNA4-EF1α-d2EGFP") (:form . "pcDNA4-EF1α-d2EGFP")\n (:end . 160) (:start . 142) (:id . 69))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 163) (:start . 161)\n (:id . 70))\n ((:tag . "NN") (:stem . "pcdna4-ogt") (:form . "pcDNA4-OGT") (:end . 174)\n (:start . 164) (:id . 71))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 175) (:start . 174)\n (:id . 72))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 176) (:start . 175)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s7.125) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501990@unknown@formal@none@1@S@Electroporation was carried out with 100 µl cell DNA suspension using program X-001.@(((:tag . "NNP") (:stem . "Electroporation") (:form . "Electroporation")\n (:end . 15) (:start . 0) (:id . 42))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 19) (:start . 16)\n (:id . 43))\n ((:tag . "VBN") (:stem . "carry") (:form . "carried") (:end . 27)\n (:start . 20) (:id . 44))\n ((:tag . "RP") (:stem . "out") (:form . "out") (:end . 31) (:start . 28)\n (:id . 45))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 36) (:start . 32)\n (:id . 46))\n ((:tag . "CD") (:stem . "100") (:form . "100") (:end . 40) (:start . 37)\n (:id . 47))\n ((:tag . "NNP") (:stem . "µl") (:form . "µl") (:end . 43) (:start . 41)\n (:id . 48))\n ((:tag . "NN") (:stem . "cell") (:form . "cell") (:end . 48) (:start . 44)\n (:id . 49))\n ((:tag . "NN") (:stem . "dna") (:form . "DNA") (:end . 52) (:start . 49)\n (:id . 50))\n ((:tag . "NN") (:stem . "suspension") (:form . "suspension") (:end . 63)\n (:start . 53) (:id . 51))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 69) (:start . 64)\n (:id . 52))\n ((:tag . "NN") (:stem . "program") (:form . "program") (:end . 77)\n (:start . 70) (:id . 53))\n ((:tag . "NN") (:stem . "x-001") (:form . "X-001") (:end . 83) (:start . 78)\n (:id . 54))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 84) (:start . 83)\n (:id . 55)))@@@1@14@((:identifiers (:sid . :s7.126) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501991@unknown@formal@none@1@S@Immediately after transfection, cells were transferred to prewarmed RPMI 1640 medium supplemented with 10% FCS and 4 mM l-glutamine.@(((:tag . "RB") (:stem . "immediately") (:form . "Immediately") (:end . 11)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "after") (:form . "after") (:end . 17) (:start . 12)\n (:id . 43))\n ((:tag . "NN") (:stem . "transfection") (:form . "transfection") (:end . 30)\n (:start . 18) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 31) (:start . 30)\n (:id . 45))\n ((:tag . "NNS") (:stem . "cell") (:form . "cells") (:end . 37) (:start . 32)\n (:id . 46))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 42) (:start . 38)\n (:id . 47))\n ((:tag . "VBN") (:stem . "transfer") (:form . "transferred") (:end . 54)\n (:start . 43) (:id . 48))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 57) (:start . 55)\n (:id . 49))\n ((:tag . "JJ") (:stem . "prewarmed") (:form . "prewarmed") (:end . 67)\n (:start . 58) (:id . 50))\n ((:tag . "NNP") (:stem . "RPMI") (:form . "RPMI") (:end . 72) (:start . 68)\n (:id . 51))\n ((:tag . "CD") (:stem . "1640") (:form . 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(:stem . ".") (:form . ".") (:end . 132) (:start . 131)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s7.127) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501992@unknown@formal@none@1@S@At 48 h posttransfection, stably transfected Jurkat cells were selected with 400 µg/ml Zeocin (Invitrogen).@(((:tag . "IN") (:stem . "at") (:form . "At") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "CD") (:stem . "48") (:form . "48") (:end . 5) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "h") (:form . "h") (:end . 7) (:start . 6)\n (:id . 44))\n ((:tag . "NN") (:stem . "posttransfection") (:form . "posttransfection")\n (:end . 24) (:start . 8) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 25) (:start . 24)\n (:id . 46))\n ((:tag . "RB") (:stem . "stably") (:form . "stably") (:end . 32)\n (:start . 26) (:id . 47))\n ((:tag . "VBN") (:stem . "transfecte") (:form . 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(:end . 89) (:start . 88)\n (:id . 55)))@@@1@14@((:identifiers (:sid . :s7.129) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5501994@unknown@formal@none@1@S@After 13 days, d2EGFP-expressing Jurkat clones were pooled, while OGT-expressing Jurkat clones were cultivated separately.@(((:tag . "IN") (:stem . "after") (:form . "After") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "CD") (:stem . "13") (:form . "13") (:end . 8) (:start . 6)\n (:id . 43))\n ((:tag . "NNS") (:stem . "day") (:form . "days") (:end . 13) (:start . 9)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 14) (:start . 13)\n (:id . 45))\n ((:tag . "JJ") (:stem . "d2egfp-expressing") (:form . "d2EGFP-expressing")\n (:end . 32) (:start . 15) (:id . 46))\n ((:tag . "NNP") (:stem . "Jurkat") (:form . "Jurkat") (:end . 39)\n (:start . 33) (:id . 47))\n ((:tag . "NNS") (:stem . "clone") (:form . 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(:end . 104) (:start . 103)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s7.135) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502000@unknown@formal@none@1@S@Pulse conditions for CD4+ T lymphocytes were square-wave pulse, 500 V, and 5 ms.@(((:tag . "NN") (:stem . "pulse") (:form . "Pulse") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "condition") (:form . "conditions") (:end . 16)\n (:start . 6) (:id . 43))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 20) (:start . 17)\n (:id . 44))\n ((:tag . "JJ") (:stem . "cd4+") (:form . "CD4+") (:end . 25) (:start . 21)\n (:id . 45))\n ((:tag . "NN") (:stem . "t") (:form . "T") (:end . 27) (:start . 26)\n (:id . 46))\n ((:tag . "NNS") (:stem . "lymphocyte") (:form . "lymphocytes") (:end . 39)\n (:start . 28) (:id . 47))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 44) (:start . 40)\n (:id . 48))\n ((:tag . "JJ") (:stem . 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(:end . 80) (:start . 79)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s7.136) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502001@unknown@formal@none@1@S@Immediately after electroporation, cells were transferred to prewarmed MLPC medium.@(((:tag . "RB") (:stem . "immediately") (:form . "Immediately") (:end . 11)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "after") (:form . "after") (:end . 17) (:start . 12)\n (:id . 43))\n ((:tag . "NN") (:stem . "electroporation") (:form . "electroporation")\n (:end . 33) (:start . 18) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 34) (:start . 33)\n (:id . 45))\n ((:tag . "NNS") (:stem . "cell") (:form . "cells") (:end . 40) (:start . 35)\n (:id . 46))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 45) (:start . 41)\n (:id . 47))\n ((:tag . "VBN") (:stem . "transfer") (:form . 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"reporter") (:end . 24)\n (:start . 16) (:id . 44))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 29) (:start . 25)\n (:id . 45))\n ((:tag . "NN") (:stem . "assay") (:form . "assay") (:end . 35) (:start . 30)\n (:id . 46))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 39) (:start . 36)\n (:id . 47))\n ((:tag . "VBN") (:stem . "perform") (:form . "performed") (:end . 49)\n (:start . 40) (:id . 48))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 52) (:start . 50)\n (:id . 49))\n ((:tag . "NN") (:stem . "triplicate") (:form . "triplicate") (:end . 63)\n (:start . 53) (:id . 50))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 65) (:start . 64)\n (:id . 51))\n ((:tag . "IN") (:stem . "except") (:form . "except") (:end . 71)\n (:start . 65) (:id . 52))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 75) (:start . 72)\n (:id . 53))\n ((:tag . "DT") (:stem . "that") (:form . "that") (:end . 80) (:start . 76)\n (:id . 54))\n ((:tag . "VBN") (:stem . "show") (:form . "shown") (:end . 86) (:start . 81)\n (:id . 55))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 89) (:start . 87)\n (:id . 56))\n ((:tag . "NNP") (:stem . "Fig.") (:form . "Fig.") (:end . 94) (:start . 90)\n (:id . 57))\n ((:tag . "CD") (:stem . "3") (:form . "3") (:end . 96) (:start . 95)\n (:id . 58))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 97) (:start . 96)\n (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 98) (:start . 97)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s7.140) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502005@unknown@formal@none@1@S@OGT inhibits HIV-1 LTR promoter activity in infected primary CD4+ T cells.@(((:tag . "NNP") (:stem . "OGT") (:form . "OGT") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "inhibit") (:form . "inhibits") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "NNP") (:stem . "HIV-1") (:form . "HIV-1") (:end . 18) (:start . 13)\n (:id . 44))\n ((:tag . "NNP") (:stem . "LTR") (:form . "LTR") (:end . 22) (:start . 19)\n (:id . 45))\n ((:tag . "NN") (:stem . "promoter") (:form . "promoter") (:end . 31)\n (:start . 23) (:id . 46))\n ((:tag . "NN") (:stem . "activity") (:form . "activity") (:end . 40)\n (:start . 32) (:id . 47))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 43) (:start . 41)\n (:id . 48))\n ((:tag . "JJ") (:stem . "infected") (:form . "infected") (:end . 52)\n (:start . 44) (:id . 49))\n ((:tag . "JJ") (:stem . "primary") (:form . "primary") (:end . 60)\n (:start . 53) (:id . 50))\n ((:tag . "JJ") (:stem . "cd4+") (:form . "CD4+") (:end . 65) (:start . 61)\n (:id . 51))\n ((:tag . "NN") (:stem . "t") (:form . "T") (:end . 67) (:start . 66)\n (:id . 52))\n ((:tag . "NNS") (:stem . "cell") (:form . "cells") (:end . 73) (:start . 68)\n (:id . 53))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 74) (:start . 73)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s7.141) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502006@unknown@formal@none@1@S@Primary CD4+ T cells from two different donors were infected with VSV-G env pseudotyped HIV-1NL4-3LucR-E-.@(((:tag . "JJ") (:stem . "primary") (:form . "Primary") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "JJ") (:stem . "cd4+") (:form . "CD4+") (:end . 12) (:start . 8)\n (:id . 43))\n ((:tag . "NN") (:stem . "t") (:form . "T") (:end . 14) (:start . 13)\n (:id . 44))\n ((:tag . "NNS") (:stem . "cell") (:form . "cells") (:end . 20) (:start . 15)\n (:id . 45))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 25) (:start . 21)\n (:id . 46))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 29) (:start . 26)\n (:id . 47))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 39)\n (:start . 30) (:id . 48))\n ((:tag . "NNS") (:stem . "donor") (:form . "donors") (:end . 46)\n (:start . 40) (:id . 49))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 51) (:start . 47)\n (:id . 50))\n ((:tag . "VBN") (:stem . "infect") (:form . "infected") (:end . 60)\n (:start . 52) (:id . 51))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 65) (:start . 61)\n (:id . 52))\n ((:tag . "NNP") (:stem . "VSV-G") (:form . "VSV-G") (:end . 71) (:start . 66)\n (:id . 53))\n ((:tag . "NNP") (:stem . "env") (:form . "env") (:end . 75) (:start . 72)\n (:id . 54))\n ((:tag . "VBD") (:stem . "pseudotype") (:form . "pseudotyped") (:end . 87)\n (:start . 76) (:id . 55))\n ((:tag . "NN") (:stem . "hiv-1nl4-3lucr-e-") (:form . "HIV-1NL4-3LucR-E-")\n (:end . 105) (:start . 88) (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 106) (:start . 105)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s7.142) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502007@unknown@formal@none@1@S@At 36 h postinfection, cells were electroporated with in vitro-transcribed polyadenylated mRNA encoding either EGFP or OGT.@(((:tag . "IN") (:stem . "at") (:form . "At") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "CD") (:stem . "36") (:form . "36") (:end . 5) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "h") (:form . "h") (:end . 7) (:start . 6)\n (:id . 44))\n ((:tag . "NN") (:stem . "postinfection") (:form . "postinfection")\n (:end . 21) (:start . 8) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 22) (:start . 21)\n (:id . 46))\n ((:tag . "NNS") (:stem . "cell") (:form . "cells") (:end . 28) (:start . 23)\n (:id . 47))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 33) (:start . 29)\n (:id . 48))\n ((:tag . "VBN") (:stem . "electroporate") (:form . "electroporated")\n (:end . 48) (:start . 34) (:id . 49))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 53) (:start . 49)\n (:id . 50))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 56) (:start . 54)\n (:id . 51))\n ((:tag . "JJ") (:stem . "vitro-transcribed") (:form . "vitro-transcribed")\n (:end . 74) (:start . 57) (:id . 52))\n ((:tag . "VBN") (:stem . "polyadenylate") (:form . "polyadenylated")\n (:end . 89) (:start . 75) (:id . 53))\n ((:tag . "NN") (:stem . "mrna") (:form . "mRNA") (:end . 94) (:start . 90)\n (:id . 54))\n ((:tag . "VBG") (:stem . "encode") (:form . "encoding") (:end . 103)\n (:start . 95) (:id . 55))\n ((:tag . "CC") (:stem . "either") (:form . "either") (:end . 110)\n (:start . 104) (:id . 56))\n ((:tag . "NNP") (:stem . "EGFP") (:form . "EGFP") (:end . 115) (:start . 111)\n (:id . 57))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 118) (:start . 116)\n (:id . 58))\n ((:tag . "NNP") (:stem . "OGT") (:form . "OGT") (:end . 122) (:start . 119)\n (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 123) (:start . 122)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s7.143) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502008@unknown@formal@none@1@S@(A) At 8 h postelectroporation, luciferase activity was measured.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "a") (:form . "A") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "IN") (:stem . "at") (:form . "At") (:end . 6) (:start . 4)\n (:id . 45))\n ((:tag . "CD") (:stem . "8") (:form . "8") (:end . 8) (:start . 7)\n (:id . 46))\n ((:tag . "NN") (:stem . "h") (:form . "h") (:end . 10) (:start . 9)\n (:id . 47))\n ((:tag . "NN") (:stem . "postelectroporation")\n (:form . "postelectroporation") (:end . 30) (:start . 11) (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 31) (:start . 30)\n (:id . 49))\n ((:tag . "NN") (:stem . "luciferase") (:form . "luciferase") (:end . 42)\n (:start . 32) (:id . 50))\n ((:tag . "NN") (:stem . "activity") (:form . "activity") (:end . 51)\n (:start . 43) (:id . 51))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 55) (:start . 52)\n (:id . 52))\n ((:tag . "VBN") (:stem . "measure") (:form . "measured") (:end . 64)\n (:start . 56) (:id . 53))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 65) (:start . 64)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s7.144) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502009@unknown@formal@none@1@S@(B) The O-GlcNAcylation pattern and overexpression of EGFP and OGT were verified by Western blotting.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "B") (:form . "B") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "The") (:end . 7) (:start . 4)\n (:id . 45))\n ((:tag . "NN") (:stem . "o-glcnacylation") (:form . "O-GlcNAcylation")\n (:end . 23) (:start . 8) (:id . 46))\n ((:tag . "NN") (:stem . "pattern") (:form . "pattern") (:end . 31)\n (:start . 24) (:id . 47))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 35) (:start . 32)\n (:id . 48))\n ((:tag . "NN") (:stem . "overexpression") (:form . "overexpression")\n (:end . 50) (:start . 36) (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 53) (:start . 51)\n (:id . 50))\n ((:tag . "NNP") (:stem . "EGFP") (:form . "EGFP") (:end . 58) (:start . 54)\n (:id . 51))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 62) (:start . 59)\n (:id . 52))\n ((:tag . "NNP") (:stem . "OGT") (:form . "OGT") (:end . 66) (:start . 63)\n (:id . 53))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 71) (:start . 67)\n (:id . 54))\n ((:tag . "VBN") (:stem . "verify") (:form . "verified") (:end . 80)\n (:start . 72) (:id . 55))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 83) (:start . 81)\n (:id . 56))\n ((:tag . "JJ") (:stem . "western") (:form . "Western") (:end . 91)\n (:start . 84) (:id . 57))\n ((:tag . "NN") (:stem . "blotting") (:form . "blotting") (:end . 100)\n (:start . 92) (:id . 58))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 101) (:start . 100)\n (:id . 59)))@@@1@18@((:identifiers (:sid . :s7.145) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502010@unknown@formal@none@1@S@Staining of GAPDH demonstrates equal loading of proteins.@(((:tag . "NN") (:stem . "staining") (:form . "Staining") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 11) (:start . 9)\n (:id . 43))\n ((:tag . "NNP") (:stem . "GAPDH") (:form . "GAPDH") (:end . 17) (:start . 12)\n (:id . 44))\n ((:tag . "VBZ") (:stem . "demonstrate") (:form . "demonstrates") (:end . 30)\n (:start . 18) (:id . 45))\n ((:tag . "JJ") (:stem . "equal") (:form . "equal") (:end . 36) (:start . 31)\n (:id . 46))\n ((:tag . "NN") (:stem . "loading") (:form . "loading") (:end . 44)\n (:start . 37) (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 47) (:start . 45)\n (:id . 48))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 56)\n (:start . 48) (:id . 49))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 57) (:start . 56)\n (:id . 50)))@@@1@9@((:identifiers (:sid . :s7.146) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502011@unknown@formal@none@1@S@HEK 293T cells were transfected with the expression constructs for Sp1, OGT, or both, and nuclear proteins were isolated as already described.@(((:tag . "NNP") (:stem . "HEK") (:form . "HEK") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "293t") (:form . "293T") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "NNS") (:stem . "cell") (:form . "cells") (:end . 14) (:start . 9)\n (:id . 44))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 19) (:start . 15)\n (:id . 45))\n ((:tag . "VBN") (:stem . "transfecte") (:form . "transfected") (:end . 31)\n (:start . 20) (:id . 46))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 36) (:start . 32)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 40) (:start . 37)\n (:id . 48))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 51)\n (:start . 41) (:id . 49))\n ((:tag . "NNS") (:stem . "construct") (:form . "constructs") (:end . 62)\n (:start . 52) (:id . 50))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 66) (:start . 63)\n (:id . 51))\n ((:tag . "NNP") (:stem . "Sp1") (:form . "Sp1") (:end . 70) (:start . 67)\n (:id . 52))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 71) (:start . 70)\n (:id . 53))\n ((:tag . "NNP") (:stem . "OGT") (:form . "OGT") (:end . 75) (:start . 72)\n (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 76) (:start . 75)\n (:id . 55))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 79) (:start . 77)\n (:id . 56))\n ((:tag . "CC") (:stem . "both") (:form . "both") (:end . 84) (:start . 80)\n (:id . 57))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 85) (:start . 84)\n (:id . 58))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 89) (:start . 86)\n (:id . 59))\n ((:tag . "JJ") (:stem . "nuclear") (:form . "nuclear") (:end . 97)\n (:start . 90) (:id . 60))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 106)\n (:start . 98) (:id . 61))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 111) (:start . 107)\n (:id . 62))\n ((:tag . "VBN") (:stem . "isolate") (:form . "isolated") (:end . 120)\n (:start . 112) (:id . 63))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 123) (:start . 121)\n (:id . 64))\n ((:tag . "RB") (:stem . "already") (:form . "already") (:end . 131)\n (:start . 124) (:id . 65))\n ((:tag . "VBN") (:stem . "describe") (:form . "described") (:end . 141)\n (:start . 132) (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 142) (:start . 141)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s7.147) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502012@unknown@formal@none@1@S@The electrophoretic mobility shift assay was essentially performed as described previously (54, 56).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "electrophoretic") (:form . "electrophoretic")\n (:end . 19) (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "mobility") (:form . "mobility") (:end . 28)\n (:start . 20) (:id . 44))\n ((:tag . "NN") (:stem . "shift") (:form . "shift") (:end . 34) (:start . 29)\n (:id . 45))\n ((:tag . "NN") (:stem . "assay") (:form . "assay") (:end . 40) (:start . 35)\n (:id . 46))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 44) (:start . 41)\n (:id . 47))\n ((:tag . "RB") (:stem . "essentially") (:form . "essentially") (:end . 56)\n (:start . 45) (:id . 48))\n ((:tag . "VBN") (:stem . "perform") (:form . "performed") (:end . 66)\n (:start . 57) (:id . 49))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 69) (:start . 67)\n (:id . 50))\n ((:tag . "VBN") (:stem . "describe") (:form . "described") (:end . 79)\n (:start . 70) (:id . 51))\n ((:tag . "RB") (:stem . "previously") (:form . "previously") (:end . 90)\n (:start . 80) (:id . 52))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 92) (:start . 91)\n (:id . 53))\n ((:tag . "CD") (:stem . "54") (:form . "54") (:end . 94) (:start . 92)\n (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 95) (:start . 94)\n (:id . 55))\n ((:tag . "CD") (:stem . "56") (:form . "56") (:end . 98) (:start . 96)\n (:id . 56))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 99) (:start . 98)\n (:id . 57))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 100) (:start . 99)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s7.148) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502013@unknown@formal@none@1@S@Briefly, binding reaction mixtures (final volume, 15 µl) contained 10 mM Tris-HCl (pH 7.5), 80 mM NaCl, 1 mM EDTA, 1 mM dithiothreitol, 5% glycerol, 3 µg of poly(dI-dC) · poly(dI-dC) (GE Healthcare), 10 µg of nuclear extract, and 4 × 104 cpm of the 32P-end-labeled double-stranded oligonucleotide probe.@(((:tag . "RB") (:stem . "briefly") (:form . "Briefly") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "VBG") (:stem . "bind") (:form . "binding") (:end . 16) (:start . 9)\n (:id . 44))\n ((:tag . "NN") (:stem . "reaction") (:form . "reaction") (:end . 25)\n (:start . 17) (:id . 45))\n ((:tag . "NNS") (:stem . "mixture") (:form . 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(:end . 123) (:start . 122)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s7.159) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502024@unknown@formal@none@1@S@PCR was carried out in a total reaction volume of 25 µl with 1 µl of either undiluted (1) or diluted (1:5 and 1:10) cDNA.@(((:tag . "NNP") (:stem . "PCR") (:form . "PCR") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "VBN") (:stem . "carry") (:form . "carried") (:end . 15)\n (:start . 8) (:id . 44))\n ((:tag . "RP") (:stem . "out") (:form . "out") (:end . 19) (:start . 16)\n (:id . 45))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 22) (:start . 20)\n (:id . 46))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 24) (:start . 23)\n (:id . 47))\n ((:tag . "JJ") (:stem . "total") (:form . "total") (:end . 30) (:start . 25)\n (:id . 48))\n ((:tag . "NN") (:stem . "reaction") (:form . "reaction") (:end . 39)\n (:start . 31) (:id . 49))\n ((:tag . "NN") (:stem . "volume") (:form . "volume") (:end . 46)\n (:start . 40) (:id . 50))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 49) (:start . 47)\n (:id . 51))\n ((:tag . "CD") (:stem . "25") (:form . "25") (:end . 52) (:start . 50)\n (:id . 52))\n ((:tag . "NN") (:stem . "µl") (:form . "µl") (:end . 55) (:start . 53)\n (:id . 53))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 60) (:start . 56)\n (:id . 54))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 62) (:start . 61)\n (:id . 55))\n ((:tag . "NN") (:stem . "µl") (:form . "µl") (:end . 65) (:start . 63)\n (:id . 56))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 68) (:start . 66)\n (:id . 57))\n ((:tag . "CC") (:stem . "either") (:form . "either") (:end . 75)\n (:start . 69) (:id . 58))\n ((:tag . "JJ") (:stem . "undiluted") (:form . "undiluted") (:end . 85)\n (:start . 76) (:id . 59))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 87) (:start . 86)\n (:id . 60))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 88) (:start . 87)\n (:id . 61))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 89) (:start . 88)\n (:id . 62))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 92) (:start . 90)\n (:id . 63))\n ((:tag . "VBN") (:stem . "dilute") (:form . "diluted") (:end . 100)\n (:start . 93) (:id . 64))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 102) (:start . 101)\n (:id . 65))\n ((:tag . "CD") (:stem . "1:5") (:form . "1:5") (:end . 105) (:start . 102)\n (:id . 66))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 109) (:start . 106)\n (:id . 67))\n ((:tag . "CD") (:stem . "1:10") (:form . "1:10") (:end . 114) (:start . 110)\n (:id . 68))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 115) (:start . 114)\n (:id . 69))\n ((:tag . "NNP") (:stem . "cDNA") (:form . "cDNA") (:end . 120) (:start . 116)\n (:id . 70))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 121) (:start . 120)\n (:id . 71)))@@@1@30@((:identifiers (:sid . :s7.160) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502025@unknown@formal@none@1@S@Primers specifically amplifying recombinant OGT were selected: the forward primer recognized specifically the vector-encoded 5' untranslated region of the recombinant OGT mRNA (5'-TCCAGTGTGGTGGAATTCTG-3'); the reverse primer was homologous to a sequence corresponding to the N-terminal region of both endogenous and recombinant OGT (5'-TTGCGTCTCAATTGCTTTCA-3').@(((:tag . "NNS") (:stem . "primer") (:form . "Primers") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "RB") (:stem . "specifically") (:form . "specifically") (:end . 20)\n (:start . 8) (:id . 43))\n ((:tag . "VBG") (:stem . "amplify") (:form . "amplifying") (:end . 31)\n (:start . 21) (:id . 44))\n ((:tag . "JJ") (:stem . "recombinant") (:form . 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"homologous") (:end . 239)\n (:start . 229) (:id . 75))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 242) (:start . 240)\n (:id . 76))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 244) (:start . 243)\n (:id . 77))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 253)\n (:start . 245) (:id . 78))\n ((:tag . "VBG") (:stem . "correspond") (:form . "corresponding") (:end . 267)\n (:start . 254) (:id . 79))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 270) (:start . 268)\n (:id . 80))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 274) (:start . 271)\n (:id . 81))\n ((:tag . "JJ") (:stem . "n-terminal") (:form . "N-terminal") (:end . 285)\n (:start . 275) (:id . 82))\n ((:tag . "NN") (:stem . "region") (:form . "region") (:end . 292)\n (:start . 286) (:id . 83))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 295) (:start . 293)\n (:id . 84))\n ((:tag . "CC") (:stem . "both") (:form . "both") (:end . 300) (:start . 296)\n (:id . 85))\n ((:tag . "JJ") (:stem . "endogenous") (:form . "endogenous") (:end . 311)\n (:start . 301) (:id . 86))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 315) (:start . 312)\n (:id . 87))\n ((:tag . "JJ") (:stem . "recombinant") (:form . "recombinant") (:end . 327)\n (:start . 316) (:id . 88))\n ((:tag . "NNP") (:stem . "OGT") (:form . "OGT") (:end . 331) (:start . 328)\n (:id . 89))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 333) (:start . 332)\n (:id . 90))\n ((:tag . "NNP") (:stem . "5'-TTGCGTCTCAATTGCTTTCA-3")\n (:form . "5’-TTGCGTCTCAATTGCTTTCA-3") (:end . 358) (:start . 333)\n (:id . 91))\n ((:tag . "''") (:stem . "'") (:form . "’") (:end . 359) (:start . 358)\n (:id . 92))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 360) (:start . 359)\n (:id . 93))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 361) (:start . 360)\n (:id . 94)))@@@1@53@((:identifiers (:sid . :s7.161) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502026@unknown@formal@none@1@S@Amplification of GAPDH was performed using the forward primer 5'-AGCCACATCGCTCAGAACAC-3' and the reverse primer 5'-GAGGCATTGCTGATGATCTTG-3' as described previously (44).@(((:tag . "NNP") (:stem . "Amplification") (:form . "Amplification")\n (:end . 13) (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 16) (:start . 14)\n (:id . 43))\n ((:tag . "NNP") (:stem . "GAPDH") (:form . "GAPDH") (:end . 22) (:start . 17)\n (:id . 44))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 26) (:start . 23)\n (:id . 45))\n ((:tag . "VBN") (:stem . "perform") (:form . "performed") (:end . 36)\n (:start . 27) (:id . 46))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 42) (:start . 37)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 46) (:start . 43)\n (:id . 48))\n ((:tag . "JJ") (:stem . "forward") (:form . "forward") (:end . 54)\n (:start . 47) (:id . 49))\n ((:tag . "NN") (:stem . "primer") (:form . "primer") (:end . 61)\n (:start . 55) (:id . 50))\n ((:tag . "NN") (:stem . "5'-agccacatcgctcagaacac-3")\n (:form . "5’-AGCCACATCGCTCAGAACAC-3") (:end . 87) (:start . 62) (:id . 51))\n ((:tag . "''") (:stem . "'") (:form . "’") (:end . 88) (:start . 87)\n (:id . 52))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 92) (:start . 89)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 96) (:start . 93)\n (:id . 54))\n ((:tag . "JJ") (:stem . "reverse") (:form . "reverse") (:end . 104)\n (:start . 97) (:id . 55))\n ((:tag . "NN") (:stem . "primer") (:form . "primer") (:end . 111)\n (:start . 105) (:id . 56))\n ((:tag . "NN") (:stem . "5'-gaggcattgctgatgatcttg-3")\n (:form . "5’-GAGGCATTGCTGATGATCTTG-3") (:end . 138) (:start . 112)\n (:id . 57))\n ((:tag . "''") (:stem . "'") (:form . "’") (:end . 139) (:start . 138)\n (:id . 58))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 142) (:start . 140)\n (:id . 59))\n ((:tag . "VBN") (:stem . "describe") (:form . "described") (:end . 152)\n (:start . 143) (:id . 60))\n ((:tag . "RB") (:stem . "previously") (:form . "previously") (:end . 163)\n (:start . 153) (:id . 61))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 165) (:start . 164)\n (:id . 62))\n ((:tag . "CD") (:stem . "44") (:form . "44") (:end . 167) (:start . 165)\n (:id . 63))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 168) (:start . 167)\n (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 169) (:start . 168)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s7.162) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502027@unknown@formal@none@1@S@Statistical significances were calculated with the Student t test for paired samples using the SPSS 15.0 and 16.0 software for Microsoft Windows (SPSS Inc., Chicago, IL).@(((:tag . "JJ") (:stem . "statistical") (:form . "Statistical") (:end . 11)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "significance") (:form . "significances")\n (:end . 25) (:start . 12) (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 30) (:start . 26)\n (:id . 44))\n ((:tag . "VBN") (:stem . "calculate") (:form . "calculated") (:end . 41)\n (:start . 31) (:id . 45))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 46) (:start . 42)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 50) (:start . 47)\n (:id . 47))\n ((:tag . "NNP") (:stem . "Student") (:form . "Student") (:end . 58)\n (:start . 51) (:id . 48))\n ((:tag . "NN") (:stem . "t") (:form . "t") (:end . 60) (:start . 59)\n (:id . 49))\n ((:tag . "NN") (:stem . "test") (:form . "test") (:end . 65) (:start . 61)\n (:id . 50))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 69) (:start . 66)\n (:id . 51))\n ((:tag . "JJ") (:stem . "paired") (:form . "paired") (:end . 76)\n (:start . 70) (:id . 52))\n ((:tag . "NNS") (:stem . "sample") (:form . "samples") (:end . 84)\n (:start . 77) (:id . 53))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 90) (:start . 85)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 94) (:start . 91)\n (:id . 55))\n ((:tag . "NNP") (:stem . "SPSS") (:form . "SPSS") (:end . 99) (:start . 95)\n (:id . 56))\n ((:tag . "CD") (:stem . "15.0") (:form . "15.0") (:end . 104) (:start . 100)\n (:id . 57))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 108) (:start . 105)\n (:id . 58))\n ((:tag . "CD") (:stem . "16.0") (:form . "16.0") (:end . 113) (:start . 109)\n (:id . 59))\n ((:tag . "NN") (:stem . "software") (:form . "software") (:end . 122)\n (:start . 114) (:id . 60))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 126) (:start . 123)\n (:id . 61))\n ((:tag . "NNP") (:stem . "Microsoft") (:form . "Microsoft") (:end . 136)\n (:start . 127) (:id . 62))\n ((:tag . "NNP") (:stem . "Windows") (:form . "Windows") (:end . 144)\n (:start . 137) (:id . 63))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 146) (:start . 145)\n (:id . 64))\n ((:tag . "NNP") (:stem . "SPSS") (:form . "SPSS") (:end . 150) (:start . 146)\n (:id . 65))\n ((:tag . "NNP") (:stem . "Inc.") (:form . "Inc.") (:end . 155) (:start . 151)\n (:id . 66))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 156) (:start . 155)\n (:id . 67))\n ((:tag . "NNP") (:stem . "Chicago") (:form . "Chicago") (:end . 164)\n (:start . 157) (:id . 68))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 165) (:start . 164)\n (:id . 69))\n ((:tag . "NNP") (:stem . "IL") (:form . "IL") (:end . 168) (:start . 166)\n (:id . 70))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 169) (:start . 168)\n (:id . 71))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 170) (:start . 169)\n (:id . 72)))@@@1@31@((:identifiers (:sid . :s7.163) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502028@unknown@formal@none@1@S@P values smaller than 0.05 were considered statistically significant (*), P values smaller than 0.01 were considered highly significant (**), and P values smaller than 0.001 were considered the most significant (***).@(((:tag . "NN") (:stem . "p") (:form . "P") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "value") (:form . "values") (:end . 8) (:start . 2)\n (:id . 43))\n ((:tag . 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(:end . 43) (:start . 42)\n (:id . 49)))@@@1@8@((:identifiers (:sid . :s7.183) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502048@unknown@formal@none@1@S@To exclude the possibility that reduced HIV-1 gene transcription is caused by impaired nuclear transport of the preintegration complex or reduced proviral integration, we evaluated the impact of GlcN treatment on the HIV-1 LTR promoter activity.@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VB") (:stem . "exclude") (:form . "exclude") (:end . 10)\n (:start . 3) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 14) (:start . 11)\n (:id . 44))\n ((:tag . "NN") (:stem . "possibility") (:form . "possibility") (:end . 26)\n (:start . 15) (:id . 45))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 31) (:start . 27)\n (:id . 46))\n ((:tag . "VBN") (:stem . "reduce") (:form . 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(:end . 280) (:start . 279)\n (:id . 91)))@@@1@50@((:identifiers (:sid . :s7.201) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502066@unknown@formal@none@1@S@Successful fractionation of cytoplasmic and nuclear proteins and loading of equal protein amounts were verified by staining of lamin A/C and GAPDH (Fig. 2B, lower panels).@(((:tag . "JJ") (:stem . "successful") (:form . "Successful") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "fractionation") (:form . "fractionation")\n (:end . 24) (:start . 11) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 27) (:start . 25)\n (:id . 44))\n ((:tag . "JJ") (:stem . "cytoplasmic") (:form . "cytoplasmic") (:end . 39)\n (:start . 28) (:id . 45))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 43) (:start . 40)\n (:id . 46))\n ((:tag . "JJ") (:stem . "nuclear") (:form . "nuclear") (:end . 51)\n (:start . 44) (:id . 47))\n ((:tag . 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(:end . 166) (:start . 165)\n (:id . 66)))@@@1@25@((:hcues ((:id . :x7.210.1) (:span 0 8)))\n (:hscopes ((:id . :x7.210.1) (:span 0 74)))\n (:identifiers (:sid . :s7.210) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502075@unknown@formal@none@1@S@Binding sites for both factors constitute the core promoter/enhancer of HIV-1, and both have been reported to be modified by O-GlcNAc (21, 31).@(((:tag . "VBG") (:stem . "bind") (:form . "Binding") (:end . 7) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "site") (:form . "sites") (:end . 13) (:start . 8)\n (:id . 43))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 17) (:start . 14)\n (:id . 44))\n ((:tag . "DT") (:stem . "both") (:form . "both") (:end . 22) (:start . 18)\n (:id . 45))\n ((:tag . "NNS") (:stem . "factor") (:form . "factors") (:end . 30)\n (:start . 23) (:id . 46))\n ((:tag . "VBP") (:stem . "constitute") (:form . 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"Sp1-binding") (:end . 72)\n (:start . 61) (:id . 52))\n ((:tag . "NNS") (:stem . "site") (:form . "sites") (:end . 78) (:start . 73)\n (:id . 53))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 82) (:start . 79)\n (:id . 54))\n ((:tag . "VBN") (:stem . "increase") (:form . "increased") (:end . 92)\n (:start . 83) (:id . 55))\n ((:tag . "IN") (:stem . "upon") (:form . "upon") (:end . 97) (:start . 93)\n (:id . 56))\n ((:tag . "NN") (:stem . "overexpression") (:form . "overexpression")\n (:end . 112) (:start . 98) (:id . 57))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 115) (:start . 113)\n (:id . 58))\n ((:tag . "NNP") (:stem . "OGT") (:form . "OGT") (:end . 119) (:start . 116)\n (:id . 59))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 121) (:start . 120)\n (:id . 60))\n ((:tag . "NNP") (:stem . "Fig.") (:form . "Fig.") (:end . 125) (:start . 121)\n (:id . 61))\n ((:tag . "NN") (:stem . "4b") (:form . "4B") (:end . 128) (:start . 126)\n (:id . 62))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 129) (:start . 128)\n (:id . 63))\n ((:tag . "NNP") (:stem . "LTR-κB-Sp1mut") (:form . "LTR-κB-Sp1mut")\n (:end . 143) (:start . 130) (:id . 64))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 144) (:start . 143)\n (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 145) (:start . 144)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s7.215) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502080@unknown@formal@none@1@S@The transient expression of Tat itself was not significantly affected by overexpression of OGT (Fig. 4B, lower panels).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "transient") (:form . "transient") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 24)\n (:start . 14) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 27) (:start . 25)\n (:id . 45))\n ((:tag . "NNP") (:stem . "Tat") (:form . "Tat") (:end . 31) (:start . 28)\n (:id . 46))\n ((:tag . "PRP") (:stem . "itself") (:form . "itself") (:end . 38)\n (:start . 32) (:id . 47))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 42) (:start . 39)\n (:id . 48))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 46) (:start . 43)\n (:id . 49))\n ((:tag . "RB") (:stem . "significantly") (:form . "significantly")\n (:end . 60) (:start . 47) (:id . 50))\n ((:tag . "VBN") (:stem . "affect") (:form . "affected") (:end . 69)\n (:start . 61) (:id . 51))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 72) (:start . 70)\n (:id . 52))\n ((:tag . "NN") (:stem . "overexpression") (:form . "overexpression")\n (:end . 87) (:start . 73) (:id . 53))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 90) (:start . 88)\n (:id . 54))\n ((:tag . "NNP") (:stem . "OGT") (:form . "OGT") (:end . 94) (:start . 91)\n (:id . 55))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 96) (:start . 95)\n (:id . 56))\n ((:tag . "NNP") (:stem . "Fig.") (:form . "Fig.") (:end . 100) (:start . 96)\n (:id . 57))\n ((:tag . "NN") (:stem . "4b") (:form . "4B") (:end . 103) (:start . 101)\n (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 104) (:start . 103)\n (:id . 59))\n ((:tag . "JJR") (:stem . "low") (:form . "lower") (:end . 110) (:start . 105)\n (:id . 60))\n ((:tag . "NNS") (:stem . "panel") (:form . "panels") (:end . 117)\n (:start . 111) (:id . 61))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 118) (:start . 117)\n (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 119) (:start . 118)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s7.216) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502081@unknown@formal@none@1@S@These findings suggest that the presence of functional Sp1-binding sites is crucial for the inhibitory effect of OGT on the HIV-1 LTR.@(((:tag . "DT") (:stem . "these") (:form . "These") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "finding") (:form . "findings") (:end . 14)\n (:start . 6) (:id . 43))\n ((:tag . "VBP") (:stem . "suggest") (:form . "suggest") (:end . 22)\n (:start . 15) (:id . 44))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 27) (:start . 23)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 31) (:start . 28)\n (:id . 46))\n ((:tag . "NN") (:stem . "presence") (:form . "presence") (:end . 40)\n (:start . 32) (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 43) (:start . 41)\n (:id . 48))\n ((:tag . "JJ") (:stem . "functional") (:form . "functional") (:end . 54)\n (:start . 44) (:id . 49))\n ((:tag . "JJ") (:stem . "sp1-binding") (:form . "Sp1-binding") (:end . 66)\n (:start . 55) (:id . 50))\n ((:tag . "NNS") (:stem . "site") (:form . "sites") (:end . 72) (:start . 67)\n (:id . 51))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 75) (:start . 73)\n (:id . 52))\n ((:tag . "JJ") (:stem . "crucial") (:form . "crucial") (:end . 83)\n (:start . 76) (:id . 53))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 87) (:start . 84)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 91) (:start . 88)\n (:id . 55))\n ((:tag . "JJ") (:stem . "inhibitory") (:form . "inhibitory") (:end . 102)\n (:start . 92) (:id . 56))\n ((:tag . "NN") (:stem . "effect") (:form . "effect") (:end . 109)\n (:start . 103) (:id . 57))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 112) (:start . 110)\n (:id . 58))\n ((:tag . "NNP") (:stem . "OGT") (:form . "OGT") (:end . 116) (:start . 113)\n (:id . 59))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 119) (:start . 117)\n (:id . 60))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 123) (:start . 120)\n (:id . 61))\n ((:tag . "NNP") (:stem . "HIV-1") (:form . "HIV-1") (:end . 129)\n (:start . 124) (:id . 62))\n ((:tag . "NNP") (:stem . "LTR") (:form . "LTR") (:end . 133) (:start . 130)\n (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 134) (:start . 133)\n (:id . 64)))@@@1@23@((:hcues ((:id . :x7.217.1) (:span 15 22)))\n (:hscopes ((:id . :x7.217.1) (:span 15 133)))\n (:identifiers (:sid . :s7.217) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502082@unknown@formal@none@1@S@The presence of Sp1-binding sites in the HIV-1 LTR promoter is required for OGT-mediated inhibition.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "presence") (:form . "presence") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 15) (:start . 13)\n (:id . 44))\n ((:tag . "JJ") (:stem . "sp1-binding") (:form . "Sp1-binding") (:end . 27)\n (:start . 16) (:id . 45))\n ((:tag . "NNS") (:stem . "site") (:form . "sites") (:end . 33) (:start . 28)\n (:id . 46))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 36) (:start . 34)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 40) (:start . 37)\n (:id . 48))\n ((:tag . "NNP") (:stem . "HIV-1") (:form . "HIV-1") (:end . 46) (:start . 41)\n (:id . 49))\n ((:tag . "NNP") (:stem . "LTR") (:form . "LTR") (:end . 50) (:start . 47)\n (:id . 50))\n ((:tag . "NN") (:stem . "promoter") (:form . "promoter") (:end . 59)\n (:start . 51) (:id . 51))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 62) (:start . 60)\n (:id . 52))\n ((:tag . "VBN") (:stem . "require") (:form . "required") (:end . 71)\n (:start . 63) (:id . 53))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 75) (:start . 72)\n (:id . 54))\n ((:tag . "JJ") (:stem . "ogt-mediated") (:form . "OGT-mediated") (:end . 88)\n (:start . 76) (:id . 55))\n ((:tag . "NN") (:stem . "inhibition") (:form . "inhibition") (:end . 99)\n (:start . 89) (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 100) (:start . 99)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s7.218) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502083@unknown@formal@none@1@S@(A) Schematic representation of the promoter constructs used in the luciferase assay in panel B.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "a") (:form . "A") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "JJ") (:stem . "schematic") (:form . "Schematic") (:end . 13)\n (:start . 4) (:id . 45))\n ((:tag . "NN") (:stem . "representation") (:form . "representation")\n (:end . 28) (:start . 14) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 31) (:start . 29)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 35) (:start . 32)\n (:id . 48))\n ((:tag . "NN") (:stem . "promoter") (:form . "promoter") (:end . 44)\n (:start . 36) (:id . 49))\n ((:tag . "NNS") (:stem . "construct") (:form . "constructs") (:end . 55)\n (:start . 45) (:id . 50))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 60) (:start . 56)\n (:id . 51))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 63) (:start . 61)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 67) (:start . 64)\n (:id . 53))\n ((:tag . "NN") (:stem . "luciferase") (:form . "luciferase") (:end . 78)\n (:start . 68) (:id . 54))\n ((:tag . "NN") (:stem . "assay") (:form . "assay") (:end . 84) (:start . 79)\n (:id . 55))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 87) (:start . 85)\n (:id . 56))\n ((:tag . "NN") (:stem . "panel") (:form . "panel") (:end . 93) (:start . 88)\n (:id . 57))\n ((:tag . "NNP") (:stem . "B") (:form . "B") (:end . 95) (:start . 94)\n (:id . 58))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 96) (:start . 95)\n (:id . 59)))@@@1@18@((:identifiers (:sid . :s7.219) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502084@unknown@formal@none@1@S@The truncated promoters lack the upstream modulatory region but contain the NF-κB- and/or Sp1-binding sites (either combined or isolated), as well as a TATA box and the TAR element for Tat-mediated activation.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "VBN") (:stem . "truncate") (:form . "truncated") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "NNS") (:stem . "promoter") (:form . "promoters") (:end . 23)\n (:start . 14) (:id . 44))\n ((:tag . "VBP") (:stem . "lack") (:form . "lack") (:end . 28) (:start . 24)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 32) (:start . 29)\n (:id . 46))\n ((:tag . "JJ") (:stem . "upstream") (:form . "upstream") (:end . 41)\n (:start . 33) (:id . 47))\n ((:tag . "JJ") (:stem . "modulatory") (:form . "modulatory") (:end . 52)\n (:start . 42) (:id . 48))\n ((:tag . "NN") (:stem . "region") (:form . "region") (:end . 59)\n (:start . 53) (:id . 49))\n ((:tag . "CC") (:stem . "but") (:form . "but") (:end . 63) (:start . 60)\n (:id . 50))\n ((:tag . "VBP") (:stem . "contain") (:form . "contain") (:end . 71)\n (:start . 64) (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 75) (:start . 72)\n (:id . 52))\n ((:tag . "NN") (:stem . "nf-κb-") (:form . "NF-κB-") (:end . 82)\n (:start . 76) (:id . 53))\n ((:tag . "CC") (:stem . "and/or") (:form . "and/or") (:end . 89)\n (:start . 83) (:id . 54))\n ((:tag . "JJ") (:stem . "sp1-binding") (:form . "Sp1-binding") (:end . 101)\n (:start . 90) (:id . 55))\n ((:tag . "NNS") (:stem . "site") (:form . "sites") (:end . 107)\n (:start . 102) (:id . 56))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 109) (:start . 108)\n (:id . 57))\n ((:tag . "CC") (:stem . "either") (:form . "either") (:end . 115)\n (:start . 109) (:id . 58))\n ((:tag . "VBN") (:stem . "combine") (:form . "combined") (:end . 124)\n (:start . 116) (:id . 59))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 127) (:start . 125)\n (:id . 60))\n ((:tag . "VBN") (:stem . "isolate") (:form . "isolated") (:end . 136)\n (:start . 128) (:id . 61))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 137) (:start . 136)\n (:id . 62))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 138) (:start . 137)\n (:id . 63))\n ((:tag . "RB") (:stem . "as") (:form . "as") (:end . 141) (:start . 139)\n (:id . 64))\n ((:tag . "RB") (:stem . "well") (:form . "well") (:end . 146) (:start . 142)\n (:id . 65))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 149) (:start . 147)\n (:id . 66))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 151) (:start . 150)\n (:id . 67))\n ((:tag . "NNP") (:stem . "TATA") (:form . "TATA") (:end . 156) (:start . 152)\n (:id . 68))\n ((:tag . "NN") (:stem . "box") (:form . "box") (:end . 160) (:start . 157)\n (:id . 69))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 164) (:start . 161)\n (:id . 70))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 168) (:start . 165)\n (:id . 71))\n ((:tag . "NN") (:stem . "tar") (:form . "TAR") (:end . 172) (:start . 169)\n (:id . 72))\n ((:tag . "NN") (:stem . "element") (:form . "element") (:end . 180)\n (:start . 173) (:id . 73))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 184) (:start . 181)\n (:id . 74))\n ((:tag . "JJ") (:stem . "tat-mediated") (:form . "Tat-mediated") (:end . 197)\n (:start . 185) (:id . 75))\n ((:tag . "NN") (:stem . "activation") (:form . "activation") (:end . 208)\n (:start . 198) (:id . 76))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 209) (:start . 208)\n (:id . 77)))@@@1@36@((:identifiers (:sid . :s7.220) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502085@unknown@formal@none@1@S@Quartered circles represent mutated Sp1-binding sites.@(((:tag . "JJ") (:stem . "quartered") (:form . "Quartered") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "circle") (:form . "circles") (:end . 17)\n (:start . 10) (:id . 43))\n ((:tag . "VBP") (:stem . "represent") (:form . "represent") (:end . 27)\n (:start . 18) (:id . 44))\n ((:tag . "VBN") (:stem . "mutate") (:form . "mutated") (:end . 35)\n (:start . 28) (:id . 45))\n ((:tag . "JJ") (:stem . "sp1-binding") (:form . "Sp1-binding") (:end . 47)\n (:start . 36) (:id . 46))\n ((:tag . "NNS") (:stem . "site") (:form . "sites") (:end . 53) (:start . 48)\n (:id . 47))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 54) (:start . 53)\n (:id . 48)))@@@1@7@((:identifiers (:sid . :s7.221) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502086@unknown@formal@none@1@S@Numbers reflect the positions on the wild-type LTRLAI.@(((:tag . "NNPS") (:stem . "Number") (:form . "Numbers") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "VBP") (:stem . "reflect") (:form . "reflect") (:end . 15)\n (:start . 8) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 19) (:start . 16)\n (:id . 44))\n ((:tag . "NNS") (:stem . "position") (:form . "positions") (:end . 29)\n (:start . 20) (:id . 45))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 32) (:start . 30)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 36) (:start . 33)\n (:id . 47))\n ((:tag . "JJ") (:stem . "wild-type") (:form . "wild-type") (:end . 46)\n (:start . 37) (:id . 48))\n ((:tag . "NNP") (:stem . "LTRLAI") (:form . "LTRLAI") (:end . 53)\n (:start . 47) (:id . 49))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 54) (:start . 53)\n (:id . 50)))@@@1@9@((:identifiers (:sid . :s7.222) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502087@unknown@formal@none@1@S@(B) Promoter activities were detected by measuring the luciferase activity in the cell lysates of HEK 293T cells transiently transfected with the reporter constructs (LTR-κB-Sp1wt, LTR-κB-Sp1mut, and LTR-Sp1wt) together with plasmids coding for OGT and Tat as indicated.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . 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".") (:end . 151) (:start . 150)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s7.225) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502090@unknown@formal@none@1@S@The means ± standard deviations from triplicate determinations are shown (upper panel).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "mean") (:form . "means") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . "VBP") (:stem . "±") (:form . "±") (:end . 11) (:start . 10)\n (:id . 44))\n ((:tag . "JJ") (:stem . "standard") (:form . "standard") (:end . 20)\n (:start . 12) (:id . 45))\n ((:tag . "NNS") (:stem . "deviation") (:form . "deviations") (:end . 31)\n (:start . 21) (:id . 46))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 36) (:start . 32)\n (:id . 47))\n ((:tag . "JJ") (:stem . "triplicate") (:form . "triplicate") (:end . 47)\n (:start . 37) (:id . 48))\n ((:tag . "NNS") (:stem . "determination") (:form . "determinations")\n (:end . 62) (:start . 48) (:id . 49))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 66) (:start . 63)\n (:id . 50))\n ((:tag . "VBN") (:stem . "show") (:form . "shown") (:end . 72) (:start . 67)\n (:id . 51))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 74) (:start . 73)\n (:id . 52))\n ((:tag . "JJ") (:stem . "upper") (:form . "upper") (:end . 79) (:start . 74)\n (:id . 53))\n ((:tag . "NN") (:stem . "panel") (:form . "panel") (:end . 85) (:start . 80)\n (:id . 54))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 86) (:start . 85)\n (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 87) (:start . 86)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s7.226) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502091@unknown@formal@none@1@S@Western blot analyses of Tat and OGT in transfected cells are shown in the lower panel.@(((:tag . "JJ") (:stem . "western") (:form . "Western") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "blot") (:form . "blot") (:end . 12) (:start . 8)\n (:id . 43))\n ((:tag . "NNS") (:stem . "analysis") (:form . "analyses") (:end . 21)\n (:start . 13) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 24) (:start . 22)\n (:id . 45))\n ((:tag . "NNP") (:stem . "Tat") (:form . "Tat") (:end . 28) (:start . 25)\n (:id . 46))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 32) (:start . 29)\n (:id . 47))\n ((:tag . "NNP") (:stem . "OGT") (:form . "OGT") (:end . 36) (:start . 33)\n (:id . 48))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 39) (:start . 37)\n (:id . 49))\n ((:tag . "VBN") (:stem . "transfecte") (:form . "transfected") (:end . 51)\n (:start . 40) (:id . 50))\n ((:tag . "NNS") (:stem . "cell") (:form . "cells") (:end . 57) (:start . 52)\n (:id . 51))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 61) (:start . 58)\n (:id . 52))\n ((:tag . "VBN") (:stem . "show") (:form . "shown") (:end . 67) (:start . 62)\n (:id . 53))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 70) (:start . 68)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 74) (:start . 71)\n (:id . 55))\n ((:tag . "JJR") (:stem . "low") (:form . "lower") (:end . 80) (:start . 75)\n (:id . 56))\n ((:tag . "NN") (:stem . "panel") (:form . "panel") (:end . 86) (:start . 81)\n (:id . 57))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 87) (:start . 86)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s7.227) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502092@unknown@formal@none@1@S@GAPDH staining demonstrates that equal amounts of protein were loaded.@(((:tag . "NNP") (:stem . "GAPDH") (:form . "GAPDH") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "staining") (:form . "staining") (:end . 14)\n (:start . 6) (:id . 43))\n ((:tag . "VBZ") (:stem . "demonstrate") (:form . "demonstrates") (:end . 27)\n (:start . 15) (:id . 44))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 32) (:start . 28)\n (:id . 45))\n ((:tag . "JJ") (:stem . "equal") (:form . "equal") (:end . 38) (:start . 33)\n (:id . 46))\n ((:tag . "NNS") (:stem . "amount") (:form . "amounts") (:end . 46)\n (:start . 39) (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 49) (:start . 47)\n (:id . 48))\n ((:tag . "NN") (:stem . 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(:end . 157) (:start . 156)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s7.229) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502094@unknown@formal@none@1@S@(D) HEK 293T cells were stably transfected with d2EGFP either under the control of the wild-type HIV-1 LTR (LTRwt) or under the control of the LTR containing mutated Sp1-binding sites in the basal promoter (LTRmutSp1).@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "D") (:form . "D") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "NNP") (:stem . "HEK") (:form . "HEK") (:end . 7) (:start . 4)\n (:id . 45))\n ((:tag . "NN") (:stem . "293t") (:form . "293T") (:end . 12) (:start . 8)\n (:id . 46))\n ((:tag . "NNS") (:stem . "cell") (:form . "cells") (:end . 18) (:start . 13)\n (:id . 47))\n ((:tag . "VBD") (:stem . 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"IN") (:stem . "of") (:form . "of") (:end . 138) (:start . 136)\n (:id . 69))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 142) (:start . 139)\n (:id . 70))\n ((:tag . "NN") (:stem . "ltr") (:form . "LTR") (:end . 146) (:start . 143)\n (:id . 71))\n ((:tag . "VBG") (:stem . "contain") (:form . "containing") (:end . 157)\n (:start . 147) (:id . 72))\n ((:tag . "VBN") (:stem . "mutate") (:form . "mutated") (:end . 165)\n (:start . 158) (:id . 73))\n ((:tag . "JJ") (:stem . "sp1-binding") (:form . "Sp1-binding") (:end . 177)\n (:start . 166) (:id . 74))\n ((:tag . "NNS") (:stem . "site") (:form . "sites") (:end . 183)\n (:start . 178) (:id . 75))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 186) (:start . 184)\n (:id . 76))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 190) (:start . 187)\n (:id . 77))\n ((:tag . "JJ") (:stem . "basal") (:form . "basal") (:end . 196)\n (:start . 191) (:id . 78))\n ((:tag . "NN") (:stem . "promoter") (:form . 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(:end . 70) (:start . 69)\n (:id . 52)))@@@1@11@((:identifiers (:sid . :s7.235) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502100@unknown@formal@none@1@S@In a next step, the role of the Sp1-binding sites in the full-length HIV-1 LTR integrated into the cellular genome was analyzed.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 4) (:start . 3)\n (:id . 43))\n ((:tag . "JJ") (:stem . "next") (:form . "next") (:end . 9) (:start . 5)\n (:id . 44))\n ((:tag . "NN") (:stem . "step") (:form . "step") (:end . 14) (:start . 10)\n (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 15) (:start . 14)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 19) (:start . 16)\n (:id . 47))\n ((:tag . "NN") (:stem . "role") (:form . "role") (:end . 24) (:start . 20)\n (:id . 48))\n ((:tag . 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"VBZ") (:stem . "be") (:form . "is") (:end . 146) (:start . 144)\n (:id . 67))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 151) (:start . 147)\n (:id . 68))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 155) (:start . 152)\n (:id . 69))\n ((:tag . "NN") (:stem . "case") (:form . "case") (:end . 160) (:start . 156)\n (:id . 70))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 164) (:start . 161)\n (:id . 71))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 168) (:start . 165)\n (:id . 72))\n ((:tag . "NN") (:stem . "sp1") (:form . "Sp1") (:end . 172) (:start . 169)\n (:id . 73))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 180)\n (:start . 173) (:id . 74))\n ((:tag . "PRP") (:stem . "itself") (:form . "itself") (:end . 187)\n (:start . 181) (:id . 75))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 188) (:start . 187)\n (:id . 76)))@@@1@35@((:hcues ((:id . :x7.244.1) (:span 131 138)))\n (:hscopes ((:id . :x7.244.1) (:span 131 187)))\n (:identifiers (:sid . :s7.244) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502109@unknown@formal@none@1@S@To this goal, the sensitivity of the Tat-induced LTR-Sp1wt promoter to OGT was analyzed in HEK 293T cells in the absence and presence of Sp1.@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "goal") (:form . "goal") (:end . 12) (:start . 8)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 13) (:start . 12)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 17) (:start . 14)\n (:id . 46))\n ((:tag . "NN") (:stem . "sensitivity") (:form . 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"NNP") (:stem . "HEK") (:form . "HEK") (:end . 94) (:start . 91)\n (:id . 58))\n ((:tag . "NN") (:stem . "293t") (:form . "293T") (:end . 99) (:start . 95)\n (:id . 59))\n ((:tag . "NNS") (:stem . "cell") (:form . "cells") (:end . 105)\n (:start . 100) (:id . 60))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 108) (:start . 106)\n (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 112) (:start . 109)\n (:id . 62))\n ((:tag . "NN") (:stem . "absence") (:form . "absence") (:end . 120)\n (:start . 113) (:id . 63))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 124) (:start . 121)\n (:id . 64))\n ((:tag . "NN") (:stem . "presence") (:form . "presence") (:end . 133)\n (:start . 125) (:id . 65))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 136) (:start . 134)\n (:id . 66))\n ((:tag . "NNP") (:stem . "Sp1") (:form . "Sp1") (:end . 140) (:start . 137)\n (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 141) (:start . 140)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s7.245) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502110@unknown@formal@none@1@S@Sp1 was recombinantly overexpressed, and its expression was inhibited with a specific siRNA.@(((:tag . "NNP") (:stem . "Sp1") (:form . "Sp1") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "RB") (:stem . "recombinantly") (:form . "recombinantly")\n (:end . 21) (:start . 8) (:id . 44))\n ((:tag . "VBN") (:stem . "overexpresse") (:form . "overexpressed")\n (:end . 35) (:start . 22) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 36) (:start . 35)\n (:id . 46))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 40) (:start . 37)\n (:id . 47))\n ((:tag . "PRP$") (:stem . "its") (:form . "its") (:end . 44) (:start . 41)\n (:id . 48))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 55)\n (:start . 45) (:id . 49))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 59) (:start . 56)\n (:id . 50))\n ((:tag . "VBN") (:stem . "inhibit") (:form . "inhibited") (:end . 69)\n (:start . 60) (:id . 51))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 74) (:start . 70)\n (:id . 52))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 76) (:start . 75)\n (:id . 53))\n ((:tag . "JJ") (:stem . "specific") (:form . "specific") (:end . 85)\n (:start . 77) (:id . 54))\n ((:tag . "NN") (:stem . "sirna") (:form . "siRNA") (:end . 91) (:start . 86)\n (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 92) (:start . 91)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s7.246) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502111@unknown@formal@none@1@S@A nontargeting siRNA was used as control.@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "nontargeting") (:form . "nontargeting") (:end . 14)\n (:start . 2) (:id . 43))\n ((:tag . "NN") (:stem . "sirna") (:form . "siRNA") (:end . 20) (:start . 15)\n (:id . 44))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 24) (:start . 21)\n (:id . 45))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 29) (:start . 25)\n (:id . 46))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 32) (:start . 30)\n (:id . 47))\n ((:tag . "NN") (:stem . "control") (:form . "control") (:end . 40)\n (:start . 33) (:id . 48))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 41) (:start . 40)\n (:id . 49)))@@@1@8@((:identifiers (:sid . :s7.247) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502112@unknown@formal@none@1@S@Cotransfection of the control siRNA did not affect the OGT-mediated inhibition of the LTR-Sp1wt (Fig. 5A, compare bars 3 and 4).@(((:tag . "NN") (:stem . "cotransfection") (:form . "Cotransfection")\n (:end . 14) (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 17) (:start . 15)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 21) (:start . 18)\n (:id . 44))\n ((:tag . "NN") (:stem . "control") (:form . "control") (:end . 29)\n (:start . 22) (:id . 45))\n ((:tag . "NN") (:stem . "sirna") (:form . "siRNA") (:end . 35) (:start . 30)\n (:id . 46))\n ((:tag . "VBD") (:stem . "do") (:form . "did") (:end . 39) (:start . 36)\n (:id . 47))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 43) (:start . 40)\n (:id . 48))\n ((:tag . "VB") (:stem . "affect") (:form . "affect") (:end . 50)\n (:start . 44) (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 54) (:start . 51)\n (:id . 50))\n ((:tag . "JJ") (:stem . "ogt-mediated") (:form . "OGT-mediated") (:end . 67)\n (:start . 55) (:id . 51))\n ((:tag . "NN") (:stem . "inhibition") (:form . "inhibition") (:end . 78)\n (:start . 68) (:id . 52))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 81) (:start . 79)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 85) (:start . 82)\n (:id . 54))\n ((:tag . "NNP") (:stem . "LTR-Sp1wt") (:form . "LTR-Sp1wt") (:end . 95)\n (:start . 86) (:id . 55))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 97) (:start . 96)\n (:id . 56))\n ((:tag . "NNP") (:stem . "Fig.") (:form . "Fig.") (:end . 101) (:start . 97)\n (:id . 57))\n ((:tag . "NN") (:stem . "5a") (:form . "5A") (:end . 104) (:start . 102)\n (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 105) (:start . 104)\n (:id . 59))\n ((:tag . "NN") (:stem . "compare") (:form . "compare") (:end . 113)\n (:start . 106) (:id . 60))\n ((:tag . "NNS") (:stem . "bar") (:form . "bars") (:end . 118) (:start . 114)\n (:id . 61))\n ((:tag . "CD") (:stem . "3") (:form . "3") (:end . 120) (:start . 119)\n (:id . 62))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 124) (:start . 121)\n (:id . 63))\n ((:tag . "CD") (:stem . "4") (:form . "4") (:end . 126) (:start . 125)\n (:id . 64))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 127) (:start . 126)\n (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 128) (:start . 127)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s7.248) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502113@unknown@formal@none@1@S@Tat-mediated activation of the LTR-Sp1wt was less pronounced after knockdown of Sp1 (Fig. 5A, compare protein content-normalized relative light unit values given above bars 3 and 7).@(((:tag . "JJ") (:stem . "tat-mediated") (:form . "Tat-mediated") (:end . 12)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "activation") (:form . "activation") (:end . 23)\n (:start . 13) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 26) (:start . 24)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 30) (:start . 27)\n (:id . 45))\n ((:tag . "NNP") (:stem . "LTR-Sp1wt") (:form . "LTR-Sp1wt") (:end . 40)\n (:start . 31) (:id . 46))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 44) (:start . 41)\n (:id . 47))\n ((:tag . 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"3") (:end . 174) (:start . 173)\n (:id . 68))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 178) (:start . 175)\n (:id . 69))\n ((:tag . "CD") (:stem . "7") (:form . "7") (:end . 180) (:start . 179)\n (:id . 70))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 181) (:start . 180)\n (:id . 71))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 182) (:start . 181)\n (:id . 72)))@@@1@31@((:identifiers (:sid . :s7.249) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502114@unknown@formal@none@1@S@However, OGT clearly did not inhibit LTR-Sp1wt promoter activity under these conditions (Fig. 5A, compare bars 7 and 8).@(((:tag . "RB") (:stem . "however") (:form . "However") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "NNP") (:stem . "OGT") (:form . "OGT") (:end . 12) (:start . 9)\n (:id . 44))\n ((:tag . "RB") (:stem . 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"(") (:end . 89) (:start . 88)\n (:id . 55))\n ((:tag . "NNP") (:stem . "Fig.") (:form . "Fig.") (:end . 93) (:start . 89)\n (:id . 56))\n ((:tag . "NN") (:stem . "5a") (:form . "5A") (:end . 96) (:start . 94)\n (:id . 57))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 97) (:start . 96)\n (:id . 58))\n ((:tag . "NN") (:stem . "compare") (:form . "compare") (:end . 105)\n (:start . 98) (:id . 59))\n ((:tag . "NNS") (:stem . "bar") (:form . "bars") (:end . 110) (:start . 106)\n (:id . 60))\n ((:tag . "CD") (:stem . "7") (:form . "7") (:end . 112) (:start . 111)\n (:id . 61))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 116) (:start . 113)\n (:id . 62))\n ((:tag . "CD") (:stem . "8") (:form . "8") (:end . 118) (:start . 117)\n (:id . 63))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 119) (:start . 118)\n (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 120) (:start . 119)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s7.250) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502115@unknown@formal@none@1@S@The expression of OGT and Tat was not altered upon depletion of Sp1 expression (Fig. 5B).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 14)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 17) (:start . 15)\n (:id . 44))\n ((:tag . "NNP") (:stem . "OGT") (:form . "OGT") (:end . 21) (:start . 18)\n (:id . 45))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 25) (:start . 22)\n (:id . 46))\n ((:tag . "NNP") (:stem . "Tat") (:form . "Tat") (:end . 29) (:start . 26)\n (:id . 47))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 33) (:start . 30)\n (:id . 48))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 37) (:start . 34)\n (:id . 49))\n ((:tag . "VBN") (:stem . "alter") (:form . "altered") (:end . 45)\n (:start . 38) (:id . 50))\n ((:tag . "IN") (:stem . "upon") (:form . "upon") (:end . 50) (:start . 46)\n (:id . 51))\n ((:tag . "NN") (:stem . "depletion") (:form . "depletion") (:end . 60)\n (:start . 51) (:id . 52))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 63) (:start . 61)\n (:id . 53))\n ((:tag . "NN") (:stem . "sp1") (:form . "Sp1") (:end . 67) (:start . 64)\n (:id . 54))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 78)\n (:start . 68) (:id . 55))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 80) (:start . 79)\n (:id . 56))\n ((:tag . "NNP") (:stem . "Fig.") (:form . "Fig.") (:end . 84) (:start . 80)\n (:id . 57))\n ((:tag . "NN") (:stem . "5b") (:form . "5B") (:end . 87) (:start . 85)\n (:id . 58))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 88) (:start . 87)\n (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 89) (:start . 88)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s7.251) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502116@unknown@formal@none@1@S@Thus, in addition to the Sp1-binding sites, the presence of the Sp1 protein itself is also necessary for the OGT-mediated inhibition of the HIV-1 LTR activity.@(((:tag . "RB") (:stem . "thus") (:form . "Thus") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 5) (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 8) (:start . 6)\n (:id . 44))\n ((:tag . "NN") (:stem . "addition") (:form . "addition") (:end . 17)\n (:start . 9) (:id . 45))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 20) (:start . 18)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 24) (:start . 21)\n (:id . 47))\n ((:tag . "JJ") (:stem . "sp1-binding") (:form . "Sp1-binding") (:end . 36)\n (:start . 25) (:id . 48))\n ((:tag . "NNS") (:stem . "site") (:form . "sites") (:end . 42) (:start . 37)\n (:id . 49))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 43) (:start . 42)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 47) (:start . 44)\n (:id . 51))\n ((:tag . "NN") (:stem . "presence") (:form . "presence") (:end . 56)\n (:start . 48) (:id . 52))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 59) (:start . 57)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 63) (:start . 60)\n (:id . 54))\n ((:tag . "NN") (:stem . "sp1") (:form . "Sp1") (:end . 67) (:start . 64)\n (:id . 55))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 75)\n (:start . 68) (:id . 56))\n ((:tag . "PRP") (:stem . "itself") (:form . "itself") (:end . 82)\n (:start . 76) (:id . 57))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 85) (:start . 83)\n (:id . 58))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 90) (:start . 86)\n (:id . 59))\n ((:tag . "JJ") (:stem . "necessary") (:form . "necessary") (:end . 100)\n (:start . 91) (:id . 60))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 104) (:start . 101)\n (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 108) (:start . 105)\n (:id . 62))\n ((:tag . "JJ") (:stem . "ogt-mediated") (:form . "OGT-mediated") (:end . 121)\n (:start . 109) (:id . 63))\n ((:tag . "NN") (:stem . "inhibition") (:form . "inhibition") (:end . 132)\n (:start . 122) (:id . 64))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 135) (:start . 133)\n (:id . 65))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 139) (:start . 136)\n (:id . 66))\n ((:tag . "NNP") (:stem . "HIV-1") (:form . "HIV-1") (:end . 145)\n (:start . 140) (:id . 67))\n ((:tag . "NNP") (:stem . "LTR") (:form . "LTR") (:end . 149) (:start . 146)\n (:id . 68))\n ((:tag . "NN") (:stem . "activity") (:form . "activity") (:end . 158)\n (:start . 150) (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 159) (:start . 158)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s7.252) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502117@unknown@formal@none@1@S@Sp1 is crucial for the inhibitory effect of OGT on the HIV-1 LTR.@(((:tag . "NNP") (:stem . "Sp1") (:form . "Sp1") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 6) (:start . 4)\n (:id . 43))\n ((:tag . "JJ") (:stem . "crucial") (:form . "crucial") (:end . 14)\n (:start . 7) (:id . 44))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 18) (:start . 15)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 22) (:start . 19)\n (:id . 46))\n ((:tag . "JJ") (:stem . "inhibitory") (:form . "inhibitory") (:end . 33)\n (:start . 23) (:id . 47))\n ((:tag . "NN") (:stem . "effect") (:form . "effect") (:end . 40)\n (:start . 34) (:id . 48))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 43) (:start . 41)\n (:id . 49))\n ((:tag . "NNP") (:stem . "OGT") (:form . "OGT") (:end . 47) (:start . 44)\n (:id . 50))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 50) (:start . 48)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 54) (:start . 51)\n (:id . 52))\n ((:tag . "NNP") (:stem . "HIV-1") (:form . "HIV-1") (:end . 60) (:start . 55)\n (:id . 53))\n ((:tag . "NNP") (:stem . "LTR") (:form . "LTR") (:end . 64) (:start . 61)\n (:id . 54))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 65) (:start . 64)\n (:id . 55)))@@@1@14@((:identifiers (:sid . :s7.253) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502118@unknown@formal@none@1@S@(A) HIV-1 LTR activity was measured by luciferase assay after cotransfection of HEK 293T cells with an LTR-Sp1wt reporter construct along with Tat-and Sp1-encoding plasmids in the absence or presence of an OGT-encoding vector together with 10 nM control siRNA or an siRNA specifically targeting Sp1.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "a") (:form . "A") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "NNP") (:stem . "HIV-1") (:form . "HIV-1") (:end . 9) (:start . 4)\n (:id . 45))\n ((:tag . "NNP") (:stem . "LTR") (:form . "LTR") (:end . 13) (:start . 10)\n (:id . 46))\n ((:tag . "NN") (:stem . "activity") (:form . "activity") (:end . 22)\n (:start . 14) (:id . 47))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 26) (:start . 23)\n (:id . 48))\n ((:tag . "VBN") (:stem . "measure") (:form . "measured") (:end . 35)\n (:start . 27) (:id . 49))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 38) (:start . 36)\n (:id . 50))\n ((:tag . "NN") (:stem . "luciferase") (:form . "luciferase") (:end . 49)\n (:start . 39) (:id . 51))\n ((:tag . "NN") (:stem . "assay") (:form . "assay") (:end . 55) (:start . 50)\n (:id . 52))\n ((:tag . "IN") (:stem . "after") (:form . "after") (:end . 61) (:start . 56)\n (:id . 53))\n ((:tag . "NN") (:stem . "cotransfection") (:form . "cotransfection")\n (:end . 76) (:start . 62) (:id . 54))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 79) (:start . 77)\n (:id . 55))\n ((:tag . "NNP") (:stem . "HEK") (:form . "HEK") (:end . 83) (:start . 80)\n (:id . 56))\n ((:tag . "NN") (:stem . "293t") (:form . "293T") (:end . 88) (:start . 84)\n (:id . 57))\n ((:tag . "NNS") (:stem . "cell") (:form . "cells") (:end . 94) (:start . 89)\n (:id . 58))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 99) (:start . 95)\n (:id . 59))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 102) (:start . 100)\n (:id . 60))\n ((:tag . "NNP") (:stem . "LTR-Sp1wt") (:form . "LTR-Sp1wt") (:end . 112)\n (:start . 103) (:id . 61))\n ((:tag . "NN") (:stem . "reporter") (:form . "reporter") (:end . 121)\n (:start . 113) (:id . 62))\n ((:tag . "NN") (:stem . "construct") (:form . "construct") (:end . 131)\n (:start . 122) (:id . 63))\n ((:tag . "IN") (:stem . "along") (:form . "along") (:end . 137)\n (:start . 132) (:id . 64))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 142) (:start . 138)\n (:id . 65))\n ((:tag . "JJ") (:stem . "tat-and") (:form . "Tat-and") (:end . 150)\n (:start . 143) (:id . 66))\n ((:tag . "JJ") (:stem . "sp1-encoding") (:form . "Sp1-encoding") (:end . 163)\n (:start . 151) (:id . 67))\n ((:tag . "NNS") (:stem . "plasmid") (:form . "plasmids") (:end . 172)\n (:start . 164) (:id . 68))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 175) (:start . 173)\n (:id . 69))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 179) (:start . 176)\n (:id . 70))\n ((:tag . "NN") (:stem . "absence") (:form . "absence") (:end . 187)\n (:start . 180) (:id . 71))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 190) (:start . 188)\n (:id . 72))\n ((:tag . "NN") (:stem . "presence") (:form . "presence") (:end . 199)\n (:start . 191) (:id . 73))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 202) (:start . 200)\n (:id . 74))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 205) (:start . 203)\n (:id . 75))\n ((:tag . "JJ") (:stem . "ogt-encoding") (:form . "OGT-encoding") (:end . 218)\n (:start . 206) (:id . 76))\n ((:tag . "NN") (:stem . "vector") (:form . "vector") (:end . 225)\n (:start . 219) (:id . 77))\n ((:tag . "RB") (:stem . "together") (:form . "together") (:end . 234)\n (:start . 226) (:id . 78))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 239) (:start . 235)\n (:id . 79))\n ((:tag . "CD") (:stem . "10") (:form . "10") (:end . 242) (:start . 240)\n (:id . 80))\n ((:tag . "NN") (:stem . "nm") (:form . "nM") (:end . 245) (:start . 243)\n (:id . 81))\n ((:tag . "NN") (:stem . "control") (:form . "control") (:end . 253)\n (:start . 246) (:id . 82))\n ((:tag . "NNP") (:stem . "siRNA") (:form . "siRNA") (:end . 259)\n (:start . 254) (:id . 83))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 262) (:start . 260)\n (:id . 84))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 265) (:start . 263)\n (:id . 85))\n ((:tag . "NN") (:stem . "sirna") (:form . "siRNA") (:end . 271)\n (:start . 266) (:id . 86))\n ((:tag . "RB") (:stem . "specifically") (:form . "specifically") (:end . 284)\n (:start . 272) (:id . 87))\n ((:tag . "VBG") (:stem . "target") (:form . "targeting") (:end . 294)\n (:start . 285) (:id . 88))\n ((:tag . "NN") (:stem . "sp1") (:form . "Sp1") (:end . 298) (:start . 295)\n (:id . 89))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 299) (:start . 298)\n (:id . 90)))@@@1@49@((:identifiers (:sid . :s7.254) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502119@unknown@formal@none@1@S@Total DNA amount was adjusted with pcDNA4.@(((:tag . "JJ") (:stem . "total") (:form . "Total") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "DNA") (:form . "DNA") (:end . 9) (:start . 6)\n (:id . 43))\n ((:tag . "NN") (:stem . "amount") (:form . "amount") (:end . 16)\n (:start . 10) (:id . 44))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 20) (:start . 17)\n (:id . 45))\n ((:tag . "VBN") (:stem . "adjust") (:form . "adjusted") (:end . 29)\n (:start . 21) (:id . 46))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 34) (:start . 30)\n (:id . 47))\n ((:tag . "NN") (:stem . "pcdna4") (:form . "pcDNA4") (:end . 41)\n (:start . 35) (:id . 48))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 42) (:start . 41)\n (:id . 49)))@@@1@8@((:identifiers (:sid . :s7.255) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502120@unknown@formal@none@1@S@The relative light units normalized to the total protein content indicate the means ± standard deviations from triplicate determinations (values above the bars).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "relative") (:form . "relative") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "JJ") (:stem . "light") (:form . "light") (:end . 18) (:start . 13)\n (:id . 44))\n ((:tag . "NNS") (:stem . "unit") (:form . "units") (:end . 24) (:start . 19)\n (:id . 45))\n ((:tag . "VBN") (:stem . "normalize") (:form . "normalized") (:end . 35)\n (:start . 25) (:id . 46))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 38) (:start . 36)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 42) (:start . 39)\n (:id . 48))\n ((:tag . "JJ") (:stem . "total") (:form . "total") (:end . 48) (:start . 43)\n (:id . 49))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 56)\n (:start . 49) (:id . 50))\n ((:tag . "NN") (:stem . "content") (:form . "content") (:end . 64)\n (:start . 57) (:id . 51))\n ((:tag . "VBP") (:stem . "indicate") (:form . "indicate") (:end . 73)\n (:start . 65) (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 77) (:start . 74)\n (:id . 53))\n ((:tag . "NNS") (:stem . "mean") (:form . "means") (:end . 83) (:start . 78)\n (:id . 54))\n ((:tag . "VBP") (:stem . "±") (:form . "±") (:end . 85) (:start . 84)\n (:id . 55))\n ((:tag . "JJ") (:stem . "standard") (:form . "standard") (:end . 94)\n (:start . 86) (:id . 56))\n ((:tag . "NNS") (:stem . "deviation") (:form . "deviations") (:end . 105)\n (:start . 95) (:id . 57))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 110) (:start . 106)\n (:id . 58))\n ((:tag . "JJ") (:stem . "triplicate") (:form . "triplicate") (:end . 121)\n (:start . 111) (:id . 59))\n ((:tag . "NNS") (:stem . "determination") (:form . "determinations")\n (:end . 136) (:start . 122) (:id . 60))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 138) (:start . 137)\n (:id . 61))\n ((:tag . "NNS") (:stem . "value") (:form . "values") (:end . 144)\n (:start . 138) (:id . 62))\n ((:tag . "IN") (:stem . "above") (:form . "above") (:end . 150)\n (:start . 145) (:id . 63))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 154) (:start . 151)\n (:id . 64))\n ((:tag . "NNS") (:stem . "bar") (:form . "bars") (:end . 159) (:start . 155)\n (:id . 65))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 160) (:start . 159)\n (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 161) (:start . 160)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s7.256) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502121@unknown@formal@none@1@S@The results were normalized for each siRNA data set individually and are presented in terms of percentages of control (Tat- and Sp1-induced LTR-Sp1wt activity).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "result") (:form . "results") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 16) (:start . 12)\n (:id . 44))\n ((:tag . "VBN") (:stem . "normalize") (:form . "normalized") (:end . 27)\n (:start . 17) (:id . 45))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 31) (:start . 28)\n (:id . 46))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 36) (:start . 32)\n (:id . 47))\n ((:tag . "NN") (:stem . "sirna") (:form . "siRNA") (:end . 42) (:start . 37)\n (:id . 48))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 47) (:start . 43)\n (:id . 49))\n ((:tag . "VBP") (:stem . "set") (:form . "set") (:end . 51) (:start . 48)\n (:id . 50))\n ((:tag . "RB") (:stem . "individually") (:form . "individually") (:end . 64)\n (:start . 52) (:id . 51))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 68) (:start . 65)\n (:id . 52))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 72) (:start . 69)\n (:id . 53))\n ((:tag . "VBN") (:stem . "present") (:form . "presented") (:end . 82)\n (:start . 73) (:id . 54))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 85) (:start . 83)\n (:id . 55))\n ((:tag . "NNS") (:stem . "term") (:form . "terms") (:end . 91) (:start . 86)\n (:id . 56))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 94) (:start . 92)\n (:id . 57))\n ((:tag . "NNS") (:stem . "percentage") (:form . "percentages") (:end . 106)\n (:start . 95) (:id . 58))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 109) (:start . 107)\n (:id . 59))\n ((:tag . "NN") (:stem . "control") (:form . "control") (:end . 117)\n (:start . 110) (:id . 60))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 119) (:start . 118)\n (:id . 61))\n ((:tag . "JJ") (:stem . "tat-") (:form . "Tat-") (:end . 123) (:start . 119)\n (:id . 62))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 127) (:start . 124)\n (:id . 63))\n ((:tag . "JJ") (:stem . "sp1-induced") (:form . "Sp1-induced") (:end . 139)\n (:start . 128) (:id . 64))\n ((:tag . "NNP") (:stem . "LTR-Sp1wt") (:form . "LTR-Sp1wt") (:end . 149)\n (:start . 140) (:id . 65))\n ((:tag . "NN") (:stem . "activity") (:form . "activity") (:end . 158)\n (:start . 150) (:id . 66))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 159) (:start . 158)\n (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 160) (:start . 159)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s7.257) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502122@unknown@formal@none@1@S@P values are given for comparison with control: **, P ≤ 0.01; n.s., not significant.@(((:tag . "NN") (:stem . "p") (:form . "P") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "value") (:form . "values") (:end . 8) (:start . 2)\n (:id . 43))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 12) (:start . 9)\n (:id . 44))\n ((:tag . "VBN") (:stem . "give") (:form . "given") (:end . 18) (:start . 13)\n (:id . 45))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 22) (:start . 19)\n (:id . 46))\n ((:tag . "NN") (:stem . "comparison") (:form . "comparison") (:end . 33)\n (:start . 23) (:id . 47))\n ((:tag . "IN") (:stem . 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(:end . 86) (:start . 85)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s7.262) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502127@unknown@formal@none@1@S@Immunoprecipitation experiments demonstrated that O-GlcNAcylation of Sp1 was substantially increased when OGT was overexpressed (Fig. 6A, Sp1-IP).@(((:tag . "NNP") (:stem . "Immunoprecipitation")\n (:form . "Immunoprecipitation") (:end . 19) (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "experiment") (:form . "experiments") (:end . 31)\n (:start . 20) (:id . 43))\n ((:tag . "VBD") (:stem . "demonstrate") (:form . "demonstrated") (:end . 44)\n (:start . 32) (:id . 44))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 49) (:start . 45)\n (:id . 45))\n ((:tag . "NN") (:stem . "o-glcnacylation") (:form . "O-GlcNAcylation")\n (:end . 65) (:start . 50) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . 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"manner") (:end . 98)\n (:start . 92) (:id . 54))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 99) (:start . 98)\n (:id . 55)))@@@1@14@((:identifiers (:sid . :s7.265) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502130@unknown@formal@none@1@S@(A) HEK 293T cells were transfected with control vector (CV), Sp1, or Sp1- and OGT-expressing vectors.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "a") (:form . "A") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "NNP") (:stem . "HEK") (:form . "HEK") (:end . 7) (:start . 4)\n (:id . 45))\n ((:tag . "NN") (:stem . "293t") (:form . "293T") (:end . 12) (:start . 8)\n (:id . 46))\n ((:tag . "NNS") (:stem . "cell") (:form . "cells") (:end . 18) (:start . 13)\n (:id . 47))\n ((:tag . "VBD") (:stem . "be") (:form . 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"amount") (:end . 16)\n (:start . 10) (:id . 44))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 20) (:start . 17)\n (:id . 45))\n ((:tag . "VBN") (:stem . "adjust") (:form . "adjusted") (:end . 29)\n (:start . 21) (:id . 46))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 34) (:start . 30)\n (:id . 47))\n ((:tag . "NN") (:stem . "pcdna4") (:form . "pcDNA4") (:end . 41)\n (:start . 35) (:id . 48))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 42) (:start . 41)\n (:id . 49)))@@@1@8@((:identifiers (:sid . :s7.267) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502132@unknown@formal@none@1@S@Expression of transfected plasmids and O-GlcNAcylation were assessed via Western blotting of cell lysates (input).@(((:tag . "NN") (:stem . "expression") (:form . "Expression") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . 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"of") (:end . 92) (:start . 90)\n (:id . 53))\n ((:tag . "NN") (:stem . "cell") (:form . "cell") (:end . 97) (:start . 93)\n (:id . 54))\n ((:tag . "NNS") (:stem . "lysate") (:form . "lysates") (:end . 105)\n (:start . 98) (:id . 55))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 107) (:start . 106)\n (:id . 56))\n ((:tag . "NN") (:stem . "input") (:form . "input") (:end . 112)\n (:start . 107) (:id . 57))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 113) (:start . 112)\n (:id . 58))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 114) (:start . 113)\n (:id . 59)))@@@1@18@((:identifiers (:sid . :s7.268) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502133@unknown@formal@none@1@S@Immunoprecipitation of Sp1 (Sp1-IP) and O-GlcNAcylation of Sp1 were verified by Western blotting of Sp1-IPs with anti-Sp1 and anti-O-GlcNAc antibodies, respectively.@(((:tag . "NNP") (:stem . "Immunoprecipitation")\n (:form . "Immunoprecipitation") (:end . 19) (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 22) (:start . 20)\n (:id . 43))\n ((:tag . "NNP") (:stem . "Sp1") (:form . "Sp1") (:end . 26) (:start . 23)\n (:id . 44))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 28) (:start . 27)\n (:id . 45))\n ((:tag . "NNP") (:stem . "Sp1-IP") (:form . "Sp1-IP") (:end . 34)\n (:start . 28) (:id . 46))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 35) (:start . 34)\n (:id . 47))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 39) (:start . 36)\n (:id . 48))\n ((:tag . "NN") (:stem . "o-glcnacylation") (:form . "O-GlcNAcylation")\n (:end . 55) (:start . 40) (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 58) (:start . 56)\n (:id . 50))\n ((:tag . "NNP") (:stem . "Sp1") (:form . "Sp1") (:end . 62) (:start . 59)\n (:id . 51))\n ((:tag . "VBD") (:stem . "be") (:form . 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(:end . 182) (:start . 181)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s7.270) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502135@unknown@formal@none@1@S@(C) Luciferase activity of HEK 293T cells transiently cotransfected with the LTR-Sp1wt reporter construct along with Tat- and Sp1-encoding plasmids and increasing concentrations of an OGT-encoding vector (0.05 µg, 0.2 µg, and 1 µg).@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "C") (:form . "C") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "NNP") (:stem . "Luciferase") (:form . "Luciferase") (:end . 14)\n (:start . 4) (:id . 45))\n ((:tag . "NN") (:stem . "activity") (:form . "activity") (:end . 23)\n (:start . 15) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . 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"and") (:form . "and") (:end . 225) (:start . 222)\n (:id . 78))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 227) (:start . 226)\n (:id . 79))\n ((:tag . "NN") (:stem . "µg") (:form . "µg") (:end . 230) (:start . 228)\n (:id . 80))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 231) (:start . 230)\n (:id . 81))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 232) (:start . 231)\n (:id . 82)))@@@1@41@((:identifiers (:sid . :s7.271) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502136@unknown@formal@none@1@S@The total DNA amount in panels B and C was adjusted with pcDNA4.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "total") (:form . "total") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "dna") (:form . "DNA") (:end . 13) (:start . 10)\n (:id . 44))\n ((:tag . "NN") (:stem . "amount") (:form . 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"and") (:form . "and") (:end . 140) (:start . 137)\n (:id . 69))\n ((:tag . "JJ") (:stem . "sp1-induced") (:form . "Sp1-induced") (:end . 152)\n (:start . 141) (:id . 70))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 154) (:start . 153)\n (:id . 71))\n ((:tag . "NNP") (:stem . "C") (:form . "C") (:end . 155) (:start . 154)\n (:id . 72))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 156) (:start . 155)\n (:id . 73))\n ((:tag . "NN") (:stem . "promoter") (:form . "promoter") (:end . 165)\n (:start . 157) (:id . 74))\n ((:tag . "NN") (:stem . "activity") (:form . "activity") (:end . 174)\n (:start . 166) (:id . 75))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 175) (:start . 174)\n (:id . 76))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 176) (:start . 175)\n (:id . 77)))@@@1@36@((:identifiers (:sid . :s7.273) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502138@unknown@formal@none@1@S@The means ± standard deviations from triplicate determinations are indicated.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "mean") (:form . "means") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . "VBP") (:stem . "±") (:form . "±") (:end . 11) (:start . 10)\n (:id . 44))\n ((:tag . "JJ") (:stem . "standard") (:form . "standard") (:end . 20)\n (:start . 12) (:id . 45))\n ((:tag . "NNS") (:stem . "deviation") (:form . "deviations") (:end . 31)\n (:start . 21) (:id . 46))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 36) (:start . 32)\n (:id . 47))\n ((:tag . "JJ") (:stem . "triplicate") (:form . "triplicate") (:end . 47)\n (:start . 37) (:id . 48))\n ((:tag . "NNS") (:stem . "determination") (:form . "determinations")\n (:end . 62) (:start . 48) (:id . 49))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 66) (:start . 63)\n (:id . 50))\n ((:tag . "VBN") (:stem . "indicate") (:form . "indicated") (:end . 76)\n (:start . 67) (:id . 51))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 77) (:start . 76)\n (:id . 52)))@@@1@11@((:identifiers (:sid . :s7.274) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502139@unknown@formal@none@1@S@P values are given for comparison with control: n.s., not significant; *, P ≤ 0.05; **, P ≤ 0.@(((:tag . "NN") (:stem . "p") (:form . "P") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "value") (:form . "values") (:end . 8) (:start . 2)\n (:id . 43))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 12) (:start . 9)\n (:id . 44))\n ((:tag . "VBN") (:stem . "give") (:form . 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"*") (:form . "*") (:end . 72) (:start . 71)\n (:id . 56))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 73) (:start . 72)\n (:id . 57))\n ((:tag . "NN") (:stem . "p") (:form . "P") (:end . 75) (:start . 74)\n (:id . 58))\n ((:tag . "NNP") (:stem . "≤") (:form . "≤") (:end . 77) (:start . 76)\n (:id . 59))\n ((:tag . "CD") (:stem . "0.05") (:form . "0.05") (:end . 82) (:start . 78)\n (:id . 60))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 83) (:start . 82)\n (:id . 61))\n ((:tag . "SYM") (:stem . "**") (:form . "**") (:end . 86) (:start . 84)\n (:id . 62))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 87) (:start . 86)\n (:id . 63))\n ((:tag . "NN") (:stem . "p") (:form . "P") (:end . 89) (:start . 88)\n (:id . 64))\n ((:tag . "NNP") (:stem . "≤") (:form . "≤") (:end . 91) (:start . 90)\n (:id . 65))\n ((:tag . "CD") (:stem . "0") (:form . "0") (:end . 93) (:start . 92)\n (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 94) (:start . 93)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s7.275) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502140@unknown@formal@none@1@S@In order to determine whether O-GlcNAcylation of Sp1 inhibits solely HIV-1 LTR activity or transcription in general, luciferase reporter assays were performed using LTR-Sp1wt and an EF1α promoter construct.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "order") (:form . "order") (:end . 8) (:start . 3)\n (:id . 43))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "VB") (:stem . "determine") (:form . "determine") (:end . 21)\n (:start . 12) (:id . 45))\n ((:tag . "IN") (:stem . "whether") (:form . "whether") (:end . 29)\n (:start . 22) (:id . 46))\n ((:tag . "NN") (:stem . "o-glcnacylation") (:form . 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"in") (:end . 107) (:start . 105)\n (:id . 57))\n ((:tag . "JJ") (:stem . "general") (:form . "general") (:end . 115)\n (:start . 108) (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 116) (:start . 115)\n (:id . 59))\n ((:tag . "NN") (:stem . "luciferase") (:form . "luciferase") (:end . 127)\n (:start . 117) (:id . 60))\n ((:tag . "NN") (:stem . "reporter") (:form . "reporter") (:end . 136)\n (:start . 128) (:id . 61))\n ((:tag . "NNS") (:stem . "assay") (:form . "assays") (:end . 143)\n (:start . 137) (:id . 62))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 148) (:start . 144)\n (:id . 63))\n ((:tag . "VBN") (:stem . "perform") (:form . "performed") (:end . 158)\n (:start . 149) (:id . 64))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 164) (:start . 159)\n (:id . 65))\n ((:tag . "NNP") (:stem . "LTR-Sp1wt") (:form . "LTR-Sp1wt") (:end . 174)\n (:start . 165) (:id . 66))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 178) (:start . 175)\n (:id . 67))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 181) (:start . 179)\n (:id . 68))\n ((:tag . "NN") (:stem . "ef1α") (:form . "EF1α") (:end . 186) (:start . 182)\n (:id . 69))\n ((:tag . "NN") (:stem . "promoter") (:form . "promoter") (:end . 195)\n (:start . 187) (:id . 70))\n ((:tag . "NN") (:stem . "construct") (:form . "construct") (:end . 205)\n (:start . 196) (:id . 71))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 206) (:start . 205)\n (:id . 72)))@@@1@31@((:hcues ((:id . :x7.276.1) (:span 88 90)) ((:id . :x7.276.2) (:span 22 29)))\n (:hscopes ((:id . :x7.276.1) (:span 62 115))\n ((:id . :x7.276.2) (:span 22 115)))\n (:identifiers (:sid . :s7.276) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502141@unknown@formal@none@1@S@The latter triggers the expression of the housekeeping gene EF1α and harbors Sp1-binding sites.@(((:tag . "DT") (:stem . 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"and") (:end . 68) (:start . 65)\n (:id . 52))\n ((:tag . "VBZ") (:stem . "harbor") (:form . "harbors") (:end . 76)\n (:start . 69) (:id . 53))\n ((:tag . "JJ") (:stem . "sp1-binding") (:form . "Sp1-binding") (:end . 88)\n (:start . 77) (:id . 54))\n ((:tag . "NNS") (:stem . "site") (:form . "sites") (:end . 94) (:start . 89)\n (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 95) (:start . 94)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s7.277) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502142@unknown@formal@none@1@S@Unlike the LTR-Sp1wt promoter, the EF1α promoter has no TAR element.@(((:tag . "IN") (:stem . "unlike") (:form . "Unlike") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 10) (:start . 7)\n (:id . 43))\n ((:tag . "NNP") (:stem . "LTR-Sp1wt") (:form . "LTR-Sp1wt") (:end . 20)\n (:start . 11) (:id . 44))\n ((:tag . "NN") (:stem . 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(:end . 68) (:start . 67)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s7.278) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502143@unknown@formal@none@1@S@In order to ensure comparable induction levels, both reporter promoters were activated with Sp1 alone (Fig. 6B).@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "order") (:form . "order") (:end . 8) (:start . 3)\n (:id . 43))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "VB") (:stem . "ensure") (:form . "ensure") (:end . 18)\n (:start . 12) (:id . 45))\n ((:tag . "JJ") (:stem . "comparable") (:form . "comparable") (:end . 29)\n (:start . 19) (:id . 46))\n ((:tag . "NN") (:stem . "induction") (:form . "induction") (:end . 39)\n (:start . 30) (:id . 47))\n ((:tag . "NNS") (:stem . "level") (:form . 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"NNP") (:stem . "Fig.") (:form . "Fig.") (:end . 107) (:start . 103)\n (:id . 59))\n ((:tag . "NN") (:stem . "6b") (:form . "6B") (:end . 110) (:start . 108)\n (:id . 60))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 111) (:start . 110)\n (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 112) (:start . 111)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s7.279) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502144@unknown@formal@none@1@S@In agreement with the results above, overexpression of OGT significantly inhibited the Sp1-triggered expression of LTR-Sp1wt (Fig. 6B, LTR-Sp1wt).@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "agreement") (:form . "agreement") (:end . 12)\n (:start . 3) (:id . 43))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 17) (:start . 13)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 21) (:start . 18)\n (:id . 45))\n ((:tag . "NNS") (:stem . "result") (:form . "results") (:end . 29)\n (:start . 22) (:id . 46))\n ((:tag . "IN") (:stem . "above") (:form . "above") (:end . 35) (:start . 30)\n (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 36) (:start . 35)\n (:id . 48))\n ((:tag . "NN") (:stem . "overexpression") (:form . "overexpression")\n (:end . 51) (:start . 37) (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 54) (:start . 52)\n (:id . 50))\n ((:tag . "NNP") (:stem . "OGT") (:form . "OGT") (:end . 58) (:start . 55)\n (:id . 51))\n ((:tag . "RB") (:stem . "significantly") (:form . "significantly")\n (:end . 72) (:start . 59) (:id . 52))\n ((:tag . "VBD") (:stem . "inhibit") (:form . "inhibited") (:end . 82)\n (:start . 73) (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 86) (:start . 83)\n (:id . 54))\n ((:tag . "JJ") (:stem . "sp1-triggered") (:form . "Sp1-triggered")\n (:end . 100) (:start . 87) (:id . 55))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 111)\n (:start . 101) (:id . 56))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 114) (:start . 112)\n (:id . 57))\n ((:tag . "NNP") (:stem . "LTR-Sp1wt") (:form . "LTR-Sp1wt") (:end . 124)\n (:start . 115) (:id . 58))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 126) (:start . 125)\n (:id . 59))\n ((:tag . "NNP") (:stem . "Fig.") (:form . "Fig.") (:end . 130) (:start . 126)\n (:id . 60))\n ((:tag . "NN") (:stem . "6b") (:form . "6B") (:end . 133) (:start . 131)\n (:id . 61))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 134) (:start . 133)\n (:id . 62))\n ((:tag . "NNP") (:stem . "LTR-Sp1wt") (:form . "LTR-Sp1wt") (:end . 144)\n (:start . 135) (:id . 63))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 145) (:start . 144)\n (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 146) (:start . 145)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s7.280) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502145@unknown@formal@none@1@S@In contrast, the activity of the EF1α promoter was not repressed but significantly increased by OGT (Fig. 6B, EF1α), suggesting that OGT selectively inhibits the HIV-1 LTR promoter and does not generally repress Sp1-regulated gene expression.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "contrast") (:form . "contrast") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 16) (:start . 13)\n (:id . 45))\n ((:tag . "NN") (:stem . "activity") (:form . "activity") (:end . 25)\n (:start . 17) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . 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(:stem . ".") (:form . ".") (:end . 269) (:start . 268)\n (:id . 97)))@@@1@56@((:identifiers (:sid . :s7.310) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502175@unknown@formal@none@1@S@Staining of O-GlcNAc-modified proteins served as an additional control for the functionality of resOGT (Fig. 8B, middle panel).@(((:tag . "NN") (:stem . "staining") (:form . "Staining") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 11) (:start . 9)\n (:id . 43))\n ((:tag . "JJ") (:stem . "o-glcnac-modified") (:form . "O-GlcNAc-modified")\n (:end . 29) (:start . 12) (:id . 44))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 38)\n (:start . 30) (:id . 45))\n ((:tag . "VBD") (:stem . "serve") (:form . "served") (:end . 45)\n (:start . 39) (:id . 46))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 48) (:start . 46)\n (:id . 47))\n ((:tag . "DT") (:stem . 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"standard") (:form . "standard") (:end . 89)\n (:start . 81) (:id . 57))\n ((:tag . "NNS") (:stem . "deviation") (:form . "deviations") (:end . 100)\n (:start . 90) (:id . 58))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 105) (:start . 101)\n (:id . 59))\n ((:tag . "JJ") (:stem . "triplicate") (:form . "triplicate") (:end . 116)\n (:start . 106) (:id . 60))\n ((:tag . "NNS") (:stem . "determination") (:form . "determinations")\n (:end . 131) (:start . 117) (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 132) (:start . 131)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s7.320) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502185@unknown@formal@none@1@S@The results are presented in terms of percentages of control (Sp1-induced LTR activity).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "result") (:form . 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(:end . 216) (:start . 215)\n (:id . 87)))@@@1@46@((:identifiers (:sid . :s7.322) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502187@unknown@formal@none@1@S@Cotransfection of a control siRNA targeting GAPDH had no impact on the HIV-1 LTR activity (Fig. 8C, bars 7 and 8).@(((:tag . "NN") (:stem . "cotransfection") (:form . "Cotransfection")\n (:end . 14) (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 17) (:start . 15)\n (:id . 43))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 19) (:start . 18)\n (:id . 44))\n ((:tag . "NN") (:stem . "control") (:form . "control") (:end . 27)\n (:start . 20) (:id . 45))\n ((:tag . "NN") (:stem . "sirna") (:form . "siRNA") (:end . 33) (:start . 28)\n (:id . 46))\n ((:tag . "VBG") (:stem . "target") (:form . "targeting") (:end . 43)\n (:start . 34) (:id . 47))\n ((:tag . "NNP") (:stem . "GAPDH") (:form . 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(:end . 114) (:start . 113)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s7.323) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502188@unknown@formal@none@1@S@Knockdown of wtOGT restored the HIV-1 LTR activity (Fig. 8C, bar 9), whereas resOGT escaped silencing and was still able to suppress the promoter activity (Fig. 8C, bar 10).@(((:tag . "NNP") (:stem . "Knockdown") (:form . "Knockdown") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 12) (:start . 10)\n (:id . 43))\n ((:tag . "NN") (:stem . "wtogt") (:form . "wtOGT") (:end . 18) (:start . 13)\n (:id . 44))\n ((:tag . "VBD") (:stem . "restore") (:form . "restored") (:end . 27)\n (:start . 19) (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 31) (:start . 28)\n (:id . 46))\n ((:tag . "NNP") (:stem . "HIV-1") (:form . "HIV-1") (:end . 37) (:start . 32)\n (:id . 47))\n ((:tag . "NNP") (:stem . 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(:end . 173) (:start . 172)\n (:id . 78)))@@@1@37@((:identifiers (:sid . :s7.324) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502189@unknown@formal@none@1@S@These findings demonstrate that O-GlcNAcylation of Sp1 is required for the inhibition of the HIV-1 LTR promoter by OGT.@(((:tag . "DT") (:stem . "these") (:form . "These") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "finding") (:form . "findings") (:end . 14)\n (:start . 6) (:id . 43))\n ((:tag . "VBP") (:stem . "demonstrate") (:form . "demonstrate") (:end . 26)\n (:start . 15) (:id . 44))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 31) (:start . 27)\n (:id . 45))\n ((:tag . "NN") (:stem . "o-glcnacylation") (:form . "O-GlcNAcylation")\n (:end . 47) (:start . 32) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 50) (:start . 48)\n (:id . 47))\n ((:tag . "NNP") (:stem . "Sp1") (:form . 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(:end . 95) (:start . 94)\n (:id . 55)))@@@1@14@((:identifiers (:sid . :s7.326) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502191@unknown@formal@none@1@S@Thus, we aimed to investigate whether increased OGT expression prior to infection may amplify the inhibitory effects on HIV-1 transcription in lymphocytes.@(((:tag . "RB") (:stem . "thus") (:form . "Thus") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 5) (:start . 4) (:id . 43))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 8) (:start . 6)\n (:id . 44))\n ((:tag . "VBD") (:stem . "aim") (:form . "aimed") (:end . 14) (:start . 9)\n (:id . 45))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 17) (:start . 15)\n (:id . 46))\n ((:tag . "VB") (:stem . "investigate") (:form . "investigate") (:end . 29)\n (:start . 18) (:id . 47))\n ((:tag . "IN") (:stem . "whether") (:form . 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(:end . 76) (:start . 75)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s7.328) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502193@unknown@formal@none@1@S@Expression of recombinant OGT in selected clones was confirmed by RT-PCR (Fig. 9A).@(((:tag . "NN") (:stem . "expression") (:form . "Expression") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 13) (:start . 11)\n (:id . 43))\n ((:tag . "JJ") (:stem . "recombinant") (:form . "recombinant") (:end . 25)\n (:start . 14) (:id . 44))\n ((:tag . "NN") (:stem . "ogt") (:form . "OGT") (:end . 29) (:start . 26)\n (:id . 45))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 32) (:start . 30)\n (:id . 46))\n ((:tag . "VBN") (:stem . "select") (:form . "selected") (:end . 41)\n (:start . 33) (:id . 47))\n ((:tag . "NNS") (:stem . "clone") (:form . "clones") (:end . 48)\n (:start . 42) (:id . 48))\n ((:tag . "VBD") (:stem . 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(:end . 79) (:start . 78)\n (:id . 55)))@@@1@14@((:identifiers (:sid . :s7.332) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502197@unknown@formal@none@1@S@OGT overexpression prior to infection amplifies the inhibitory effect on HIV-1 replication.@(((:tag . "NNP") (:stem . "OGT") (:form . "OGT") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "overexpression") (:form . "overexpression")\n (:end . 18) (:start . 4) (:id . 43))\n ((:tag . "JJ") (:stem . "prior") (:form . "prior") (:end . 24) (:start . 19)\n (:id . 44))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 27) (:start . 25)\n (:id . 45))\n ((:tag . "NN") (:stem . "infection") (:form . "infection") (:end . 37)\n (:start . 28) (:id . 46))\n ((:tag . "VBZ") (:stem . "amplify") (:form . "amplifies") (:end . 47)\n (:start . 38) (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 51) (:start . 48)\n (:id . 48))\n ((:tag . 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"JJ") (:stem . "human") (:form . "human") (:end . 110)\n (:start . 105) (:id . 59))\n ((:tag . "JJ") (:stem . "primary") (:form . "primary") (:end . 118)\n (:start . 111) (:id . 60))\n ((:tag . "JJ") (:stem . "cd4+") (:form . "CD4+") (:end . 123) (:start . 119)\n (:id . 61))\n ((:tag . "NN") (:stem . "t") (:form . "T") (:end . 125) (:start . 124)\n (:id . 62))\n ((:tag . "NNS") (:stem . "lymphocyte") (:form . "lymphocytes") (:end . 137)\n (:start . 126) (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 138) (:start . 137)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s7.345) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502210@unknown@formal@none@1@S@This effect appeared to be mediated by the transcription factor Sp1, as supported by several lines of experimental evidence.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . 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",") (:end . 68) (:start . 67)\n (:id . 53))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 71) (:start . 69)\n (:id . 54))\n ((:tag . "VBN") (:stem . "support") (:form . "supported") (:end . 81)\n (:start . 72) (:id . 55))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 84) (:start . 82)\n (:id . 56))\n ((:tag . "JJ") (:stem . "several") (:form . "several") (:end . 92)\n (:start . 85) (:id . 57))\n ((:tag . "NNS") (:stem . "line") (:form . "lines") (:end . 98) (:start . 93)\n (:id . 58))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 101) (:start . 99)\n (:id . 59))\n ((:tag . "JJ") (:stem . "experimental") (:form . "experimental") (:end . 114)\n (:start . 102) (:id . 60))\n ((:tag . "NN") (:stem . "evidence") (:form . "evidence") (:end . 123)\n (:start . 115) (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 124) (:start . 123)\n (:id . 62)))@@@1@21@((:hcues ((:id . :x7.346.1) (:span 12 20)))\n (:hscopes ((:id . :x7.346.1) (:span 0 123)))\n (:identifiers (:sid . :s7.346) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502211@unknown@formal@none@1@S@First, we demonstrated that O- GlcNAc-mediated inhibition of HIV-1 transcription required the presence of Sp1-binding sites in the HIV-1 LTR promoter.@(((:tag . "RB") (:stem . "first") (:form . "First") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 6) (:start . 5) (:id . 43))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 9) (:start . 7)\n (:id . 44))\n ((:tag . "VBD") (:stem . "demonstrate") (:form . "demonstrated") (:end . 22)\n (:start . 10) (:id . 45))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 27) (:start . 23)\n (:id . 46))\n ((:tag . "NN") (:stem . "o-") (:form . "O-") (:end . 30) (:start . 28)\n (:id . 47))\n ((:tag . "JJ") (:stem . "glcnac-mediated") (:form . "GlcNAc-mediated")\n (:end . 46) (:start . 31) (:id . 48))\n ((:tag . "NN") (:stem . "inhibition") (:form . "inhibition") (:end . 57)\n (:start . 47) (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 60) (:start . 58)\n (:id . 50))\n ((:tag . "NNP") (:stem . "HIV-1") (:form . "HIV-1") (:end . 66) (:start . 61)\n (:id . 51))\n ((:tag . "NN") (:stem . "transcription") (:form . "transcription")\n (:end . 80) (:start . 67) (:id . 52))\n ((:tag . "VBD") (:stem . "require") (:form . "required") (:end . 89)\n (:start . 81) (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 93) (:start . 90)\n (:id . 54))\n ((:tag . "NN") (:stem . "presence") (:form . "presence") (:end . 102)\n (:start . 94) (:id . 55))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 105) (:start . 103)\n (:id . 56))\n ((:tag . "JJ") (:stem . "sp1-binding") (:form . "Sp1-binding") (:end . 117)\n (:start . 106) (:id . 57))\n ((:tag . "NNS") (:stem . "site") (:form . "sites") (:end . 123)\n (:start . 118) (:id . 58))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 126) (:start . 124)\n (:id . 59))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 130) (:start . 127)\n (:id . 60))\n ((:tag . "NNP") (:stem . "HIV-1") (:form . "HIV-1") (:end . 136)\n (:start . 131) (:id . 61))\n ((:tag . "NNP") (:stem . "LTR") (:form . "LTR") (:end . 140) (:start . 137)\n (:id . 62))\n ((:tag . "NN") (:stem . "promoter") (:form . "promoter") (:end . 149)\n (:start . 141) (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 150) (:start . 149)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s7.347) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502212@unknown@formal@none@1@S@The Sp1-binding sites are well conserved throughout the lentiviral HIV-1 LTRs (18), and mutation of one or more Sp1-binding sites in the basal HIV-1 LTR promoter leads to a strong delay in replication in human peripheral blood lymphocytes and in T-cell lines (45, 58).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "sp1-binding") (:form . "Sp1-binding") (:end . 15)\n (:start . 4) (:id . 43))\n ((:tag . "NNS") (:stem . "site") (:form . "sites") (:end . 21) (:start . 16)\n (:id . 44))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 25) (:start . 22)\n (:id . 45))\n ((:tag . "RB") (:stem . "well") (:form . "well") (:end . 30) (:start . 26)\n (:id . 46))\n ((:tag . "VBN") (:stem . "conserve") (:form . "conserved") (:end . 40)\n (:start . 31) (:id . 47))\n ((:tag . "IN") (:stem . "throughout") (:form . "throughout") (:end . 51)\n (:start . 41) (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 55) (:start . 52)\n (:id . 49))\n ((:tag . "JJ") (:stem . "lentiviral") (:form . "lentiviral") (:end . 66)\n (:start . 56) (:id . 50))\n ((:tag . "NNP") (:stem . "HIV-1") (:form . "HIV-1") (:end . 72) (:start . 67)\n (:id . 51))\n ((:tag . "NNP") (:stem . "LTR") (:form . "LTRs") (:end . 77) (:start . 73)\n (:id . 52))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 79) (:start . 78)\n (:id . 53))\n ((:tag . "CD") (:stem . "18") (:form . "18") (:end . 81) (:start . 79)\n (:id . 54))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 82) (:start . 81)\n (:id . 55))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 83) (:start . 82)\n (:id . 56))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 87) (:start . 84)\n (:id . 57))\n ((:tag . "NN") (:stem . "mutation") (:form . "mutation") (:end . 96)\n (:start . 88) (:id . 58))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 99) (:start . 97)\n (:id . 59))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 103) (:start . 100)\n (:id . 60))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 106) (:start . 104)\n (:id . 61))\n ((:tag . "JJR") (:stem . "more") (:form . "more") (:end . 111) (:start . 107)\n (:id . 62))\n ((:tag . "JJ") (:stem . "sp1-binding") (:form . "Sp1-binding") (:end . 123)\n (:start . 112) (:id . 63))\n ((:tag . "NNS") (:stem . "site") (:form . "sites") (:end . 129)\n (:start . 124) (:id . 64))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 132) (:start . 130)\n (:id . 65))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 136) (:start . 133)\n (:id . 66))\n ((:tag . "JJ") (:stem . "basal") (:form . "basal") (:end . 142)\n (:start . 137) (:id . 67))\n ((:tag . "NNP") (:stem . "HIV-1") (:form . "HIV-1") (:end . 148)\n (:start . 143) (:id . 68))\n ((:tag . "NNP") (:stem . "LTR") (:form . "LTR") (:end . 152) (:start . 149)\n (:id . 69))\n ((:tag . "NN") (:stem . "promoter") (:form . "promoter") (:end . 161)\n (:start . 153) (:id . 70))\n ((:tag . "VBZ") (:stem . "lead") (:form . "leads") (:end . 167)\n (:start . 162) (:id . 71))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 170) (:start . 168)\n (:id . 72))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 172) (:start . 171)\n (:id . 73))\n ((:tag . "JJ") (:stem . "strong") (:form . "strong") (:end . 179)\n (:start . 173) (:id . 74))\n ((:tag . "NN") (:stem . "delay") (:form . "delay") (:end . 185)\n (:start . 180) (:id . 75))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 188) (:start . 186)\n (:id . 76))\n ((:tag . "NN") (:stem . "replication") (:form . "replication") (:end . 200)\n (:start . 189) (:id . 77))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 203) (:start . 201)\n (:id . 78))\n ((:tag . "JJ") (:stem . "human") (:form . "human") (:end . 209)\n (:start . 204) (:id . 79))\n ((:tag . "JJ") (:stem . "peripheral") (:form . "peripheral") (:end . 220)\n (:start . 210) (:id . 80))\n ((:tag . "NN") (:stem . "blood") (:form . "blood") (:end . 226)\n (:start . 221) (:id . 81))\n ((:tag . "NNS") (:stem . "lymphocyte") (:form . "lymphocytes") (:end . 238)\n (:start . 227) (:id . 82))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 242) (:start . 239)\n (:id . 83))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 245) (:start . 243)\n (:id . 84))\n ((:tag . "NN") (:stem . "t-cell") (:form . "T-cell") (:end . 252)\n (:start . 246) (:id . 85))\n ((:tag . "NNS") (:stem . "line") (:form . "lines") (:end . 258)\n (:start . 253) (:id . 86))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 260) (:start . 259)\n (:id . 87))\n ((:tag . "CD") (:stem . "45") (:form . "45") (:end . 262) (:start . 260)\n (:id . 88))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 263) (:start . 262)\n (:id . 89))\n ((:tag . "CD") (:stem . "58") (:form . "58") (:end . 266) (:start . 264)\n (:id . 90))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 267) (:start . 266)\n (:id . 91))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 268) (:start . 267)\n (:id . 92)))@@@1@51@((:identifiers (:sid . :s7.348) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502213@unknown@formal@none@1@S@This is also reflected in our observations that mutation of the Sp1-binding sites decreases HIV-1 LTR activity in transiently and stably transfected cells.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 12) (:start . 8)\n (:id . 44))\n ((:tag . "VBN") (:stem . "reflect") (:form . "reflected") (:end . 22)\n (:start . 13) (:id . 45))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 25) (:start . 23)\n (:id . 46))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 29) (:start . 26)\n (:id . 47))\n ((:tag . "NNS") (:stem . "observation") (:form . "observations") (:end . 42)\n (:start . 30) (:id . 48))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 47) (:start . 43)\n (:id . 49))\n ((:tag . "NN") (:stem . "mutation") (:form . "mutation") (:end . 56)\n (:start . 48) (:id . 50))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 59) (:start . 57)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 63) (:start . 60)\n (:id . 52))\n ((:tag . "JJ") (:stem . "sp1-binding") (:form . "Sp1-binding") (:end . 75)\n (:start . 64) (:id . 53))\n ((:tag . "NNS") (:stem . "site") (:form . "sites") (:end . 81) (:start . 76)\n (:id . 54))\n ((:tag . "VBZ") (:stem . "decrease") (:form . "decreases") (:end . 91)\n (:start . 82) (:id . 55))\n ((:tag . "NNP") (:stem . "HIV-1") (:form . "HIV-1") (:end . 97) (:start . 92)\n (:id . 56))\n ((:tag . "NNP") (:stem . "LTR") (:form . "LTR") (:end . 101) (:start . 98)\n (:id . 57))\n ((:tag . "NN") (:stem . "activity") (:form . "activity") (:end . 110)\n (:start . 102) (:id . 58))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 113) (:start . 111)\n (:id . 59))\n ((:tag . "RB") (:stem . "transiently") (:form . "transiently") (:end . 125)\n (:start . 114) (:id . 60))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 129) (:start . 126)\n (:id . 61))\n ((:tag . "RB") (:stem . "stably") (:form . "stably") (:end . 136)\n (:start . 130) (:id . 62))\n ((:tag . "VBN") (:stem . "transfecte") (:form . "transfected") (:end . 148)\n (:start . 137) (:id . 63))\n ((:tag . "NNS") (:stem . "cell") (:form . "cells") (:end . 154)\n (:start . 149) (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 155) (:start . 154)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s7.349) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502214@unknown@formal@none@1@S@But although Sp1-mutated HIV-1 LTR activity was still measurable and inducible, no significant O-GlcNAc-mediated inhibition of promoter activity was observed.@(((:tag . "CC") (:stem . "but") (:form . "But") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "IN") (:stem . "although") (:form . "although") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "JJ") (:stem . "sp1-mutated") (:form . "Sp1-mutated") (:end . 24)\n (:start . 13) (:id . 44))\n ((:tag . "NNP") (:stem . "HIV-1") (:form . "HIV-1") (:end . 30) (:start . 25)\n (:id . 45))\n ((:tag . "NNP") (:stem . "LTR") (:form . "LTR") (:end . 34) (:start . 31)\n (:id . 46))\n ((:tag . "NN") (:stem . "activity") (:form . "activity") (:end . 43)\n (:start . 35) (:id . 47))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 47) (:start . 44)\n (:id . 48))\n ((:tag . "RB") (:stem . "still") (:form . "still") (:end . 53) (:start . 48)\n (:id . 49))\n ((:tag . "JJ") (:stem . "measurable") (:form . "measurable") (:end . 64)\n (:start . 54) (:id . 50))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 68) (:start . 65)\n (:id . 51))\n ((:tag . "JJ") (:stem . "inducible") (:form . "inducible") (:end . 78)\n (:start . 69) (:id . 52))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 79) (:start . 78)\n (:id . 53))\n ((:tag . "DT") (:stem . "no") (:form . "no") (:end . 82) (:start . 80)\n (:id . 54))\n ((:tag . "JJ") (:stem . "significant") (:form . "significant") (:end . 94)\n (:start . 83) (:id . 55))\n ((:tag . "JJ") (:stem . "o-glcnac-mediated") (:form . "O-GlcNAc-mediated")\n (:end . 112) (:start . 95) (:id . 56))\n ((:tag . "NN") (:stem . "inhibition") (:form . "inhibition") (:end . 123)\n (:start . 113) (:id . 57))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 126) (:start . 124)\n (:id . 58))\n ((:tag . "NN") (:stem . "promoter") (:form . "promoter") (:end . 135)\n (:start . 127) (:id . 59))\n ((:tag . "NN") (:stem . "activity") (:form . "activity") (:end . 144)\n (:start . 136) (:id . 60))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 148) (:start . 145)\n (:id . 61))\n ((:tag . "VBN") (:stem . "observe") (:form . "observed") (:end . 157)\n (:start . 149) (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 158) (:start . 157)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s7.350) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502215@unknown@formal@none@1@S@Second, the presence of the Sp1 protein was crucial for the inhibitory effect of O-GlcNAc on the HIV-1 LTR.@(((:tag . "RB") (:stem . "second") (:form . "Second") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 7) (:start . 6) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 11) (:start . 8)\n (:id . 44))\n ((:tag . "NN") (:stem . "presence") (:form . "presence") (:end . 20)\n (:start . 12) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 23) (:start . 21)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 27) (:start . 24)\n (:id . 47))\n ((:tag . "NN") (:stem . "sp1") (:form . "Sp1") (:end . 31) (:start . 28)\n (:id . 48))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 39)\n (:start . 32) (:id . 49))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 43) (:start . 40)\n (:id . 50))\n ((:tag . "JJ") (:stem . "crucial") (:form . "crucial") (:end . 51)\n (:start . 44) (:id . 51))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 55) (:start . 52)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 59) (:start . 56)\n (:id . 53))\n ((:tag . "JJ") (:stem . "inhibitory") (:form . "inhibitory") (:end . 70)\n (:start . 60) (:id . 54))\n ((:tag . "NN") (:stem . "effect") (:form . "effect") (:end . 77)\n (:start . 71) (:id . 55))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 80) (:start . 78)\n (:id . 56))\n ((:tag . "NNP") (:stem . "O-GlcNAc") (:form . "O-GlcNAc") (:end . 89)\n (:start . 81) (:id . 57))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 92) (:start . 90)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 96) (:start . 93)\n (:id . 59))\n ((:tag . "NNP") (:stem . "HIV-1") (:form . "HIV-1") (:end . 102)\n (:start . 97) (:id . 60))\n ((:tag . "NNP") (:stem . "LTR") (:form . "LTR") (:end . 106) (:start . 103)\n (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 107) (:start . 106)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s7.351) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502216@unknown@formal@none@1@S@Inhibition of Sp1 expression with siRNA completely abolished OGT-mediated inhibition of HIV-1 LTR activity.@(((:tag . "NNP") (:stem . "Inhibition") (:form . "Inhibition") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 13) (:start . 11)\n (:id . 43))\n ((:tag . "NN") (:stem . "sp1") (:form . "Sp1") (:end . 17) (:start . 14)\n (:id . 44))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 28)\n (:start . 18) (:id . 45))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 33) (:start . 29)\n (:id . 46))\n ((:tag . "NNP") (:stem . "siRNA") (:form . "siRNA") (:end . 39) (:start . 34)\n (:id . 47))\n ((:tag . "RB") (:stem . "completely") (:form . "completely") (:end . 50)\n (:start . 40) (:id . 48))\n ((:tag . "VBD") (:stem . "abolish") (:form . "abolished") (:end . 60)\n (:start . 51) (:id . 49))\n ((:tag . "JJ") (:stem . "ogt-mediated") (:form . "OGT-mediated") (:end . 73)\n (:start . 61) (:id . 50))\n ((:tag . "NN") (:stem . "inhibition") (:form . "inhibition") (:end . 84)\n (:start . 74) (:id . 51))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 87) (:start . 85)\n (:id . 52))\n ((:tag . "NNP") (:stem . "HIV-1") (:form . "HIV-1") (:end . 93) (:start . 88)\n (:id . 53))\n ((:tag . "NNP") (:stem . "LTR") (:form . "LTR") (:end . 97) (:start . 94)\n (:id . 54))\n ((:tag . "NN") (:stem . "activity") (:form . "activity") (:end . 106)\n (:start . 98) (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 107) (:start . 106)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s7.352) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502217@unknown@formal@none@1@S@Interestingly, although Sp1 is implicated in the activation of a large number of genes, depletion of the ubiquitous transcription factor did not induce cytotoxicity.@(((:tag . "RB") (:stem . "interestingly") (:form . "Interestingly")\n (:end . 13) (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 14) (:start . 13)\n (:id . 43))\n ((:tag . "IN") (:stem . "although") (:form . "although") (:end . 23)\n (:start . 15) (:id . 44))\n ((:tag . "NNP") (:stem . "Sp1") (:form . "Sp1") (:end . 27) (:start . 24)\n (:id . 45))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 30) (:start . 28)\n (:id . 46))\n ((:tag . "VBN") (:stem . "implicate") (:form . "implicated") (:end . 41)\n (:start . 31) (:id . 47))\n ((:tag . "IN") (:stem . 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"to") (:end . 13) (:start . 11)\n (:id . 45))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 16) (:start . 14)\n (:id . 46))\n ((:tag . "VBN") (:stem . "emphasize") (:form . "emphasized") (:end . 27)\n (:start . 17) (:id . 47))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 32) (:start . 28)\n (:id . 48))\n ((:tag . "NN") (:stem . "o-glcnacylation") (:form . "O-GlcNAcylation")\n (:end . 48) (:start . 33) (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 51) (:start . 49)\n (:id . 50))\n ((:tag . "NNP") (:stem . "Sp1") (:form . "Sp1") (:end . 55) (:start . 52)\n (:id . 51))\n ((:tag . "VBZ") (:stem . "do") (:form . "does") (:end . 60) (:start . 56)\n (:id . 52))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 64) (:start . 61)\n (:id . 53))\n ((:tag . "RB") (:stem . "generally") (:form . "generally") (:end . 74)\n (:start . 65) (:id . 54))\n ((:tag . "VB") (:stem . "inhibit") (:form . "inhibit") (:end . 82)\n (:start . 75) (:id . 55))\n ((:tag . "NN") (:stem . "transcription") (:form . "transcription")\n (:end . 96) (:start . 83) (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 97) (:start . 96)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s7.358) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502223@unknown@formal@none@1@S@We have shown here that the human EF1α promoter, which also contains Sp1-binding sites (55, 73, 75), is activated by O-GlcNAcylation of Sp1.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "VBN") (:stem . "show") (:form . "shown") (:end . 13) (:start . 8)\n (:id . 44))\n ((:tag . "RB") (:stem . "here") (:form . "here") (:end . 18) (:start . 14)\n (:id . 45))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 23) (:start . 19)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 27) (:start . 24)\n (:id . 47))\n ((:tag . "JJ") (:stem . "human") (:form . "human") (:end . 33) (:start . 28)\n (:id . 48))\n ((:tag . "NN") (:stem . "ef1α") (:form . "EF1α") (:end . 38) (:start . 34)\n (:id . 49))\n ((:tag . "NN") (:stem . "promoter") (:form . "promoter") (:end . 47)\n (:start . 39) (:id . 50))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 48) (:start . 47)\n (:id . 51))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 54) (:start . 49)\n (:id . 52))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 59) (:start . 55)\n (:id . 53))\n ((:tag . "VBZ") (:stem . "contain") (:form . "contains") (:end . 68)\n (:start . 60) (:id . 54))\n ((:tag . "JJ") (:stem . "sp1-binding") (:form . "Sp1-binding") (:end . 80)\n (:start . 69) (:id . 55))\n ((:tag . "NNS") (:stem . "site") (:form . "sites") (:end . 86) (:start . 81)\n (:id . 56))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 88) (:start . 87)\n (:id . 57))\n ((:tag . "CD") (:stem . "55") (:form . "55") (:end . 90) (:start . 88)\n (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 91) (:start . 90)\n (:id . 59))\n ((:tag . "CD") (:stem . "73") (:form . "73") (:end . 94) (:start . 92)\n (:id . 60))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 95) (:start . 94)\n (:id . 61))\n ((:tag . "CD") (:stem . "75") (:form . "75") (:end . 98) (:start . 96)\n (:id . 62))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 99) (:start . 98)\n (:id . 63))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 100) (:start . 99)\n (:id . 64))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 103) (:start . 101)\n (:id . 65))\n ((:tag . "VBN") (:stem . "activate") (:form . "activated") (:end . 113)\n (:start . 104) (:id . 66))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 116) (:start . 114)\n (:id . 67))\n ((:tag . "NN") (:stem . "o-glcnacylation") (:form . "O-GlcNAcylation")\n (:end . 132) (:start . 117) (:id . 68))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 135) (:start . 133)\n (:id . 69))\n ((:tag . "NNP") (:stem . "Sp1") (:form . "Sp1") (:end . 139) (:start . 136)\n (:id . 70))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 140) (:start . 139)\n (:id . 71)))@@@1@30@((:identifiers (:sid . :s7.359) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502224@unknown@formal@none@1@S@Additionally, others have shown that the expression of plasminogen activator inhibitor 1 (14, 19, 20), calmodulin (38), and argininosuccinate synthetase (6, 7) is also increased by Sp1 O-GlcNAcylation.@(((:tag . "RB") (:stem . "additionally") (:form . "Additionally") (:end . 12)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 13) (:start . 12)\n (:id . 43))\n ((:tag . "NNS") (:stem . "other") (:form . "others") (:end . 20)\n (:start . 14) (:id . 44))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 25) (:start . 21)\n (:id . 45))\n ((:tag . "VBN") (:stem . "show") (:form . "shown") (:end . 31) (:start . 26)\n (:id . 46))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 36) (:start . 32)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 40) (:start . 37)\n (:id . 48))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 51)\n (:start . 41) (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 54) (:start . 52)\n (:id . 50))\n ((:tag . "NN") (:stem . "plasminogen") (:form . "plasminogen") (:end . 66)\n (:start . 55) (:id . 51))\n ((:tag . "NN") (:stem . "activator") (:form . "activator") (:end . 76)\n (:start . 67) (:id . 52))\n ((:tag . "NN") (:stem . "inhibitor") (:form . "inhibitor") (:end . 86)\n (:start . 77) (:id . 53))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 88) (:start . 87)\n (:id . 54))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 90) (:start . 89)\n (:id . 55))\n ((:tag . "CD") (:stem . "14") (:form . "14") (:end . 92) (:start . 90)\n (:id . 56))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 93) (:start . 92)\n (:id . 57))\n ((:tag . "CD") (:stem . "19") (:form . "19") (:end . 96) (:start . 94)\n (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 97) (:start . 96)\n (:id . 59))\n ((:tag . "CD") (:stem . "20") (:form . "20") (:end . 100) (:start . 98)\n (:id . 60))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 101) (:start . 100)\n (:id . 61))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 102) (:start . 101)\n (:id . 62))\n ((:tag . "NN") (:stem . "calmodulin") (:form . "calmodulin") (:end . 113)\n (:start . 103) (:id . 63))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 115) (:start . 114)\n (:id . 64))\n ((:tag . "CD") (:stem . "38") (:form . "38") (:end . 117) (:start . 115)\n (:id . 65))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 118) (:start . 117)\n (:id . 66))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 119) (:start . 118)\n (:id . 67))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 123) (:start . 120)\n (:id . 68))\n ((:tag . "NN") (:stem . "argininosuccinate") (:form . "argininosuccinate")\n (:end . 141) (:start . 124) (:id . 69))\n ((:tag . "NN") (:stem . "synthetase") (:form . "synthetase") (:end . 152)\n (:start . 142) (:id . 70))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 154) (:start . 153)\n (:id . 71))\n ((:tag . "CD") (:stem . "6") (:form . "6") (:end . 155) (:start . 154)\n (:id . 72))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 156) (:start . 155)\n (:id . 73))\n ((:tag . "CD") (:stem . "7") (:form . "7") (:end . 158) (:start . 157)\n (:id . 74))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 159) (:start . 158)\n (:id . 75))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 162) (:start . 160)\n (:id . 76))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 167) (:start . 163)\n (:id . 77))\n ((:tag . "VBN") (:stem . "increase") (:form . "increased") (:end . 177)\n (:start . 168) (:id . 78))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 180) (:start . 178)\n (:id . 79))\n ((:tag . "NN") (:stem . "sp1") (:form . "Sp1") (:end . 184) (:start . 181)\n (:id . 80))\n ((:tag . "NN") (:stem . "o-glcnacylation") (:form . "O-GlcNAcylation")\n (:end . 200) (:start . 185) (:id . 81))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 201) (:start . 200)\n (:id . 82)))@@@1@41@((:identifiers (:sid . :s7.360) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502225@unknown@formal@none@1@S@Thus, O-GlcNAcylation of Sp1 differentially modulates gene expression.@(((:tag . "RB") (:stem . "thus") (:form . "Thus") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 5) (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "o-glcnacylation") (:form . "O-GlcNAcylation")\n (:end . 21) (:start . 6) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 24) (:start . 22)\n (:id . 45))\n ((:tag . "NNP") (:stem . "Sp1") (:form . "Sp1") (:end . 28) (:start . 25)\n (:id . 46))\n ((:tag . "RB") (:stem . "differentially") (:form . "differentially")\n (:end . 43) (:start . 29) (:id . 47))\n ((:tag . "VBZ") (:stem . "modulate") (:form . "modulates") (:end . 53)\n (:start . 44) (:id . 48))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 58) (:start . 54)\n (:id . 49))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 69)\n (:start . 59) (:id . 50))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 70) (:start . 69)\n (:id . 51)))@@@1@10@((:identifiers (:sid . :s7.361) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502226@unknown@formal@none@1@S@These differential effects may depend not only on the individual composition of the transcription complexes at different promoters but also on differential Sp1 O-GlcNAcylation patterns in different transcription complexes.@(((:tag . "DT") (:stem . "these") (:form . "These") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "differential") (:form . "differential") (:end . 18)\n (:start . 6) (:id . 43))\n ((:tag . "NNS") (:stem . "effect") (:form . "effects") (:end . 26)\n (:start . 19) (:id . 44))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 30) (:start . 27)\n (:id . 45))\n ((:tag . "VB") (:stem . "depend") (:form . "depend") (:end . 37)\n (:start . 31) (:id . 46))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 41) (:start . 38)\n (:id . 47))\n ((:tag . "RB") (:stem . "only") (:form . "only") (:end . 46) (:start . 42)\n (:id . 48))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 49) (:start . 47)\n (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 53) (:start . 50)\n (:id . 50))\n ((:tag . "JJ") (:stem . "individual") (:form . "individual") (:end . 64)\n (:start . 54) (:id . 51))\n ((:tag . "NN") (:stem . "composition") (:form . "composition") (:end . 76)\n (:start . 65) (:id . 52))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 79) (:start . 77)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 83) (:start . 80)\n (:id . 54))\n ((:tag . "NN") (:stem . "transcription") (:form . "transcription")\n (:end . 97) (:start . 84) (:id . 55))\n ((:tag . "NNS") (:stem . "complex") (:form . "complexes") (:end . 107)\n (:start . 98) (:id . 56))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 110) (:start . 108)\n (:id . 57))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 120)\n (:start . 111) (:id . 58))\n ((:tag . "NNS") (:stem . "promoter") (:form . "promoters") (:end . 130)\n (:start . 121) (:id . 59))\n ((:tag . "CC") (:stem . "but") (:form . "but") (:end . 134) (:start . 131)\n (:id . 60))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 139) (:start . 135)\n (:id . 61))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 142) (:start . 140)\n (:id . 62))\n ((:tag . "JJ") (:stem . "differential") (:form . "differential") (:end . 155)\n (:start . 143) (:id . 63))\n ((:tag . "NN") (:stem . "sp1") (:form . "Sp1") (:end . 159) (:start . 156)\n (:id . 64))\n ((:tag . "NN") (:stem . "o-glcnacylation") (:form . "O-GlcNAcylation")\n (:end . 175) (:start . 160) (:id . 65))\n ((:tag . "NNS") (:stem . "pattern") (:form . "patterns") (:end . 184)\n (:start . 176) (:id . 66))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 187) (:start . 185)\n (:id . 67))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 197)\n (:start . 188) (:id . 68))\n ((:tag . "NN") (:stem . "transcription") (:form . "transcription")\n (:end . 211) (:start . 198) (:id . 69))\n ((:tag . "NNS") (:stem . "complex") (:form . "complexes") (:end . 221)\n (:start . 212) (:id . 70))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 222) (:start . 221)\n (:id . 71)))@@@1@30@((:hcues ((:id . :x7.362.1) (:span 27 30)))\n (:hscopes ((:id . :x7.362.1) (:span 27 221)))\n (:identifiers (:sid . :s7.362) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502227@unknown@formal@none@1@S@The latter is supported by the fact that transcriptional corepressors recruit OGT to promoters (78), indicating that O-GlcNAcylation is modulated directly at the promoter site.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "latter") (:form . "latter") (:end . 10) (:start . 4)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 13) (:start . 11)\n (:id . 44))\n ((:tag . "VBN") (:stem . "support") (:form . "supported") (:end . 23)\n (:start . 14) (:id . 45))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 26) (:start . 24)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 30) (:start . 27)\n (:id . 47))\n ((:tag . "NN") (:stem . "fact") (:form . "fact") (:end . 35) (:start . 31)\n (:id . 48))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 40) (:start . 36)\n (:id . 49))\n ((:tag . "JJ") (:stem . "transcriptional") (:form . "transcriptional")\n (:end . 56) (:start . 41) (:id . 50))\n ((:tag . "NNS") (:stem . "corepressor") (:form . "corepressors") (:end . 69)\n (:start . 57) (:id . 51))\n ((:tag . "VBP") (:stem . "recruit") (:form . "recruit") (:end . 77)\n (:start . 70) (:id . 52))\n ((:tag . "NN") (:stem . "ogt") (:form . "OGT") (:end . 81) (:start . 78)\n (:id . 53))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 84) (:start . 82)\n (:id . 54))\n ((:tag . "NNS") (:stem . "promoter") (:form . "promoters") (:end . 94)\n (:start . 85) (:id . 55))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 96) (:start . 95)\n (:id . 56))\n ((:tag . "CD") (:stem . "78") (:form . "78") (:end . 98) (:start . 96)\n (:id . 57))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 99) (:start . 98)\n (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 100) (:start . 99)\n (:id . 59))\n ((:tag . "VBG") (:stem . "indicate") (:form . "indicating") (:end . 111)\n (:start . 101) (:id . 60))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 116) (:start . 112)\n (:id . 61))\n ((:tag . "NN") (:stem . "o-glcnacylation") (:form . "O-GlcNAcylation")\n (:end . 132) (:start . 117) (:id . 62))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 135) (:start . 133)\n (:id . 63))\n ((:tag . "VBN") (:stem . "modulate") (:form . "modulated") (:end . 145)\n (:start . 136) (:id . 64))\n ((:tag . "RB") (:stem . "directly") (:form . "directly") (:end . 154)\n (:start . 146) (:id . 65))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 157) (:start . 155)\n (:id . 66))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 161) (:start . 158)\n (:id . 67))\n ((:tag . "NN") (:stem . "promoter") (:form . "promoter") (:end . 170)\n (:start . 162) (:id . 68))\n ((:tag . "NN") (:stem . "site") (:form . "site") (:end . 175) (:start . 171)\n (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 176) (:start . 175)\n (:id . 70)))@@@1@29@((:hcues ((:id . :x7.363.1) (:span 101 116)))\n (:hscopes ((:id . :x7.363.1) (:span 101 175)))\n (:identifiers (:sid . :s7.363) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502228@unknown@formal@none@1@S@Furthermore, it has been shown that phosphorylation of distinct residues differentially regulates Sp1 activity (5, 10, 11).@(((:tag . "RB") (:stem . "furthermore") (:form . "Furthermore") (:end . 11)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 43))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 15) (:start . 13)\n (:id . 44))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 19) (:start . 16)\n (:id . 45))\n ((:tag . "VBN") (:stem . "be") (:form . "been") (:end . 24) (:start . 20)\n (:id . 46))\n ((:tag . "VBN") (:stem . "show") (:form . "shown") (:end . 30) (:start . 25)\n (:id . 47))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 35) (:start . 31)\n (:id . 48))\n ((:tag . "NN") (:stem . "phosphorylation") (:form . "phosphorylation")\n (:end . 51) (:start . 36) (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 54) (:start . 52)\n (:id . 50))\n ((:tag . "JJ") (:stem . "distinct") (:form . "distinct") (:end . 63)\n (:start . 55) (:id . 51))\n ((:tag . "NNS") (:stem . "residue") (:form . "residues") (:end . 72)\n (:start . 64) (:id . 52))\n ((:tag . "RB") (:stem . "differentially") (:form . "differentially")\n (:end . 87) (:start . 73) (:id . 53))\n ((:tag . "VBZ") (:stem . "regulate") (:form . "regulates") (:end . 97)\n (:start . 88) (:id . 54))\n ((:tag . "NN") (:stem . "sp1") (:form . "Sp1") (:end . 101) (:start . 98)\n (:id . 55))\n ((:tag . "NN") (:stem . "activity") (:form . "activity") (:end . 110)\n (:start . 102) (:id . 56))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 112) (:start . 111)\n (:id . 57))\n ((:tag . "CD") (:stem . "5") (:form . "5") (:end . 113) (:start . 112)\n (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 114) (:start . 113)\n (:id . 59))\n ((:tag . "CD") (:stem . "10") (:form . "10") (:end . 117) (:start . 115)\n (:id . 60))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 118) (:start . 117)\n (:id . 61))\n ((:tag . "CD") (:stem . "11") (:form . "11") (:end . 121) (:start . 119)\n (:id . 62))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 122) (:start . 121)\n (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 123) (:start . 122)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s7.364) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502229@unknown@formal@none@1@S@As O-GlcNAcylation appears to have a yin-yang relationship with phosphorylation, the same may apply for O-GlcNAcylation.@(((:tag . "IN") (:stem . 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(:end . 129) (:start . 128)\n (:id . 64)))@@@1@23@((:hcues ((:id . :x7.371.1) (:span 68 77)))\n (:hscopes ((:id . :x7.371.1) (:span 68 123)))\n (:identifiers (:sid . :s7.371) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502236@unknown@formal@none@1@S@However, the transcription of the wild-type HIV-1 LTR (LTR-κB-Sp1wt) containing both NF-κB- and Sp1-binding sites was inhibited by O-GlcNAcylation of Sp1.@(((:tag . "RB") (:stem . "however") (:form . "However") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 12) (:start . 9)\n (:id . 44))\n ((:tag . "NN") (:stem . "transcription") (:form . "transcription")\n (:end . 26) (:start . 13) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 29) (:start . 27)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . 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"JJ") (:stem . "sp1-binding") (:form . "Sp1-binding") (:end . 107)\n (:start . 96) (:id . 58))\n ((:tag . "NNS") (:stem . "site") (:form . "sites") (:end . 113)\n (:start . 108) (:id . 59))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 117) (:start . 114)\n (:id . 60))\n ((:tag . "VBN") (:stem . "inhibit") (:form . "inhibited") (:end . 127)\n (:start . 118) (:id . 61))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 130) (:start . 128)\n (:id . 62))\n ((:tag . "NN") (:stem . "o-glcnacylation") (:form . "O-GlcNAcylation")\n (:end . 146) (:start . 131) (:id . 63))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 149) (:start . 147)\n (:id . 64))\n ((:tag . "NNP") (:stem . "Sp1") (:form . "Sp1") (:end . 153) (:start . 150)\n (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 154) (:start . 153)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s7.372) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502237@unknown@formal@none@1@S@This indicates that O-GlcNAcylation of Sp1 inhibits the activity of the HIV-1 LTR in a dominant manner.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "indicate") (:form . "indicates") (:end . 14)\n (:start . 5) (:id . 43))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 19) (:start . 15)\n (:id . 44))\n ((:tag . "NN") (:stem . "o-glcnacylation") (:form . "O-GlcNAcylation")\n (:end . 35) (:start . 20) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 38) (:start . 36)\n (:id . 46))\n ((:tag . "NNP") (:stem . "Sp1") (:form . "Sp1") (:end . 42) (:start . 39)\n (:id . 47))\n ((:tag . "VBZ") (:stem . "inhibit") (:form . "inhibits") (:end . 51)\n (:start . 43) (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 55) (:start . 52)\n (:id . 49))\n ((:tag . "NN") (:stem . "activity") (:form . "activity") (:end . 64)\n (:start . 56) (:id . 50))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 67) (:start . 65)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 71) (:start . 68)\n (:id . 52))\n ((:tag . "NNP") (:stem . "HIV-1") (:form . "HIV-1") (:end . 77) (:start . 72)\n (:id . 53))\n ((:tag . "NNP") (:stem . "LTR") (:form . "LTR") (:end . 81) (:start . 78)\n (:id . 54))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 84) (:start . 82)\n (:id . 55))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 86) (:start . 85)\n (:id . 56))\n ((:tag . "JJ") (:stem . "dominant") (:form . "dominant") (:end . 95)\n (:start . 87) (:id . 57))\n ((:tag . "NN") (:stem . "manner") (:form . "manner") (:end . 102)\n (:start . 96) (:id . 58))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 103) (:start . 102)\n (:id . 59)))@@@1@18@((:hcues ((:id . :x7.373.1) (:span 5 19)))\n (:hscopes ((:id . :x7.373.1) (:span 5 102)))\n (:identifiers (:sid . :s7.373) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502238@unknown@formal@none@1@S@Unlike the NF-κB-binding sites, the Sp1-binding sites are well conserved throughout primate lentiviral LTRs (18, 79), suggesting a conserved regulation of Sp1-mediated gene transcription for lentiviral LTRs, which is probably dominant over NF-κB regulation.@(((:tag . "IN") (:stem . "unlike") (:form . "Unlike") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 10) (:start . 7)\n (:id . 43))\n ((:tag . "JJ") (:stem . "nf-κb-binding") (:form . "NF-κB-binding")\n (:end . 24) (:start . 11) (:id . 44))\n ((:tag . "NNS") (:stem . "site") (:form . "sites") (:end . 30) (:start . 25)\n (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 31) (:start . 30)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 35) (:start . 32)\n (:id . 47))\n ((:tag . "JJ") (:stem . "sp1-binding") (:form . "Sp1-binding") (:end . 47)\n (:start . 36) (:id . 48))\n ((:tag . "NNS") (:stem . "site") (:form . "sites") (:end . 53) (:start . 48)\n (:id . 49))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 57) (:start . 54)\n (:id . 50))\n ((:tag . "RB") (:stem . "well") (:form . "well") (:end . 62) (:start . 58)\n (:id . 51))\n ((:tag . "VBN") (:stem . "conserve") (:form . "conserved") (:end . 72)\n (:start . 63) (:id . 52))\n ((:tag . "IN") (:stem . "throughout") (:form . "throughout") (:end . 83)\n (:start . 73) (:id . 53))\n ((:tag . "JJ") (:stem . "primate") (:form . "primate") (:end . 91)\n (:start . 84) (:id . 54))\n ((:tag . "JJ") (:stem . "lentiviral") (:form . "lentiviral") (:end . 102)\n (:start . 92) (:id . 55))\n ((:tag . "NNS") (:stem . "ltr") (:form . "LTRs") (:end . 107) (:start . 103)\n (:id . 56))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 109) (:start . 108)\n (:id . 57))\n ((:tag . "CD") (:stem . "18") (:form . "18") (:end . 111) (:start . 109)\n (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 112) (:start . 111)\n (:id . 59))\n ((:tag . "CD") (:stem . "79") (:form . "79") (:end . 115) (:start . 113)\n (:id . 60))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 116) (:start . 115)\n (:id . 61))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 117) (:start . 116)\n (:id . 62))\n ((:tag . "VBG") (:stem . "suggest") (:form . "suggesting") (:end . 128)\n (:start . 118) (:id . 63))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 130) (:start . 129)\n (:id . 64))\n ((:tag . "VBN") (:stem . "conserve") (:form . "conserved") (:end . 140)\n (:start . 131) (:id . 65))\n ((:tag . "NN") (:stem . "regulation") (:form . "regulation") (:end . 151)\n (:start . 141) (:id . 66))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 154) (:start . 152)\n (:id . 67))\n ((:tag . "JJ") (:stem . "sp1-mediated") (:form . "Sp1-mediated") (:end . 167)\n (:start . 155) (:id . 68))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 172) (:start . 168)\n (:id . 69))\n ((:tag . "NN") (:stem . "transcription") (:form . "transcription")\n (:end . 186) (:start . 173) (:id . 70))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 190) (:start . 187)\n (:id . 71))\n ((:tag . "JJ") (:stem . "lentiviral") (:form . "lentiviral") (:end . 201)\n (:start . 191) (:id . 72))\n ((:tag . "NNS") (:stem . "ltr") (:form . "LTRs") (:end . 206) (:start . 202)\n (:id . 73))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 207) (:start . 206)\n (:id . 74))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 213)\n (:start . 208) (:id . 75))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 216) (:start . 214)\n (:id . 76))\n ((:tag . "RB") (:stem . "probably") (:form . "probably") (:end . 225)\n (:start . 217) (:id . 77))\n ((:tag . "JJ") (:stem . "dominant") (:form . "dominant") (:end . 234)\n (:start . 226) (:id . 78))\n ((:tag . "IN") (:stem . "over") (:form . "over") (:end . 239) (:start . 235)\n (:id . 79))\n ((:tag . "NNP") (:stem . "NF-κB") (:form . "NF-κB") (:end . 245)\n (:start . 240) (:id . 80))\n ((:tag . "NN") (:stem . "regulation") (:form . "regulation") (:end . 256)\n (:start . 246) (:id . 81))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 257) (:start . 256)\n (:id . 82)))@@@1@41@((:hcues ((:id . :x7.374.1) (:span 217 225))\n ((:id . :x7.374.2) (:span 118 128)))\n (:hscopes ((:id . :x7.374.1) (:span 217 256))\n ((:id . :x7.374.2) (:span 118 256)))\n (:identifiers (:sid . :s7.374) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502239@unknown@formal@none@1@S@Furthermore, the dominant effect of Sp1 over NF-κB might be attributed to the synergistic mode of action of both transcription factors on the HIV-1 LTR (59, 60).@(((:tag . "RB") (:stem . "furthermore") (:form . "Furthermore") (:end . 11)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 16) (:start . 13)\n (:id . 44))\n ((:tag . "JJ") (:stem . "dominant") (:form . "dominant") (:end . 25)\n (:start . 17) (:id . 45))\n ((:tag . "NN") (:stem . "effect") (:form . "effect") (:end . 32)\n (:start . 26) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 35) (:start . 33)\n (:id . 47))\n ((:tag . "NNP") (:stem . "Sp1") (:form . "Sp1") (:end . 39) (:start . 36)\n (:id . 48))\n ((:tag . "IN") (:stem . "over") (:form . "over") (:end . 44) (:start . 40)\n (:id . 49))\n ((:tag . "NNP") (:stem . "NF-κB") (:form . "NF-κB") (:end . 50) (:start . 45)\n (:id . 50))\n ((:tag . "MD") (:stem . "might") (:form . "might") (:end . 56) (:start . 51)\n (:id . 51))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 59) (:start . 57)\n (:id . 52))\n ((:tag . "VBN") (:stem . "attribute") (:form . "attributed") (:end . 70)\n (:start . 60) (:id . 53))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 73) (:start . 71)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 77) (:start . 74)\n (:id . 55))\n ((:tag . "JJ") (:stem . "synergistic") (:form . "synergistic") (:end . 89)\n (:start . 78) (:id . 56))\n ((:tag . "NN") (:stem . "mode") (:form . "mode") (:end . 94) (:start . 90)\n (:id . 57))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 97) (:start . 95)\n (:id . 58))\n ((:tag . "NN") (:stem . "action") (:form . "action") (:end . 104)\n (:start . 98) (:id . 59))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 107) (:start . 105)\n (:id . 60))\n ((:tag . "DT") (:stem . "both") (:form . "both") (:end . 112) (:start . 108)\n (:id . 61))\n ((:tag . "NN") (:stem . "transcription") (:form . "transcription")\n (:end . 126) (:start . 113) (:id . 62))\n ((:tag . "NNS") (:stem . "factor") (:form . "factors") (:end . 134)\n (:start . 127) (:id . 63))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 137) (:start . 135)\n (:id . 64))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 141) (:start . 138)\n (:id . 65))\n ((:tag . "NNP") (:stem . "HIV-1") (:form . "HIV-1") (:end . 147)\n (:start . 142) (:id . 66))\n ((:tag . "NNP") (:stem . "LTR") (:form . "LTR") (:end . 151) (:start . 148)\n (:id . 67))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 153) (:start . 152)\n (:id . 68))\n ((:tag . "CD") (:stem . "59") (:form . "59") (:end . 155) (:start . 153)\n (:id . 69))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 156) (:start . 155)\n (:id . 70))\n ((:tag . "CD") (:stem . "60") (:form . "60") (:end . 159) (:start . 157)\n (:id . 71))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 160) (:start . 159)\n (:id . 72))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 161) (:start . 160)\n (:id . 73)))@@@1@32@((:hcues ((:id . :x7.375.1) (:span 51 56)))\n (:hscopes ((:id . :x7.375.1) (:span 13 151)))\n (:identifiers (:sid . :s7.375) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502240@unknown@formal@none@1@S@A potential molecular mechanism for the dominant repressive effect of O-GlcNAcylated Sp1 on the HIV-1 LTR relies on the ability of Sp1 to recruit corepressors to the promoter.@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "potential") (:form . "potential") (:end . 11)\n (:start . 2) (:id . 43))\n ((:tag . "JJ") (:stem . "molecular") (:form . "molecular") (:end . 21)\n (:start . 12) (:id . 44))\n ((:tag . "NN") (:stem . "mechanism") (:form . "mechanism") (:end . 31)\n (:start . 22) (:id . 45))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 35) (:start . 32)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 39) (:start . 36)\n (:id . 47))\n ((:tag . "JJ") (:stem . "dominant") (:form . "dominant") (:end . 48)\n (:start . 40) (:id . 48))\n ((:tag . "JJ") (:stem . "repressive") (:form . "repressive") (:end . 59)\n (:start . 49) (:id . 49))\n ((:tag . "NN") (:stem . "effect") (:form . "effect") (:end . 66)\n (:start . 60) (:id . 50))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 69) (:start . 67)\n (:id . 51))\n ((:tag . "JJ") (:stem . "o-glcnacylated") (:form . "O-GlcNAcylated")\n (:end . 84) (:start . 70) (:id . 52))\n ((:tag . "NN") (:stem . "sp1") (:form . "Sp1") (:end . 88) (:start . 85)\n (:id . 53))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 91) (:start . 89)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 95) (:start . 92)\n (:id . 55))\n ((:tag . "NNP") (:stem . "HIV-1") (:form . "HIV-1") (:end . 101)\n (:start . 96) (:id . 56))\n ((:tag . "NNP") (:stem . "LTR") (:form . "LTR") (:end . 105) (:start . 102)\n (:id . 57))\n ((:tag . "VBZ") (:stem . "rely") (:form . "relies") (:end . 112)\n (:start . 106) (:id . 58))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 115) (:start . 113)\n (:id . 59))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 119) (:start . 116)\n (:id . 60))\n ((:tag . "NN") (:stem . "ability") (:form . "ability") (:end . 127)\n (:start . 120) (:id . 61))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 130) (:start . 128)\n (:id . 62))\n ((:tag . "NN") (:stem . "sp1") (:form . "Sp1") (:end . 134) (:start . 131)\n (:id . 63))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 137) (:start . 135)\n (:id . 64))\n ((:tag . "VB") (:stem . "recruit") (:form . "recruit") (:end . 145)\n (:start . 138) (:id . 65))\n ((:tag . "NNS") (:stem . "corepressor") (:form . "corepressors") (:end . 158)\n (:start . 146) (:id . 66))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 161) (:start . 159)\n (:id . 67))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 165) (:start . 162)\n (:id . 68))\n ((:tag . "NN") (:stem . "promoter") (:form . "promoter") (:end . 174)\n (:start . 166) (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 175) (:start . 174)\n (:id . 70)))@@@1@29@((:hcues ((:id . :x7.376.1) (:span 2 11)))\n (:hscopes ((:id . :x7.376.1) (:span 2 105)))\n (:identifiers (:sid . :s7.376) (:did . :pmc2663287) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502241@unknown@formal@none@1@S@It has been reported that Sp1 can act as an anchor site for a repressor complex consisting of histone deacetylases and mSin3a (82).@(((:tag . "PRP") (:stem . "it") (:form . "It") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "VBN") (:stem . "be") (:form . 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(:end . 277) (:start . 276)\n (:id . 81)))@@@1@40@((:hcues ((:id . :x8.7.1) (:span 241 246)))\n (:hscopes ((:id . :x8.7.1) (:span 241 276)))\n (:identifiers (:sid . :s8.7) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502259@unknown@formal@none@1@S@INTRODUCTION@(((:tag . "NN") (:stem . "introduction") (:form . "INTRODUCTION") (:end . 12)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s8.8) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5502260@unknown@formal@none@1@S@Huntington’s disease (HD) is an autosomal dominant, progressive neurodegenerative disorder characterized clinically by deteriorating choreic movements, psychiatric disturbances and cognitive deficits (Gusella and MacDonald, 1995; Martin and Gusella, 1986; Vonsattel et al., 1985).@(((:tag . "NNP") (:stem . "Huntington") (:form . 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"al.") (:form . "al.") (:end . 272) (:start . 269)\n (:id . 83))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 273) (:start . 272)\n (:id . 84))\n ((:tag . "CD") (:stem . "1985") (:form . "1985") (:end . 278) (:start . 274)\n (:id . 85))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 279) (:start . 278)\n (:id . 86))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 280) (:start . 279)\n (:id . 87)))@@@1@46@((:identifiers (:sid . :s8.9) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502261@unknown@formal@none@1@S@HD is caused by an abnormal expansion of a polyglutamine (polyQ) tract at the N-terminus of a large cytoplasmic protein, huntingtin (Htt) (The Huntington’s Disease Collaborative Research Group, 1993).@(((:tag . "NNP") (:stem . "HD") (:form . "HD") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 5) (:start . 3)\n (:id . 43))\n ((:tag . "VBN") (:stem . 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"2007") (:end . 200) (:start . 196)\n (:id . 77))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 201) (:start . 200)\n (:id . 78))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 202) (:start . 201)\n (:id . 79)))@@@1@38@((:hcues ((:id . :x8.23.1) (:span 104 112)))\n (:hscopes ((:id . :x8.23.1) (:span 104 178)))\n (:identifiers (:sid . :s8.23) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502275@unknown@formal@none@1@S@Currently, little is known about the normal biological function of wild-type Htt (Cattaneo et al., 2005).@(((:tag . "RB") (:stem . "currently") (:form . "Currently") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 10) (:start . 9)\n (:id . 43))\n ((:tag . "JJ") (:stem . "little") (:form . "little") (:end . 17)\n (:start . 11) (:id . 44))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 20) (:start . 18)\n (:id . 45))\n ((:tag . "VBN") (:stem . 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"Cattaneo") (:end . 90)\n (:start . 82) (:id . 56))\n ((:tag . "FW") (:stem . "et") (:form . "et") (:end . 93) (:start . 91)\n (:id . 57))\n ((:tag . "FW") (:stem . "al.") (:form . "al.") (:end . 97) (:start . 94)\n (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 98) (:start . 97)\n (:id . 59))\n ((:tag . "CD") (:stem . "2005") (:form . "2005") (:end . 103) (:start . 99)\n (:id . 60))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 104) (:start . 103)\n (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 105) (:start . 104)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s8.24) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502276@unknown@formal@none@1@S@Htt encodes a large cytoplasmic protein of 350 kDa.@(((:tag . "NNP") (:stem . "Htt") (:form . "Htt") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "encode") (:form . "encodes") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 13) (:start . 12)\n (:id . 44))\n ((:tag . "JJ") (:stem . "large") (:form . "large") (:end . 19) (:start . 14)\n (:id . 45))\n ((:tag . "JJ") (:stem . "cytoplasmic") (:form . "cytoplasmic") (:end . 31)\n (:start . 20) (:id . 46))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 39)\n (:start . 32) (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 42) (:start . 40)\n (:id . 48))\n ((:tag . "CD") (:stem . "350") (:form . "350") (:end . 46) (:start . 43)\n (:id . 49))\n ((:tag . "NN") (:stem . "kda") (:form . "kDa") (:end . 50) (:start . 47)\n (:id . 50))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 51) (:start . 50)\n (:id . 51)))@@@1@10@((:identifiers (:sid . :s8.25) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502277@unknown@formal@none@1@S@Structural analysis of Htt proteins identified the presence of many HEAT (huntingtin, elongation factor 3, the A subunit of protein phosphatase 2A and TOR1) repeats, which are approximately 40-amino acid (a.a.) long structural motifs, composed of two anti-parallel helices, of unknown function (Andrade and Bork, 1995).@(((:tag . "JJ") (:stem . "structural") (:form . "Structural") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "analysis") (:form . "analysis") (:end . 19)\n (:start . 11) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 22) (:start . 20)\n (:id . 44))\n ((:tag . "NNP") (:stem . "Htt") (:form . "Htt") (:end . 26) (:start . 23)\n (:id . 45))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 35)\n (:start . 27) (:id . 46))\n ((:tag . "VBD") (:stem . "identify") (:form . "identified") (:end . 46)\n (:start . 36) (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 50) (:start . 47)\n (:id . 48))\n ((:tag . "NN") (:stem . "presence") (:form . "presence") (:end . 59)\n (:start . 51) (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 62) (:start . 60)\n (:id . 50))\n ((:tag . "JJ") (:stem . "many") (:form . "many") (:end . 67) (:start . 63)\n (:id . 51))\n ((:tag . "NN") (:stem . "heat") (:form . "HEAT") (:end . 72) (:start . 68)\n (:id . 52))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 74) (:start . 73)\n (:id . 53))\n ((:tag . "NN") (:stem . "huntingtin") (:form . "huntingtin") (:end . 84)\n (:start . 74) (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 85) (:start . 84)\n (:id . 55))\n ((:tag . "NN") (:stem . "elongation") (:form . "elongation") (:end . 96)\n (:start . 86) (:id . 56))\n ((:tag . 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"(") (:end . 205) (:start . 204)\n (:id . 77))\n ((:tag . "NN") (:stem . "a.a.") (:form . "a.a.") (:end . 209) (:start . 205)\n (:id . 78))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 210) (:start . 209)\n (:id . 79))\n ((:tag . "JJ") (:stem . "long") (:form . "long") (:end . 215) (:start . 211)\n (:id . 80))\n ((:tag . "JJ") (:stem . "structural") (:form . "structural") (:end . 226)\n (:start . 216) (:id . 81))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 233)\n (:start . 227) (:id . 82))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 234) (:start . 233)\n (:id . 83))\n ((:tag . "VBN") (:stem . "compose") (:form . "composed") (:end . 243)\n (:start . 235) (:id . 84))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 246) (:start . 244)\n (:id . 85))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 250) (:start . 247)\n (:id . 86))\n ((:tag . "JJ") (:stem . "anti-parallel") (:form . "anti-parallel")\n (:end . 264) (:start . 251) (:id . 87))\n ((:tag . "NNS") (:stem . "helix") (:form . "helices") (:end . 272)\n (:start . 265) (:id . 88))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 273) (:start . 272)\n (:id . 89))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 276) (:start . 274)\n (:id . 90))\n ((:tag . "JJ") (:stem . "unknown") (:form . "unknown") (:end . 284)\n (:start . 277) (:id . 91))\n ((:tag . "NN") (:stem . "function") (:form . "function") (:end . 293)\n (:start . 285) (:id . 92))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 295) (:start . 294)\n (:id . 93))\n ((:tag . "NNP") (:stem . "Andrade") (:form . "Andrade") (:end . 302)\n (:start . 295) (:id . 94))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 306) (:start . 303)\n (:id . 95))\n ((:tag . "NNP") (:stem . "Bork") (:form . "Bork") (:end . 311) (:start . 307)\n (:id . 96))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 312) (:start . 311)\n (:id . 97))\n ((:tag . "CD") (:stem . "1995") (:form . "1995") (:end . 317) (:start . 313)\n (:id . 98))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 318) (:start . 317)\n (:id . 99))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 319) (:start . 318)\n (:id . 100)))@@@1@59@((:identifiers (:sid . :s8.26) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502278@unknown@formal@none@1@S@No other domains have been identified in Htt to suggest a biological function for the protein.@(((:tag . "DT") (:stem . "no") (:form . "No") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "other") (:form . "other") (:end . 8) (:start . 3)\n (:id . 43))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 16)\n (:start . 9) (:id . 44))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 21) (:start . 17)\n (:id . 45))\n ((:tag . "VBN") (:stem . "be") (:form . "been") (:end . 26) (:start . 22)\n (:id . 46))\n ((:tag . "VBN") (:stem . "identify") (:form . "identified") (:end . 37)\n (:start . 27) (:id . 47))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 40) (:start . 38)\n (:id . 48))\n ((:tag . "NNP") (:stem . "Htt") (:form . "Htt") (:end . 44) (:start . 41)\n (:id . 49))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 47) (:start . 45)\n (:id . 50))\n ((:tag . "VB") (:stem . "suggest") (:form . "suggest") (:end . 55)\n (:start . 48) (:id . 51))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 57) (:start . 56)\n (:id . 52))\n ((:tag . "JJ") (:stem . "biological") (:form . "biological") (:end . 68)\n (:start . 58) (:id . 53))\n ((:tag . "NN") (:stem . "function") (:form . "function") (:end . 77)\n (:start . 69) (:id . 54))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 81) (:start . 78)\n (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 85) (:start . 82)\n (:id . 56))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 93)\n (:start . 86) (:id . 57))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 94) (:start . 93)\n (:id . 58)))@@@1@17@((:hcues ((:id . :x8.27.1) (:span 48 55)))\n (:hscopes ((:id . :x8.27.1) (:span 48 93)))\n (:identifiers (:sid . :s8.27) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502279@unknown@formal@none@1@S@Functional studies in mammalian systems, mainly from protein interaction assays, have associated Htt with diverse cellular processes including: endocytosis; modulation of synapse structure and synaptic transmission; transcriptional regulation, especially of the brain-derived neurotrophic factor (BDNF) which is essential for the survival of the striatal neurons affected in HD; axonal transport of BDNF and vesicles; and apoptosis (Cattaneo et al., 2001; Cattaneo et al., 2005; Harjes and Wanker, 2003; Zuccato et al., 2001; Zuccato and Cattaneo, 2007).@(((:tag . "JJ") (:stem . "functional") (:form . "Functional") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "study") (:form . "studies") (:end . 18)\n (:start . 11) (:id . 43))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 21) (:start . 19)\n (:id . 44))\n ((:tag . "JJ") (:stem . "mammalian") (:form . "mammalian") (:end . 31)\n (:start . 22) (:id . 45))\n ((:tag . "NNS") (:stem . "system") (:form . "systems") (:end . 39)\n (:start . 32) (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 40) (:start . 39)\n (:id . 47))\n ((:tag . "RB") (:stem . "mainly") (:form . "mainly") (:end . 47)\n (:start . 41) (:id . 48))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 52) (:start . 48)\n (:id . 49))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 60)\n (:start . 53) (:id . 50))\n ((:tag . "NN") (:stem . "interaction") (:form . "interaction") (:end . 72)\n (:start . 61) (:id . 51))\n ((:tag . "NNS") (:stem . "assay") (:form . 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",") (:form . ",") (:end . 181) (:start . 180)\n (:id . 80))\n ((:tag . "CD") (:stem . "1999") (:form . "1999") (:end . 186) (:start . 182)\n (:id . 81))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 187) (:start . 186)\n (:id . 82))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 188) (:start . 187)\n (:id . 83)))@@@1@42@((:identifiers (:sid . :s8.32) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502284@unknown@formal@none@1@S@In addition to the sequence similarity, other shared features support the proposal that the Drosophila gene identified in the study by Li et al. is indeed the fly homolog of human Htt (Li et al., 1999).@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "addition") (:form . "addition") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 14) (:start . 12)\n (:id . 44))\n ((:tag . 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(:end . 202) (:start . 201)\n (:id . 82)))@@@1@41@((:hcues ((:id . :x8.33.1) (:span 74 82)))\n (:hscopes ((:id . :x8.33.1) (:span 74 183)))\n (:identifiers (:sid . :s8.33) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502285@unknown@formal@none@1@S@For example, in terms of the protein size, both the Drosophila and human Htt proteins are unusually large and contain 3583 and 3144 a.a. residues, respectively (Li et al., 1999).@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "example") (:form . "example") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 44))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 15) (:start . 13)\n (:id . 45))\n ((:tag . "NNS") (:stem . "term") (:form . "terms") (:end . 21) (:start . 16)\n (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . 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(:end . 107) (:start . 106)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s8.36) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502288@unknown@formal@none@1@S@Interestingly, although an HTT homolog exists in Drosophila, no HTT-like gene has been found in other less complex eukaryote species such as C. elegans or the yeast S. cerevisiae (Li et al., 1999).@(((:tag . "RB") (:stem . "interestingly") (:form . "Interestingly")\n (:end . 13) (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 14) (:start . 13)\n (:id . 43))\n ((:tag . "IN") (:stem . "although") (:form . "although") (:end . 23)\n (:start . 15) (:id . 44))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 26) (:start . 24)\n (:id . 45))\n ((:tag . "NNP") (:stem . "HTT") (:form . "HTT") (:end . 30) (:start . 27)\n (:id . 46))\n ((:tag . "NN") (:stem . "homolog") (:form . 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"or") (:end . 154) (:start . 152)\n (:id . 68))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 158) (:start . 155)\n (:id . 69))\n ((:tag . "NN") (:stem . "yeast") (:form . "yeast") (:end . 164)\n (:start . 159) (:id . 70))\n ((:tag . "FW") (:stem . "s.") (:form . "S.") (:end . 167) (:start . 165)\n (:id . 71))\n ((:tag . "FW") (:stem . "cerevisiae") (:form . "cerevisiae") (:end . 178)\n (:start . 168) (:id . 72))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 180) (:start . 179)\n (:id . 73))\n ((:tag . "FW") (:stem . "li") (:form . "Li") (:end . 182) (:start . 180)\n (:id . 74))\n ((:tag . "FW") (:stem . "et") (:form . "et") (:end . 185) (:start . 183)\n (:id . 75))\n ((:tag . "FW") (:stem . "al.") (:form . "al.") (:end . 189) (:start . 186)\n (:id . 76))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 190) (:start . 189)\n (:id . 77))\n ((:tag . "CD") (:stem . "1999") (:form . "1999") (:end . 195) (:start . 191)\n (:id . 78))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 196) (:start . 195)\n (:id . 79))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 197) (:start . 196)\n (:id . 80)))@@@1@39@((:identifiers (:sid . :s8.37) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502289@unknown@formal@none@1@S@Ubiquitous expression of dhtt in Drosophila.@(((:tag . "JJ") (:stem . "ubiquitous") (:form . "Ubiquitous") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 21)\n (:start . 11) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 24) (:start . 22)\n (:id . 44))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 29) (:start . 25)\n (:id . 45))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 32) (:start . 30)\n (:id . 46))\n ((:tag . "NNP") (:stem . "Drosophila") (:form . "Drosophila") (:end . 43)\n (:start . 33) (:id . 47))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 44) (:start . 43)\n (:id . 48)))@@@1@7@((:identifiers (:sid . :s8.38) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502290@unknown@formal@none@1@S@(A–F) dhtt is widely expressed at a low level during Drosophila development, as revealed by whole-mount in situ hybridization.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "A–F") (:form . "A–F") (:end . 4) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 5) (:start . 4) (:id . 44))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 10) (:start . 6)\n (:id . 45))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 13) (:start . 11)\n (:id . 46))\n ((:tag . "RB") (:stem . "widely") (:form . "widely") (:end . 20)\n (:start . 14) (:id . 47))\n ((:tag . "VBN") (:stem . "express") (:form . "expressed") (:end . 30)\n (:start . 21) (:id . 48))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 33) (:start . 31)\n (:id . 49))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 35) (:start . 34)\n (:id . 50))\n ((:tag . "JJ") (:stem . "low") (:form . "low") (:end . 39) (:start . 36)\n (:id . 51))\n ((:tag . "NN") (:stem . "level") (:form . "level") (:end . 45) (:start . 40)\n (:id . 52))\n ((:tag . "IN") (:stem . "during") (:form . "during") (:end . 52)\n (:start . 46) (:id . 53))\n ((:tag . "FW") (:stem . "drosophila") (:form . "Drosophila") (:end . 63)\n (:start . 53) (:id . 54))\n ((:tag . "NN") (:stem . "development") (:form . "development") (:end . 75)\n (:start . 64) (:id . 55))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 76) (:start . 75)\n (:id . 56))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 79) (:start . 77)\n (:id . 57))\n ((:tag . "VBN") (:stem . "reveal") (:form . "revealed") (:end . 88)\n (:start . 80) (:id . 58))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 91) (:start . 89)\n (:id . 59))\n ((:tag . "JJ") (:stem . "whole-mount") (:form . "whole-mount") (:end . 103)\n (:start . 92) (:id . 60))\n ((:tag . "FW") (:stem . "in") (:form . "in") (:end . 106) (:start . 104)\n (:id . 61))\n ((:tag . "FW") (:stem . "situ") (:form . "situ") (:end . 111) (:start . 107)\n (:id . 62))\n ((:tag . "NN") (:stem . "hybridization") (:form . "hybridization")\n (:end . 125) (:start . 112) (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 126) (:start . 125)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s8.39) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502291@unknown@formal@none@1@S@(A,B) Stage 15 Drosophila embryos stained with digoxigenin (DIG)-labeled dhtt antisense probes revealed the low-level and ubiquitous expression of the dhtt transcript (A); control embryos at the corresponding stage, which were stained with dhtt sense probes, showed only minimal background signals (B).@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "A,B") (:form . "A,B") (:end . 4) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 5) (:start . 4) (:id . 44))\n ((:tag . "NNP") (:stem . "Stage") (:form . "Stage") (:end . 11) (:start . 6)\n (:id . 45))\n ((:tag . "CD") (:stem . "15") (:form . "15") (:end . 14) (:start . 12)\n (:id . 46))\n ((:tag . "NNP") (:stem . 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"NN") (:stem . "side") (:form . "side") (:end . 67) (:start . 63)\n (:id . 54))\n ((:tag . "RP") (:stem . "up") (:form . "up") (:end . 70) (:start . 68)\n (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 71) (:start . 70)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s8.41) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502293@unknown@formal@none@1@S@(C–F) Third instar larval tissues hybridized with dhtt antisense probes.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "C–F") (:form . "C–F") (:end . 4) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 5) (:start . 4) (:id . 44))\n ((:tag . "JJ") (:stem . "third") (:form . "Third") (:end . 11) (:start . 6)\n (:id . 45))\n ((:tag . "IN") (:stem . "instar") (:form . "instar") (:end . 18)\n (:start . 12) (:id . 46))\n ((:tag . "JJ") (:stem . "larval") (:form . 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(:end . 72) (:start . 71)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s8.42) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502294@unknown@formal@none@1@S@Low-level and ubiquitous dhtt expression was observed in the brain (C), wing and leg (D) and eye imaginal discs (E).@(((:tag . "JJ") (:stem . "low-level") (:form . "Low-level") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 13) (:start . 10)\n (:id . 43))\n ((:tag . "JJ") (:stem . "ubiquitous") (:form . "ubiquitous") (:end . 24)\n (:start . 14) (:id . 44))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 29) (:start . 25)\n (:id . 45))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 40)\n (:start . 30) (:id . 46))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 44) (:start . 41)\n (:id . 47))\n ((:tag . "VBN") (:stem . "observe") (:form . 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(:end . 116) (:start . 115)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s8.43) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502295@unknown@formal@none@1@S@(F) A negative in situ control – an eye imaginal disc from a dhtt deletion mutant stained in parallel – showed only minimal background signals.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "f") (:form . "F") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "DT") (:stem . "a") (:form . "A") (:end . 5) (:start . 4)\n (:id . 45))\n ((:tag . "JJ") (:stem . "negative") (:form . "negative") (:end . 14)\n (:start . 6) (:id . 46))\n ((:tag . "FW") (:stem . "in") (:form . "in") (:end . 17) (:start . 15)\n (:id . 47))\n ((:tag . "FW") (:stem . "situ") (:form . "situ") (:end . 22) (:start . 18)\n (:id . 48))\n ((:tag . 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(:end . 143) (:start . 142)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s8.44) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502296@unknown@formal@none@1@S@(G–K) The dHtt protein predominantly localizes to the cytoplasm.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "G–K") (:form . "G–K") (:end . 4) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 5) (:start . 4) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "The") (:end . 9) (:start . 6)\n (:id . 45))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dHtt") (:end . 14) (:start . 10)\n (:id . 46))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 22)\n (:start . 15) (:id . 47))\n ((:tag . "RB") (:stem . "predominantly") (:form . "predominantly")\n (:end . 36) (:start . 23) (:id . 48))\n ((:tag . "VBZ") (:stem . "localize") (:form . "localizes") (:end . 46)\n (:start . 37) (:id . 49))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 49) (:start . 47)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 53) (:start . 50)\n (:id . 51))\n ((:tag . "NN") (:stem . "cytoplasm") (:form . "cytoplasm") (:end . 63)\n (:start . 54) (:id . 52))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 64) (:start . 63)\n (:id . 53)))@@@1@12@((:identifiers (:sid . :s8.45) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502297@unknown@formal@none@1@S@(G,H) In transfected Drosophila S2 cells, ectopically expressed dHtt protein (green) was found predominantly in the cytoplasm; it was also found on cellular protrusions, but was mostly excluded from the nucleus.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "G,H") (:form . "G,H") (:end . 4) (:start . 1)\n (:id . 43))\n ((:tag . 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"mostly") (:end . 184)\n (:start . 178) (:id . 75))\n ((:tag . "VBN") (:stem . "exclude") (:form . "excluded") (:end . 193)\n (:start . 185) (:id . 76))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 198) (:start . 194)\n (:id . 77))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 202) (:start . 199)\n (:id . 78))\n ((:tag . "NN") (:stem . "nucleus") (:form . "nucleus") (:end . 210)\n (:start . 203) (:id . 79))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 211) (:start . 210)\n (:id . 80)))@@@1@39@((:identifiers (:sid . :s8.46) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502298@unknown@formal@none@1@S@(G) Overlaying images of the S2 cells co-stained with phalloidin (red), which detects F–actin, and the DNA dye DAPI (blue) reveal the overall cell morphology and the cell nuclei, respectively.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . 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"DNA") (:end . 106) (:start . 103)\n (:id . 64))\n ((:tag . "NN") (:stem . "dye") (:form . "dye") (:end . 110) (:start . 107)\n (:id . 65))\n ((:tag . "NNP") (:stem . "DAPI") (:form . "DAPI") (:end . 115) (:start . 111)\n (:id . 66))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 117) (:start . 116)\n (:id . 67))\n ((:tag . "NN") (:stem . "blue") (:form . "blue") (:end . 121) (:start . 117)\n (:id . 68))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 122) (:start . 121)\n (:id . 69))\n ((:tag . "VBP") (:stem . "reveal") (:form . "reveal") (:end . 129)\n (:start . 123) (:id . 70))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 133) (:start . 130)\n (:id . 71))\n ((:tag . "JJ") (:stem . "overall") (:form . "overall") (:end . 141)\n (:start . 134) (:id . 72))\n ((:tag . "NN") (:stem . "cell") (:form . "cell") (:end . 146) (:start . 142)\n (:id . 73))\n ((:tag . "NN") (:stem . "morphology") (:form . "morphology") (:end . 157)\n (:start . 147) (:id . 74))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 161) (:start . 158)\n (:id . 75))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 165) (:start . 162)\n (:id . 76))\n ((:tag . "NN") (:stem . "cell") (:form . "cell") (:end . 170) (:start . 166)\n (:id . 77))\n ((:tag . "NNS") (:stem . "nucleus") (:form . "nuclei") (:end . 177)\n (:start . 171) (:id . 78))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 178) (:start . 177)\n (:id . 79))\n ((:tag . "RB") (:stem . "respectively") (:form . "respectively") (:end . 191)\n (:start . 179) (:id . 80))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 192) (:start . 191)\n (:id . 81)))@@@1@40@((:identifiers (:sid . :s8.47) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502299@unknown@formal@none@1@S@(I–K) Cytoplasmic localization of the dHtt protein (green) ectopically expressed in Drosophila third instar larval imaginal disc tissues.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "I–K") (:form . "I–K") (:end . 4) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 5) (:start . 4) (:id . 44))\n ((:tag . "JJ") (:stem . "cytoplasmic") (:form . "Cytoplasmic") (:end . 17)\n (:start . 6) (:id . 45))\n ((:tag . "NN") (:stem . "localization") (:form . "localization") (:end . 30)\n (:start . 18) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 33) (:start . 31)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 37) (:start . 34)\n (:id . 48))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dHtt") (:end . 42) (:start . 38)\n (:id . 49))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 50)\n (:start . 43) (:id . 50))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 52) (:start . 51)\n (:id . 51))\n ((:tag . "NN") (:stem . "green") (:form . "green") (:end . 57) (:start . 52)\n (:id . 52))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 58) (:start . 57)\n (:id . 53))\n ((:tag . "RB") (:stem . "ectopically") (:form . "ectopically") (:end . 70)\n (:start . 59) (:id . 54))\n ((:tag . "VBN") (:stem . "express") (:form . "expressed") (:end . 80)\n (:start . 71) (:id . 55))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 83) (:start . 81)\n (:id . 56))\n ((:tag . "FW") (:stem . "drosophila") (:form . "Drosophila") (:end . 94)\n (:start . 84) (:id . 57))\n ((:tag . "JJ") (:stem . "third") (:form . "third") (:end . 100) (:start . 95)\n (:id . 58))\n ((:tag . "NN") (:stem . "instar") (:form . "instar") (:end . 107)\n (:start . 101) (:id . 59))\n ((:tag . "JJ") (:stem . "larval") (:form . "larval") (:end . 114)\n (:start . 108) (:id . 60))\n ((:tag . "JJ") (:stem . "imaginal") (:form . "imaginal") (:end . 123)\n (:start . 115) (:id . 61))\n ((:tag . "NN") (:stem . "disc") (:form . "disc") (:end . 128) (:start . 124)\n (:id . 62))\n ((:tag . "NNS") (:stem . "tissue") (:form . "tissues") (:end . 136)\n (:start . 129) (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 137) (:start . 136)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s8.48) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502300@unknown@formal@none@1@S@(I) The anti-dHtt antibody can recognize overexpressed dHtt in the patched expression domain driven by patched-Gal4 and shows the characteristic striped dHtt expression pattern in the middle of the wing and leg imaginal discs.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "LS") (:stem . "i") (:form . "I") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "The") (:end . 7) (:start . 4)\n (:id . 45))\n ((:tag . "JJ") (:stem . "anti-dhtt") (:form . "anti-dHtt") (:end . 17)\n (:start . 8) (:id . 46))\n ((:tag . "NN") (:stem . "antibody") (:form . "antibody") (:end . 26)\n (:start . 18) (:id . 47))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 30) (:start . 27)\n (:id . 48))\n ((:tag . "VB") (:stem . "recognize") (:form . "recognize") (:end . 40)\n (:start . 31) (:id . 49))\n ((:tag . "JJ") (:stem . "overexpressed") (:form . "overexpressed")\n (:end . 54) (:start . 41) (:id . 50))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dHtt") (:end . 59) (:start . 55)\n (:id . 51))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 62) (:start . 60)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 66) (:start . 63)\n (:id . 53))\n ((:tag . "VBN") (:stem . "patch") (:form . "patched") (:end . 74)\n (:start . 67) (:id . 54))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 85)\n (:start . 75) (:id . 55))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 92)\n (:start . 86) (:id . 56))\n ((:tag . "VBN") (:stem . "drive") (:form . 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(:stem . ".") (:form . ".") (:end . 226) (:start . 225)\n (:id . 78)))@@@1@37@((:identifiers (:sid . :s8.49) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502301@unknown@formal@none@1@S@Genotype: patched-Gal4/+>UAS-dhtt/+.@(((:tag . "NNP") (:stem . "Genotype") (:form . "Genotype") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 9) (:start . 8) (:id . 43))\n ((:tag . "CD") (:stem . "patched-Gal4/+>UAS-dhtt/+")\n (:form . "patched-Gal4/+>UAS-dhtt/+") (:end . 35) (:start . 10) (:id . 44))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 36) (:start . 35)\n (:id . 45)))@@@1@4@((:identifiers (:sid . :s8.50) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502302@unknown@formal@none@1@S@(J,K) High-magnification view of an eye imaginal disc with ectopically expressed dHtt protein [green (J)], which shows a mainly cytoplasmic localization.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "J,K") (:form . "J,K") (:end . 4) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 5) (:start . 4) (:id . 44))\n ((:tag . "JJ") (:stem . "high-magnification") (:form . "High-magnification")\n (:end . 24) (:start . 6) (:id . 45))\n ((:tag . "NN") (:stem . "view") (:form . "view") (:end . 29) (:start . 25)\n (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 32) (:start . 30)\n (:id . 47))\n ((:tag . "DT") (:stem . "an") (:form . 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(:end . 211) (:start . 210)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s8.55) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502307@unknown@formal@none@1@S@Further, as fly models of HD have been well-established, this model allows an in vivo examination of the function of endogenous Htt in HD pathogenesis (Marsh and Thompson, 2006; Steffan et al., 2001).@(((:tag . "RB") (:stem . "further") (:form . "Further") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "JJ") (:stem . "fly") (:form . "fly") (:end . 15) (:start . 12)\n (:id . 45))\n ((:tag . "NNS") (:stem . "model") (:form . "models") (:end . 22)\n (:start . 16) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 25) (:start . 23)\n (:id . 47))\n ((:tag . "NNP") (:stem . 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(:stem . ".") (:form . ".") (:end . 83) (:start . 82)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s8.57) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502309@unknown@formal@none@1@S@Further, we examine how the removal of endogenous dhtt affects several cellular processes that have previously been implicated with Htt, and test how the loss of endogenous dhtt affects the pathogenesis associated with an established Drosophila model of polyQ toxicity (HD-Q93).@(((:tag . "RB") (:stem . "further") (:form . "Further") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "VBP") (:stem . "examine") (:form . "examine") (:end . 19)\n (:start . 12) (:id . 45))\n ((:tag . "WRB") (:stem . "how") (:form . "how") (:end . 23) (:start . 20)\n (:id . 46))\n ((:tag . 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"have") (:end . 99) (:start . 95)\n (:id . 57))\n ((:tag . "RB") (:stem . "previously") (:form . "previously") (:end . 110)\n (:start . 100) (:id . 58))\n ((:tag . "VBN") (:stem . "be") (:form . "been") (:end . 115) (:start . 111)\n (:id . 59))\n ((:tag . "VBN") (:stem . "implicate") (:form . "implicated") (:end . 126)\n (:start . 116) (:id . 60))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 131) (:start . 127)\n (:id . 61))\n ((:tag . "NNP") (:stem . "Htt") (:form . "Htt") (:end . 135) (:start . 132)\n (:id . 62))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 136) (:start . 135)\n (:id . 63))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 140) (:start . 137)\n (:id . 64))\n ((:tag . "NN") (:stem . "test") (:form . "test") (:end . 145) (:start . 141)\n (:id . 65))\n ((:tag . "WRB") (:stem . "how") (:form . "how") (:end . 149) (:start . 146)\n (:id . 66))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 153) (:start . 150)\n (:id . 67))\n ((:tag . "NN") (:stem . "loss") (:form . "loss") (:end . 158) (:start . 154)\n (:id . 68))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 161) (:start . 159)\n (:id . 69))\n ((:tag . "JJ") (:stem . "endogenous") (:form . "endogenous") (:end . 172)\n (:start . 162) (:id . 70))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 177) (:start . 173)\n (:id . 71))\n ((:tag . "VBZ") (:stem . "affect") (:form . "affects") (:end . 185)\n (:start . 178) (:id . 72))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 189) (:start . 186)\n (:id . 73))\n ((:tag . "NN") (:stem . "pathogenesis") (:form . "pathogenesis") (:end . 202)\n (:start . 190) (:id . 74))\n ((:tag . "VBN") (:stem . "associate") (:form . "associated") (:end . 213)\n (:start . 203) (:id . 75))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 218) (:start . 214)\n (:id . 76))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 221) (:start . 219)\n (:id . 77))\n ((:tag . "VBN") (:stem . "establish") (:form . "established") (:end . 233)\n (:start . 222) (:id . 78))\n ((:tag . "NNP") (:stem . "Drosophila") (:form . "Drosophila") (:end . 244)\n (:start . 234) (:id . 79))\n ((:tag . "NN") (:stem . "model") (:form . "model") (:end . 250)\n (:start . 245) (:id . 80))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 253) (:start . 251)\n (:id . 81))\n ((:tag . "NN") (:stem . "polyq") (:form . "polyQ") (:end . 259)\n (:start . 254) (:id . 82))\n ((:tag . "NN") (:stem . "toxicity") (:form . "toxicity") (:end . 268)\n (:start . 260) (:id . 83))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 270) (:start . 269)\n (:id . 84))\n ((:tag . "NNP") (:stem . "HD-Q93") (:form . "HD-Q93") (:end . 276)\n (:start . 270) (:id . 85))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 277) (:start . 276)\n (:id . 86))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 278) (:start . 277)\n (:id . 87)))@@@1@46@((:identifiers (:sid . :s8.58) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502310@unknown@formal@none@1@S@RESULTS@(((:tag . "NNS") (:stem . "results") (:form . "RESULTS") (:end . 7)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s8.59) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5502311@unknown@formal@none@1@S@HEAT repeats in dHtt@(((:tag . "NN") (:stem . "heat") (:form . "HEAT") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "repeat") (:form . "repeats") (:end . 12)\n (:start . 5) (:id . 43))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 15) (:start . 13)\n (:id . 44))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dHtt") (:end . 20) (:start . 16)\n (:id . 45)))@@@1@4@((:identifiers (:sid . :s8.60) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5502312@unknown@formal@none@1@S@Considering the limited sequence homology between mammalian and fly Htt, it is important to examine the extent of the structural similarity between these proteins.@(((:tag . "VBG") (:stem . "consider") (:form . "Considering") (:end . 11)\n (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 15) (:start . 12)\n (:id . 43))\n ((:tag . "VBN") (:stem . "limit") (:form . "limited") (:end . 23)\n (:start . 16) (:id . 44))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 32)\n (:start . 24) (:id . 45))\n ((:tag . "NN") (:stem . "homology") (:form . "homology") (:end . 41)\n (:start . 33) (:id . 46))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 49)\n (:start . 42) (:id . 47))\n ((:tag . "JJ") (:stem . "mammalian") (:form . "mammalian") (:end . 59)\n (:start . 50) (:id . 48))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 63) (:start . 60)\n (:id . 49))\n ((:tag . "JJ") (:stem . "fly") (:form . "fly") (:end . 67) (:start . 64)\n (:id . 50))\n ((:tag . "NNP") (:stem . "Htt") (:form . "Htt") (:end . 71) (:start . 68)\n (:id . 51))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 72) (:start . 71)\n (:id . 52))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 75) (:start . 73)\n (:id . 53))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 78) (:start . 76)\n (:id . 54))\n ((:tag . "JJ") (:stem . "important") (:form . "important") (:end . 88)\n (:start . 79) (:id . 55))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 91) (:start . 89)\n (:id . 56))\n ((:tag . "VB") (:stem . "examine") (:form . "examine") (:end . 99)\n (:start . 92) (:id . 57))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 103) (:start . 100)\n (:id . 58))\n ((:tag . "NN") (:stem . "extent") (:form . "extent") (:end . 110)\n (:start . 104) (:id . 59))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 113) (:start . 111)\n (:id . 60))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 117) (:start . 114)\n (:id . 61))\n ((:tag . "JJ") (:stem . "structural") (:form . "structural") (:end . 128)\n (:start . 118) (:id . 62))\n ((:tag . "NN") (:stem . "similarity") (:form . "similarity") (:end . 139)\n (:start . 129) (:id . 63))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 147)\n (:start . 140) (:id . 64))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 153)\n (:start . 148) (:id . 65))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 162)\n (:start . 154) (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 163) (:start . 162)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s8.61) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502313@unknown@formal@none@1@S@In the Htt family proteins, the HEAT repeat is the only identifiable structural motif (Andrade and Bork, 1995; Cattaneo et al., 2005).@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "NNP") (:stem . "Htt") (:form . "Htt") (:end . 10) (:start . 7)\n (:id . 44))\n ((:tag . "NN") (:stem . "family") (:form . "family") (:end . 17)\n (:start . 11) (:id . 45))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 26)\n (:start . 18) (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 27) (:start . 26)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 31) (:start . 28)\n (:id . 48))\n ((:tag . "NN") (:stem . "heat") (:form . "HEAT") (:end . 36) (:start . 32)\n (:id . 49))\n ((:tag . "NN") (:stem . "repeat") (:form . "repeat") (:end . 43)\n (:start . 37) (:id . 50))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 46) (:start . 44)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 50) (:start . 47)\n (:id . 52))\n ((:tag . "RB") (:stem . "only") (:form . "only") (:end . 55) (:start . 51)\n (:id . 53))\n ((:tag . "JJ") (:stem . "identifiable") (:form . "identifiable") (:end . 68)\n (:start . 56) (:id . 54))\n ((:tag . "JJ") (:stem . "structural") (:form . "structural") (:end . 79)\n (:start . 69) (:id . 55))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 85) (:start . 80)\n (:id . 56))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 87) (:start . 86)\n (:id . 57))\n ((:tag . "NNP") (:stem . "Andrade") (:form . "Andrade") (:end . 94)\n (:start . 87) (:id . 58))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 98) (:start . 95)\n (:id . 59))\n ((:tag . "NNP") (:stem . "Bork") (:form . "Bork") (:end . 103) (:start . 99)\n (:id . 60))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 104) (:start . 103)\n (:id . 61))\n ((:tag . "CD") (:stem . "1995") (:form . "1995") (:end . 109) (:start . 105)\n (:id . 62))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 110) (:start . 109)\n (:id . 63))\n ((:tag . "NNP") (:stem . "Cattaneo") (:form . "Cattaneo") (:end . 119)\n (:start . 111) (:id . 64))\n ((:tag . "FW") (:stem . "et") (:form . "et") (:end . 122) (:start . 120)\n (:id . 65))\n ((:tag . "FW") (:stem . "al.") (:form . "al.") (:end . 126) (:start . 123)\n (:id . 66))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 127) (:start . 126)\n (:id . 67))\n ((:tag . "CD") (:stem . "2005") (:form . "2005") (:end . 132) (:start . 128)\n (:id . 68))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 133) (:start . 132)\n (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 134) (:start . 133)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s8.62) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502314@unknown@formal@none@1@S@A previous phylogenetic study identified 16 HEAT repeats in human Htt and, notably, 14 of these 16 repeats were also found in insect Htt proteins including dHtt (Tartari et al., 2008).@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "previous") (:form . "previous") (:end . 10)\n (:start . 2) (:id . 43))\n ((:tag . "JJ") (:stem . "phylogenetic") (:form . "phylogenetic") (:end . 23)\n (:start . 11) (:id . 44))\n ((:tag . "NN") (:stem . "study") (:form . "study") (:end . 29) (:start . 24)\n (:id . 45))\n ((:tag . "VBD") (:stem . "identify") (:form . "identified") (:end . 40)\n (:start . 30) (:id . 46))\n ((:tag . "CD") (:stem . "16") (:form . "16") (:end . 43) (:start . 41)\n (:id . 47))\n ((:tag . "NN") (:stem . "heat") (:form . "HEAT") (:end . 48) (:start . 44)\n (:id . 48))\n ((:tag . "NNS") (:stem . "repeat") (:form . "repeats") (:end . 56)\n (:start . 49) (:id . 49))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 59) (:start . 57)\n (:id . 50))\n ((:tag . "JJ") (:stem . "human") (:form . "human") (:end . 65) (:start . 60)\n (:id . 51))\n ((:tag . "NNP") (:stem . "Htt") (:form . "Htt") (:end . 69) (:start . 66)\n (:id . 52))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 73) (:start . 70)\n (:id . 53))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 74) (:start . 73)\n (:id . 54))\n ((:tag . "RB") (:stem . "notably") (:form . "notably") (:end . 82)\n (:start . 75) (:id . 55))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 83) (:start . 82)\n (:id . 56))\n ((:tag . "CD") (:stem . "14") (:form . "14") (:end . 86) (:start . 84)\n (:id . 57))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 89) (:start . 87)\n (:id . 58))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 95) (:start . 90)\n (:id . 59))\n ((:tag . "CD") (:stem . "16") (:form . "16") (:end . 98) (:start . 96)\n (:id . 60))\n ((:tag . "NNS") (:stem . "repeat") (:form . "repeats") (:end . 106)\n (:start . 99) (:id . 61))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 111) (:start . 107)\n (:id . 62))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 116) (:start . 112)\n (:id . 63))\n ((:tag . "VBN") (:stem . "find") (:form . "found") (:end . 122)\n (:start . 117) (:id . 64))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 125) (:start . 123)\n (:id . 65))\n ((:tag . "NN") (:stem . "insect") (:form . "insect") (:end . 132)\n (:start . 126) (:id . 66))\n ((:tag . "NNP") (:stem . "Htt") (:form . "Htt") (:end . 136) (:start . 133)\n (:id . 67))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 145)\n (:start . 137) (:id . 68))\n ((:tag . "VBG") (:stem . "include") (:form . "including") (:end . 155)\n (:start . 146) (:id . 69))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dHtt") (:end . 160) (:start . 156)\n (:id . 70))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 162) (:start . 161)\n (:id . 71))\n ((:tag . "NNP") (:stem . "Tartari") (:form . "Tartari") (:end . 169)\n (:start . 162) (:id . 72))\n ((:tag . "FW") (:stem . "et") (:form . "et") (:end . 172) (:start . 170)\n (:id . 73))\n ((:tag . "FW") (:stem . "al.") (:form . "al.") (:end . 176) (:start . 173)\n (:id . 74))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 177) (:start . 176)\n (:id . 75))\n ((:tag . "CD") (:stem . "2008") (:form . "2008") (:end . 182) (:start . 178)\n (:id . 76))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 183) (:start . 182)\n (:id . 77))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 184) (:start . 183)\n (:id . 78)))@@@1@37@((:identifiers (:sid . :s8.63) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502315@unknown@formal@none@1@S@A less stringent structural analysis predicted up to 40 HEAT repeats (including the AAA, ADB and IMB subgroups) in human Htt (see Methods).@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "RBR") (:stem . "less") (:form . "less") (:end . 6) (:start . 2)\n (:id . 43))\n ((:tag . "JJ") (:stem . "stringent") (:form . "stringent") (:end . 16)\n (:start . 7) (:id . 44))\n ((:tag . "JJ") (:stem . "structural") (:form . "structural") (:end . 27)\n (:start . 17) (:id . 45))\n ((:tag . "NN") (:stem . "analysis") (:form . "analysis") (:end . 36)\n (:start . 28) (:id . 46))\n ((:tag . "VBD") (:stem . "predict") (:form . "predicted") (:end . 46)\n (:start . 37) (:id . 47))\n ((:tag . "RB") (:stem . "up") (:form . "up") (:end . 49) (:start . 47)\n (:id . 48))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 52) (:start . 50)\n (:id . 49))\n ((:tag . "CD") (:stem . "40") (:form . "40") (:end . 55) (:start . 53)\n (:id . 50))\n ((:tag . "NN") (:stem . "heat") (:form . "HEAT") (:end . 60) (:start . 56)\n (:id . 51))\n ((:tag . "NNS") (:stem . "repeat") (:form . "repeats") (:end . 68)\n (:start . 61) (:id . 52))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 70) (:start . 69)\n (:id . 53))\n ((:tag . "VBG") (:stem . "include") (:form . "including") (:end . 79)\n (:start . 70) (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 83) (:start . 80)\n (:id . 55))\n ((:tag . "NNP") (:stem . "AAA") (:form . "AAA") (:end . 87) (:start . 84)\n (:id . 56))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 88) (:start . 87)\n (:id . 57))\n ((:tag . "NNP") (:stem . "ADB") (:form . "ADB") (:end . 92) (:start . 89)\n (:id . 58))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 96) (:start . 93)\n (:id . 59))\n ((:tag . "NNP") (:stem . "IMB") (:form . "IMB") (:end . 100) (:start . 97)\n (:id . 60))\n ((:tag . "NNS") (:stem . "subgroup") (:form . "subgroups") (:end . 110)\n (:start . 101) (:id . 61))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 111) (:start . 110)\n (:id . 62))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 114) (:start . 112)\n (:id . 63))\n ((:tag . "JJ") (:stem . "human") (:form . "human") (:end . 120)\n (:start . 115) (:id . 64))\n ((:tag . "NNP") (:stem . "Htt") (:form . "Htt") (:end . 124) (:start . 121)\n (:id . 65))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 126) (:start . 125)\n (:id . 66))\n ((:tag . "VB") (:stem . "see") (:form . "see") (:end . 129) (:start . 126)\n (:id . 67))\n ((:tag . "NNS") (:stem . "method") (:form . "Methods") (:end . 137)\n (:start . 130) (:id . 68))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 138) (:start . 137)\n (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 139) (:start . 138)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s8.64) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502316@unknown@formal@none@1@S@Interestingly, using the same parameter, 38 HEAT repeats could be identified in dHtt (see supplementary material Fig. S1 for details of the predicted HEAT repeats).@(((:tag . "RB") (:stem . "interestingly") (:form . "Interestingly")\n (:end . 13) (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 14) (:start . 13)\n (:id . 43))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 20) (:start . 15)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 24) (:start . 21)\n (:id . 45))\n ((:tag . "JJ") (:stem . "same") (:form . "same") (:end . 29) (:start . 25)\n (:id . 46))\n ((:tag . "NN") (:stem . "parameter") (:form . "parameter") (:end . 39)\n (:start . 30) (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 40) (:start . 39)\n (:id . 48))\n ((:tag . "CD") (:stem . "38") (:form . "38") (:end . 43) (:start . 41)\n (:id . 49))\n ((:tag . "NN") (:stem . "heat") (:form . "HEAT") (:end . 48) (:start . 44)\n (:id . 50))\n ((:tag . "NNS") (:stem . "repeat") (:form . "repeats") (:end . 56)\n (:start . 49) (:id . 51))\n ((:tag . "MD") (:stem . "could") (:form . "could") (:end . 62) (:start . 57)\n (:id . 52))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 65) (:start . 63)\n (:id . 53))\n ((:tag . "VBN") (:stem . "identify") (:form . "identified") (:end . 76)\n (:start . 66) (:id . 54))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 79) (:start . 77)\n (:id . 55))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dHtt") (:end . 84) (:start . 80)\n (:id . 56))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 86) (:start . 85)\n (:id . 57))\n ((:tag . "VB") (:stem . "see") (:form . "see") (:end . 89) (:start . 86)\n (:id . 58))\n ((:tag . "JJ") (:stem . "supplementary") (:form . "supplementary")\n (:end . 103) (:start . 90) (:id . 59))\n ((:tag . "NN") (:stem . "material") (:form . "material") (:end . 112)\n (:start . 104) (:id . 60))\n ((:tag . "NNP") (:stem . "Fig.") (:form . "Fig.") (:end . 117) (:start . 113)\n (:id . 61))\n ((:tag . "NNP") (:stem . "S1") (:form . "S1") (:end . 120) (:start . 118)\n (:id . 62))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 124) (:start . 121)\n (:id . 63))\n ((:tag . "NNS") (:stem . "detail") (:form . "details") (:end . 132)\n (:start . 125) (:id . 64))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 135) (:start . 133)\n (:id . 65))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 139) (:start . 136)\n (:id . 66))\n ((:tag . "VBN") (:stem . "predict") (:form . "predicted") (:end . 149)\n (:start . 140) (:id . 67))\n ((:tag . "NN") (:stem . "heat") (:form . "HEAT") (:end . 154) (:start . 150)\n (:id . 68))\n ((:tag . "NNS") (:stem . "repeat") (:form . "repeats") (:end . 162)\n (:start . 155) (:id . 69))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 163) (:start . 162)\n (:id . 70))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 164) (:start . 163)\n (:id . 71)))@@@1@30@((:identifiers (:sid . :s8.65) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502317@unknown@formal@none@1@S@Further, these HEAT repeats span the entire length of each protein and have a similar distribution, clustering in four groups at the N-, middle- and C-terminal regions, which have a large overlap with their segments of homologous sequences (supplementary material Fig. S1B).@(((:tag . "RB") (:stem . "further") (:form . "Further") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 14) (:start . 9)\n (:id . 44))\n ((:tag . "NN") (:stem . "heat") (:form . 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"a") (:form . "a") (:end . 77) (:start . 76)\n (:id . 56))\n ((:tag . "JJ") (:stem . "similar") (:form . "similar") (:end . 85)\n (:start . 78) (:id . 57))\n ((:tag . "NN") (:stem . "distribution") (:form . "distribution") (:end . 98)\n (:start . 86) (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 99) (:start . 98)\n (:id . 59))\n ((:tag . "VBG") (:stem . "cluster") (:form . "clustering") (:end . 110)\n (:start . 100) (:id . 60))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 113) (:start . 111)\n (:id . 61))\n ((:tag . "CD") (:stem . "four") (:form . "four") (:end . 118) (:start . 114)\n (:id . 62))\n ((:tag . "NNS") (:stem . "group") (:form . "groups") (:end . 125)\n (:start . 119) (:id . 63))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 128) (:start . 126)\n (:id . 64))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 132) (:start . 129)\n (:id . 65))\n ((:tag . "NN") (:stem . "n-") (:form . "N-") (:end . 135) (:start . 133)\n (:id . 66))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 136) (:start . 135)\n (:id . 67))\n ((:tag . "NN") (:stem . "middle-") (:form . "middle-") (:end . 144)\n (:start . 137) (:id . 68))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 148) (:start . 145)\n (:id . 69))\n ((:tag . "JJ") (:stem . "c-terminal") (:form . "C-terminal") (:end . 159)\n (:start . 149) (:id . 70))\n ((:tag . "NNS") (:stem . "region") (:form . "regions") (:end . 167)\n (:start . 160) (:id . 71))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 168) (:start . 167)\n (:id . 72))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 174)\n (:start . 169) (:id . 73))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 179) (:start . 175)\n (:id . 74))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 181) (:start . 180)\n (:id . 75))\n ((:tag . "JJ") (:stem . "large") (:form . "large") (:end . 187)\n (:start . 182) (:id . 76))\n ((:tag . "NN") (:stem . "overlap") (:form . "overlap") (:end . 195)\n (:start . 188) (:id . 77))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 200) (:start . 196)\n (:id . 78))\n ((:tag . "PRP$") (:stem . "their") (:form . "their") (:end . 206)\n (:start . 201) (:id . 79))\n ((:tag . "NNS") (:stem . "segment") (:form . "segments") (:end . 215)\n (:start . 207) (:id . 80))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 218) (:start . 216)\n (:id . 81))\n ((:tag . "JJ") (:stem . "homologous") (:form . "homologous") (:end . 229)\n (:start . 219) (:id . 82))\n ((:tag . "NNS") (:stem . "sequence") (:form . "sequences") (:end . 239)\n (:start . 230) (:id . 83))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 241) (:start . 240)\n (:id . 84))\n ((:tag . "JJ") (:stem . "supplementary") (:form . "supplementary")\n (:end . 254) (:start . 241) (:id . 85))\n ((:tag . "NN") (:stem . "material") (:form . "material") (:end . 263)\n (:start . 255) (:id . 86))\n ((:tag . "NNP") (:stem . "Fig.") (:form . "Fig.") (:end . 268) (:start . 264)\n (:id . 87))\n ((:tag . "NNP") (:stem . "S1B") (:form . "S1B") (:end . 272) (:start . 269)\n (:id . 88))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 273) (:start . 272)\n (:id . 89))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 274) (:start . 273)\n (:id . 90)))@@@1@49@((:identifiers (:sid . :s8.66) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502318@unknown@formal@none@1@S@Although further studies are needed to elucidate the structure of the Htt proteins, this rather remarkable similarity raises the possibility of a conserved secondary structure among Htt family proteins and that both human and Drosophila Htt proteins are composed largely of repeated HEAT motifs.@(((:tag . "IN") (:stem . "although") (:form . "Although") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "JJ") (:stem . "further") (:form . "further") (:end . 16)\n (:start . 9) (:id . 43))\n ((:tag . "NNS") (:stem . "study") (:form . "studies") (:end . 24)\n (:start . 17) (:id . 44))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 28) (:start . 25)\n (:id . 45))\n ((:tag . "VBN") (:stem . "need") (:form . "needed") (:end . 35) (:start . 29)\n (:id . 46))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 38) (:start . 36)\n (:id . 47))\n ((:tag . "VB") (:stem . "elucidate") (:form . "elucidate") (:end . 48)\n (:start . 39) (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 52) (:start . 49)\n (:id . 49))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 62)\n (:start . 53) (:id . 50))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 65) (:start . 63)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 69) (:start . 66)\n (:id . 52))\n ((:tag . "NNP") (:stem . "Htt") (:form . "Htt") (:end . 73) (:start . 70)\n (:id . 53))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 82)\n (:start . 74) (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 83) (:start . 82)\n (:id . 55))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 88) (:start . 84)\n (:id . 56))\n ((:tag . "RB") (:stem . "rather") (:form . "rather") (:end . 95)\n (:start . 89) (:id . 57))\n ((:tag . "JJ") (:stem . "remarkable") (:form . "remarkable") (:end . 106)\n (:start . 96) (:id . 58))\n ((:tag . "NN") (:stem . "similarity") (:form . "similarity") (:end . 117)\n (:start . 107) (:id . 59))\n ((:tag . "VBZ") (:stem . "raise") (:form . "raises") (:end . 124)\n (:start . 118) (:id . 60))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 128) (:start . 125)\n (:id . 61))\n ((:tag . "NN") (:stem . "possibility") (:form . "possibility") (:end . 140)\n (:start . 129) (:id . 62))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 143) (:start . 141)\n (:id . 63))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 145) (:start . 144)\n (:id . 64))\n ((:tag . "VBN") (:stem . "conserve") (:form . "conserved") (:end . 155)\n (:start . 146) (:id . 65))\n ((:tag . "JJ") (:stem . "secondary") (:form . "secondary") (:end . 165)\n (:start . 156) (:id . 66))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 175)\n (:start . 166) (:id . 67))\n ((:tag . "IN") (:stem . "among") (:form . "among") (:end . 181)\n (:start . 176) (:id . 68))\n ((:tag . "NNP") (:stem . "Htt") (:form . "Htt") (:end . 185) (:start . 182)\n (:id . 69))\n ((:tag . "NN") (:stem . "family") (:form . "family") (:end . 192)\n (:start . 186) (:id . 70))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 201)\n (:start . 193) (:id . 71))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 205) (:start . 202)\n (:id . 72))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 210) (:start . 206)\n (:id . 73))\n ((:tag . "CC") (:stem . "both") (:form . "both") (:end . 215) (:start . 211)\n (:id . 74))\n ((:tag . "JJ") (:stem . "human") (:form . "human") (:end . 221)\n (:start . 216) (:id . 75))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 225) (:start . 222)\n (:id . 76))\n ((:tag . "NNP") (:stem . "Drosophila") (:form . "Drosophila") (:end . 236)\n (:start . 226) (:id . 77))\n ((:tag . "NNP") (:stem . "Htt") (:form . "Htt") (:end . 240) (:start . 237)\n (:id . 78))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 249)\n (:start . 241) (:id . 79))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 253) (:start . 250)\n (:id . 80))\n ((:tag . "VBN") (:stem . "compose") (:form . "composed") (:end . 262)\n (:start . 254) (:id . 81))\n ((:tag . "RB") (:stem . "largely") (:form . "largely") (:end . 270)\n (:start . 263) (:id . 82))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 273) (:start . 271)\n (:id . 83))\n ((:tag . "VBN") (:stem . "repeat") (:form . "repeated") (:end . 282)\n (:start . 274) (:id . 84))\n ((:tag . "NN") (:stem . "heat") (:form . "HEAT") (:end . 287) (:start . 283)\n (:id . 85))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 294)\n (:start . 288) (:id . 86))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 295) (:start . 294)\n (:id . 87)))@@@1@46@((:hcues ((:id . :x8.67.1) (:span 118 140)))\n (:hscopes ((:id . :x8.67.1) (:span 118 294)))\n (:identifiers (:sid . :s8.67) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502319@unknown@formal@none@1@S@Ubiquitous expression of dhtt in Drosophila@(((:tag . "JJ") (:stem . "ubiquitous") (:form . "Ubiquitous") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 21)\n (:start . 11) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 24) (:start . 22)\n (:id . 44))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 29) (:start . 25)\n (:id . 45))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 32) (:start . 30)\n (:id . 46))\n ((:tag . "NNP") (:stem . "Drosophila") (:form . "Drosophila") (:end . 43)\n (:start . 33) (:id . 47)))@@@1@6@((:identifiers (:sid . :s8.68) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5502320@unknown@formal@none@1@S@Previous analysis has shown that dhtt is widely expressed during all developmental stages from embryos to adults (Li et al., 1999).@(((:tag . "JJ") (:stem . "previous") (:form . "Previous") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "analysis") (:form . "analysis") (:end . 17)\n (:start . 9) (:id . 43))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 21) (:start . 18)\n (:id . 44))\n ((:tag . "VBN") (:stem . "show") (:form . "shown") (:end . 27) (:start . 22)\n (:id . 45))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 32) (:start . 28)\n (:id . 46))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 37) (:start . 33)\n (:id . 47))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 40) (:start . 38)\n (:id . 48))\n ((:tag . "RB") (:stem . "widely") (:form . "widely") (:end . 47)\n (:start . 41) (:id . 49))\n ((:tag . "VBN") (:stem . "express") (:form . "expressed") (:end . 57)\n (:start . 48) (:id . 50))\n ((:tag . "IN") (:stem . "during") (:form . "during") (:end . 64)\n (:start . 58) (:id . 51))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 68) (:start . 65)\n (:id . 52))\n ((:tag . "JJ") (:stem . "developmental") (:form . "developmental")\n (:end . 82) (:start . 69) (:id . 53))\n ((:tag . "NNS") (:stem . "stage") (:form . "stages") (:end . 89)\n (:start . 83) (:id . 54))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 94) (:start . 90)\n (:id . 55))\n ((:tag . "NNS") (:stem . "embryo") (:form . "embryos") (:end . 102)\n (:start . 95) (:id . 56))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 105) (:start . 103)\n (:id . 57))\n ((:tag . "NNS") (:stem . "adult") (:form . "adults") (:end . 112)\n (:start . 106) (:id . 58))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 114) (:start . 113)\n (:id . 59))\n ((:tag . "NNP") (:stem . "Li") (:form . "Li") (:end . 116) (:start . 114)\n (:id . 60))\n ((:tag . "FW") (:stem . "et") (:form . "et") (:end . 119) (:start . 117)\n (:id . 61))\n ((:tag . "FW") (:stem . "al.") (:form . "al.") (:end . 123) (:start . 120)\n (:id . 62))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 124) (:start . 123)\n (:id . 63))\n ((:tag . "CD") (:stem . "1999") (:form . "1999") (:end . 129) (:start . 125)\n (:id . 64))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 130) (:start . 129)\n (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 131) (:start . 130)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s8.69) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502321@unknown@formal@none@1@S@We confirmed the expression of the dhtt transcript in adults using reverse transcription (RT)-PCR (data not shown) (Fig. 5C).@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "confirm") (:form . "confirmed") (:end . 12)\n (:start . 3) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 16) (:start . 13)\n (:id . 44))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 27)\n (:start . 17) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 30) (:start . 28)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 34) (:start . 31)\n (:id . 47))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 39) (:start . 35)\n (:id . 48))\n ((:tag . "NN") (:stem . "transcript") (:form . "transcript") (:end . 50)\n (:start . 40) (:id . 49))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 53) (:start . 51)\n (:id . 50))\n ((:tag . "NNS") (:stem . "adult") (:form . "adults") (:end . 60)\n (:start . 54) (:id . 51))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 66) (:start . 61)\n (:id . 52))\n ((:tag . "JJ") (:stem . "reverse") (:form . "reverse") (:end . 74)\n (:start . 67) (:id . 53))\n ((:tag . "NN") (:stem . "transcription") (:form . "transcription")\n (:end . 88) (:start . 75) (:id . 54))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 90) (:start . 89)\n (:id . 55))\n ((:tag . "NNP") (:stem . "RT)-PCR") (:form . "RT)-PCR") (:end . 97)\n (:start . 90) (:id . 56))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 99) (:start . 98)\n (:id . 57))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 103) (:start . 99)\n (:id . 58))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 107) (:start . 104)\n (:id . 59))\n ((:tag . "VBN") (:stem . "show") (:form . "shown") (:end . 113)\n (:start . 108) (:id . 60))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 114) (:start . 113)\n (:id . 61))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 116) (:start . 115)\n (:id . 62))\n ((:tag . "NNP") (:stem . "Fig.") (:form . "Fig.") (:end . 120) (:start . 116)\n (:id . 63))\n ((:tag . "NN") (:stem . "5c") (:form . "5C") (:end . 123) (:start . 121)\n (:id . 64))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 124) (:start . 123)\n (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 125) (:start . 124)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s8.70) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502322@unknown@formal@none@1@S@To examine the tissue-specific dhtt expression, we performed whole-mount RNA in situ hybridization.@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VB") (:stem . "examine") (:form . "examine") (:end . 10)\n (:start . 3) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 14) (:start . 11)\n (:id . 44))\n ((:tag . "JJ") (:stem . "tissue-specific") (:form . "tissue-specific")\n (:end . 30) (:start . 15) (:id . 45))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 35) (:start . 31)\n (:id . 46))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 46)\n (:start . 36) (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 47) (:start . 46)\n (:id . 48))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 50) (:start . 48)\n (:id . 49))\n ((:tag . "VBD") (:stem . "perform") (:form . "performed") (:end . 60)\n (:start . 51) (:id . 50))\n ((:tag . "JJ") (:stem . "whole-mount") (:form . "whole-mount") (:end . 72)\n (:start . 61) (:id . 51))\n ((:tag . "NNP") (:stem . "RNA") (:form . "RNA") (:end . 76) (:start . 73)\n (:id . 52))\n ((:tag . "FW") (:stem . "in") (:form . "in") (:end . 79) (:start . 77)\n (:id . 53))\n ((:tag . "FW") (:stem . "situ") (:form . "situ") (:end . 84) (:start . 80)\n (:id . 54))\n ((:tag . "NN") (:stem . "hybridization") (:form . "hybridization")\n (:end . 98) (:start . 85) (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 99) (:start . 98)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s8.71) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502323@unknown@formal@none@1@S@Staining with two DIG-labeled antisense probes, targeting different regions of dhtt, revealed similar ubiquitous dhtt expression at different stages of fly embryogenesis and in larval tissues (Fig. 1A–F and data not shown), whereas a positive control performed in parallel gave rise to robust in situ signals (supplementary material Fig. S2).@(((:tag . "VBG") (:stem . "stain") (:form . "Staining") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 13) (:start . 9)\n (:id . 43))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 17) (:start . 14)\n (:id . 44))\n ((:tag . "JJ") (:stem . "dig-labeled") (:form . "DIG-labeled") (:end . 29)\n (:start . 18) (:id . 45))\n ((:tag . "JJ") (:stem . "antisense") (:form . 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"S2") (:end . 340) (:start . 338)\n (:id . 97))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 341) (:start . 340)\n (:id . 98))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 342) (:start . 341)\n (:id . 99)))@@@1@58@((:identifiers (:sid . :s8.72) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502324@unknown@formal@none@1@S@Importantly, of the two negative controls included in the assay, one using sense dhtt RNA probes on wild-type samples (Fig. 1B) and the other using the same set of antisense dhtt RNA probes against tissues from a dhtt deletion mutant that had been generated subsequently (Fig. 1F), both produced much weaker background signals.@(((:tag . "RB") (:stem . "importantly") (:form . "Importantly") (:end . 11)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . 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(:end . 118) (:start . 117)\n (:id . 61)))@@@1@20@((:hcues ((:id . :x8.74.1) (:span 21 34)))\n (:hscopes ((:id . :x8.74.1) (:span 21 117)))\n (:identifiers (:sid . :s8.74) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502326@unknown@formal@none@1@S@Compromised mobility and viability of aging dhtt-ko mutants.@(((:tag . "VBN") (:stem . "compromise") (:form . "Compromised") (:end . 11)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "mobility") (:form . "mobility") (:end . 20)\n (:start . 12) (:id . 43))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 24) (:start . 21)\n (:id . 44))\n ((:tag . "NN") (:stem . "viability") (:form . "viability") (:end . 34)\n (:start . 25) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 37) (:start . 35)\n (:id . 46))\n ((:tag . "VBG") (:stem . "age") (:form . "aging") (:end . 43) (:start . 38)\n (:id . 47))\n ((:tag . "JJ") (:stem . "dhtt-ko") (:form . 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"assay") (:end . 32) (:start . 27)\n (:id . 47))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 33) (:start . 32)\n (:id . 48)))@@@1@7@((:identifiers (:sid . :s8.76) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502328@unknown@formal@none@1@S@dhtt-ko mutants show normal mobility at day 15 but older animals show significantly reduced mobility.@(((:tag . "JJ") (:stem . "dhtt-ko") (:form . "dhtt-ko") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "mutant") (:form . "mutants") (:end . 15)\n (:start . 8) (:id . 43))\n ((:tag . "VBP") (:stem . "show") (:form . "show") (:end . 20) (:start . 16)\n (:id . 44))\n ((:tag . "JJ") (:stem . "normal") (:form . "normal") (:end . 27)\n (:start . 21) (:id . 45))\n ((:tag . "NN") (:stem . "mobility") (:form . "mobility") (:end . 36)\n (:start . 28) (:id . 46))\n ((:tag . "IN") (:stem . "at") (:form . 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(:end . 101) (:start . 100)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s8.77) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502329@unknown@formal@none@1@S@(B) Age-dependent survival rate of adult animals.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "B") (:form . "B") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "JJ") (:stem . "age-dependent") (:form . "Age-dependent")\n (:end . 17) (:start . 4) (:id . 45))\n ((:tag . "NN") (:stem . "survival") (:form . "survival") (:end . 26)\n (:start . 18) (:id . 46))\n ((:tag . "NN") (:stem . "rate") (:form . "rate") (:end . 31) (:start . 27)\n (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 34) (:start . 32)\n (:id . 48))\n ((:tag . "JJ") (:stem . "adult") (:form . "adult") (:end . 40) (:start . 35)\n (:id . 49))\n ((:tag . "NNS") (:stem . "animal") (:form . "animals") (:end . 48)\n (:start . 41) (:id . 50))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 49) (:start . 48)\n (:id . 51)))@@@1@10@((:identifiers (:sid . :s8.78) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502330@unknown@formal@none@1@S@dhtt-ko mutants have a reduced life span.@(((:tag . "JJ") (:stem . "dhtt-ko") (:form . "dhtt-ko") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "mutant") (:form . "mutants") (:end . 15)\n (:start . 8) (:id . 43))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 20) (:start . 16)\n (:id . 44))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 22) (:start . 21)\n (:id . 45))\n ((:tag . "VBN") (:stem . "reduce") (:form . "reduced") (:end . 30)\n (:start . 23) (:id . 46))\n ((:tag . "NN") (:stem . "life") (:form . "life") (:end . 35) (:start . 31)\n (:id . 47))\n ((:tag . "NN") (:stem . "span") (:form . "span") (:end . 40) (:start . 36)\n (:id . 48))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 41) (:start . 40)\n (:id . 49)))@@@1@8@((:identifiers (:sid . :s8.79) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502331@unknown@formal@none@1@S@Both the mobility and viability defects in dhtt-ko mutants were rescued by the presence of a dhtt genomic minigene construct (‘dhtt-ko Rescue’).@(((:tag . "CC") (:stem . "both") (:form . "Both") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 8) (:start . 5)\n (:id . 43))\n ((:tag . "NN") (:stem . "mobility") (:form . "mobility") (:end . 17)\n (:start . 9) (:id . 44))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 21) (:start . 18)\n (:id . 45))\n ((:tag . "NN") (:stem . "viability") (:form . 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"DT") (:stem . "a") (:form . "a") (:end . 92) (:start . 91)\n (:id . 57))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 97) (:start . 93)\n (:id . 58))\n ((:tag . "JJ") (:stem . "genomic") (:form . "genomic") (:end . 105)\n (:start . 98) (:id . 59))\n ((:tag . "NN") (:stem . "minigene") (:form . "minigene") (:end . 114)\n (:start . 106) (:id . 60))\n ((:tag . "NN") (:stem . "construct") (:form . "construct") (:end . 124)\n (:start . 115) (:id . 61))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 126) (:start . 125)\n (:id . 62))\n ((:tag . "``") (:stem . "‘") (:form . "‘") (:end . 127) (:start . 126)\n (:id . 63))\n ((:tag . "JJ") (:stem . "dhtt-ko") (:form . "dhtt-ko") (:end . 134)\n (:start . 127) (:id . 64))\n ((:tag . "NN") (:stem . "Rescue") (:form . "Rescue") (:end . 141)\n (:start . 135) (:id . 65))\n ((:tag . "''") (:stem . "’") (:form . "’") (:end . 142) (:start . 141)\n (:id . 66))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 143) (:start . 142)\n (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 144) (:start . 143)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s8.80) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502332@unknown@formal@none@1@S@Flies were collected from at least three different batches.@(((:tag . "NNS") (:stem . "fly") (:form . "Flies") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 10) (:start . 6)\n (:id . 43))\n ((:tag . "VBN") (:stem . "collect") (:form . "collected") (:end . 20)\n (:start . 11) (:id . 44))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 25) (:start . 21)\n (:id . 45))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 28) (:start . 26)\n (:id . 46))\n ((:tag . "JJS") (:stem . "least") (:form . "least") (:end . 34) (:start . 29)\n (:id . 47))\n ((:tag . "CD") (:stem . "three") (:form . "three") (:end . 40) (:start . 35)\n (:id . 48))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 50)\n (:start . 41) (:id . 49))\n ((:tag . "NNS") (:stem . "batch") (:form . "batches") (:end . 58)\n (:start . 51) (:id . 50))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 59) (:start . 58)\n (:id . 51)))@@@1@10@((:identifiers (:sid . :s8.81) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502333@unknown@formal@none@1@S@The total number of flies counted for viability quantification were: wild type, n=659; dhtt-ko, n =1573; dhtt-ko Rescue, n=804; elav-Gal4/+; dhtt-ko, n=550.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "total") (:form . "total") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "number") (:form . "number") (:end . 16)\n (:start . 10) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . 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"NN") (:stem . "n=659") (:form . "n=659") (:end . 85) (:start . 80)\n (:id . 56))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 86) (:start . 85)\n (:id . 57))\n ((:tag . "NN") (:stem . "dhtt-ko") (:form . "dhtt-ko") (:end . 94)\n (:start . 87) (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 95) (:start . 94)\n (:id . 59))\n ((:tag . "NN") (:stem . "n") (:form . "n") (:end . 97) (:start . 96)\n (:id . 60))\n ((:tag . "NN") (:stem . "=1573") (:form . "=1573") (:end . 103) (:start . 98)\n (:id . 61))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 104) (:start . 103)\n (:id . 62))\n ((:tag . "NN") (:stem . "dhtt-ko") (:form . "dhtt-ko") (:end . 112)\n (:start . 105) (:id . 63))\n ((:tag . "NN") (:stem . "rescue") (:form . "Rescue") (:end . 119)\n (:start . 113) (:id . 64))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 120) (:start . 119)\n (:id . 65))\n ((:tag . "NN") (:stem . "n=804") (:form . "n=804") (:end . 126)\n (:start . 121) (:id . 66))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 127) (:start . 126)\n (:id . 67))\n ((:tag . "JJ") (:stem . "elav-gal4/+") (:form . "elav-Gal4/+") (:end . 139)\n (:start . 128) (:id . 68))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 140) (:start . 139)\n (:id . 69))\n ((:tag . "NN") (:stem . "dhtt-ko") (:form . "dhtt-ko") (:end . 148)\n (:start . 141) (:id . 70))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 149) (:start . 148)\n (:id . 71))\n ((:tag . "NN") (:stem . "n=550") (:form . "n=550") (:end . 155)\n (:start . 150) (:id . 72))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 156) (:start . 155)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s8.82) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502334@unknown@formal@none@1@S@The difference between wild-type and dhtt-ko flies is statistically significant, P=0.0001, Student’s t-test.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "difference") (:form . "difference") (:end . 14)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 22)\n (:start . 15) (:id . 44))\n ((:tag . "JJ") (:stem . "wild-type") (:form . "wild-type") (:end . 32)\n (:start . 23) (:id . 45))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 36) (:start . 33)\n (:id . 46))\n ((:tag . "JJ") (:stem . "dhtt-ko") (:form . "dhtt-ko") (:end . 44)\n (:start . 37) (:id . 47))\n ((:tag . "NNS") (:stem . "fly") (:form . "flies") (:end . 50) (:start . 45)\n (:id . 48))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 53) (:start . 51)\n (:id . 49))\n ((:tag . "RB") (:stem . "statistically") (:form . "statistically")\n (:end . 67) (:start . 54) (:id . 50))\n ((:tag . "JJ") (:stem . "significant") (:form . "significant") (:end . 79)\n (:start . 68) (:id . 51))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 80) (:start . 79)\n (:id . 52))\n ((:tag . "NNP") (:stem . "P=0.0001") (:form . "P=0.0001") (:end . 89)\n (:start . 81) (:id . 53))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 90) (:start . 89)\n (:id . 54))\n ((:tag . "NNP") (:stem . "Student") (:form . "Student") (:end . 98)\n (:start . 91) (:id . 55))\n ((:tag . "POS") (:stem . "'s") (:form . "'s") (:end . 100) (:start . 99)\n (:id . 56))\n ((:tag . "NN") (:stem . "t-test") (:form . "t-test") (:end . 107)\n (:start . 101) (:id . 57))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 108) (:start . 107)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s8.83) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502335@unknown@formal@none@1@S@The difference between wild-type and dhtt-ko Rescue flies is not statistically significant, P=0.36.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . 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"significant") (:end . 90)\n (:start . 79) (:id . 53))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 91) (:start . 90)\n (:id . 54))\n ((:tag . "NNP") (:stem . "P=0.36") (:form . "P=0.36") (:end . 98)\n (:start . 92) (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 99) (:start . 98)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s8.84) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502336@unknown@formal@none@1@S@The difference between wild-type and elav-Gal4/+; dhtt-ko flies is statistically significant, P<0.00001.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "difference") (:form . "difference") (:end . 14)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 22)\n (:start . 15) (:id . 44))\n ((:tag . "JJ") (:stem . "wild-type") (:form . "wild-type") (:end . 32)\n (:start . 23) (:id . 45))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 36) (:start . 33)\n (:id . 46))\n ((:tag . "JJ") (:stem . "elav-gal4/+") (:form . "elav-Gal4/+") (:end . 48)\n (:start . 37) (:id . 47))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 49) (:start . 48)\n (:id . 48))\n ((:tag . "JJ") (:stem . "dhtt-ko") (:form . "dhtt-ko") (:end . 57)\n (:start . 50) (:id . 49))\n ((:tag . "NNS") (:stem . "fly") (:form . "flies") (:end . 63) (:start . 58)\n (:id . 50))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 66) (:start . 64)\n (:id . 51))\n ((:tag . "RB") (:stem . "statistically") (:form . "statistically")\n (:end . 80) (:start . 67) (:id . 52))\n ((:tag . "JJ") (:stem . "significant") (:form . "significant") (:end . 92)\n (:start . 81) (:id . 53))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 93) (:start . 92)\n (:id . 54))\n ((:tag . "JJ") (:stem . "P<0.00001") (:form . "P<0.00001") (:end . 103)\n (:start . 94) (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 104) (:start . 103)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s8.85) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502337@unknown@formal@none@1@S@The data in (A,B) are presented as the means±s.e.m.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 13) (:start . 12)\n (:id . 45))\n ((:tag . "NNP") (:stem . "A,B") (:form . "A,B") (:end . 16) (:start . 13)\n (:id . 46))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 17) (:start . 16)\n (:id . 47))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 21) (:start . 18)\n (:id . 48))\n ((:tag . "VBN") (:stem . "present") (:form . "presented") (:end . 31)\n (:start . 22) (:id . 49))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 34) (:start . 32)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 38) (:start . 35)\n (:id . 51))\n ((:tag . "NN") (:stem . "means±s.e.m") (:form . "means±s.e.m") (:end . 50)\n (:start . 39) (:id . 52))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 51) (:start . 50)\n (:id . 53)))@@@1@12@((:identifiers (:sid . :s8.86) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502338@unknown@formal@none@1@S@(C) RT-PCR analysis confirmed that expression of endogenous dhtt was lost in dhtt-ko mutants (lane 3) but was restored by the presence of the dhtt genomic minigene rescue construct (lane 4), similar to that in wild-type controls (lane 2).@(((:tag . "(") (:stem . "(") (:form . 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(:end . 309) (:start . 308)\n (:id . 93)))@@@1@52@((:identifiers (:sid . :s8.90) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502342@unknown@formal@none@1@S@w1118: wild-type control.@(((:tag . "LS") (:stem . "w1118") (:form . "w1118") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 6) (:start . 5) (:id . 43))\n ((:tag . "JJ") (:stem . "wild-type") (:form . "wild-type") (:end . 16)\n (:start . 7) (:id . 44))\n ((:tag . "NN") (:stem . "control") (:form . "control") (:end . 24)\n (:start . 17) (:id . 45))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 25) (:start . 24)\n (:id . 46)))@@@1@5@((:identifiers (:sid . :s8.91) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502343@unknown@formal@none@1@S@dHtt is a cytoplasmic protein@(((:tag . "NN") (:stem . "dhtt") (:form . "dHtt") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 9) (:start . 8)\n (:id . 44))\n ((:tag . "JJ") (:stem . "cytoplasmic") (:form . "cytoplasmic") (:end . 21)\n (:start . 10) (:id . 45))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 29)\n (:start . 22) (:id . 46)))@@@1@5@((:identifiers (:sid . :s8.92) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5502344@unknown@formal@none@1@S@Mammalian Htt proteins are largely cytoplasmic with a widespread expression pattern (DiFiglia et al., 1995; Gutekunst et al., 1995; Sharp et al., 1995).@(((:tag . "JJ") (:stem . "mammalian") (:form . "Mammalian") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "Htt") (:form . "Htt") (:end . 13) (:start . 10)\n (:id . 43))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 22)\n (:start . 14) (:id . 44))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 26) (:start . 23)\n (:id . 45))\n ((:tag . "RB") (:stem . "largely") (:form . "largely") (:end . 34)\n (:start . 27) (:id . 46))\n ((:tag . "JJ") (:stem . "cytoplasmic") (:form . "cytoplasmic") (:end . 46)\n (:start . 35) (:id . 47))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 51) (:start . 47)\n (:id . 48))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 53) (:start . 52)\n (:id . 49))\n ((:tag . "JJ") (:stem . "widespread") (:form . "widespread") (:end . 64)\n (:start . 54) (:id . 50))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 75)\n (:start . 65) (:id . 51))\n ((:tag . "NN") (:stem . "pattern") (:form . "pattern") (:end . 83)\n (:start . 76) (:id . 52))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 85) (:start . 84)\n (:id . 53))\n ((:tag . "NNP") (:stem . "DiFiglia") (:form . "DiFiglia") (:end . 93)\n (:start . 85) (:id . 54))\n ((:tag . "FW") (:stem . "et") (:form . "et") (:end . 96) (:start . 94)\n (:id . 55))\n ((:tag . "FW") (:stem . "al.") (:form . "al.") (:end . 100) (:start . 97)\n (:id . 56))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 101) (:start . 100)\n (:id . 57))\n ((:tag . "CD") (:stem . "1995") (:form . "1995") (:end . 106) (:start . 102)\n (:id . 58))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 107) (:start . 106)\n (:id . 59))\n ((:tag . "NNP") (:stem . "Gutekunst") (:form . "Gutekunst") (:end . 117)\n (:start . 108) (:id . 60))\n ((:tag . "FW") (:stem . "et") (:form . "et") (:end . 120) (:start . 118)\n (:id . 61))\n ((:tag . "FW") (:stem . "al.") (:form . "al.") (:end . 124) (:start . 121)\n (:id . 62))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 125) (:start . 124)\n (:id . 63))\n ((:tag . "CD") (:stem . "1995") (:form . "1995") (:end . 130) (:start . 126)\n (:id . 64))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 131) (:start . 130)\n (:id . 65))\n ((:tag . "NNP") (:stem . "Sharp") (:form . "Sharp") (:end . 137)\n (:start . 132) (:id . 66))\n ((:tag . "FW") (:stem . "et") (:form . "et") (:end . 140) (:start . 138)\n (:id . 67))\n ((:tag . "FW") (:stem . "al.") (:form . "al.") (:end . 144) (:start . 141)\n (:id . 68))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 145) (:start . 144)\n (:id . 69))\n ((:tag . "CD") (:stem . "1995") (:form . "1995") (:end . 150) (:start . 146)\n (:id . 70))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 151) (:start . 150)\n (:id . 71))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 152) (:start . 151)\n (:id . 72)))@@@1@31@((:identifiers (:sid . :s8.93) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502345@unknown@formal@none@1@S@To determine the expression and subcellular localization of the endogenous dHtt protein, we developed an affinity-purified polyclonal antibody against dHtt.@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VB") (:stem . "determine") (:form . "determine") (:end . 12)\n (:start . 3) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 16) (:start . 13)\n (:id . 44))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 27)\n (:start . 17) (:id . 45))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 31) (:start . 28)\n (:id . 46))\n ((:tag . "JJ") (:stem . "subcellular") (:form . "subcellular") (:end . 43)\n (:start . 32) (:id . 47))\n ((:tag . "NN") (:stem . "localization") (:form . "localization") (:end . 56)\n (:start . 44) (:id . 48))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 59) (:start . 57)\n (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 63) (:start . 60)\n (:id . 50))\n ((:tag . "JJ") (:stem . "endogenous") (:form . "endogenous") (:end . 74)\n (:start . 64) (:id . 51))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dHtt") (:end . 79) (:start . 75)\n (:id . 52))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 87)\n (:start . 80) (:id . 53))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 88) (:start . 87)\n (:id . 54))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 91) (:start . 89)\n (:id . 55))\n ((:tag . "VBD") (:stem . "develop") (:form . "developed") (:end . 101)\n (:start . 92) (:id . 56))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 104) (:start . 102)\n (:id . 57))\n ((:tag . "JJ") (:stem . "affinity-purified") (:form . "affinity-purified")\n (:end . 122) (:start . 105) (:id . 58))\n ((:tag . "JJ") (:stem . "polyclonal") (:form . "polyclonal") (:end . 133)\n (:start . 123) (:id . 59))\n ((:tag . "NN") (:stem . "antibody") (:form . "antibody") (:end . 142)\n (:start . 134) (:id . 60))\n ((:tag . "IN") (:stem . "against") (:form . "against") (:end . 150)\n (:start . 143) (:id . 61))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dHtt") (:end . 155) (:start . 151)\n (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 156) (:start . 155)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s8.94) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502346@unknown@formal@none@1@S@The specificity of this antibody was confirmed by its ability to recognize ectopically expressed dHtt protein in transfected Drosophila S2 cells (Fig. 1G,H) and larval tissues (Fig. 1I–K).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "specificity") (:form . "specificity") (:end . 15)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 18) (:start . 16)\n (:id . 44))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 23) (:start . 19)\n (:id . 45))\n ((:tag . "NN") (:stem . "antibody") (:form . "antibody") (:end . 32)\n (:start . 24) (:id . 46))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 36) (:start . 33)\n (:id . 47))\n ((:tag . "VBN") (:stem . "confirm") (:form . "confirmed") (:end . 46)\n (:start . 37) (:id . 48))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 49) (:start . 47)\n (:id . 49))\n ((:tag . "PRP$") (:stem . "its") (:form . "its") (:end . 53) (:start . 50)\n (:id . 50))\n ((:tag . "NN") (:stem . "ability") (:form . "ability") (:end . 61)\n (:start . 54) (:id . 51))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 64) (:start . 62)\n (:id . 52))\n ((:tag . "VB") (:stem . "recognize") (:form . "recognize") (:end . 74)\n (:start . 65) (:id . 53))\n ((:tag . "RB") (:stem . "ectopically") (:form . "ectopically") (:end . 86)\n (:start . 75) (:id . 54))\n ((:tag . "VBN") (:stem . "express") (:form . "expressed") (:end . 96)\n (:start . 87) (:id . 55))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dHtt") (:end . 101) (:start . 97)\n (:id . 56))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 109)\n (:start . 102) (:id . 57))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 112) (:start . 110)\n (:id . 58))\n ((:tag . "VBN") (:stem . "transfecte") (:form . "transfected") (:end . 124)\n (:start . 113) (:id . 59))\n ((:tag . "NNP") (:stem . "Drosophila") (:form . "Drosophila") (:end . 135)\n (:start . 125) (:id . 60))\n ((:tag . "NN") (:stem . "s2") (:form . "S2") (:end . 138) (:start . 136)\n (:id . 61))\n ((:tag . "NNS") (:stem . "cell") (:form . "cells") (:end . 144)\n (:start . 139) (:id . 62))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 146) (:start . 145)\n (:id . 63))\n ((:tag . "NNP") (:stem . "Fig.") (:form . "Fig.") (:end . 150) (:start . 146)\n (:id . 64))\n ((:tag . "CD") (:stem . "1G,H") (:form . "1G,H") (:end . 155) (:start . 151)\n (:id . 65))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 156) (:start . 155)\n (:id . 66))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 160) (:start . 157)\n (:id . 67))\n ((:tag . "JJ") (:stem . "larval") (:form . "larval") (:end . 167)\n (:start . 161) (:id . 68))\n ((:tag . "NNS") (:stem . "tissue") (:form . "tissues") (:end . 175)\n (:start . 168) (:id . 69))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 177) (:start . 176)\n (:id . 70))\n ((:tag . "NNP") (:stem . "Fig.") (:form . "Fig.") (:end . 181) (:start . 177)\n (:id . 71))\n ((:tag . "NNP") (:stem . "1I–K") (:form . "1I–K") (:end . 186) (:start . 182)\n (:id . 72))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 187) (:start . 186)\n (:id . 73))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 188) (:start . 187)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s8.95) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502347@unknown@formal@none@1@S@When the dHtt protein was ectopically expressed from a UAS-dhtt transgene by using a patched-Gal4 driver, our anti-dHtt antibody could easily detect the striped pattern of dHtt expression in the middle of imaginal discs, which is the characteristic domain of Patched expression (Fig. 1I).@(((:tag . "WRB") (:stem . "when") (:form . "When") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 8) (:start . 5)\n (:id . 43))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dHtt") (:end . 13) (:start . 9)\n (:id . 44))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 21)\n (:start . 14) (:id . 45))\n ((:tag . "VBD") (:stem . "be") (:form . 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"patched-Gal4") (:end . 97)\n (:start . 85) (:id . 56))\n ((:tag . "NN") (:stem . "driver") (:form . "driver") (:end . 104)\n (:start . 98) (:id . 57))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 105) (:start . 104)\n (:id . 58))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 109) (:start . 106)\n (:id . 59))\n ((:tag . "JJ") (:stem . "anti-dhtt") (:form . "anti-dHtt") (:end . 119)\n (:start . 110) (:id . 60))\n ((:tag . "NN") (:stem . "antibody") (:form . "antibody") (:end . 128)\n (:start . 120) (:id . 61))\n ((:tag . "MD") (:stem . "could") (:form . "could") (:end . 134)\n (:start . 129) (:id . 62))\n ((:tag . "RB") (:stem . "easily") (:form . "easily") (:end . 141)\n (:start . 135) (:id . 63))\n ((:tag . "VB") (:stem . "detect") (:form . "detect") (:end . 148)\n (:start . 142) (:id . 64))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 152) (:start . 149)\n (:id . 65))\n ((:tag . "VBN") (:stem . "strip") (:form . "striped") (:end . 160)\n (:start . 153) (:id . 66))\n ((:tag . "NN") (:stem . "pattern") (:form . "pattern") (:end . 168)\n (:start . 161) (:id . 67))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 171) (:start . 169)\n (:id . 68))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dHtt") (:end . 176) (:start . 172)\n (:id . 69))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 187)\n (:start . 177) (:id . 70))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 190) (:start . 188)\n (:id . 71))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 194) (:start . 191)\n (:id . 72))\n ((:tag . "NN") (:stem . "middle") (:form . "middle") (:end . 201)\n (:start . 195) (:id . 73))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 204) (:start . 202)\n (:id . 74))\n ((:tag . "JJ") (:stem . "imaginal") (:form . "imaginal") (:end . 213)\n (:start . 205) (:id . 75))\n ((:tag . "NNS") (:stem . "disc") (:form . "discs") (:end . 219)\n (:start . 214) (:id . 76))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 220) (:start . 219)\n (:id . 77))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 226)\n (:start . 221) (:id . 78))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 229) (:start . 227)\n (:id . 79))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 233) (:start . 230)\n (:id . 80))\n ((:tag . "JJ") (:stem . "characteristic") (:form . "characteristic")\n (:end . 248) (:start . 234) (:id . 81))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 255)\n (:start . 249) (:id . 82))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 258) (:start . 256)\n (:id . 83))\n ((:tag . "VBN") (:stem . "patch") (:form . "Patched") (:end . 266)\n (:start . 259) (:id . 84))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 277)\n (:start . 267) (:id . 85))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 279) (:start . 278)\n (:id . 86))\n ((:tag . "NNP") (:stem . "Fig.") (:form . "Fig.") (:end . 283) (:start . 279)\n (:id . 87))\n ((:tag . "NN") (:stem . "1i") (:form . "1I") (:end . 286) (:start . 284)\n (:id . 88))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 287) (:start . 286)\n (:id . 89))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 288) (:start . 287)\n (:id . 90)))@@@1@49@((:identifiers (:sid . :s8.96) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502348@unknown@formal@none@1@S@In wild-type animals, use of the anti-dHtt antibody resulted in low-level ubiquitous staining in embryos, larval and adult tissues, with no specific pattern of protein expression (data not shown).@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "wild-type") (:form . "wild-type") (:end . 12)\n (:start . 3) (:id . 43))\n ((:tag . "NNS") (:stem . "animal") (:form . "animals") (:end . 20)\n (:start . 13) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 21) (:start . 20)\n (:id . 45))\n ((:tag . "NN") (:stem . "use") (:form . "use") (:end . 25) (:start . 22)\n (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 28) (:start . 26)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 32) (:start . 29)\n (:id . 48))\n ((:tag . "JJ") (:stem . "anti-dhtt") (:form . "anti-dHtt") (:end . 42)\n (:start . 33) (:id . 49))\n ((:tag . "NN") (:stem . "antibody") (:form . "antibody") (:end . 51)\n (:start . 43) (:id . 50))\n ((:tag . "VBD") (:stem . "result") (:form . "resulted") (:end . 60)\n (:start . 52) (:id . 51))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 63) (:start . 61)\n (:id . 52))\n ((:tag . "JJ") (:stem . "low-level") (:form . "low-level") (:end . 73)\n (:start . 64) (:id . 53))\n ((:tag . "JJ") (:stem . "ubiquitous") (:form . "ubiquitous") (:end . 84)\n (:start . 74) (:id . 54))\n ((:tag . "NN") (:stem . "staining") (:form . "staining") (:end . 93)\n (:start . 85) (:id . 55))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 96) (:start . 94)\n (:id . 56))\n ((:tag . "NNS") (:stem . "embryo") (:form . "embryos") (:end . 104)\n (:start . 97) (:id . 57))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 105) (:start . 104)\n (:id . 58))\n ((:tag . "JJ") (:stem . "larval") (:form . "larval") (:end . 112)\n (:start . 106) (:id . 59))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 116) (:start . 113)\n (:id . 60))\n ((:tag . "JJ") (:stem . "adult") (:form . "adult") (:end . 122)\n (:start . 117) (:id . 61))\n ((:tag . "NNS") (:stem . "tissue") (:form . "tissues") (:end . 130)\n (:start . 123) (:id . 62))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 131) (:start . 130)\n (:id . 63))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 136) (:start . 132)\n (:id . 64))\n ((:tag . "DT") (:stem . "no") (:form . "no") (:end . 139) (:start . 137)\n (:id . 65))\n ((:tag . "JJ") (:stem . "specific") (:form . "specific") (:end . 148)\n (:start . 140) (:id . 66))\n ((:tag . "NN") (:stem . "pattern") (:form . "pattern") (:end . 156)\n (:start . 149) (:id . 67))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 159) (:start . 157)\n (:id . 68))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 167)\n (:start . 160) (:id . 69))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 178)\n (:start . 168) (:id . 70))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 180) (:start . 179)\n (:id . 71))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 184)\n (:start . 180) (:id . 72))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 188) (:start . 185)\n (:id . 73))\n ((:tag . "VBN") (:stem . "show") (:form . "shown") (:end . 194)\n (:start . 189) (:id . 74))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 195) (:start . 194)\n (:id . 75))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 196) (:start . 195)\n (:id . 76)))@@@1@35@((:identifiers (:sid . :s8.97) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502349@unknown@formal@none@1@S@At the subcellular level, ectopically expressed dHtt was found predominantly in the cytoplasm in transfected S2 cells and in larval tissues (Fig. 1G–K and data not shown), suggesting that dHtt, similar to its human counterpart, is mainly a cytoplasmic protein.@(((:tag . "IN") (:stem . "at") (:form . "At") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "JJ") (:stem . "subcellular") (:form . "subcellular") (:end . 18)\n (:start . 7) (:id . 44))\n ((:tag . "NN") (:stem . "level") (:form . "level") (:end . 24) (:start . 19)\n (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 25) (:start . 24)\n (:id . 46))\n ((:tag . "RB") (:stem . "ectopically") (:form . "ectopically") (:end . 37)\n (:start . 26) (:id . 47))\n ((:tag . "VBN") (:stem . "express") (:form . "expressed") (:end . 47)\n (:start . 38) (:id . 48))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dHtt") (:end . 52) (:start . 48)\n (:id . 49))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 56) (:start . 53)\n (:id . 50))\n ((:tag . "VBN") (:stem . "find") (:form . "found") (:end . 62) (:start . 57)\n (:id . 51))\n ((:tag . "RB") (:stem . "predominantly") (:form . "predominantly")\n (:end . 76) (:start . 63) (:id . 52))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 79) (:start . 77)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 83) (:start . 80)\n (:id . 54))\n ((:tag . "NN") (:stem . "cytoplasm") (:form . "cytoplasm") (:end . 93)\n (:start . 84) (:id . 55))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 96) (:start . 94)\n (:id . 56))\n ((:tag . "VBN") (:stem . "transfecte") (:form . "transfected") (:end . 108)\n (:start . 97) (:id . 57))\n ((:tag . "NN") (:stem . "s2") (:form . "S2") (:end . 111) (:start . 109)\n (:id . 58))\n ((:tag . "NNS") (:stem . "cell") (:form . "cells") (:end . 117)\n (:start . 112) (:id . 59))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 121) (:start . 118)\n (:id . 60))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 124) (:start . 122)\n (:id . 61))\n ((:tag . "JJ") (:stem . "larval") (:form . "larval") (:end . 131)\n (:start . 125) (:id . 62))\n ((:tag . "NNS") (:stem . "tissue") (:form . "tissues") (:end . 139)\n (:start . 132) (:id . 63))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 141) (:start . 140)\n (:id . 64))\n ((:tag . "NNP") (:stem . "Fig.") (:form . "Fig.") (:end . 145) (:start . 141)\n (:id . 65))\n ((:tag . "NNP") (:stem . "1G–K") (:form . "1G–K") (:end . 150) (:start . 146)\n (:id . 66))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 154) (:start . 151)\n (:id . 67))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 159)\n (:start . 155) (:id . 68))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 163) (:start . 160)\n (:id . 69))\n ((:tag . "VBN") (:stem . "show") (:form . "shown") (:end . 169)\n (:start . 164) (:id . 70))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 170) (:start . 169)\n (:id . 71))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 171) (:start . 170)\n (:id . 72))\n ((:tag . "VBG") (:stem . "suggest") (:form . "suggesting") (:end . 182)\n (:start . 172) (:id . 73))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 187) (:start . 183)\n (:id . 74))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dHtt") (:end . 192) (:start . 188)\n (:id . 75))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 193) (:start . 192)\n (:id . 76))\n ((:tag . "JJ") (:stem . "similar") (:form . "similar") (:end . 201)\n (:start . 194) (:id . 77))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 204) (:start . 202)\n (:id . 78))\n ((:tag . "PRP$") (:stem . "its") (:form . "its") (:end . 208) (:start . 205)\n (:id . 79))\n ((:tag . "JJ") (:stem . "human") (:form . "human") (:end . 214)\n (:start . 209) (:id . 80))\n ((:tag . "NN") (:stem . "counterpart") (:form . "counterpart") (:end . 226)\n (:start . 215) (:id . 81))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 227) (:start . 226)\n (:id . 82))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 230) (:start . 228)\n (:id . 83))\n ((:tag . "RB") (:stem . "mainly") (:form . "mainly") (:end . 237)\n (:start . 231) (:id . 84))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 239) (:start . 238)\n (:id . 85))\n ((:tag . "JJ") (:stem . "cytoplasmic") (:form . "cytoplasmic") (:end . 251)\n (:start . 240) (:id . 86))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 259)\n (:start . 252) (:id . 87))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 260) (:start . 259)\n (:id . 88)))@@@1@47@((:hcues ((:id . :x8.98.1) (:span 172 182)))\n (:hscopes ((:id . :x8.98.1) (:span 172 259)))\n (:identifiers (:sid . :s8.98) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502350@unknown@formal@none@1@S@Creating a dhtt deletion@(((:tag . "VBG") (:stem . "create") (:form . "Creating") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 10) (:start . 9)\n (:id . 43))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 15) (:start . 11)\n (:id . 44))\n ((:tag . "NN") (:stem . "deletion") (:form . "deletion") (:end . 24)\n (:start . 16) (:id . 45)))@@@1@4@((:identifiers (:sid . :s8.99) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5502351@unknown@formal@none@1@S@Similar to human Htt, dhtt encodes an unusually large protein of 3583 a.a. residues.@(((:tag . "JJ") (:stem . "similar") (:form . "Similar") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 10) (:start . 8)\n (:id . 43))\n ((:tag . "JJ") (:stem . "human") (:form . "human") (:end . 16) (:start . 11)\n (:id . 44))\n ((:tag . "NNP") (:stem . "Htt") (:form . "Htt") (:end . 20) (:start . 17)\n (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 21) (:start . 20)\n (:id . 46))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 26) (:start . 22)\n (:id . 47))\n ((:tag . "VBZ") (:stem . "encode") (:form . "encodes") (:end . 34)\n (:start . 27) (:id . 48))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 37) (:start . 35)\n (:id . 49))\n ((:tag . "RB") (:stem . "unusually") (:form . "unusually") (:end . 47)\n (:start . 38) (:id . 50))\n ((:tag . "JJ") (:stem . "large") (:form . "large") (:end . 53) (:start . 48)\n (:id . 51))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 61)\n (:start . 54) (:id . 52))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 64) (:start . 62)\n (:id . 53))\n ((:tag . "CD") (:stem . "3583") (:form . "3583") (:end . 69) (:start . 65)\n (:id . 54))\n ((:tag . "NN") (:stem . "a.a.") (:form . "a.a.") (:end . 74) (:start . 70)\n (:id . 55))\n ((:tag . "NNS") (:stem . "residue") (:form . "residues") (:end . 83)\n (:start . 75) (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 84) (:start . 83)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s8.100) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502352@unknown@formal@none@1@S@The cDNA for the dhtt gene is 11,579 base pairs (bp) long and is derived from 29 exons in a 38 kb transcribed genomic region at cytological interval 98E2 (Li et al., 1999) (Fig. 2A,C).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "cdna") (:form . "cDNA") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 12) (:start . 9)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 16) (:start . 13)\n (:id . 45))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 21) (:start . 17)\n (:id . 46))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 26) (:start . 22)\n (:id . 47))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 29) (:start . 27)\n (:id . 48))\n ((:tag . "CD") (:stem . "11,579") (:form . "11,579") (:end . 36)\n (:start . 30) (:id . 49))\n ((:tag . "NN") (:stem . "base") (:form . "base") (:end . 41) (:start . 37)\n (:id . 50))\n ((:tag . "NNS") (:stem . "pair") (:form . "pairs") (:end . 47) (:start . 42)\n (:id . 51))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 49) (:start . 48)\n (:id . 52))\n ((:tag . "NN") (:stem . "bp") (:form . "bp") (:end . 51) (:start . 49)\n (:id . 53))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 52) (:start . 51)\n (:id . 54))\n ((:tag . "RB") (:stem . "long") (:form . "long") (:end . 57) (:start . 53)\n (:id . 55))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 61) (:start . 58)\n (:id . 56))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 64) (:start . 62)\n (:id . 57))\n ((:tag . "VBN") (:stem . "derive") (:form . "derived") (:end . 72)\n (:start . 65) (:id . 58))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 77) (:start . 73)\n (:id . 59))\n ((:tag . "CD") (:stem . "29") (:form . "29") (:end . 80) (:start . 78)\n (:id . 60))\n ((:tag . "NNS") (:stem . "exon") (:form . "exons") (:end . 86) (:start . 81)\n (:id . 61))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 89) (:start . 87)\n (:id . 62))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 91) (:start . 90)\n (:id . 63))\n ((:tag . "CD") (:stem . "38") (:form . "38") (:end . 94) (:start . 92)\n (:id . 64))\n ((:tag . "NN") (:stem . "kb") (:form . "kb") (:end . 97) (:start . 95)\n (:id . 65))\n ((:tag . "VBN") (:stem . "transcribe") (:form . "transcribed") (:end . 109)\n (:start . 98) (:id . 66))\n ((:tag . "JJ") (:stem . "genomic") (:form . "genomic") (:end . 117)\n (:start . 110) (:id . 67))\n ((:tag . "NN") (:stem . "region") (:form . "region") (:end . 124)\n (:start . 118) (:id . 68))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 127) (:start . 125)\n (:id . 69))\n ((:tag . "JJ") (:stem . "cytological") (:form . "cytological") (:end . 139)\n (:start . 128) (:id . 70))\n ((:tag . "NN") (:stem . "interval") (:form . "interval") (:end . 148)\n (:start . 140) (:id . 71))\n ((:tag . "NN") (:stem . "98e2") (:form . "98E2") (:end . 153) (:start . 149)\n (:id . 72))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 155) (:start . 154)\n (:id . 73))\n ((:tag . "NNP") (:stem . "Li") (:form . "Li") (:end . 157) (:start . 155)\n (:id . 74))\n ((:tag . "FW") (:stem . "et") (:form . "et") (:end . 160) (:start . 158)\n (:id . 75))\n ((:tag . "FW") (:stem . "al.") (:form . "al.") (:end . 164) (:start . 161)\n (:id . 76))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 165) (:start . 164)\n (:id . 77))\n ((:tag . "CD") (:stem . "1999") (:form . "1999") (:end . 170) (:start . 166)\n (:id . 78))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 171) (:start . 170)\n (:id . 79))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 173) (:start . 172)\n (:id . 80))\n ((:tag . "NNP") (:stem . "Fig.") (:form . "Fig.") (:end . 177) (:start . 173)\n (:id . 81))\n ((:tag . "CD") (:stem . "2A,C") (:form . "2A,C") (:end . 182) (:start . 178)\n (:id . 82))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 183) (:start . 182)\n (:id . 83))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 184) (:start . 183)\n (:id . 84)))@@@1@43@((:identifiers (:sid . :s8.101) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502353@unknown@formal@none@1@S@No null mutations in dhtt have been isolated previously.@(((:tag . "DT") (:stem . "no") (:form . "No") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "null") (:form . "null") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "NNS") (:stem . "mutation") (:form . "mutations") (:end . 17)\n (:start . 8) (:id . 44))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 20) (:start . 18)\n (:id . 45))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 25) (:start . 21)\n (:id . 46))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 30) (:start . 26)\n (:id . 47))\n ((:tag . "VBN") (:stem . "be") (:form . "been") (:end . 35) (:start . 31)\n (:id . 48))\n ((:tag . "VBN") (:stem . "isolate") (:form . "isolated") (:end . 44)\n (:start . 36) (:id . 49))\n ((:tag . "RB") (:stem . "previously") (:form . "previously") (:end . 55)\n (:start . 45) (:id . 50))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 56) (:start . 55)\n (:id . 51)))@@@1@10@((:identifiers (:sid . :s8.102) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502354@unknown@formal@none@1@S@To generate a null mutant for dHtt, we selected two FRT-bearing insertion lines surrounding dhtt: p-element d08071, which is inserted at the 5' end of the neighboring CG9990 gene, and piggyBac insertion f05417, which is located inside the intron between dhtt exon 27 and exon 28 near the 3' end of the gene (Fig. 2A).@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VB") (:stem . "generate") (:form . "generate") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 13) (:start . 12)\n (:id . 44))\n ((:tag . "JJ") (:stem . "null") (:form . "null") (:end . 18) (:start . 14)\n (:id . 45))\n ((:tag . "NN") (:stem . "mutant") (:form . "mutant") (:end . 25)\n (:start . 19) (:id . 46))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 29) (:start . 26)\n (:id . 47))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dHtt") (:end . 34) (:start . 30)\n (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 35) (:start . 34)\n (:id . 49))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 38) (:start . 36)\n (:id . 50))\n ((:tag . "VBD") (:stem . "select") (:form . "selected") (:end . 47)\n (:start . 39) (:id . 51))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 51) (:start . 48)\n (:id . 52))\n ((:tag . "JJ") (:stem . "frt-bearing") (:form . "FRT-bearing") (:end . 63)\n (:start . 52) (:id . 53))\n ((:tag . "NN") (:stem . "insertion") (:form . "insertion") (:end . 73)\n (:start . 64) (:id . 54))\n ((:tag . "NNS") (:stem . "line") (:form . "lines") (:end . 79) (:start . 74)\n (:id . 55))\n ((:tag . "VBG") (:stem . "surround") (:form . "surrounding") (:end . 91)\n (:start . 80) (:id . 56))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 96) (:start . 92)\n (:id . 57))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 97) (:start . 96)\n (:id . 58))\n ((:tag . "NN") (:stem . "p-element") (:form . "p-element") (:end . 107)\n (:start . 98) (:id . 59))\n ((:tag . "NN") (:stem . "d08071") (:form . "d08071") (:end . 114)\n (:start . 108) (:id . 60))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 115) (:start . 114)\n (:id . 61))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 121)\n (:start . 116) (:id . 62))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 124) (:start . 122)\n (:id . 63))\n ((:tag . "VBN") (:stem . "insert") (:form . "inserted") (:end . 133)\n (:start . 125) (:id . 64))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 136) (:start . 134)\n (:id . 65))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 140) (:start . 137)\n (:id . 66))\n ((:tag . "CD") (:stem . "5") (:form . "5") (:end . 142) (:start . 141)\n (:id . 67))\n ((:tag . "SYM") (:stem . "'") (:form . "’") (:end . 143) (:start . 142)\n (:id . 68))\n ((:tag . "NN") (:stem . "end") (:form . "end") (:end . 147) (:start . 144)\n (:id . 69))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 150) (:start . 148)\n (:id . 70))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 154) (:start . 151)\n (:id . 71))\n ((:tag . "VBG") (:stem . "neighbor") (:form . "neighboring") (:end . 166)\n (:start . 155) (:id . 72))\n ((:tag . "NN") (:stem . "cg9990") (:form . "CG9990") (:end . 173)\n (:start . 167) (:id . 73))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 178) (:start . 174)\n (:id . 74))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 179) (:start . 178)\n (:id . 75))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 183) (:start . 180)\n (:id . 76))\n ((:tag . "NN") (:stem . "piggybac") (:form . "piggyBac") (:end . 192)\n (:start . 184) (:id . 77))\n ((:tag . "NN") (:stem . "insertion") (:form . "insertion") (:end . 202)\n (:start . 193) (:id . 78))\n ((:tag . "NN") (:stem . "f05417") (:form . "f05417") (:end . 209)\n (:start . 203) (:id . 79))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 210) (:start . 209)\n (:id . 80))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 216)\n (:start . 211) (:id . 81))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 219) (:start . 217)\n (:id . 82))\n ((:tag . "JJ") (:stem . "located") (:form . "located") (:end . 227)\n (:start . 220) (:id . 83))\n ((:tag . "IN") (:stem . "inside") (:form . "inside") (:end . 234)\n (:start . 228) (:id . 84))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 238) (:start . 235)\n (:id . 85))\n ((:tag . "NN") (:stem . "intron") (:form . "intron") (:end . 245)\n (:start . 239) (:id . 86))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 253)\n (:start . 246) (:id . 87))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 258) (:start . 254)\n (:id . 88))\n ((:tag . "NN") (:stem . "exon") (:form . "exon") (:end . 263) (:start . 259)\n (:id . 89))\n ((:tag . "CD") (:stem . "27") (:form . "27") (:end . 266) (:start . 264)\n (:id . 90))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 270) (:start . 267)\n (:id . 91))\n ((:tag . "NN") (:stem . "exon") (:form . "exon") (:end . 275) (:start . 271)\n (:id . 92))\n ((:tag . "CD") (:stem . "28") (:form . "28") (:end . 278) (:start . 276)\n (:id . 93))\n ((:tag . "IN") (:stem . "near") (:form . "near") (:end . 283) (:start . 279)\n (:id . 94))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 287) (:start . 284)\n (:id . 95))\n ((:tag . "CD") (:stem . "3") (:form . "3") (:end . 289) (:start . 288)\n (:id . 96))\n ((:tag . "SYM") (:stem . "'") (:form . "’") (:end . 290) (:start . 289)\n (:id . 97))\n ((:tag . "NN") (:stem . "end") (:form . "end") (:end . 294) (:start . 291)\n (:id . 98))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 297) (:start . 295)\n (:id . 99))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 301) (:start . 298)\n (:id . 100))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 306) (:start . 302)\n (:id . 101))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 308) (:start . 307)\n (:id . 102))\n ((:tag . "NNP") (:stem . "Fig.") (:form . "Fig.") (:end . 312) (:start . 308)\n (:id . 103))\n ((:tag . "NN") (:stem . "2a") (:form . "2A") (:end . 315) (:start . 313)\n (:id . 104))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 316) (:start . 315)\n (:id . 105))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 317) (:start . 316)\n (:id . 106)))@@@1@65@((:identifiers (:sid . :s8.103) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502355@unknown@formal@none@1@S@Using flipase (FLP)–FRT-mediated recombination (Parks et al., 2004), we generated a precise deletion of 55 kb between the two insertions (see Methods).@(((:tag . "VBG") (:stem . "use") (:form . "Using") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "flipase") (:form . "flipase") (:end . 13)\n (:start . 6) (:id . 43))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 15) (:start . 14)\n (:id . 44))\n ((:tag . "JJ") (:stem . "FLP)–FRT-mediated") (:form . "FLP)–FRT-mediated")\n (:end . 32) (:start . 15) (:id . 45))\n ((:tag . "NN") (:stem . "recombination") (:form . "recombination")\n (:end . 46) (:start . 33) (:id . 46))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 48) (:start . 47)\n (:id . 47))\n ((:tag . "NNP") (:stem . "Park") (:form . "Parks") (:end . 53) (:start . 48)\n (:id . 48))\n ((:tag . "FW") (:stem . "et") (:form . "et") (:end . 56) (:start . 54)\n (:id . 49))\n ((:tag . "FW") (:stem . "al.") (:form . "al.") (:end . 60) (:start . 57)\n (:id . 50))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 61) (:start . 60)\n (:id . 51))\n ((:tag . "CD") (:stem . "2004") (:form . "2004") (:end . 66) (:start . 62)\n (:id . 52))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 67) (:start . 66)\n (:id . 53))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 68) (:start . 67)\n (:id . 54))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 71) (:start . 69)\n (:id . 55))\n ((:tag . "VBD") (:stem . "generate") (:form . "generated") (:end . 81)\n (:start . 72) (:id . 56))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 83) (:start . 82)\n (:id . 57))\n ((:tag . "JJ") (:stem . "precise") (:form . "precise") (:end . 91)\n (:start . 84) (:id . 58))\n ((:tag . "NN") (:stem . "deletion") (:form . "deletion") (:end . 100)\n (:start . 92) (:id . 59))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 103) (:start . 101)\n (:id . 60))\n ((:tag . "CD") (:stem . "55") (:form . "55") (:end . 106) (:start . 104)\n (:id . 61))\n ((:tag . "NN") (:stem . "kb") (:form . "kb") (:end . 109) (:start . 107)\n (:id . 62))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 117)\n (:start . 110) (:id . 63))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 121) (:start . 118)\n (:id . 64))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 125) (:start . 122)\n (:id . 65))\n ((:tag . "NNS") (:stem . "insertion") (:form . "insertions") (:end . 136)\n (:start . 126) (:id . 66))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 138) (:start . 137)\n (:id . 67))\n ((:tag . "VB") (:stem . "see") (:form . "see") (:end . 141) (:start . 138)\n (:id . 68))\n ((:tag . "NNS") (:stem . "method") (:form . "Methods") (:end . 149)\n (:start . 142) (:id . 69))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 150) (:start . 149)\n (:id . 70))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 151) (:start . 150)\n (:id . 71)))@@@1@30@((:identifiers (:sid . :s8.104) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502356@unknown@formal@none@1@S@This deletion allele, termed Df(98E2), removed most of the CG9990 gene and 34 kb of the 38 kb genomic-coding region for dhtt, with only the last two exons of the dhtt gene remaining (Fig. 2A–C).@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "deletion") (:form . "deletion") (:end . 13)\n (:start . 5) (:id . 43))\n ((:tag . "NN") (:stem . "allele") (:form . "allele") (:end . 20)\n (:start . 14) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 21) (:start . 20)\n (:id . 45))\n ((:tag . "VBN") (:stem . "term") (:form . "termed") (:end . 28) (:start . 22)\n (:id . 46))\n ((:tag . "NNP") (:stem . "Df(98E2)") (:form . "Df(98E2)") (:end . 37)\n (:start . 29) (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 38) (:start . 37)\n (:id . 48))\n ((:tag . "VBD") (:stem . "remove") (:form . "removed") (:end . 46)\n (:start . 39) (:id . 49))\n ((:tag . "JJS") (:stem . "most") (:form . "most") (:end . 51) (:start . 47)\n (:id . 50))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 54) (:start . 52)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 58) (:start . 55)\n (:id . 52))\n ((:tag . "NN") (:stem . "cg9990") (:form . "CG9990") (:end . 65)\n (:start . 59) (:id . 53))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 70) (:start . 66)\n (:id . 54))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 74) (:start . 71)\n (:id . 55))\n ((:tag . "CD") (:stem . "34") (:form . "34") (:end . 77) (:start . 75)\n (:id . 56))\n ((:tag . "NN") (:stem . "kb") (:form . "kb") (:end . 80) (:start . 78)\n (:id . 57))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 83) (:start . 81)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 87) (:start . 84)\n (:id . 59))\n ((:tag . "CD") (:stem . "38") (:form . "38") (:end . 90) (:start . 88)\n (:id . 60))\n ((:tag . "NN") (:stem . "kb") (:form . "kb") (:end . 93) (:start . 91)\n (:id . 61))\n ((:tag . "JJ") (:stem . "genomic-coding") (:form . "genomic-coding")\n (:end . 108) (:start . 94) (:id . 62))\n ((:tag . "NN") (:stem . "region") (:form . "region") (:end . 115)\n (:start . 109) (:id . 63))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 119) (:start . 116)\n (:id . 64))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 124) (:start . 120)\n (:id . 65))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 125) (:start . 124)\n (:id . 66))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 130) (:start . 126)\n (:id . 67))\n ((:tag . "RB") (:stem . "only") (:form . "only") (:end . 135) (:start . 131)\n (:id . 68))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 139) (:start . 136)\n (:id . 69))\n ((:tag . "JJ") (:stem . "last") (:form . "last") (:end . 144) (:start . 140)\n (:id . 70))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 148) (:start . 145)\n (:id . 71))\n ((:tag . "NNS") (:stem . "exon") (:form . "exons") (:end . 154)\n (:start . 149) (:id . 72))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 157) (:start . 155)\n (:id . 73))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 161) (:start . 158)\n (:id . 74))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 166) (:start . 162)\n (:id . 75))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 171) (:start . 167)\n (:id . 76))\n ((:tag . "VBG") (:stem . "remain") (:form . "remaining") (:end . 181)\n (:start . 172) (:id . 77))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 183) (:start . 182)\n (:id . 78))\n ((:tag . "NNP") (:stem . "Fig.") (:form . "Fig.") (:end . 187) (:start . 183)\n (:id . 79))\n ((:tag . "NNP") (:stem . "2A–C") (:form . "2A–C") (:end . 192) (:start . 188)\n (:id . 80))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 193) (:start . 192)\n (:id . 81))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 194) (:start . 193)\n (:id . 82)))@@@1@41@((:identifiers (:sid . :s8.105) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502357@unknown@formal@none@1@S@The deletion was confirmed by inverse PCR from extracted genomic DNA and by DNA sequencing (data not shown).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "deletion") (:form . "deletion") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 16) (:start . 13)\n (:id . 44))\n ((:tag . "VBN") (:stem . "confirm") (:form . "confirmed") (:end . 26)\n (:start . 17) (:id . 45))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 29) (:start . 27)\n (:id . 46))\n ((:tag . "JJ") (:stem . "inverse") (:form . "inverse") (:end . 37)\n (:start . 30) (:id . 47))\n ((:tag . "NN") (:stem . "pcr") (:form . "PCR") (:end . 41) (:start . 38)\n (:id . 48))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 46) (:start . 42)\n (:id . 49))\n ((:tag . "VBN") (:stem . "extract") (:form . "extracted") (:end . 56)\n (:start . 47) (:id . 50))\n ((:tag . "JJ") (:stem . "genomic") (:form . "genomic") (:end . 64)\n (:start . 57) (:id . 51))\n ((:tag . "NN") (:stem . "dna") (:form . "DNA") (:end . 68) (:start . 65)\n (:id . 52))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 72) (:start . 69)\n (:id . 53))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 75) (:start . 73)\n (:id . 54))\n ((:tag . "NN") (:stem . "dna") (:form . "DNA") (:end . 79) (:start . 76)\n (:id . 55))\n ((:tag . "NN") (:stem . "sequencing") (:form . "sequencing") (:end . 90)\n (:start . 80) (:id . 56))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 92) (:start . 91)\n (:id . 57))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 96) (:start . 92)\n (:id . 58))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 100) (:start . 97)\n (:id . 59))\n ((:tag . "VBN") (:stem . "show") (:form . "shown") (:end . 106)\n (:start . 101) (:id . 60))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 107) (:start . 106)\n (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 108) (:start . 107)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s8.106) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502358@unknown@formal@none@1@S@Genomic organization of the dhtt locus and the dhtt-ko deletion.@(((:tag . "JJ") (:stem . "genomic") (:form . "Genomic") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "organization") (:form . "organization") (:end . 20)\n (:start . 8) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 23) (:start . 21)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 27) (:start . 24)\n (:id . 45))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 32) (:start . 28)\n (:id . 46))\n ((:tag . "NN") (:stem . "locus") (:form . "locus") (:end . 38) (:start . 33)\n (:id . 47))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 42) (:start . 39)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 46) (:start . 43)\n (:id . 49))\n ((:tag . "JJ") (:stem . "dhtt-ko") (:form . "dhtt-ko") (:end . 54)\n (:start . 47) (:id . 50))\n ((:tag . "NN") (:stem . "deletion") (:form . "deletion") (:end . 63)\n (:start . 55) (:id . 51))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 64) (:start . 63)\n (:id . 52)))@@@1@11@((:identifiers (:sid . :s8.107) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502359@unknown@formal@none@1@S@(A) The genomic structure of cytological region 98E2.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "a") (:form . "A") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "The") (:end . 7) (:start . 4)\n (:id . 45))\n ((:tag . "JJ") (:stem . "genomic") (:form . "genomic") (:end . 15)\n (:start . 8) (:id . 46))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 25)\n (:start . 16) (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 28) (:start . 26)\n (:id . 48))\n ((:tag . "JJ") (:stem . "cytological") (:form . "cytological") (:end . 40)\n (:start . 29) (:id . 49))\n ((:tag . "NN") (:stem . "region") (:form . "region") (:end . 47)\n (:start . 41) (:id . 50))\n ((:tag . "NN") (:stem . "98e2") (:form . "98E2") (:end . 52) (:start . 48)\n (:id . 51))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 53) (:start . 52)\n (:id . 52)))@@@1@11@((:identifiers (:sid . :s8.108) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502360@unknown@formal@none@1@S@The scale bar on top indicates the gene size (in base pairs).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "scale") (:form . "scale") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "bar") (:form . "bar") (:end . 13) (:start . 10)\n (:id . 44))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 16) (:start . 14)\n (:id . 45))\n ((:tag . "NN") (:stem . "top") (:form . "top") (:end . 20) (:start . 17)\n (:id . 46))\n ((:tag . "VBZ") (:stem . "indicate") (:form . "indicates") (:end . 30)\n (:start . 21) (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 34) (:start . 31)\n (:id . 48))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 39) (:start . 35)\n (:id . 49))\n ((:tag . "NN") (:stem . "size") (:form . "size") (:end . 44) (:start . 40)\n (:id . 50))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 46) (:start . 45)\n (:id . 51))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 48) (:start . 46)\n (:id . 52))\n ((:tag . "NN") (:stem . "base") (:form . "base") (:end . 53) (:start . 49)\n (:id . 53))\n ((:tag . "NNS") (:stem . "pair") (:form . "pairs") (:end . 59) (:start . 54)\n (:id . 54))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 60) (:start . 59)\n (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 61) (:start . 60)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s8.109) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502361@unknown@formal@none@1@S@The position and transcriptional direction of dhtt and nearby genes (open boxes) is shown; introns (dashed lines) and exons (colored filled boxes) are labeled, as well as the FRT insertions (triangles) used for generating the Df(98E2) deficiency.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "position") (:form . "position") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 16) (:start . 13)\n (:id . 44))\n ((:tag . "JJ") (:stem . "transcriptional") (:form . "transcriptional")\n (:end . 32) (:start . 17) (:id . 45))\n ((:tag . "NN") (:stem . "direction") (:form . "direction") (:end . 42)\n (:start . 33) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 45) (:start . 43)\n (:id . 47))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 50) (:start . 46)\n (:id . 48))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 54) (:start . 51)\n (:id . 49))\n ((:tag . "JJ") (:stem . "nearby") (:form . "nearby") (:end . 61)\n (:start . 55) (:id . 50))\n ((:tag . "NNS") (:stem . "gene") (:form . "genes") (:end . 67) (:start . 62)\n (:id . 51))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 69) (:start . 68)\n (:id . 52))\n ((:tag . "JJ") (:stem . "open") (:form . "open") (:end . 73) (:start . 69)\n (:id . 53))\n ((:tag . "NNS") (:stem . "box") (:form . "boxes") (:end . 79) (:start . 74)\n (:id . 54))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 80) (:start . 79)\n (:id . 55))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 83) (:start . 81)\n (:id . 56))\n ((:tag . "VBN") (:stem . "show") (:form . "shown") (:end . 89) (:start . 84)\n (:id . 57))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 90) (:start . 89)\n (:id . 58))\n ((:tag . "NNS") (:stem . "intron") (:form . "introns") (:end . 98)\n (:start . 91) (:id . 59))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 100) (:start . 99)\n (:id . 60))\n ((:tag . "VBN") (:stem . "dash") (:form . "dashed") (:end . 106)\n (:start . 100) (:id . 61))\n ((:tag . "NNS") (:stem . "line") (:form . "lines") (:end . 112)\n (:start . 107) (:id . 62))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 113) (:start . 112)\n (:id . 63))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 117) (:start . 114)\n (:id . 64))\n ((:tag . "NNS") (:stem . "exon") (:form . "exons") (:end . 123)\n (:start . 118) (:id . 65))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 125) (:start . 124)\n (:id . 66))\n ((:tag . "VBN") (:stem . "color") (:form . "colored") (:end . 132)\n (:start . 125) (:id . 67))\n ((:tag . "VBN") (:stem . "fill") (:form . "filled") (:end . 139)\n (:start . 133) (:id . 68))\n ((:tag . "NNS") (:stem . "box") (:form . "boxes") (:end . 145) (:start . 140)\n (:id . 69))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 146) (:start . 145)\n (:id . 70))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 150) (:start . 147)\n (:id . 71))\n ((:tag . "VBN") (:stem . "label") (:form . "labeled") (:end . 158)\n (:start . 151) (:id . 72))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 159) (:start . 158)\n (:id . 73))\n ((:tag . "RB") (:stem . "as") (:form . "as") (:end . 162) (:start . 160)\n (:id . 74))\n ((:tag . "RB") (:stem . "well") (:form . "well") (:end . 167) (:start . 163)\n (:id . 75))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 170) (:start . 168)\n (:id . 76))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 174) (:start . 171)\n (:id . 77))\n ((:tag . "NNP") (:stem . "FRT") (:form . "FRT") (:end . 178) (:start . 175)\n (:id . 78))\n ((:tag . "NNS") (:stem . "insertion") (:form . "insertions") (:end . 189)\n (:start . 179) (:id . 79))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 191) (:start . 190)\n (:id . 80))\n ((:tag . "NNS") (:stem . "triangle") (:form . "triangles") (:end . 200)\n (:start . 191) (:id . 81))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 201) (:start . 200)\n (:id . 82))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 206) (:start . 202)\n (:id . 83))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 210) (:start . 207)\n (:id . 84))\n ((:tag . "VBG") (:stem . "generate") (:form . "generating") (:end . 221)\n (:start . 211) (:id . 85))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 225) (:start . 222)\n (:id . 86))\n ((:tag . "JJ") (:stem . "Df(98E2)") (:form . "Df(98E2)") (:end . 234)\n (:start . 226) (:id . 87))\n ((:tag . "NN") (:stem . "deficiency") (:form . "deficiency") (:end . 245)\n (:start . 235) (:id . 88))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 246) (:start . 245)\n (:id . 89)))@@@1@48@((:identifiers (:sid . :s8.110) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502362@unknown@formal@none@1@S@(B) dhtt-ko was generated by an FRT-mediated precise deletion [Df(98E2)] of a 55 kb genomic region covering most of CG9990 and dhtt.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "B") (:form . "B") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "NN") (:stem . "dhtt-ko") (:form . "dhtt-ko") (:end . 11)\n (:start . 4) (:id . 45))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 15) (:start . 12)\n (:id . 46))\n ((:tag . "VBN") (:stem . "generate") (:form . "generated") (:end . 25)\n (:start . 16) (:id . 47))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 28) (:start . 26)\n (:id . 48))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 31) (:start . 29)\n (:id . 49))\n ((:tag . "JJ") (:stem . "frt-mediated") (:form . "FRT-mediated") (:end . 44)\n (:start . 32) (:id . 50))\n ((:tag . "JJ") (:stem . "precise") (:form . "precise") (:end . 52)\n (:start . 45) (:id . 51))\n ((:tag . "NN") (:stem . "deletion") (:form . "deletion") (:end . 61)\n (:start . 53) (:id . 52))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 63) (:start . 62)\n (:id . 53))\n ((:tag . "JJ") (:stem . "Df(98E2)") (:form . "Df(98E2)") (:end . 71)\n (:start . 63) (:id . 54))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 72) (:start . 71)\n (:id . 55))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 75) (:start . 73)\n (:id . 56))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 77) (:start . 76)\n (:id . 57))\n ((:tag . "CD") (:stem . "55") (:form . "55") (:end . 80) (:start . 78)\n (:id . 58))\n ((:tag . "NN") (:stem . "kb") (:form . "kb") (:end . 83) (:start . 81)\n (:id . 59))\n ((:tag . "JJ") (:stem . "genomic") (:form . "genomic") (:end . 91)\n (:start . 84) (:id . 60))\n ((:tag . "NN") (:stem . "region") (:form . "region") (:end . 98)\n (:start . 92) (:id . 61))\n ((:tag . "VBG") (:stem . "cover") (:form . "covering") (:end . 107)\n (:start . 99) (:id . 62))\n ((:tag . "JJS") (:stem . "most") (:form . "most") (:end . 112) (:start . 108)\n (:id . 63))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 115) (:start . 113)\n (:id . 64))\n ((:tag . "NN") (:stem . "cg9990") (:form . "CG9990") (:end . 122)\n (:start . 116) (:id . 65))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 126) (:start . 123)\n (:id . 66))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 131) (:start . 127)\n (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 132) (:start . 131)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s8.111) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502363@unknown@formal@none@1@S@A genomic transgene covering the entirety of CG9990 (open box) was reintroduced as a transgenic construct in the Df(98E2) background.@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "genomic") (:form . "genomic") (:end . 9)\n (:start . 2) (:id . 43))\n ((:tag . "NN") (:stem . "transgene") (:form . "transgene") (:end . 19)\n (:start . 10) (:id . 44))\n ((:tag . "VBG") (:stem . "cover") (:form . "covering") (:end . 28)\n (:start . 20) (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 32) (:start . 29)\n (:id . 46))\n ((:tag . "NN") (:stem . "entirety") (:form . "entirety") (:end . 41)\n (:start . 33) (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 44) (:start . 42)\n (:id . 48))\n ((:tag . "NNP") (:stem . "CG9990") (:form . "CG9990") (:end . 51)\n (:start . 45) (:id . 49))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 53) (:start . 52)\n (:id . 50))\n ((:tag . "JJ") (:stem . "open") (:form . "open") (:end . 57) (:start . 53)\n (:id . 51))\n ((:tag . "NN") (:stem . "box") (:form . "box") (:end . 61) (:start . 58)\n (:id . 52))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 62) (:start . 61)\n (:id . 53))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 66) (:start . 63)\n (:id . 54))\n ((:tag . "VBN") (:stem . "reintroduce") (:form . "reintroduced") (:end . 79)\n (:start . 67) (:id . 55))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 82) (:start . 80)\n (:id . 56))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 84) (:start . 83)\n (:id . 57))\n ((:tag . "JJ") (:stem . "transgenic") (:form . "transgenic") (:end . 95)\n (:start . 85) (:id . 58))\n ((:tag . "NN") (:stem . "construct") (:form . "construct") (:end . 105)\n (:start . 96) (:id . 59))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 108) (:start . 106)\n (:id . 60))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 112) (:start . 109)\n (:id . 61))\n ((:tag . "JJ") (:stem . "Df(98E2)") (:form . "Df(98E2)") (:end . 121)\n (:start . 113) (:id . 62))\n ((:tag . "NN") (:stem . "background") (:form . "background") (:end . 132)\n (:start . 122) (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 133) (:start . 132)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s8.112) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502364@unknown@formal@none@1@S@(C) Detailed genomic structure of the dhtt gene.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "C") (:form . "C") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "VBD") (:stem . "detail") (:form . "Detailed") (:end . 12)\n (:start . 4) (:id . 45))\n ((:tag . "JJ") (:stem . "genomic") (:form . "genomic") (:end . 20)\n (:start . 13) (:id . 46))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 30)\n (:start . 21) (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 33) (:start . 31)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 37) (:start . 34)\n (:id . 49))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 42) (:start . 38)\n (:id . 50))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 47) (:start . 43)\n (:id . 51))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 48) (:start . 47)\n (:id . 52)))@@@1@11@((:identifiers (:sid . :s8.113) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502365@unknown@formal@none@1@S@The scale bar, with predicted BamHI fragments, is drawn at the top.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "scale") (:form . "scale") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "bar") (:form . "bar") (:end . 13) (:start . 10)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 14) (:start . 13)\n (:id . 45))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 19) (:start . 15)\n (:id . 46))\n ((:tag . "VBN") (:stem . "predict") (:form . "predicted") (:end . 29)\n (:start . 20) (:id . 47))\n ((:tag . "NNP") (:stem . "BamHI") (:form . "BamHI") (:end . 35) (:start . 30)\n (:id . 48))\n ((:tag . "NNS") (:stem . "fragment") (:form . "fragments") (:end . 45)\n (:start . 36) (:id . 49))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 46) (:start . 45)\n (:id . 50))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 49) (:start . 47)\n (:id . 51))\n ((:tag . "VBN") (:stem . "draw") (:form . "drawn") (:end . 55) (:start . 50)\n (:id . 52))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 58) (:start . 56)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 62) (:start . 59)\n (:id . 54))\n ((:tag . "NN") (:stem . "top") (:form . "top") (:end . 66) (:start . 63)\n (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 67) (:start . 66)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s8.114) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502366@unknown@formal@none@1@S@The exons of the dhtt gene are depicted as red arrows and squares, whereas introns are highlighted as red dashed lines, both are drawn to scale.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "exon") (:form . "exons") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 12) (:start . 10)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 16) (:start . 13)\n (:id . 45))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 21) (:start . 17)\n (:id . 46))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 26) (:start . 22)\n (:id . 47))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 30) (:start . 27)\n (:id . 48))\n ((:tag . "VBN") (:stem . "depict") (:form . "depicted") (:end . 39)\n (:start . 31) (:id . 49))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 42) (:start . 40)\n (:id . 50))\n ((:tag . "JJ") (:stem . "red") (:form . "red") (:end . 46) (:start . 43)\n (:id . 51))\n ((:tag . "NNS") (:stem . "arrow") (:form . "arrows") (:end . 53)\n (:start . 47) (:id . 52))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 57) (:start . 54)\n (:id . 53))\n ((:tag . "NNS") (:stem . "square") (:form . "squares") (:end . 65)\n (:start . 58) (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 66) (:start . 65)\n (:id . 55))\n ((:tag . "IN") (:stem . "whereas") (:form . "whereas") (:end . 74)\n (:start . 67) (:id . 56))\n ((:tag . "NNS") (:stem . "intron") (:form . "introns") (:end . 82)\n (:start . 75) (:id . 57))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 86) (:start . 83)\n (:id . 58))\n ((:tag . "VBN") (:stem . "highlight") (:form . "highlighted") (:end . 98)\n (:start . 87) (:id . 59))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 101) (:start . 99)\n (:id . 60))\n ((:tag . "JJ") (:stem . "red") (:form . "red") (:end . 105) (:start . 102)\n (:id . 61))\n ((:tag . "JJ") (:stem . "dashed") (:form . "dashed") (:end . 112)\n (:start . 106) (:id . 62))\n ((:tag . "NNS") (:stem . "line") (:form . "lines") (:end . 118)\n (:start . 113) (:id . 63))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 119) (:start . 118)\n (:id . 64))\n ((:tag . "DT") (:stem . "both") (:form . "both") (:end . 124) (:start . 120)\n (:id . 65))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 128) (:start . 125)\n (:id . 66))\n ((:tag . "VBN") (:stem . "draw") (:form . "drawn") (:end . 134)\n (:start . 129) (:id . 67))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 137) (:start . 135)\n (:id . 68))\n ((:tag . "NN") (:stem . "scale") (:form . "scale") (:end . 143)\n (:start . 138) (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 144) (:start . 143)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s8.115) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502367@unknown@formal@none@1@S@(D) The dhtt-ko removes all but the last two of the 29 exons in dhtt, as verified by Southern blotting using BamHI digestion of genomic DNA.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "D") (:form . "D") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "The") (:end . 7) (:start . 4)\n (:id . 45))\n ((:tag . "NN") (:stem . "dhtt-ko") (:form . "dhtt-ko") (:end . 15)\n (:start . 8) (:id . 46))\n ((:tag . "VBZ") (:stem . "remove") (:form . "removes") (:end . 23)\n (:start . 16) (:id . 47))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 27) (:start . 24)\n (:id . 48))\n ((:tag . "CC") (:stem . "but") (:form . "but") (:end . 31) (:start . 28)\n (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 35) (:start . 32)\n (:id . 50))\n ((:tag . "JJ") (:stem . "last") (:form . "last") (:end . 40) (:start . 36)\n (:id . 51))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 44) (:start . 41)\n (:id . 52))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 47) (:start . 45)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 51) (:start . 48)\n (:id . 54))\n ((:tag . "CD") (:stem . "29") (:form . "29") (:end . 54) (:start . 52)\n (:id . 55))\n ((:tag . "NNS") (:stem . "exon") (:form . "exons") (:end . 60) (:start . 55)\n (:id . 56))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 63) (:start . 61)\n (:id . 57))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 68) (:start . 64)\n (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 69) (:start . 68)\n (:id . 59))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 72) (:start . 70)\n (:id . 60))\n ((:tag . "VBN") (:stem . "verify") (:form . "verified") (:end . 81)\n (:start . 73) (:id . 61))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 84) (:start . 82)\n (:id . 62))\n ((:tag . "JJ") (:stem . "southern") (:form . "Southern") (:end . 93)\n (:start . 85) (:id . 63))\n ((:tag . "NN") (:stem . "blotting") (:form . "blotting") (:end . 102)\n (:start . 94) (:id . 64))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 108) (:start . 103)\n (:id . 65))\n ((:tag . "NNP") (:stem . "BamHI") (:form . "BamHI") (:end . 114)\n (:start . 109) (:id . 66))\n ((:tag . "NN") (:stem . "digestion") (:form . "digestion") (:end . 124)\n (:start . 115) (:id . 67))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 127) (:start . 125)\n (:id . 68))\n ((:tag . "JJ") (:stem . "genomic") (:form . "genomic") (:end . 135)\n (:start . 128) (:id . 69))\n ((:tag . "NN") (:stem . "dna") (:form . "DNA") (:end . 139) (:start . 136)\n (:id . 70))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 140) (:start . 139)\n (:id . 71)))@@@1@30@((:identifiers (:sid . :s8.116) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502368@unknown@formal@none@1@S@DNA extracted from control and dhtt-ko adult animals was hybridized with a DNA probe targeting all exons of dhtt (see Methods).@(((:tag . "NNP") (:stem . "DNA") (:form . "DNA") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "VBN") (:stem . "extract") (:form . "extracted") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 18) (:start . 14)\n (:id . 44))\n ((:tag . "NN") (:stem . "control") (:form . "control") (:end . 26)\n (:start . 19) (:id . 45))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 30) (:start . 27)\n (:id . 46))\n ((:tag . "JJ") (:stem . "dhtt-ko") (:form . "dhtt-ko") (:end . 38)\n (:start . 31) (:id . 47))\n ((:tag . "JJ") (:stem . "adult") (:form . "adult") (:end . 44) (:start . 39)\n (:id . 48))\n ((:tag . "NNS") (:stem . "animal") (:form . "animals") (:end . 52)\n (:start . 45) (:id . 49))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 56) (:start . 53)\n (:id . 50))\n ((:tag . "VBN") (:stem . "hybridize") (:form . "hybridized") (:end . 67)\n (:start . 57) (:id . 51))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 72) (:start . 68)\n (:id . 52))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 74) (:start . 73)\n (:id . 53))\n ((:tag . "NNP") (:stem . "DNA") (:form . "DNA") (:end . 78) (:start . 75)\n (:id . 54))\n ((:tag . "NN") (:stem . "probe") (:form . "probe") (:end . 84) (:start . 79)\n (:id . 55))\n ((:tag . "VBG") (:stem . "target") (:form . "targeting") (:end . 94)\n (:start . 85) (:id . 56))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 98) (:start . 95)\n (:id . 57))\n ((:tag . "NNS") (:stem . "exon") (:form . "exons") (:end . 104) (:start . 99)\n (:id . 58))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 107) (:start . 105)\n (:id . 59))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 112) (:start . 108)\n (:id . 60))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 114) (:start . 113)\n (:id . 61))\n ((:tag . "VB") (:stem . "see") (:form . "see") (:end . 117) (:start . 114)\n (:id . 62))\n ((:tag . "NNS") (:stem . "method") (:form . "Methods") (:end . 125)\n (:start . 118) (:id . 63))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 126) (:start . 125)\n (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 127) (:start . 126)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s8.117) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502369@unknown@formal@none@1@S@The two BamHI fragments (1.95 kb and 1.59 kb) that contain the last two remaining exons in dhtt-ko mutants are highlighted in (C).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "NNP") (:stem . "BamHI") (:form . "BamHI") (:end . 13) (:start . 8)\n (:id . 44))\n ((:tag . "NNS") (:stem . "fragment") (:form . "fragments") (:end . 23)\n (:start . 14) (:id . 45))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 25) (:start . 24)\n (:id . 46))\n ((:tag . "CD") (:stem . "1.95") (:form . "1.95") (:end . 29) (:start . 25)\n (:id . 47))\n ((:tag . "NN") (:stem . "kb") (:form . "kb") (:end . 32) (:start . 30)\n (:id . 48))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 36) (:start . 33)\n (:id . 49))\n ((:tag . "CD") (:stem . "1.59") (:form . "1.59") (:end . 41) (:start . 37)\n (:id . 50))\n ((:tag . "NN") (:stem . "kb") (:form . "kb") (:end . 44) (:start . 42)\n (:id . 51))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 45) (:start . 44)\n (:id . 52))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 50) (:start . 46)\n (:id . 53))\n ((:tag . "VBP") (:stem . "contain") (:form . "contain") (:end . 58)\n (:start . 51) (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 62) (:start . 59)\n (:id . 55))\n ((:tag . "JJ") (:stem . "last") (:form . "last") (:end . 67) (:start . 63)\n (:id . 56))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 71) (:start . 68)\n (:id . 57))\n ((:tag . "VBG") (:stem . "remain") (:form . "remaining") (:end . 81)\n (:start . 72) (:id . 58))\n ((:tag . "NNS") (:stem . "exon") (:form . "exons") (:end . 87) (:start . 82)\n (:id . 59))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 90) (:start . 88)\n (:id . 60))\n ((:tag . "JJ") (:stem . "dhtt-ko") (:form . "dhtt-ko") (:end . 98)\n (:start . 91) (:id . 61))\n ((:tag . "NNS") (:stem . "mutant") (:form . "mutants") (:end . 106)\n (:start . 99) (:id . 62))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 110) (:start . 107)\n (:id . 63))\n ((:tag . "VBN") (:stem . "highlight") (:form . "highlighted") (:end . 122)\n (:start . 111) (:id . 64))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 125) (:start . 123)\n (:id . 65))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 127) (:start . 126)\n (:id . 66))\n ((:tag . "NNP") (:stem . "C") (:form . "C") (:end . 128) (:start . 127)\n (:id . 67))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 129) (:start . 128)\n (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 130) (:start . 129)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s8.118) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502370@unknown@formal@none@1@S@Drosophila containing the Df(98E2) deletion, which removes both CG9990 and dhtt, are homozygous lethal at the embryonic stage.@(((:tag . "NNP") (:stem . "Drosophila") (:form . "Drosophila") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "VBG") (:stem . "contain") (:form . "containing") (:end . 21)\n (:start . 11) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 25) (:start . 22)\n (:id . 44))\n ((:tag . "JJ") (:stem . "Df(98E2)") (:form . "Df(98E2)") (:end . 34)\n (:start . 26) (:id . 45))\n ((:tag . "NN") (:stem . "deletion") (:form . "deletion") (:end . 43)\n (:start . 35) (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 44) (:start . 43)\n (:id . 47))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 50) (:start . 45)\n (:id . 48))\n ((:tag . "VBZ") (:stem . "remove") (:form . "removes") (:end . 58)\n (:start . 51) (:id . 49))\n ((:tag . "CC") (:stem . "both") (:form . "both") (:end . 63) (:start . 59)\n (:id . 50))\n ((:tag . "NN") (:stem . "cg9990") (:form . "CG9990") (:end . 70)\n (:start . 64) (:id . 51))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 74) (:start . 71)\n (:id . 52))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 79) (:start . 75)\n (:id . 53))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 80) (:start . 79)\n (:id . 54))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 84) (:start . 81)\n (:id . 55))\n ((:tag . "JJ") (:stem . "homozygous") (:form . "homozygous") (:end . 95)\n (:start . 85) (:id . 56))\n ((:tag . "NN") (:stem . "lethal") (:form . "lethal") (:end . 102)\n (:start . 96) (:id . 57))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 105) (:start . 103)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 109) (:start . 106)\n (:id . 59))\n ((:tag . "JJ") (:stem . "embryonic") (:form . "embryonic") (:end . 119)\n (:start . 110) (:id . 60))\n ((:tag . "NN") (:stem . "stage") (:form . "stage") (:end . 125)\n (:start . 120) (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 126) (:start . 125)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s8.119) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502371@unknown@formal@none@1@S@CG9990 encodes a previously uncharacterized protein belonging to the ABC transporter superfamily (Dean et al., 2001).@(((:tag . "NNP") (:stem . "CG9990") (:form . "CG9990") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "encode") (:form . "encodes") (:end . 14)\n (:start . 7) (:id . 43))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 16) (:start . 15)\n (:id . 44))\n ((:tag . "RB") (:stem . "previously") (:form . "previously") (:end . 27)\n (:start . 17) (:id . 45))\n ((:tag . "JJ") (:stem . "uncharacterized") (:form . "uncharacterized")\n (:end . 43) (:start . 28) (:id . 46))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 51)\n (:start . 44) (:id . 47))\n ((:tag . "VBG") (:stem . "belong") (:form . "belonging") (:end . 61)\n (:start . 52) (:id . 48))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 64) (:start . 62)\n (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 68) (:start . 65)\n (:id . 50))\n ((:tag . "NNP") (:stem . "ABC") (:form . "ABC") (:end . 72) (:start . 69)\n (:id . 51))\n ((:tag . "NN") (:stem . "transporter") (:form . "transporter") (:end . 84)\n (:start . 73) (:id . 52))\n ((:tag . "NN") (:stem . "superfamily") (:form . "superfamily") (:end . 96)\n (:start . 85) (:id . 53))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 98) (:start . 97)\n (:id . 54))\n ((:tag . "NNP") (:stem . "Dean") (:form . "Dean") (:end . 102) (:start . 98)\n (:id . 55))\n ((:tag . "FW") (:stem . "et") (:form . "et") (:end . 105) (:start . 103)\n (:id . 56))\n ((:tag . "FW") (:stem . "al.") (:form . "al.") (:end . 109) (:start . 106)\n (:id . 57))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 110) (:start . 109)\n (:id . 58))\n ((:tag . "CD") (:stem . "2001") (:form . "2001") (:end . 115) (:start . 111)\n (:id . 59))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 116) (:start . 115)\n (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 117) (:start . 116)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s8.120) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502372@unknown@formal@none@1@S@To separate the mutant phenotype of dhtt from CG9990, we generated transgenic flies carrying a CG9990 genomic rescue transgene in the Df(98E2) background (see Methods).@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VB") (:stem . "separate") (:form . "separate") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 15) (:start . 12)\n (:id . 44))\n ((:tag . "JJ") (:stem . "mutant") (:form . "mutant") (:end . 22)\n (:start . 16) (:id . 45))\n ((:tag . "NN") (:stem . "phenotype") (:form . "phenotype") (:end . 32)\n (:start . 23) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 35) (:start . 33)\n (:id . 47))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 40) (:start . 36)\n (:id . 48))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 45) (:start . 41)\n (:id . 49))\n ((:tag . "NN") (:stem . "cg9990") (:form . "CG9990") (:end . 52)\n (:start . 46) (:id . 50))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 53) (:start . 52)\n (:id . 51))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 56) (:start . 54)\n (:id . 52))\n ((:tag . "VBD") (:stem . "generate") (:form . "generated") (:end . 66)\n (:start . 57) (:id . 53))\n ((:tag . "JJ") (:stem . "transgenic") (:form . "transgenic") (:end . 77)\n (:start . 67) (:id . 54))\n ((:tag . "NNS") (:stem . "fly") (:form . "flies") (:end . 83) (:start . 78)\n (:id . 55))\n ((:tag . "VBG") (:stem . "carry") (:form . "carrying") (:end . 92)\n (:start . 84) (:id . 56))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 94) (:start . 93)\n (:id . 57))\n ((:tag . "NN") (:stem . "cg9990") (:form . "CG9990") (:end . 101)\n (:start . 95) (:id . 58))\n ((:tag . "JJ") (:stem . "genomic") (:form . "genomic") (:end . 109)\n (:start . 102) (:id . 59))\n ((:tag . "NN") (:stem . "rescue") (:form . "rescue") (:end . 116)\n (:start . 110) (:id . 60))\n ((:tag . "NN") (:stem . "transgene") (:form . "transgene") (:end . 126)\n (:start . 117) (:id . 61))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 129) (:start . 127)\n (:id . 62))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 133) (:start . 130)\n (:id . 63))\n ((:tag . "JJ") (:stem . "Df(98E2)") (:form . "Df(98E2)") (:end . 142)\n (:start . 134) (:id . 64))\n ((:tag . "NN") (:stem . "background") (:form . "background") (:end . 153)\n (:start . 143) (:id . 65))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 155) (:start . 154)\n (:id . 66))\n ((:tag . "VB") (:stem . "see") (:form . "see") (:end . 158) (:start . 155)\n (:id . 67))\n ((:tag . "NNS") (:stem . "method") (:form . "Methods") (:end . 166)\n (:start . 159) (:id . 68))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 167) (:start . 166)\n (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 168) (:start . 167)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s8.121) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502373@unknown@formal@none@1@S@These lines, referred to as dhtt-ko (dhtt-knockout only), carry both the CG9990 rescue transgene and the Df(98E2) deletion, and thus are mutant only for dhtt (Fig. 2B–D).@(((:tag . "DT") (:stem . "these") (:form . "These") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "line") (:form . "lines") (:end . 11) (:start . 6)\n (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 44))\n ((:tag . "VBN") (:stem . "refer") (:form . "referred") (:end . 21)\n (:start . 13) (:id . 45))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 24) (:start . 22)\n (:id . 46))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 27) (:start . 25)\n (:id . 47))\n ((:tag . "NN") (:stem . "dhtt-ko") (:form . "dhtt-ko") (:end . 35)\n (:start . 28) (:id . 48))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 37) (:start . 36)\n (:id . 49))\n ((:tag . "NN") (:stem . "dhtt-knockout") (:form . "dhtt-knockout")\n (:end . 50) (:start . 37) (:id . 50))\n ((:tag . "RB") (:stem . "only") (:form . "only") (:end . 55) (:start . 51)\n (:id . 51))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 56) (:start . 55)\n (:id . 52))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 57) (:start . 56)\n (:id . 53))\n ((:tag . "VBP") (:stem . "carry") (:form . "carry") (:end . 63) (:start . 58)\n (:id . 54))\n ((:tag . "CC") (:stem . "both") (:form . "both") (:end . 68) (:start . 64)\n (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 72) (:start . 69)\n (:id . 56))\n ((:tag . "NN") (:stem . "cg9990") (:form . "CG9990") (:end . 79)\n (:start . 73) (:id . 57))\n ((:tag . "NN") (:stem . "rescue") (:form . "rescue") (:end . 86)\n (:start . 80) (:id . 58))\n ((:tag . "NN") (:stem . "transgene") (:form . "transgene") (:end . 96)\n (:start . 87) (:id . 59))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 100) (:start . 97)\n (:id . 60))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 104) (:start . 101)\n (:id . 61))\n ((:tag . "JJ") (:stem . "Df(98E2)") (:form . "Df(98E2)") (:end . 113)\n (:start . 105) (:id . 62))\n ((:tag . "NN") (:stem . "deletion") (:form . "deletion") (:end . 122)\n (:start . 114) (:id . 63))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 123) (:start . 122)\n (:id . 64))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 127) (:start . 124)\n (:id . 65))\n ((:tag . "RB") (:stem . "thus") (:form . "thus") (:end . 132) (:start . 128)\n (:id . 66))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 136) (:start . 133)\n (:id . 67))\n ((:tag . "JJ") (:stem . "mutant") (:form . "mutant") (:end . 143)\n (:start . 137) (:id . 68))\n ((:tag . "RB") (:stem . "only") (:form . "only") (:end . 148) (:start . 144)\n (:id . 69))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 152) (:start . 149)\n (:id . 70))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 157) (:start . 153)\n (:id . 71))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 159) (:start . 158)\n (:id . 72))\n ((:tag . "NNP") (:stem . "Fig.") (:form . "Fig.") (:end . 163) (:start . 159)\n (:id . 73))\n ((:tag . "NNP") (:stem . "2B–D") (:form . "2B–D") (:end . 168) (:start . 164)\n (:id . 74))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 169) (:start . 168)\n (:id . 75))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 170) (:start . 169)\n (:id . 76)))@@@1@35@((:identifiers (:sid . :s8.122) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502374@unknown@formal@none@1@S@dhtt is dispensable for Drosophila development@(((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "JJ") (:stem . "dispensable") (:form . "dispensable") (:end . 19)\n (:start . 8) (:id . 44))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 23) (:start . 20)\n (:id . 45))\n ((:tag . "NNP") (:stem . "Drosophila") (:form . "Drosophila") (:end . 34)\n (:start . 24) (:id . 46))\n ((:tag . "NN") (:stem . "development") (:form . "development") (:end . 46)\n (:start . 35) (:id . 47)))@@@1@6@((:identifiers (:sid . :s8.123) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5502375@unknown@formal@none@1@S@The dhtt-ko allele removes 27 of the 29 exons of dhtt (Fig. 2).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "dhtt-ko") (:form . "dhtt-ko") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "allele") (:form . "allele") (:end . 18)\n (:start . 12) (:id . 44))\n ((:tag . "VBZ") (:stem . "remove") (:form . "removes") (:end . 26)\n (:start . 19) (:id . 45))\n ((:tag . "CD") (:stem . "27") (:form . "27") (:end . 29) (:start . 27)\n (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 32) (:start . 30)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 36) (:start . 33)\n (:id . 48))\n ((:tag . "CD") (:stem . "29") (:form . "29") (:end . 39) (:start . 37)\n (:id . 49))\n ((:tag . "NNS") (:stem . "exon") (:form . "exons") (:end . 45) (:start . 40)\n (:id . 50))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 48) (:start . 46)\n (:id . 51))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 53) (:start . 49)\n (:id . 52))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 55) (:start . 54)\n (:id . 53))\n ((:tag . "NNP") (:stem . "Fig.") (:form . "Fig.") (:end . 59) (:start . 55)\n (:id . 54))\n ((:tag . "CD") (:stem . "2") (:form . "2") (:end . 61) (:start . 60)\n (:id . 55))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 62) (:start . 61)\n (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 63) (:start . 62)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s8.124) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502376@unknown@formal@none@1@S@Since Htt homozygous knockout mice die during early embryogenesis (Duyao et al., 1995; Nasir et al., 1995; Zeitlin et al., 1995), we expected that loss of dhtt in the fly would be associated with prominent developmental defects.@(((:tag . "IN") (:stem . "since") (:form . "Since") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "Htt") (:form . "Htt") (:end . 9) (:start . 6)\n (:id . 43))\n ((:tag . "JJ") (:stem . "homozygous") (:form . "homozygous") (:end . 20)\n (:start . 10) (:id . 44))\n ((:tag . "NN") (:stem . "knockout") (:form . 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",") (:form . ",") (:end . 122) (:start . 121)\n (:id . 67))\n ((:tag . "CD") (:stem . "1995") (:form . "1995") (:end . 127) (:start . 123)\n (:id . 68))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 128) (:start . 127)\n (:id . 69))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 129) (:start . 128)\n (:id . 70))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 132) (:start . 130)\n (:id . 71))\n ((:tag . "VBD") (:stem . "expect") (:form . "expected") (:end . 141)\n (:start . 133) (:id . 72))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 146) (:start . 142)\n (:id . 73))\n ((:tag . "NN") (:stem . "loss") (:form . "loss") (:end . 151) (:start . 147)\n (:id . 74))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 154) (:start . 152)\n (:id . 75))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 159) (:start . 155)\n (:id . 76))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 162) (:start . 160)\n (:id . 77))\n ((:tag . "DT") (:stem . 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(:end . 228) (:start . 227)\n (:id . 87)))@@@1@46@((:hcues ((:id . :x8.125.1) (:span 171 176)))\n (:hscopes ((:id . :x8.125.1) (:span 147 227)))\n (:identifiers (:sid . :s8.125) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502377@unknown@formal@none@1@S@However, dhtt-ko flies are homozygous viable, demonstrating that the lethality observed following the Df(98E2) deletion is caused by loss of CG9990.@(((:tag . "RB") (:stem . "however") (:form . "However") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "JJ") (:stem . "dhtt-ko") (:form . "dhtt-ko") (:end . 16)\n (:start . 9) (:id . 44))\n ((:tag . "NNS") (:stem . "fly") (:form . "flies") (:end . 22) (:start . 17)\n (:id . 45))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 26) (:start . 23)\n (:id . 46))\n ((:tag . "JJ") (:stem . "homozygous") (:form . 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(:end . 148) (:start . 147)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s8.126) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502378@unknown@formal@none@1@S@To verify that the dhtt gene is indeed deleted in dhtt-ko flies, we extracted genomic DNA from homozygous dhtt-ko adults and performed a Southern blot analysis.@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VB") (:stem . "verify") (:form . "verify") (:end . 9) (:start . 3)\n (:id . 43))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 14) (:start . 10)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 18) (:start . 15)\n (:id . 45))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 23) (:start . 19)\n (:id . 46))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 28) (:start . 24)\n (:id . 47))\n ((:tag . "VBZ") (:stem . "be") (:form . 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(:end . 160) (:start . 159)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s8.127) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502379@unknown@formal@none@1@S@As shown in Fig. 2D, all genomic DNA containing the dhtt gene was removed in dhtt-ko flies except for the final two 3' exons.@(((:tag . "IN") (:stem . "as") (:form . "As") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBN") (:stem . "show") (:form . "shown") (:end . 8) (:start . 3)\n (:id . 43))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "NNP") (:stem . "Fig.") (:form . "Fig.") (:end . 16) (:start . 12)\n (:id . 45))\n ((:tag . "NN") (:stem . "2d") (:form . "2D") (:end . 19) (:start . 17)\n (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 20) (:start . 19)\n (:id . 47))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 24) (:start . 21)\n (:id . 48))\n ((:tag . "JJ") (:stem . 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"flies") (:end . 90) (:start . 85)\n (:id . 59))\n ((:tag . "IN") (:stem . "except") (:form . "except") (:end . 97)\n (:start . 91) (:id . 60))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 101) (:start . 98)\n (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 105) (:start . 102)\n (:id . 62))\n ((:tag . "JJ") (:stem . "final") (:form . "final") (:end . 111)\n (:start . 106) (:id . 63))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 115) (:start . 112)\n (:id . 64))\n ((:tag . "CD") (:stem . "3") (:form . "3") (:end . 117) (:start . 116)\n (:id . 65))\n ((:tag . "SYM") (:stem . "'") (:form . "’") (:end . 118) (:start . 117)\n (:id . 66))\n ((:tag . "NNS") (:stem . "exon") (:form . "exons") (:end . 124)\n (:start . 119) (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 125) (:start . 124)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s8.128) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502380@unknown@formal@none@1@S@Further analyses demonstrated that homozygous dhtt-ko flies develop at a similar rate to wild-type flies and give rise to fertile adults with no discernible morphological abnormalities.@(((:tag . "JJ") (:stem . "further") (:form . "Further") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "analysis") (:form . "analyses") (:end . 16)\n (:start . 8) (:id . 43))\n ((:tag . "VBD") (:stem . "demonstrate") (:form . "demonstrated") (:end . 29)\n (:start . 17) (:id . 44))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 34) (:start . 30)\n (:id . 45))\n ((:tag . "JJ") (:stem . "homozygous") (:form . "homozygous") (:end . 45)\n (:start . 35) (:id . 46))\n ((:tag . "JJ") (:stem . "dhtt-ko") (:form . "dhtt-ko") (:end . 53)\n (:start . 46) (:id . 47))\n ((:tag . "NNS") (:stem . "fly") (:form . "flies") (:end . 59) (:start . 54)\n (:id . 48))\n ((:tag . "VBP") (:stem . "develop") (:form . "develop") (:end . 67)\n (:start . 60) (:id . 49))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 70) (:start . 68)\n (:id . 50))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 72) (:start . 71)\n (:id . 51))\n ((:tag . "JJ") (:stem . "similar") (:form . "similar") (:end . 80)\n (:start . 73) (:id . 52))\n ((:tag . "NN") (:stem . "rate") (:form . "rate") (:end . 85) (:start . 81)\n (:id . 53))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 88) (:start . 86)\n (:id . 54))\n ((:tag . "JJ") (:stem . "wild-type") (:form . "wild-type") (:end . 98)\n (:start . 89) (:id . 55))\n ((:tag . "NNS") (:stem . "fly") (:form . "flies") (:end . 104) (:start . 99)\n (:id . 56))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 108) (:start . 105)\n (:id . 57))\n ((:tag . "VBP") (:stem . "give") (:form . "give") (:end . 113) (:start . 109)\n (:id . 58))\n ((:tag . "NN") (:stem . "rise") (:form . "rise") (:end . 118) (:start . 114)\n (:id . 59))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 121) (:start . 119)\n (:id . 60))\n ((:tag . "JJ") (:stem . "fertile") (:form . "fertile") (:end . 129)\n (:start . 122) (:id . 61))\n ((:tag . "NNS") (:stem . "adult") (:form . "adults") (:end . 136)\n (:start . 130) (:id . 62))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 141) (:start . 137)\n (:id . 63))\n ((:tag . "DT") (:stem . "no") (:form . "no") (:end . 144) (:start . 142)\n (:id . 64))\n ((:tag . "JJ") (:stem . "discernible") (:form . "discernible") (:end . 156)\n (:start . 145) (:id . 65))\n ((:tag . "JJ") (:stem . "morphological") (:form . "morphological")\n (:end . 170) (:start . 157) (:id . 66))\n ((:tag . "NNS") (:stem . "abnormality") (:form . "abnormalities")\n (:end . 184) (:start . 171) (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 185) (:start . 184)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s8.129) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502381@unknown@formal@none@1@S@The progeny derived from homozygous dhtt-ko flies did not show a reduction in viability or display other obvious developmental defects, suggesting that maternally contributed dhtt has no significant effect on animal development or function.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "progeny") (:form . "progeny") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "VBN") (:stem . "derive") (:form . "derived") (:end . 19)\n (:start . 12) (:id . 44))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 24) (:start . 20)\n (:id . 45))\n ((:tag . "JJ") (:stem . "homozygous") (:form . "homozygous") (:end . 35)\n (:start . 25) (:id . 46))\n ((:tag . "JJ") (:stem . "dhtt-ko") (:form . "dhtt-ko") (:end . 43)\n (:start . 36) (:id . 47))\n ((:tag . "NNS") (:stem . "fly") (:form . "flies") (:end . 49) (:start . 44)\n (:id . 48))\n ((:tag . "VBD") (:stem . "do") (:form . "did") (:end . 53) (:start . 50)\n (:id . 49))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 57) (:start . 54)\n (:id . 50))\n ((:tag . "VB") (:stem . "show") (:form . "show") (:end . 62) (:start . 58)\n (:id . 51))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 64) (:start . 63)\n (:id . 52))\n ((:tag . "NN") (:stem . "reduction") (:form . "reduction") (:end . 74)\n (:start . 65) (:id . 53))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 77) (:start . 75)\n (:id . 54))\n ((:tag . "NN") (:stem . "viability") (:form . "viability") (:end . 87)\n (:start . 78) (:id . 55))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 90) (:start . 88)\n (:id . 56))\n ((:tag . "VBP") (:stem . "display") (:form . "display") (:end . 98)\n (:start . 91) (:id . 57))\n ((:tag . "JJ") (:stem . 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(:end . 240) (:start . 239)\n (:id . 77)))@@@1@36@((:hcues ((:id . :x8.130.1) (:span 136 146)))\n (:hscopes ((:id . :x8.130.1) (:span 136 239)))\n (:identifiers (:sid . :s8.130) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502382@unknown@formal@none@1@S@To determine whether developmental defects are present in dhtt-ko animals, we characterized dhtt-ko mutants using a variety of cellular and neuronal markers.@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VB") (:stem . "determine") (:form . "determine") (:end . 12)\n (:start . 3) (:id . 43))\n ((:tag . "IN") (:stem . "whether") (:form . "whether") (:end . 20)\n (:start . 13) (:id . 44))\n ((:tag . "JJ") (:stem . "developmental") (:form . "developmental")\n (:end . 34) (:start . 21) (:id . 45))\n ((:tag . "NNS") (:stem . "defect") (:form . "defects") (:end . 42)\n (:start . 35) (:id . 46))\n ((:tag . "VBP") (:stem . 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(:end . 157) (:start . 156)\n (:id . 65)))@@@1@24@((:hcues ((:id . :x8.131.1) (:span 13 20)))\n (:hscopes ((:id . :x8.131.1) (:span 13 73)))\n (:identifiers (:sid . :s8.131) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502383@unknown@formal@none@1@S@These studies failed to reveal any obvious developmental abnormalities during embryogenesis, or during larval and adult stages (Fig. 3 and data not shown).@(((:tag . "DT") (:stem . "these") (:form . "These") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "study") (:form . "studies") (:end . 13)\n (:start . 6) (:id . 43))\n ((:tag . "VBD") (:stem . "fail") (:form . "failed") (:end . 20) (:start . 14)\n (:id . 44))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 23) (:start . 21)\n (:id . 45))\n ((:tag . "VB") (:stem . "reveal") (:form . "reveal") (:end . 30)\n (:start . 24) (:id . 46))\n ((:tag . "DT") (:stem . "any") (:form . 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(:end . 215) (:start . 214)\n (:id . 83)))@@@1@42@((:identifiers (:sid . :s8.135) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502387@unknown@formal@none@1@S@The exact nature of this phenotype discrepancy is not clear.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "exact") (:form . "exact") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "nature") (:form . "nature") (:end . 16)\n (:start . 10) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 19) (:start . 17)\n (:id . 45))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 24) (:start . 20)\n (:id . 46))\n ((:tag . "NN") (:stem . "phenotype") (:form . "phenotype") (:end . 34)\n (:start . 25) (:id . 47))\n ((:tag . "NN") (:stem . "discrepancy") (:form . "discrepancy") (:end . 46)\n (:start . 35) (:id . 48))\n ((:tag . "VBZ") (:stem . "be") (:form . 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(:end . 195) (:start . 192)\n (:id . 75))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 196) (:start . 195)\n (:id . 76))\n ((:tag . "CD") (:stem . "2003") (:form . "2003") (:end . 201) (:start . 197)\n (:id . 77))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 202) (:start . 201)\n (:id . 78))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 203) (:start . 202)\n (:id . 79)))@@@1@38@((:hcues ((:id . :x8.137.1) (:span 52 60)))\n (:hscopes ((:id . :x8.137.1) (:span 52 175)))\n (:identifiers (:sid . :s8.137) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502389@unknown@formal@none@1@S@The more severe phenotypes might also be the result of the non-specific RNAi off-target effects caused by the knockdown of unrelated genes (Kulkarni et al., 2006).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "RBR") (:stem . "more") (:form . 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"(") (:end . 140) (:start . 139)\n (:id . 64))\n ((:tag . "NNP") (:stem . "Kulkarni") (:form . "Kulkarni") (:end . 148)\n (:start . 140) (:id . 65))\n ((:tag . "FW") (:stem . "et") (:form . "et") (:end . 151) (:start . 149)\n (:id . 66))\n ((:tag . "FW") (:stem . "al.") (:form . "al.") (:end . 155) (:start . 152)\n (:id . 67))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 156) (:start . 155)\n (:id . 68))\n ((:tag . "CD") (:stem . "2006") (:form . "2006") (:end . 161) (:start . 157)\n (:id . 69))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 162) (:start . 161)\n (:id . 70))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 163) (:start . 162)\n (:id . 71)))@@@1@30@((:hcues ((:id . :x8.138.1) (:span 27 32)))\n (:hscopes ((:id . :x8.138.1) (:span 27 138)))\n (:identifiers (:sid . :s8.138) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502390@unknown@formal@none@1@S@Nevertheless, our results suggest that dhtt is dispensable for normal Drosophila development.@(((:tag . "RB") (:stem . "nevertheless") (:form . "Nevertheless") (:end . 12)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 13) (:start . 12)\n (:id . 43))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 17) (:start . 14)\n (:id . 44))\n ((:tag . "NNS") (:stem . "result") (:form . "results") (:end . 25)\n (:start . 18) (:id . 45))\n ((:tag . "VBP") (:stem . "suggest") (:form . "suggest") (:end . 33)\n (:start . 26) (:id . 46))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 38) (:start . 34)\n (:id . 47))\n ((:tag . 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(:end . 93) (:start . 92)\n (:id . 55)))@@@1@14@((:hcues ((:id . :x8.139.1) (:span 26 33)))\n (:hscopes ((:id . :x8.139.1) (:span 26 92)))\n (:identifiers (:sid . :s8.139) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502391@unknown@formal@none@1@S@This result is in contrast to the essential role of Htt in mouse (Duyao et al., 1995; Nasir et al., 1995; Zeitlin et al., 1995).@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "result") (:form . "result") (:end . 11) (:start . 5)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 14) (:start . 12)\n (:id . 44))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 17) (:start . 15)\n (:id . 45))\n ((:tag . "NN") (:stem . "contrast") (:form . "contrast") (:end . 26)\n (:start . 18) (:id . 46))\n ((:tag . "TO") (:stem . "to") (:form . 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(:end . 78) (:start . 75)\n (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 79) (:start . 78)\n (:id . 59))\n ((:tag . "CD") (:stem . "1995") (:form . "1995") (:end . 84) (:start . 80)\n (:id . 60))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 85) (:start . 84)\n (:id . 61))\n ((:tag . "NNP") (:stem . "Nasir") (:form . "Nasir") (:end . 91) (:start . 86)\n (:id . 62))\n ((:tag . "FW") (:stem . "et") (:form . "et") (:end . 94) (:start . 92)\n (:id . 63))\n ((:tag . "FW") (:stem . "al.") (:form . "al.") (:end . 98) (:start . 95)\n (:id . 64))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 99) (:start . 98)\n (:id . 65))\n ((:tag . "CD") (:stem . "1995") (:form . "1995") (:end . 104) (:start . 100)\n (:id . 66))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 105) (:start . 104)\n (:id . 67))\n ((:tag . "NNP") (:stem . "Zeitlin") (:form . "Zeitlin") (:end . 113)\n (:start . 106) (:id . 68))\n ((:tag . "FW") (:stem . "et") (:form . "et") (:end . 116) (:start . 114)\n (:id . 69))\n ((:tag . "FW") (:stem . "al.") (:form . "al.") (:end . 120) (:start . 117)\n (:id . 70))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 121) (:start . 120)\n (:id . 71))\n ((:tag . "CD") (:stem . "1995") (:form . "1995") (:end . 126) (:start . 122)\n (:id . 72))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 127) (:start . 126)\n (:id . 73))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 128) (:start . 127)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s8.140) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502392@unknown@formal@none@1@S@These phenotypic differences are probably the result of differences in mouse and fly embryogenesis, as the early lethality of Htt-null mice is due to the function of Hdh in extraembryonic membranes, for which there are no equivalents in Drosophila (Dragatsis et al., 1998) (see Discussion).@(((:tag . "DT") (:stem . 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"normal") (:end . 36)\n (:start . 30) (:id . 48))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 39) (:start . 37)\n (:id . 49))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 44) (:start . 40)\n (:id . 50))\n ((:tag . "NNS") (:stem . "mutant") (:form . "mutants") (:end . 52)\n (:start . 45) (:id . 51))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 53) (:start . 52)\n (:id . 52)))@@@1@11@((:identifiers (:sid . :s8.148) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502400@unknown@formal@none@1@S@Low (E1,E5) and high (E2–E4,E6–E8,F1–F8) magnification confocal images of glutamatergic NMJs in the abdominal segment A3 of third instar muscles 6 and 7.@(((:tag . "JJ") (:stem . "low") (:form . "Low") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 5) (:start . 4) (:id . 43))\n ((:tag . "NNP") (:stem . "E1,E5") (:form . 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"muscles") (:end . 144)\n (:start . 137) (:id . 65))\n ((:tag . "CD") (:stem . "6") (:form . "6") (:end . 146) (:start . 145)\n (:id . 66))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 150) (:start . 147)\n (:id . 67))\n ((:tag . "CD") (:stem . "7") (:form . "7") (:end . 152) (:start . 151)\n (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 153) (:start . 152)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s8.149) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502401@unknown@formal@none@1@S@(E) NMJs are double-labeled with the neuronal membrane marker anti-HRP (red) and anti-Dlg (green), which reveal the well-defined presynaptic and postsynaptic NMJ structures in wild-type (E1–E4) and dhtt-ko mutants (E5–E8).@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "E") (:form . "E") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . 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"E1–E4") (:end . 192)\n (:start . 187) (:id . 75))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 193) (:start . 192)\n (:id . 76))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 197) (:start . 194)\n (:id . 77))\n ((:tag . "JJ") (:stem . "dhtt-ko") (:form . "dhtt-ko") (:end . 205)\n (:start . 198) (:id . 78))\n ((:tag . "NNS") (:stem . "mutant") (:form . "mutants") (:end . 213)\n (:start . 206) (:id . 79))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 215) (:start . 214)\n (:id . 80))\n ((:tag . "NN") (:stem . "e5–e8") (:form . "E5–E8") (:end . 220)\n (:start . 215) (:id . 81))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 221) (:start . 220)\n (:id . 82))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 222) (:start . 221)\n (:id . 83)))@@@1@42@((:identifiers (:sid . :s8.150) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502402@unknown@formal@none@1@S@(E2–E4,E6–E8) Magnified views of the areas highlighted in (E1,E5).@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "E2–E4,E6–E8") (:form . "E2–E4,E6–E8") (:end . 12)\n (:start . 1) (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 13) (:start . 12)\n (:id . 44))\n ((:tag . "JJ") (:stem . "magnified") (:form . "Magnified") (:end . 23)\n (:start . 14) (:id . 45))\n ((:tag . "NNS") (:stem . "view") (:form . "views") (:end . 29) (:start . 24)\n (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 32) (:start . 30)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 36) (:start . 33)\n (:id . 48))\n ((:tag . "NNS") (:stem . "area") (:form . "areas") (:end . 42) (:start . 37)\n (:id . 49))\n ((:tag . "VBN") (:stem . "highlight") (:form . "highlighted") (:end . 54)\n (:start . 43) (:id . 50))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 57) (:start . 55)\n (:id . 51))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 59) (:start . 58)\n (:id . 52))\n ((:tag . "NNP") (:stem . "E1,E5") (:form . "E1,E5") (:end . 64) (:start . 59)\n (:id . 53))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 65) (:start . 64)\n (:id . 54))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 66) (:start . 65)\n (:id . 55)))@@@1@14@((:identifiers (:sid . :s8.151) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502403@unknown@formal@none@1@S@(F) NMJs are labeled with anti-HRP (white) (F1,F5), the periactive zone marker anti-FasII (green) (F2,F6) and the active zone marker nc82 (red) (F3,F7), revealing the normal periactive zone and active zone organization in wild-type (F1–F4) and dhtt-ko flies (F5–F8).@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "f") (:form . "F") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "NNS") (:stem . "nmj") (:form . "NMJs") (:end . 8) (:start . 4)\n (:id . 45))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 12) (:start . 9)\n (:id . 46))\n ((:tag . "VBN") (:stem . "label") (:form . 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(:form . ".") (:end . 266) (:start . 265)\n (:id . 101)))@@@1@60@((:identifiers (:sid . :s8.152) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502404@unknown@formal@none@1@S@(F4,F8) Overlayed images of (F1–F3,F5–F7), respectively.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "F4,F8") (:form . "F4,F8") (:end . 6) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 7) (:start . 6) (:id . 44))\n ((:tag . "VBD") (:stem . "overlay") (:form . "Overlayed") (:end . 17)\n (:start . 8) (:id . 45))\n ((:tag . "NNS") (:stem . "image") (:form . "images") (:end . 24)\n (:start . 18) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 27) (:start . 25)\n (:id . 47))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 29) (:start . 28)\n (:id . 48))\n ((:tag . "NNP") (:stem . "F1–F3,F5–F7") (:form . "F1–F3,F5–F7") (:end . 40)\n (:start . 29) (:id . 49))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 41) (:start . 40)\n (:id . 50))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 42) (:start . 41)\n (:id . 51))\n ((:tag . "RB") (:stem . "respectively") (:form . "respectively") (:end . 55)\n (:start . 43) (:id . 52))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 56) (:start . 55)\n (:id . 53)))@@@1@12@((:identifiers (:sid . :s8.153) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502405@unknown@formal@none@1@S@WT: w1118 wild-type control.@(((:tag . "NNP") (:stem . "WT") (:form . "WT") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 3) (:start . 2) (:id . 43))\n ((:tag . "CD") (:stem . "w1118") (:form . "w1118") (:end . 9) (:start . 4)\n (:id . 44))\n ((:tag . "JJ") (:stem . "wild-type") (:form . 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"all") (:form . "all") (:end . 17) (:start . 14)\n (:id . 48))\n ((:tag . "NNS") (:stem . "panel") (:form . "panels") (:end . 24)\n (:start . 18) (:id . 49))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 25) (:start . 24)\n (:id . 50))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 26) (:start . 25)\n (:id . 51)))@@@1@10@((:identifiers (:sid . :s8.155) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502407@unknown@formal@none@1@S@(G–I) Quantitative analysis of NMJs in muscle 6 and 7 of the abdominal segment A3 for wild-type control (WT, blue) and dhtt-ko mutant (red) flies.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "LS") (:stem . "g–i") (:form . "G–I") (:end . 4) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 5) (:start . 4) (:id . 44))\n ((:tag . "JJ") (:stem . "quantitative") (:form . 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"and") (:form . "and") (:end . 118) (:start . 115)\n (:id . 67))\n ((:tag . "NN") (:stem . "dhtt-ko") (:form . "dhtt-ko") (:end . 126)\n (:start . 119) (:id . 68))\n ((:tag . "JJ") (:stem . "mutant") (:form . "mutant") (:end . 133)\n (:start . 127) (:id . 69))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 135) (:start . 134)\n (:id . 70))\n ((:tag . "JJ") (:stem . "red") (:form . "red") (:end . 138) (:start . 135)\n (:id . 71))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 139) (:start . 138)\n (:id . 72))\n ((:tag . "NNS") (:stem . "fly") (:form . "flies") (:end . 145) (:start . 140)\n (:id . 73))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 146) (:start . 145)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s8.156) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502408@unknown@formal@none@1@S@(G) Average number of type 1b boutons: WT control=34.5±1.6 (n=24), dhtt-ko mutants=33.5±2.4 (n=21); the difference is statistically insignificant, P=0.72 (Student’s t-test).@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "G") (:form . "G") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "JJ") (:stem . "average") (:form . "Average") (:end . 11)\n (:start . 4) (:id . 45))\n ((:tag . "NN") (:stem . "number") (:form . "number") (:end . 18)\n (:start . 12) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 21) (:start . 19)\n (:id . 47))\n ((:tag . "NN") (:stem . "type") (:form . 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(:end . 173) (:start . 172)\n (:id . 76)))@@@1@35@((:identifiers (:sid . :s8.157) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502409@unknown@formal@none@1@S@(H) Average number of total boutons: WT control=63.1±1.8 (n=24), dhtt-ko mutants=62.3±2.0 (n=21); P=0.76-@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "H") (:form . "H") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "JJ") (:stem . "average") (:form . "Average") (:end . 11)\n (:start . 4) (:id . 45))\n ((:tag . "NN") (:stem . "number") (:form . "number") (:end . 18)\n (:start . 12) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 21) (:start . 19)\n (:id . 47))\n ((:tag . "JJ") (:stem . "total") (:form . "total") (:end . 27) (:start . 22)\n (:id . 48))\n ((:tag . "NNS") (:stem . 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"(") (:end . 91) (:start . 90)\n (:id . 59))\n ((:tag . "NN") (:stem . "n=21") (:form . "n=21") (:end . 95) (:start . 91)\n (:id . 60))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 96) (:start . 95)\n (:id . 61))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 97) (:start . 96)\n (:id . 62))\n ((:tag . "NN") (:stem . "p=0.76-") (:form . "P=0.76-") (:end . 105)\n (:start . 98) (:id . 63)))@@@1@22@((:identifiers (:sid . :s8.158) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502410@unknown@formal@none@1@S@(I) Total number of branches: WT control=18.0±0.6 (n=28), dhtt-ko mutants=17.4±0.6 (n=34); P=0.52.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "PRP") (:stem . "i") (:form . "I") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "JJ") (:stem . "total") (:form . 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"The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 13) (:start . 12)\n (:id . 45))\n ((:tag . "NNP") (:stem . "G–I") (:form . "G–I") (:end . 16) (:start . 13)\n (:id . 46))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 17) (:start . 16)\n (:id . 47))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 21) (:start . 18)\n (:id . 48))\n ((:tag . "VBN") (:stem . "present") (:form . "presented") (:end . 31)\n (:start . 22) (:id . 49))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 34) (:start . 32)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 38) (:start . 35)\n (:id . 51))\n ((:tag . "NN") (:stem . "means±s.e.m") (:form . "means±s.e.m") (:end . 50)\n (:start . 39) (:id . 52))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 51) (:start . 50)\n (:id . 53)))@@@1@12@((:identifiers (:sid . :s8.160) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502412@unknown@formal@none@1@S@(standard error of the mean).@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "JJ") (:stem . "standard") (:form . "standard") (:end . 9)\n (:start . 1) (:id . 43))\n ((:tag . "NN") (:stem . "error") (:form . "error") (:end . 15) (:start . 10)\n (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 18) (:start . 16)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 22) (:start . 19)\n (:id . 46))\n ((:tag . "NN") (:stem . "mean") (:form . "mean") (:end . 27) (:start . 23)\n (:id . 47))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 28) (:start . 27)\n (:id . 48))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 29) (:start . 28)\n (:id . 49)))@@@1@8@((:identifiers (:sid . :s8.161) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502413@unknown@formal@none@1@S@Normal synapse organization in dhtt-ko@(((:tag . "JJ") (:stem . "normal") (:form . "Normal") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "synapse") (:form . "synapse") (:end . 14)\n (:start . 7) (:id . 43))\n ((:tag . "NN") (:stem . "organization") (:form . "organization") (:end . 27)\n (:start . 15) (:id . 44))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 30) (:start . 28)\n (:id . 45))\n ((:tag . "NN") (:stem . "dhtt-ko") (:form . "dhtt-ko") (:end . 38)\n (:start . 31) (:id . 46)))@@@1@5@((:identifiers (:sid . :s8.162) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5502414@unknown@formal@none@1@S@Htt has been reported to interact with a diverse group of proteins whose functions have been directly or indirectly linked to synapse organization and synaptic activity (Harjes and Wanker, 2003), including proteins that regulate cytoskeleton dynamics and clathrin-mediated endocytosis [e.g. HIP1 (Sla2p), HIP12, PACSIN/syndapin 1 and endophilin 3] (Chopra et al., 2000; Higgins and McMahon, 2002; Kalchman et al., 1997; Modregger et al., 2002; Seki et al., 1998; Singaraja et al., 2002; Sittler et al., 1998; Wanker et al., 1997); axonal vesicle transport (e.g. HAP1) (Engelender et al., 1997; Gunawardena et al., 2003); and dendritic morphogenesis and synaptic plasticity (e.g. the postsynaptic density protein DLG4/PSD95 and the adaptor proteins GRB2 and TRIP10/CIP4) (Holbert et al., 2003; Liu et al., 1997; Sun et al., 2001).@(((:tag . 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(:end . 12) (:start . 11)\n (:id . 46)))@@@1@5@((:identifiers (:sid . :s8.187) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502439@unknown@formal@none@1@S@dhtt is crucial for aged adults@(((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "JJ") (:stem . "crucial") (:form . "crucial") (:end . 15)\n (:start . 8) (:id . 44))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 19) (:start . 16)\n (:id . 45))\n ((:tag . "JJ") (:stem . "aged") (:form . "aged") (:end . 24) (:start . 20)\n (:id . 46))\n ((:tag . "NNS") (:stem . "adult") (:form . "adults") (:end . 31)\n (:start . 25) (:id . 47)))@@@1@6@((:identifiers (:sid . :s8.188) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5502440@unknown@formal@none@1@S@We next investigated whether dhtt might function in adult animals.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "RB") (:stem . "next") (:form . "next") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "VBD") (:stem . "investigate") (:form . "investigated") (:end . 20)\n (:start . 8) (:id . 44))\n ((:tag . "IN") (:stem . "whether") (:form . "whether") (:end . 28)\n (:start . 21) (:id . 45))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 33) (:start . 29)\n (:id . 46))\n ((:tag . "MD") (:stem . "might") (:form . "might") (:end . 39) (:start . 34)\n (:id . 47))\n ((:tag . "VB") (:stem . "function") (:form . "function") (:end . 48)\n (:start . 40) (:id . 48))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 51) (:start . 49)\n (:id . 49))\n ((:tag . "JJ") (:stem . "adult") (:form . "adult") (:end . 57) (:start . 52)\n (:id . 50))\n ((:tag . "NNS") (:stem . "animal") (:form . "animals") (:end . 65)\n (:start . 58) (:id . 51))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 66) (:start . 65)\n (:id . 52)))@@@1@11@((:hcues ((:id . :x8.189.1) (:span 34 39)) ((:id . :x8.189.2) (:span 21 28)))\n (:hscopes ((:id . :x8.189.1) (:span 34 65)) ((:id . :x8.189.2) (:span 21 65)))\n (:identifiers (:sid . :s8.189) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502441@unknown@formal@none@1@S@We examined whether newly emerged dhtt adults were hypersensitive to stress tests including prolonged heat and cold exposure, vortexing and feeding with the oxidative stress compound paraquat.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . 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"feeding") (:end . 147)\n (:start . 140) (:id . 63))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 152) (:start . 148)\n (:id . 64))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 156) (:start . 153)\n (:id . 65))\n ((:tag . "JJ") (:stem . "oxidative") (:form . "oxidative") (:end . 166)\n (:start . 157) (:id . 66))\n ((:tag . "NN") (:stem . "stress") (:form . "stress") (:end . 173)\n (:start . 167) (:id . 67))\n ((:tag . "NN") (:stem . "compound") (:form . "compound") (:end . 182)\n (:start . 174) (:id . 68))\n ((:tag . "NN") (:stem . "paraquat") (:form . "paraquat") (:end . 191)\n (:start . 183) (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 192) (:start . 191)\n (:id . 70)))@@@1@29@((:hcues ((:id . :x8.190.1) (:span 12 19)))\n (:hscopes ((:id . :x8.190.1) (:span 12 191)))\n (:identifiers (:sid . :s8.190) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502442@unknown@formal@none@1@S@In these tests, dhtt mutants showed similar responses to wild-type controls (data not shown).@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 8) (:start . 3)\n (:id . 43))\n ((:tag . "NNS") (:stem . "test") (:form . "tests") (:end . 14) (:start . 9)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 15) (:start . 14)\n (:id . 45))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 20) (:start . 16)\n (:id . 46))\n ((:tag . "NNS") (:stem . "mutant") (:form . "mutants") (:end . 28)\n (:start . 21) (:id . 47))\n ((:tag . "VBD") (:stem . "show") (:form . "showed") (:end . 35) (:start . 29)\n (:id . 48))\n ((:tag . "JJ") (:stem . "similar") (:form . "similar") (:end . 43)\n (:start . 36) (:id . 49))\n ((:tag . "NNS") (:stem . "response") (:form . "responses") (:end . 53)\n (:start . 44) (:id . 50))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 56) (:start . 54)\n (:id . 51))\n ((:tag . "JJ") (:stem . "wild-type") (:form . "wild-type") (:end . 66)\n (:start . 57) (:id . 52))\n ((:tag . "NNS") (:stem . "control") (:form . "controls") (:end . 75)\n (:start . 67) (:id . 53))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 77) (:start . 76)\n (:id . 54))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 81) (:start . 77)\n (:id . 55))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 85) (:start . 82)\n (:id . 56))\n ((:tag . "VBN") (:stem . "show") (:form . "shown") (:end . 91) (:start . 86)\n (:id . 57))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 92) (:start . 91)\n (:id . 58))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 93) (:start . 92)\n (:id . 59)))@@@1@18@((:identifiers (:sid . :s8.191) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502443@unknown@formal@none@1@S@Thus, unlike flies that are mutated for Parkinson’s disease genes such as parkin and pink1, which are sensitive to multiple stress challenges (Clark et al., 2006; Greene et al., 2003; Park et al., 2006), loss of dhtt does not render young adult animals more vulnerable to environmental stresses.@(((:tag . "RB") (:stem . "thus") (:form . "Thus") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 5) (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "unlike") (:form . "unlike") (:end . 12) (:start . 6)\n (:id . 44))\n ((:tag . "NNS") (:stem . "fly") (:form . "flies") (:end . 18) (:start . 13)\n (:id . 45))\n ((:tag . "WDT") (:stem . "that") (:form . 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"environmental")\n (:end . 285) (:start . 272) (:id . 99))\n ((:tag . "NNS") (:stem . "stress") (:form . "stresses") (:end . 294)\n (:start . 286) (:id . 100))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 295) (:start . 294)\n (:id . 101)))@@@1@60@((:identifiers (:sid . :s8.192) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502444@unknown@formal@none@1@S@Next, we followed the activity and viability of dhtt animals throughout the adult life cycle.@(((:tag . "RB") (:stem . "next") (:form . "Next") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 5) (:start . 4) (:id . 43))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 8) (:start . 6)\n (:id . 44))\n ((:tag . "VBD") (:stem . "follow") (:form . "followed") (:end . 17)\n (:start . 9) (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 21) (:start . 18)\n (:id . 46))\n ((:tag . "NN") (:stem . 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"cycle") (:end . 92) (:start . 87)\n (:id . 57))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 93) (:start . 92)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s8.193) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502445@unknown@formal@none@1@S@Although no discernible difference in the activity and survival rate was observed between dhtt-ko and wild-type young adults, we observed striking defects in older adult dhtt-ko flies.@(((:tag . "IN") (:stem . "although") (:form . "Although") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "no") (:form . "no") (:end . 11) (:start . 9)\n (:id . 43))\n ((:tag . "JJ") (:stem . "discernible") (:form . "discernible") (:end . 23)\n (:start . 12) (:id . 44))\n ((:tag . "NN") (:stem . "difference") (:form . "difference") (:end . 34)\n (:start . 24) (:id . 45))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 37) (:start . 35)\n (:id . 46))\n ((:tag . 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"adult") (:end . 169)\n (:start . 164) (:id . 67))\n ((:tag . "NN") (:stem . "dhtt-ko") (:form . "dhtt-ko") (:end . 177)\n (:start . 170) (:id . 68))\n ((:tag . "NNS") (:stem . "fly") (:form . "flies") (:end . 183) (:start . 178)\n (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 184) (:start . 183)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s8.194) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502446@unknown@formal@none@1@S@dhtt-ko animals showed similar spontaneous locomotion to that of wild-type controls at day 15 and earlier (Fig. 5A; supplementary material Movie 1).@(((:tag . "JJ") (:stem . "dhtt-ko") (:form . "dhtt-ko") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "animal") (:form . "animals") (:end . 15)\n (:start . 8) (:id . 43))\n ((:tag . "VBD") (:stem . "show") (:form . "showed") (:end . 22) (:start . 16)\n (:id . 44))\n ((:tag . "JJ") (:stem . "similar") (:form . 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")") (:end . 147) (:start . 146)\n (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 148) (:start . 147)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s8.195) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502447@unknown@formal@none@1@S@However, as flies aged, dhtt-ko mutants displayed a rapidly declining mobility, which was evident by day 25.@(((:tag . "RB") (:stem . "however") (:form . "However") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "NNS") (:stem . "fly") (:form . "flies") (:end . 17) (:start . 12)\n (:id . 45))\n ((:tag . "JJ") (:stem . "aged") (:form . "aged") (:end . 22) (:start . 18)\n (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 23) (:start . 22)\n (:id . 47))\n ((:tag . "JJ") (:stem . 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(:end . 185) (:start . 184)\n (:id . 84)))@@@1@43@((:identifiers (:sid . :s8.198) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502450@unknown@formal@none@1@S@To verify that the late-onset mobility and viability defects were because of loss of dhtt, we constructed a dhtt minigene that expressed full-length dhtt under the control of its endogenous regulatory region (see Methods).@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VB") (:stem . "verify") (:form . "verify") (:end . 9) (:start . 3)\n (:id . 43))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 14) (:start . 10)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 18) (:start . 15)\n (:id . 45))\n ((:tag . "JJ") (:stem . "late-onset") (:form . "late-onset") (:end . 29)\n (:start . 19) (:id . 46))\n ((:tag . "NN") (:stem . "mobility") (:form . 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(:end . 78) (:start . 77)\n (:id . 54)))@@@1@13@((:hcues ((:id . :x8.210.1) (:span 21 28)))\n (:hscopes ((:id . :x8.210.1) (:span 21 77)))\n (:identifiers (:sid . :s8.210) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502462@unknown@formal@none@1@S@Normal synaptic transmission in dhtt-ko mutants.@(((:tag . "JJ") (:stem . "normal") (:form . "Normal") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "synaptic") (:form . "synaptic") (:end . 15)\n (:start . 7) (:id . 43))\n ((:tag . "NN") (:stem . "transmission") (:form . "transmission") (:end . 28)\n (:start . 16) (:id . 44))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 31) (:start . 29)\n (:id . 45))\n ((:tag . "JJ") (:stem . "dhtt-ko") (:form . "dhtt-ko") (:end . 39)\n (:start . 32) (:id . 46))\n ((:tag . "NNS") (:stem . "mutant") (:form . "mutants") (:end . 47)\n (:start . 40) (:id . 47))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 48) (:start . 47)\n (:id . 48)))@@@1@7@((:identifiers (:sid . :s8.211) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502463@unknown@formal@none@1@S@(A–F) Electrophysiological analyses of dhtt mutants (see Methods).@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "A–F") (:form . "A–F") (:end . 4) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 5) (:start . 4) (:id . 44))\n ((:tag . "JJ") (:stem . "electrophysiological")\n (:form . "Electrophysiological") (:end . 26) (:start . 6) (:id . 45))\n ((:tag . "NNS") (:stem . "analysis") (:form . "analyses") (:end . 35)\n (:start . 27) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 38) (:start . 36)\n (:id . 47))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 43) (:start . 39)\n (:id . 48))\n ((:tag . "NNS") (:stem . "mutant") (:form . 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(:end . 109) (:start . 108)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s8.213) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502465@unknown@formal@none@1@S@(B) Measurements of evoked EJP amplitude.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "B") (:form . "B") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "NNS") (:stem . "measurement") (:form . "Measurements") (:end . 16)\n (:start . 4) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 19) (:start . 17)\n (:id . 46))\n ((:tag . "VBN") (:stem . "evoke") (:form . "evoked") (:end . 26)\n (:start . 20) (:id . 47))\n ((:tag . "NNP") (:stem . "EJP") (:form . "EJP") (:end . 30) (:start . 27)\n (:id . 48))\n ((:tag . "NN") (:stem . "amplitude") (:form . 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(:end . 65) (:start . 64)\n (:id . 51)))@@@1@10@((:identifiers (:sid . :s8.216) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502468@unknown@formal@none@1@S@(C) Voltage traces and (D) quantification of PPF in control and dhtt mutant third instar larvae.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "C") (:form . "C") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "NN") (:stem . "voltage") (:form . "Voltage") (:end . 11)\n (:start . 4) (:id . 45))\n ((:tag . "NNS") (:stem . "trace") (:form . "traces") (:end . 18)\n (:start . 12) (:id . 46))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 22) (:start . 19)\n (:id . 47))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 24) (:start . 23)\n (:id . 48))\n ((:tag . "NNP") (:stem . "D") (:form . 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"instar") (:form . "instar") (:end . 88)\n (:start . 82) (:id . 60))\n ((:tag . "NNS") (:stem . "larva") (:form . "larvae") (:end . 95)\n (:start . 89) (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 96) (:start . 95)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s8.217) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502469@unknown@formal@none@1@S@No change in the amplitude of PPF was observed in dhtt mutants, indicating that short-term plasticity is intact.@(((:tag . "DT") (:stem . "no") (:form . "No") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "change") (:form . "change") (:end . 9) (:start . 3)\n (:id . 43))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 12) (:start . 10)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 16) (:start . 13)\n (:id . 45))\n ((:tag . "NN") (:stem . "amplitude") (:form . 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"short-term") (:form . "short-term") (:end . 90)\n (:start . 80) (:id . 57))\n ((:tag . "NN") (:stem . "plasticity") (:form . "plasticity") (:end . 101)\n (:start . 91) (:id . 58))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 104) (:start . 102)\n (:id . 59))\n ((:tag . "JJ") (:stem . "intact") (:form . "intact") (:end . 111)\n (:start . 105) (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 112) (:start . 111)\n (:id . 61)))@@@1@20@((:hcues ((:id . :x8.218.1) (:span 64 79)))\n (:hscopes ((:id . :x8.218.1) (:span 64 111)))\n (:identifiers (:sid . :s8.218) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502470@unknown@formal@none@1@S@(E) ERGs recorded from controls and dhtt-ko mutants aged 40–45 days or from dhtt-ko mutants aged 1–3 days at 20°C (top graphs) or at 37°C (bottom graphs); heat pulses were given at regular intervals.@(((:tag . "(") (:stem . "(") (:form . 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";") (:form . ";") (:end . 154) (:start . 153)\n (:id . 75))\n ((:tag . "NN") (:stem . "heat") (:form . "heat") (:end . 159) (:start . 155)\n (:id . 76))\n ((:tag . "NNS") (:stem . "pulse") (:form . "pulses") (:end . 166)\n (:start . 160) (:id . 77))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 171) (:start . 167)\n (:id . 78))\n ((:tag . "VBN") (:stem . "give") (:form . "given") (:end . 177)\n (:start . 172) (:id . 79))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 180) (:start . 178)\n (:id . 80))\n ((:tag . "JJ") (:stem . "regular") (:form . "regular") (:end . 188)\n (:start . 181) (:id . 81))\n ((:tag . "NNS") (:stem . "interval") (:form . "intervals") (:end . 198)\n (:start . 189) (:id . 82))\n ((:tag . ".") (:stem . ".") (:form . ".") 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(:end . 137) (:start . 136)\n (:id . 63)))@@@1@22@((:hcues ((:id . :x8.229.1) (:span 36 39)) ((:id . :x8.229.2) (:span 10 17)))\n (:hscopes ((:id . :x8.229.1) (:span 18 99)) ((:id . :x8.229.2) (:span 10 99)))\n (:identifiers (:sid . :s8.229) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502481@unknown@formal@none@1@S@Although dhtt mutants aged 1–3 days displayed normal ERGs at both 20°C and 37°C, aged dhtt mutants displayed abnormal sensitivity to 37°C, with over 60% of aged mutants losing light-induced phototransduction and the on/off transients at 37°C compared with only 20% of control aged adults (Fig. 6E,F), indicating an important role of dhtt in maintaining phototransduction under temperature-induced stress.@(((:tag . "IN") (:stem . "although") (:form . "Although") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 13) (:start . 9)\n (:id . 43))\n ((:tag . 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(:end . 83) (:start . 82)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s8.249) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502501@unknown@formal@none@1@S@The white dashed lines border one axon terminus in each brain, which are further magnified in (F) and (I), respectively.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "white") (:form . "white") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . "JJ") (:stem . "dashed") (:form . "dashed") (:end . 16)\n (:start . 10) (:id . 44))\n ((:tag . "NNS") (:stem . "line") (:form . "lines") (:end . 22) (:start . 17)\n (:id . 45))\n ((:tag . "VBP") (:stem . "border") (:form . "border") (:end . 29)\n (:start . 23) (:id . 46))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 33) (:start . 30)\n (:id . 47))\n ((:tag . "NN") (:stem . "axon") (:form . 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(:end . 120) (:start . 119)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s8.250) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502502@unknown@formal@none@1@S@Notice the significant reduction in branching and varicosities at the axonal termini of the dhtt-ko mutant (H,I).@(((:tag . "VB") (:stem . "notice") (:form . "Notice") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 10) (:start . 7)\n (:id . 43))\n ((:tag . "JJ") (:stem . "significant") (:form . "significant") (:end . 22)\n (:start . 11) (:id . 44))\n ((:tag . "NN") (:stem . "reduction") (:form . "reduction") (:end . 32)\n (:start . 23) (:id . 45))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 35) (:start . 33)\n (:id . 46))\n ((:tag . "NN") (:stem . "branching") (:form . "branching") (:end . 45)\n (:start . 36) (:id . 47))\n ((:tag . "CC") (:stem . "and") (:form . 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(:end . 147) (:start . 146)\n (:id . 75)))@@@1@34@((:identifiers (:sid . :s8.252) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502504@unknown@formal@none@1@S@(M) The overall morphology of the MBs is normal but the signal intensity is weaker in the dhtt-ko mutant.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "M") (:form . "M") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "The") (:end . 7) (:start . 4)\n (:id . 45))\n ((:tag . "JJ") (:stem . "overall") (:form . "overall") (:end . 15)\n (:start . 8) (:id . 46))\n ((:tag . "NN") (:stem . "morphology") (:form . "morphology") (:end . 26)\n (:start . 16) (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 29) (:start . 27)\n (:id . 48))\n ((:tag . "DT") (:stem . 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"DT") (:stem . "the") (:form . "the") (:end . 89) (:start . 86)\n (:id . 60))\n ((:tag . "JJ") (:stem . "dhtt-ko") (:form . "dhtt-ko") (:end . 97)\n (:start . 90) (:id . 61))\n ((:tag . "NN") (:stem . "mutant") (:form . "mutant") (:end . 104)\n (:start . 98) (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 105) (:start . 104)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s8.253) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502505@unknown@formal@none@1@S@The white dashed lines border one axon terminus in each brain.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "white") (:form . "white") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . "JJ") (:stem . "dashed") (:form . "dashed") (:end . 16)\n (:start . 10) (:id . 44))\n ((:tag . "NNS") (:stem . "line") (:form . "lines") (:end . 22) (:start . 17)\n (:id . 45))\n ((:tag . 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(:end . 209) (:start . 208)\n (:id . 87)))@@@1@46@((:identifiers (:sid . :s8.259) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502511@unknown@formal@none@1@S@When calculating the relative signal intensity of MBs, the value for the average signal intensity from the wild-type controls was set as 100, (s.e.m.=5.8); the relative signal intensity of the dhtt-ko mutants=47.7±6.1; P<0.0001. (R)@(((:tag . "WRB") (:stem . "when") (:form . "When") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "VBG") (:stem . "calculate") (:form . "calculating") (:end . 16)\n (:start . 5) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 20) (:start . 17)\n (:id . 44))\n ((:tag . "JJ") (:stem . "relative") (:form . "relative") (:end . 29)\n (:start . 21) (:id . 45))\n ((:tag . "NN") (:stem . "signal") (:form . "signal") (:end . 36)\n (:start . 30) (:id . 46))\n ((:tag . "NN") (:stem . "intensity") (:form . 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(:end . 366) (:start . 365)\n (:id . 103)))@@@1@62@((:hcues ((:id . :x8.274.1) (:span 102 104)) ((:id . :x8.274.2) (:span 16 27)))\n (:hscopes ((:id . :x8.274.1) (:span 72 179))\n ((:id . :x8.274.2) (:span 16 179)))\n (:identifiers (:sid . :s8.274) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502526@unknown@formal@none@1@S@The structure of the axonal termini in these flies is similar to that of 40-day-old flies and shows no obvious reduction in terminal complexity (supplementary material Fig. S5).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 16) (:start . 14)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 20) (:start . 17)\n (:id . 45))\n ((:tag . "JJ") (:stem . "axonal") (:form . 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(:end . 97) (:start . 96)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s8.296) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502548@unknown@formal@none@1@S@A similar profile of degeneration was observed for HD-Q93 flies (red) and HD-Q93; dhtt-ko flies (blue).@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "similar") (:form . "similar") (:end . 9)\n (:start . 2) (:id . 43))\n ((:tag . "NN") (:stem . "profile") (:form . "profile") (:end . 17)\n (:start . 10) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 20) (:start . 18)\n (:id . 45))\n ((:tag . "NN") (:stem . "degeneration") (:form . "degeneration") (:end . 33)\n (:start . 21) (:id . 46))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 37) (:start . 34)\n (:id . 47))\n ((:tag . "VBN") (:stem . "observe") (:form . 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"flies") (:end . 95) (:start . 90)\n (:id . 59))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 97) (:start . 96)\n (:id . 60))\n ((:tag . "JJ") (:stem . "blue") (:form . "blue") (:end . 101) (:start . 97)\n (:id . 61))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 102) (:start . 101)\n (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 103) (:start . 102)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s8.297) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502549@unknown@formal@none@1@S@(F–H) Quantification of climbing ability (F), spontaneous locomotion (G) and age-dependent survival rate (H).@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "F–H") (:form . "F–H") (:end . 4) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 5) (:start . 4) (:id . 44))\n ((:tag . "NNP") (:stem . 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(:end . 109) (:start . 108)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s8.298) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502550@unknown@formal@none@1@S@The genotypes for each of the fly lines tested are provided within each chart.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "genotype") (:form . "genotypes") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 17) (:start . 14)\n (:id . 44))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 22) (:start . 18)\n (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 25) (:start . 23)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 29) (:start . 26)\n (:id . 47))\n ((:tag . "JJ") (:stem . "fly") (:form . "fly") (:end . 33) (:start . 30)\n (:id . 48))\n ((:tag . "NNS") (:stem . "line") (:form . 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(:end . 78) (:start . 77)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s8.299) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502551@unknown@formal@none@1@S@HD flies with a background dhtt-ko mutation show an accelerated loss of mobility (F,G) and earlier lethality (H).@(((:tag . "NNP") (:stem . "HD") (:form . "HD") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "fly") (:form . "flies") (:end . 8) (:start . 3)\n (:id . 43))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 13) (:start . 9)\n (:id . 44))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 15) (:start . 14)\n (:id . 45))\n ((:tag . "NN") (:stem . "background") (:form . "background") (:end . 26)\n (:start . 16) (:id . 46))\n ((:tag . "JJ") (:stem . "dhtt-ko") (:form . "dhtt-ko") (:end . 34)\n (:start . 27) (:id . 47))\n ((:tag . "NN") (:stem . "mutation") (:form . 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"early") (:form . "earlier") (:end . 98)\n (:start . 91) (:id . 59))\n ((:tag . "NN") (:stem . "lethality") (:form . "lethality") (:end . 108)\n (:start . 99) (:id . 60))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 110) (:start . 109)\n (:id . 61))\n ((:tag . "NNP") (:stem . "H") (:form . "H") (:end . 111) (:start . 110)\n (:id . 62))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 112) (:start . 111)\n (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 113) (:start . 112)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s8.300) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502552@unknown@formal@none@1@S@The data in (E–H) are presented as the means±s.e.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "IN") (:stem . "in") (:form . 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(:end . 49) (:start . 48)\n (:id . 53)))@@@1@12@((:identifiers (:sid . :s8.301) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502553@unknown@formal@none@1@S@After introducing HD-Q93 into the dhtt mutant background (‘HD-Q93; dhtt-ko’ flies; genotype: elav-Gal4/+; UAS-Httexon1-Q93/+; dhtt-ko/dhtt-ko), we examined the eye degeneration phenotype by quantifying the number of rhabdomeres in each ommatidia as the animals age.@(((:tag . "IN") (:stem . "after") (:form . "After") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "VBG") (:stem . "introduce") (:form . "introducing") (:end . 17)\n (:start . 6) (:id . 43))\n ((:tag . "NN") (:stem . "hd-q93") (:form . "HD-Q93") (:end . 24)\n (:start . 18) (:id . 44))\n ((:tag . "IN") (:stem . "into") (:form . "into") (:end . 29) (:start . 25)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 33) (:start . 30)\n (:id . 46))\n ((:tag . "NN") (:stem . 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(:end . 265) (:start . 264)\n (:id . 86)))@@@1@45@((:identifiers (:sid . :s8.302) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502554@unknown@formal@none@1@S@The loss of photoreceptor cells in HD-Q93 flies was not significantly enhanced in the absence of endogenous dhtt (Fig. 8A–E).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "loss") (:form . "loss") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "NN") (:stem . "photoreceptor") (:form . "photoreceptor")\n (:end . 25) (:start . 12) (:id . 45))\n ((:tag . "NNS") (:stem . "cell") (:form . "cells") (:end . 31) (:start . 26)\n (:id . 46))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 34) (:start . 32)\n (:id . 47))\n ((:tag . "NN") (:stem . "hd-q93") (:form . 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"to") (:end . 82) (:start . 80)\n (:id . 56))\n ((:tag . "JJ") (:stem . "wild-type") (:form . "wild-type") (:end . 92)\n (:start . 83) (:id . 57))\n ((:tag . "NNS") (:stem . "control") (:form . "controls") (:end . 101)\n (:start . 93) (:id . 58))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 103) (:start . 102)\n (:id . 59))\n ((:tag . "NNP") (:stem . "Fig.") (:form . "Fig.") (:end . 107) (:start . 103)\n (:id . 60))\n ((:tag . "CD") (:stem . "5A,B") (:form . "5A,B") (:end . 112) (:start . 108)\n (:id . 61))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 113) (:start . 112)\n (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 114) (:start . 113)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s8.313) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502565@unknown@formal@none@1@S@To understand the underlying pathology of these phenotypes, we further examined the brain structure of these flies.@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VB") (:stem . "understand") (:form . "understand") (:end . 13)\n (:start . 3) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 17) (:start . 14)\n (:id . 44))\n ((:tag . "JJ") (:stem . "underlying") (:form . "underlying") (:end . 28)\n (:start . 18) (:id . 45))\n ((:tag . "NN") (:stem . "pathology") (:form . "pathology") (:end . 38)\n (:start . 29) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 41) (:start . 39)\n (:id . 47))\n ((:tag . "DT") (:stem . "these") (:form . 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"NNS") (:stem . "fly") (:form . "flies") (:end . 114) (:start . 109)\n (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 115) (:start . 114)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s8.314) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502566@unknown@formal@none@1@S@Compared with HD-Q93 flies of the same age, the brains of HD-Q93; dhtt-ko flies had already developed a more severe pathology at 5 days.@(((:tag . "VBN") (:stem . "compare") (:form . "Compared") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 13) (:start . 9)\n (:id . 43))\n ((:tag . "NN") (:stem . "hd-q93") (:form . "HD-Q93") (:end . 20)\n (:start . 14) (:id . 44))\n ((:tag . "NNS") (:stem . "fly") (:form . "flies") (:end . 26) (:start . 21)\n (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 29) (:start . 27)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . 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"had") (:end . 83) (:start . 80)\n (:id . 58))\n ((:tag . "RB") (:stem . "already") (:form . "already") (:end . 91)\n (:start . 84) (:id . 59))\n ((:tag . "VBN") (:stem . "develop") (:form . "developed") (:end . 101)\n (:start . 92) (:id . 60))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 103) (:start . 102)\n (:id . 61))\n ((:tag . "RBR") (:stem . "more") (:form . "more") (:end . 108) (:start . 104)\n (:id . 62))\n ((:tag . "JJ") (:stem . "severe") (:form . "severe") (:end . 115)\n (:start . 109) (:id . 63))\n ((:tag . "NN") (:stem . "pathology") (:form . "pathology") (:end . 125)\n (:start . 116) (:id . 64))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 128) (:start . 126)\n (:id . 65))\n ((:tag . "CD") (:stem . "5") (:form . "5") (:end . 130) (:start . 129)\n (:id . 66))\n ((:tag . "NNS") (:stem . "day") (:form . "days") (:end . 135) (:start . 131)\n (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 136) (:start . 135)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s8.315) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502567@unknown@formal@none@1@S@Notably, the MBs appeared less organized – the characteristic bulged tip of the vertical α-axonal lobes, which were prominent in HD-Q93 flies (Fig. 9C, white arrows) (n=14) and other controls, was largely unrecognizable in 95% of HD-Q93; dhtt-ko flies (n=17/18) (Fig. 9H, white arrows) (supplementary material Figs S7 and S8).@(((:tag . "RB") (:stem . "notably") (:form . "Notably") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 12) (:start . 9)\n (:id . 44))\n ((:tag . "NNS") (:stem . "mb") (:form . "MBs") (:end . 16) (:start . 13)\n (:id . 45))\n ((:tag . "VBD") (:stem . "appear") (:form . 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(:end . 326) (:start . 325)\n (:id . 109)))@@@1@68@((:identifiers (:sid . :s8.316) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502568@unknown@formal@none@1@S@The clear separation, along the midline, between the pair of medially projected ß-lobes, which was obvious in HD-Q93 flies (Fig. 9C, white arrow) (supplementary material Figs S7 and S8) (n=14) and wild-type flies (Fig. 7J), also became less distinct and often appeared to be merged in HD-Q93; dhtt-ko flies (n=13/18) (Fig. 9H, white arrow) (supplementary material Figs S7 and S8).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "clear") (:form . "clear") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "separation") (:form . "separation") (:end . 20)\n (:start . 10) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 21) (:start . 20)\n (:id . 45))\n ((:tag . 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(:end . 92) (:start . 91)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s8.345) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502597@unknown@formal@none@1@S@Further, in the absence of endogenous dhtt, the neurodegenerative phenotypes associated with a Drosophila model of polyQ toxicity were enhanced significantly.@(((:tag . "RB") (:stem . "further") (:form . "Further") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 15) (:start . 12)\n (:id . 45))\n ((:tag . "NN") (:stem . "absence") (:form . "absence") (:end . 23)\n (:start . 16) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 26) (:start . 24)\n (:id . 47))\n ((:tag . "JJ") (:stem . "endogenous") (:form . 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(:end . 257) (:start . 256)\n (:id . 83)))@@@1@42@((:hcues ((:id . :x8.365.1) (:span 140 150)))\n (:hscopes ((:id . :x8.365.1) (:span 140 247)))\n (:identifiers (:sid . :s8.365) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502617@unknown@formal@none@1@S@Analysis of dhtt mutants revealed a mild abnormality in MB structure and a reduction in the complexity of axonal termini in the brain (Fig. 7).@(((:tag . "NNP") (:stem . "Analysis") (:form . "Analysis") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 11) (:start . 9)\n (:id . 43))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 16) (:start . 12)\n (:id . 44))\n ((:tag . "NNS") (:stem . "mutant") (:form . "mutants") (:end . 24)\n (:start . 17) (:id . 45))\n ((:tag . "VBD") (:stem . "reveal") (:form . "revealed") (:end . 33)\n (:start . 25) (:id . 46))\n ((:tag . "DT") (:stem . "a") (:form . 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(:end . 114) (:start . 113)\n (:id . 60)))@@@1@19@((:hcues ((:id . :x8.381.1) (:span 46 56)))\n (:hscopes ((:id . :x8.381.1) (:span 46 113)))\n (:identifiers (:sid . :s8.381) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502633@unknown@formal@none@1@S@We were able to examine the effect of removing endogenous dhtt on the pathogenesis of an established Drosophila HD model for polyQ toxicity (HD-Q93).@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "JJ") (:stem . "able") (:form . "able") (:end . 12) (:start . 8)\n (:id . 44))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 15) (:start . 13)\n (:id . 45))\n ((:tag . "VB") (:stem . "examine") (:form . "examine") (:end . 23)\n (:start . 16) (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . 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(:end . 246) (:start . 245)\n (:id . 81)))@@@1@40@((:hcues ((:id . :x8.385.1) (:span 165 170)) ((:id . :x8.385.2) (:span 82 90)))\n (:hscopes ((:id . :x8.385.1) (:span 165 245))\n ((:id . :x8.385.2) (:span 82 245)))\n (:identifiers (:sid . :s8.385) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502637@unknown@formal@none@1@S@In the presence of a toxic polyQ tract, this vulnerability might be exposed further, leading to additive phenotypes.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "presence") (:form . "presence") (:end . 15)\n (:start . 7) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 18) (:start . 16)\n (:id . 45))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 20) (:start . 19)\n (:id . 46))\n ((:tag . "JJ") (:stem . "toxic") (:form . "toxic") (:end . 26) (:start . 21)\n (:id . 47))\n ((:tag . "NN") (:stem . "polyq") (:form . "polyQ") (:end . 32) (:start . 27)\n (:id . 48))\n ((:tag . "NN") (:stem . "tract") (:form . "tract") (:end . 38) (:start . 33)\n (:id . 49))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 39) (:start . 38)\n (:id . 50))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 44) (:start . 40)\n (:id . 51))\n ((:tag . "NN") (:stem . "vulnerability") (:form . "vulnerability")\n (:end . 58) (:start . 45) (:id . 52))\n ((:tag . "MD") (:stem . "might") (:form . "might") (:end . 64) (:start . 59)\n (:id . 53))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 67) (:start . 65)\n (:id . 54))\n ((:tag . "VBN") (:stem . "expose") (:form . "exposed") (:end . 75)\n (:start . 68) (:id . 55))\n ((:tag . "RBR") (:stem . "further") (:form . "further") (:end . 83)\n (:start . 76) (:id . 56))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 84) (:start . 83)\n (:id . 57))\n ((:tag . 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(:end . 116) (:start . 115)\n (:id . 62)))@@@1@21@((:hcues ((:id . :x8.386.1) (:span 59 64)))\n (:hscopes ((:id . :x8.386.1) (:span 40 115)))\n (:identifiers (:sid . :s8.386) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502638@unknown@formal@none@1@S@Our result is in agreement with the early hypothesis that HD might be caused by the combination of an acquired toxicity, conferred by the expanded polyQ tract in the mutated Htt, and an incurred neuronal vulnerability, arising from the loss of endogenous Htt function (Cattaneo et al., 2001).@(((:tag . "PRP$") (:stem . "our") (:form . "Our") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "result") (:form . "result") (:end . 10) (:start . 4)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 13) (:start . 11)\n (:id . 44))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 16) (:start . 14)\n (:id . 45))\n ((:tag . "NN") (:stem . 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(:end . 292) (:start . 291)\n (:id . 96)))@@@1@55@((:hcues ((:id . :x8.387.1) (:span 61 66)) ((:id . :x8.387.2) (:span 42 52)))\n (:hscopes ((:id . :x8.387.1) (:span 58 267))\n ((:id . :x8.387.2) (:span 42 267)))\n (:identifiers (:sid . :s8.387) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502639@unknown@formal@none@1@S@It is important to note that previous studies have demonstrated that expansion of polyQ tracts within the Htt protein does not abolish its endogenous function, as full-length Htt with an expanded polyQ tract can fully support the development of Htt-null mice (Leavitt et al., 2001; Van Raamsdonk et al., 2005; White et al., 1997).@(((:tag . "PRP") (:stem . "it") (:form . "It") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 5) (:start . 3)\n (:id . 43))\n ((:tag . "JJ") (:stem . "important") (:form . 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(:end . 330) (:start . 329)\n (:id . 104)))@@@1@63@((:identifiers (:sid . :s8.388) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502640@unknown@formal@none@1@S@Recently, RNAi-mediated depletion of the polyQ-expanded Htt protein has been proposed as a therapeutic approach against HD (Farah, 2007).@(((:tag . "RB") (:stem . "recently") (:form . "Recently") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 9) (:start . 8) (:id . 43))\n ((:tag . "JJ") (:stem . "rnai-mediated") (:form . "RNAi-mediated")\n (:end . 23) (:start . 10) (:id . 44))\n ((:tag . "NN") (:stem . "depletion") (:form . "depletion") (:end . 33)\n (:start . 24) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 36) (:start . 34)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 40) (:start . 37)\n (:id . 47))\n ((:tag . "JJ") (:stem . "polyq-expanded") (:form . 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(:end . 137) (:start . 136)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s8.389) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502641@unknown@formal@none@1@S@Our data, together with previous mammalian studies, suggest that the normal function of Htt has a conserved neuroprotective role in the brain and that its depletion could render neuronal cells more vulnerable to the toxicity associated with the polyQ tract (Auerbach et al., 2001; Cattaneo et al., 2001; Dragatsis et al., 2000; Leavitt et al., 2001).@(((:tag . "PRP$") (:stem . "our") (:form . "Our") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 9) (:start . 8) (:id . 44))\n ((:tag . "RB") (:stem . "together") (:form . "together") (:end . 18)\n (:start . 10) (:id . 45))\n ((:tag . "IN") (:stem . "with") (:form . 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".") (:end . 350) (:start . 349)\n (:id . 109)))@@@1@68@((:hcues ((:id . :x8.390.1) (:span 165 170)) ((:id . :x8.390.2) (:span 52 59)))\n (:hscopes ((:id . :x8.390.1) (:span 165 256))\n ((:id . :x8.390.2) (:span 52 256)))\n (:identifiers (:sid . :s8.390) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502642@unknown@formal@none@1@S@Application of such an RNAi-based strategy requires a consideration that the normal Htt function be preserved.@(((:tag . "NN") (:stem . "application") (:form . "Application") (:end . 11)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 14) (:start . 12)\n (:id . 43))\n ((:tag . "JJ") (:stem . "such") (:form . "such") (:end . 19) (:start . 15)\n (:id . 44))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 22) (:start . 20)\n (:id . 45))\n ((:tag . "JJ") (:stem . "rnai-based") (:form . "RNAi-based") (:end . 33)\n (:start . 23) (:id . 46))\n ((:tag . 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(:end . 462) (:start . 461)\n (:id . 113)))@@@1@72@((:hcues ((:id . :x8.392.1) (:span 356 361))\n ((:id . :x8.392.2) (:span 249 262)) ((:id . :x8.392.3) (:span 111 114)))\n (:hscopes ((:id . :x8.392.1) (:span 356 461))\n ((:id . :x8.392.2) (:span 249 461)) ((:id . :x8.392.3) (:span 111 159)))\n (:identifiers (:sid . :s8.392) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502644@unknown@formal@none@1@S@METHODS@(((:tag . "NNS") (:stem . "methods") (:form . "METHODS") (:end . 7)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s8.393) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5502645@unknown@formal@none@1@S@Drosophila stocks and genetics@(((:tag . "NNP") (:stem . "Drosophila") (:form . "Drosophila") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "stock") (:form . 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"this") (:end . 155) (:start . 151)\n (:id . 66))\n ((:tag . "NN") (:stem . "w1118") (:form . "w1118") (:end . 161)\n (:start . 156) (:id . 67))\n ((:tag . "JJ") (:stem . "genetic") (:form . "genetic") (:end . 169)\n (:start . 162) (:id . 68))\n ((:tag . "NN") (:stem . "background") (:form . "background") (:end . 180)\n (:start . 170) (:id . 69))\n ((:tag . "IN") (:stem . "during") (:form . "during") (:end . 187)\n (:start . 181) (:id . 70))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 191) (:start . 188)\n (:id . 71))\n ((:tag . "JJ") (:stem . "genetic") (:form . "genetic") (:end . 199)\n (:start . 192) (:id . 72))\n ((:tag . "NNS") (:stem . "crosse") (:form . "crosses") (:end . 207)\n (:start . 200) (:id . 73))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 208) (:start . 207)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s8.397) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502649@unknown@formal@none@1@S@The p-element line d08071, piggyBac insertional line f05417 and the FLP recombinase transgene line [genotype: y, w, pCaspeR-(hs-flipase)] were from Exelixis (Parks et al., 2004).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "p-element") (:form . "p-element") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "line") (:form . "line") (:end . 18) (:start . 14)\n (:id . 44))\n ((:tag . "NN") (:stem . "d08071") (:form . "d08071") (:end . 25)\n (:start . 19) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 26) (:start . 25)\n (:id . 46))\n ((:tag . "NN") (:stem . "piggybac") (:form . "piggyBac") (:end . 35)\n (:start . 27) (:id . 47))\n ((:tag . "JJ") (:stem . 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(:end . 286) (:start . 285)\n (:id . 84)))@@@1@43@((:identifiers (:sid . :s8.399) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502651@unknown@formal@none@1@S@The controls were the progenies from crossing the A307-Gal4 line with the UAS-mCD8-eGFP line.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "control") (:form . "controls") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 17) (:start . 13)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 21) (:start . 18)\n (:id . 45))\n ((:tag . "NNS") (:stem . "progeny") (:form . "progenies") (:end . 31)\n (:start . 22) (:id . 46))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 36) (:start . 32)\n (:id . 47))\n ((:tag . "VBG") (:stem . "cross") (:form . "crossing") (:end . 45)\n (:start . 37) (:id . 48))\n ((:tag . "DT") (:stem . 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(:end . 93) (:start . 92)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s8.400) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502652@unknown@formal@none@1@S@HD-Q93 flies were obtained by crossing the pan-neuronal line elav-Gal4 (C155) with the UAS-Httexon1-Q93 line (P468) provided generously by L. Thompson and J. L. Marsh, respectively (Steffan et al., 2001).@(((:tag . "NNP") (:stem . "HD-Q93") (:form . "HD-Q93") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "fly") (:form . "flies") (:end . 12) (:start . 7)\n (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 17) (:start . 13)\n (:id . 44))\n ((:tag . "VBN") (:stem . "obtain") (:form . "obtained") (:end . 26)\n (:start . 18) (:id . 45))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 29) (:start . 27)\n (:id . 46))\n ((:tag . "VBG") (:stem . "cross") (:form . "crossing") (:end . 38)\n (:start . 30) (:id . 47))\n ((:tag . 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"line") (:end . 108) (:start . 104)\n (:id . 58))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 110) (:start . 109)\n (:id . 59))\n ((:tag . "NN") (:stem . "p468") (:form . "P468") (:end . 114) (:start . 110)\n (:id . 60))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 115) (:start . 114)\n (:id . 61))\n ((:tag . "VBD") (:stem . "provide") (:form . "provided") (:end . 124)\n (:start . 116) (:id . 62))\n ((:tag . "RB") (:stem . "generously") (:form . "generously") (:end . 135)\n (:start . 125) (:id . 63))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 138) (:start . 136)\n (:id . 64))\n ((:tag . "NNP") (:stem . "L.") (:form . "L.") (:end . 141) (:start . 139)\n (:id . 65))\n ((:tag . "NNP") (:stem . "Thompson") (:form . "Thompson") (:end . 150)\n (:start . 142) (:id . 66))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 154) (:start . 151)\n (:id . 67))\n ((:tag . "NNP") (:stem . "J.") (:form . "J.") (:end . 157) (:start . 155)\n (:id . 68))\n ((:tag . "NNP") (:stem . "L.") (:form . "L.") (:end . 160) (:start . 158)\n (:id . 69))\n ((:tag . "NNP") (:stem . "Marsh") (:form . "Marsh") (:end . 166)\n (:start . 161) (:id . 70))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 167) (:start . 166)\n (:id . 71))\n ((:tag . "RB") (:stem . "respectively") (:form . "respectively") (:end . 180)\n (:start . 168) (:id . 72))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 182) (:start . 181)\n (:id . 73))\n ((:tag . "NNP") (:stem . "Steffan") (:form . "Steffan") (:end . 189)\n (:start . 182) (:id . 74))\n ((:tag . "FW") (:stem . "et") (:form . "et") (:end . 192) (:start . 190)\n (:id . 75))\n ((:tag . "FW") (:stem . "al.") (:form . "al.") (:end . 196) (:start . 193)\n (:id . 76))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 197) (:start . 196)\n (:id . 77))\n ((:tag . "CD") (:stem . "2001") (:form . "2001") (:end . 202) (:start . 198)\n (:id . 78))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 203) (:start . 202)\n (:id . 79))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 204) (:start . 203)\n (:id . 80)))@@@1@39@((:identifiers (:sid . :s8.401) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502653@unknown@formal@none@1@S@To generate ‘HD-Q93; dhtt-ko’ flies, flies with genotypes of elav-Gal4(c155)/+; dhtt-ko/TM6C, Tb and UAS-Httexon1-Q93/Cyo; dhtt-ko/TM6C, Tb were established and then crossed together; adult progenies with the genotype of elav-Gal4/+; UAS-Httexon1-Q93/+; dhtt-ko/dhtt-ko were then selected and analyzed.@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VB") (:stem . "generate") (:form . "generate") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . "``") (:stem . "‘") (:form . "‘") (:end . 13) (:start . 12)\n (:id . 44))\n ((:tag . "JJ") (:stem . "HD-Q93") (:form . "HD-Q93") (:end . 19)\n (:start . 13) (:id . 45))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 20) (:start . 19)\n (:id . 46))\n ((:tag . "NN") (:stem . "dhtt-ko") (:form . "dhtt-ko") (:end . 28)\n (:start . 21) (:id . 47))\n ((:tag . "POS") (:stem . "’") (:form . "’") (:end . 29) (:start . 28)\n (:id . 48))\n ((:tag . "NNS") (:stem . "fly") (:form . "flies") (:end . 35) (:start . 30)\n (:id . 49))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 36) (:start . 35)\n (:id . 50))\n ((:tag . "VBZ") (:stem . "fly") (:form . "flies") (:end . 42) (:start . 37)\n (:id . 51))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 47) (:start . 43)\n (:id . 52))\n ((:tag . "NNS") (:stem . "genotype") (:form . "genotypes") (:end . 57)\n (:start . 48) (:id . 53))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 60) (:start . 58)\n (:id . 54))\n ((:tag . "CD") (:stem . "elav-Gal4(c155)/+") (:form . "elav-Gal4(c155)/+")\n (:end . 78) (:start . 61) (:id . 55))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 79) (:start . 78)\n (:id . 56))\n ((:tag . "NN") (:stem . "dhtt-ko/tm6c") (:form . "dhtt-ko/TM6C") (:end . 92)\n (:start . 80) (:id . 57))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 93) (:start . 92)\n (:id . 58))\n ((:tag . "NNP") (:stem . "Tb") (:form . "Tb") (:end . 96) (:start . 94)\n (:id . 59))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 100) (:start . 97)\n (:id . 60))\n ((:tag . "NNP") (:stem . "UAS-Httexon1-Q93/Cyo")\n (:form . "UAS-Httexon1-Q93/Cyo") (:end . 121) (:start . 101) (:id . 61))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 122) (:start . 121)\n (:id . 62))\n ((:tag . "NN") (:stem . "dhtt-ko/tm6c") (:form . "dhtt-ko/TM6C") (:end . 135)\n (:start . 123) (:id . 63))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 136) (:start . 135)\n (:id . 64))\n ((:tag . "NNP") (:stem . "Tb") (:form . "Tb") (:end . 139) (:start . 137)\n (:id . 65))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 144) (:start . 140)\n (:id . 66))\n ((:tag . "VBN") (:stem . "establish") (:form . "established") (:end . 156)\n (:start . 145) (:id . 67))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 160) (:start . 157)\n (:id . 68))\n ((:tag . "RB") (:stem . "then") (:form . "then") (:end . 165) (:start . 161)\n (:id . 69))\n ((:tag . "VBN") (:stem . "cross") (:form . "crossed") (:end . 173)\n (:start . 166) (:id . 70))\n ((:tag . "RB") (:stem . "together") (:form . "together") (:end . 182)\n (:start . 174) (:id . 71))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 183) (:start . 182)\n (:id . 72))\n ((:tag . "JJ") (:stem . "adult") (:form . "adult") (:end . 189)\n (:start . 184) (:id . 73))\n ((:tag . "NNS") (:stem . "progeny") (:form . "progenies") (:end . 199)\n (:start . 190) (:id . 74))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 204) (:start . 200)\n (:id . 75))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 208) (:start . 205)\n (:id . 76))\n ((:tag . "NN") (:stem . "genotype") (:form . "genotype") (:end . 217)\n (:start . 209) (:id . 77))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 220) (:start . 218)\n (:id . 78))\n ((:tag . "JJ") (:stem . "elav-gal4/+") (:form . "elav-Gal4/+") (:end . 232)\n (:start . 221) (:id . 79))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 233) (:start . 232)\n (:id . 80))\n ((:tag . "JJ") (:stem . "uas-httexon1-q93/+") (:form . "UAS-Httexon1-Q93/+")\n (:end . 252) (:start . 234) (:id . 81))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 253) (:start . 252)\n (:id . 82))\n ((:tag . "NN") (:stem . "dhtt-ko/dhtt-ko") (:form . "dhtt-ko/dhtt-ko")\n (:end . 269) (:start . 254) (:id . 83))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 274) (:start . 270)\n (:id . 84))\n ((:tag . "RB") (:stem . "then") (:form . "then") (:end . 279) (:start . 275)\n (:id . 85))\n ((:tag . "VBN") (:stem . "select") (:form . "selected") (:end . 288)\n (:start . 280) (:id . 86))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 292) (:start . 289)\n (:id . 87))\n ((:tag . "VBN") (:stem . "analyze") (:form . "analyzed") (:end . 301)\n (:start . 293) (:id . 88))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 302) (:start . 301)\n (:id . 89)))@@@1@48@((:identifiers (:sid . :s8.402) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502654@unknown@formal@none@1@S@Controls flies had the following genotypes: elav-Gal4 (C155)/+; UAS-Httexon1-Q93/+; elav-Gal4 (C155)/+; dhtt-ko/dhtt-ko; and UAS-Httexon1-Q93/+; dhtt-ko/dhtt-ko.@(((:tag . "NNP") (:stem . "Control") (:form . "Controls") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "fly") (:form . "flies") (:end . 14) (:start . 9)\n (:id . 43))\n ((:tag . "VBD") (:stem . "have") (:form . "had") (:end . 18) (:start . 15)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 22) (:start . 19)\n (:id . 45))\n ((:tag . "JJ") (:stem . "following") (:form . "following") (:end . 32)\n (:start . 23) (:id . 46))\n ((:tag . "NNS") (:stem . "genotype") (:form . "genotypes") (:end . 42)\n (:start . 33) (:id . 47))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 43) (:start . 42)\n (:id . 48))\n ((:tag . "NN") (:stem . "elav-gal4") (:form . "elav-Gal4") (:end . 53)\n (:start . 44) (:id . 49))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 55) (:start . 54)\n (:id . 50))\n ((:tag . "NNP") (:stem . "C155)/+") (:form . "C155)/+") (:end . 62)\n (:start . 55) (:id . 51))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 63) (:start . 62)\n (:id . 52))\n ((:tag . "JJ") (:stem . "uas-httexon1-q93/+") (:form . "UAS-Httexon1-Q93/+")\n (:end . 82) (:start . 64) (:id . 53))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 83) (:start . 82)\n (:id . 54))\n ((:tag . "NN") (:stem . "elav-gal4") (:form . "elav-Gal4") (:end . 93)\n (:start . 84) (:id . 55))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 95) (:start . 94)\n (:id . 56))\n ((:tag . "VB") (:stem . "C155)/+") (:form . "C155)/+") (:end . 102)\n (:start . 95) (:id . 57))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 103) (:start . 102)\n (:id . 58))\n ((:tag . "NN") (:stem . "dhtt-ko/dhtt-ko") (:form . "dhtt-ko/dhtt-ko")\n (:end . 119) (:start . 104) (:id . 59))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 120) (:start . 119)\n (:id . 60))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 124) (:start . 121)\n (:id . 61))\n ((:tag . "JJ") (:stem . "uas-httexon1-q93/+") (:form . "UAS-Httexon1-Q93/+")\n (:end . 143) (:start . 125) (:id . 62))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 144) (:start . 143)\n (:id . 63))\n ((:tag . "NN") (:stem . "dhtt-ko/dhtt-ko") (:form . "dhtt-ko/dhtt-ko")\n (:end . 160) (:start . 145) (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 161) (:start . 160)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s8.403) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502655@unknown@formal@none@1@S@Genetics and molecular clonings to generate the dhtt-ko mutant allele@(((:tag . "NNP") (:stem . "Genetic") (:form . "Genetics") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 12) (:start . 9)\n (:id . 43))\n ((:tag . "JJ") (:stem . "molecular") (:form . "molecular") (:end . 22)\n (:start . 13) (:id . 44))\n ((:tag . "NNS") (:stem . "cloning") (:form . "clonings") (:end . 31)\n (:start . 23) (:id . 45))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 34) (:start . 32)\n (:id . 46))\n ((:tag . "VB") (:stem . "generate") (:form . "generate") (:end . 43)\n (:start . 35) (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 47) (:start . 44)\n (:id . 48))\n ((:tag . "JJ") (:stem . "dhtt-ko") (:form . "dhtt-ko") (:end . 55)\n (:start . 48) (:id . 49))\n ((:tag . "JJ") (:stem . "mutant") (:form . "mutant") (:end . 62)\n (:start . 56) (:id . 50))\n ((:tag . "NN") (:stem . "allele") (:form . "allele") (:end . 69)\n (:start . 63) (:id . 51)))@@@1@10@((:identifiers (:sid . :s8.404) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5502656@unknown@formal@none@1@S@The Df(98E2) deficiency, in which both CG9990 and dhtt are deleted, was generated by following the Flp-FRT-based procedure, as described previously (Parks et al., 2004).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "Df(98E2)") (:form . "Df(98E2)") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "deficiency") (:form . "deficiency") (:end . 23)\n (:start . 13) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 24) (:start . 23)\n (:id . 45))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 27) (:start . 25)\n (:id . 46))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 33) (:start . 28)\n (:id . 47))\n ((:tag . "CC") (:stem . "both") (:form . "both") (:end . 38) (:start . 34)\n (:id . 48))\n ((:tag . "NN") (:stem . "cg9990") (:form . "CG9990") (:end . 45)\n (:start . 39) (:id . 49))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 49) (:start . 46)\n (:id . 50))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 54) (:start . 50)\n (:id . 51))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 58) (:start . 55)\n (:id . 52))\n ((:tag . "VBN") (:stem . "delete") (:form . "deleted") (:end . 66)\n (:start . 59) (:id . 53))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 67) (:start . 66)\n (:id . 54))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 71) (:start . 68)\n (:id . 55))\n ((:tag . "VBN") (:stem . "generate") (:form . "generated") (:end . 81)\n (:start . 72) (:id . 56))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 84) (:start . 82)\n (:id . 57))\n ((:tag . "VBG") (:stem . "follow") (:form . "following") (:end . 94)\n (:start . 85) (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 98) (:start . 95)\n (:id . 59))\n ((:tag . "JJ") (:stem . "flp-frt-based") (:form . "Flp-FRT-based")\n (:end . 112) (:start . 99) (:id . 60))\n ((:tag . "NN") (:stem . "procedure") (:form . "procedure") (:end . 122)\n (:start . 113) (:id . 61))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 123) (:start . 122)\n (:id . 62))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 126) (:start . 124)\n (:id . 63))\n ((:tag . "VBN") (:stem . "describe") (:form . "described") (:end . 136)\n (:start . 127) (:id . 64))\n ((:tag . "RB") (:stem . "previously") (:form . "previously") (:end . 147)\n (:start . 137) (:id . 65))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 149) (:start . 148)\n (:id . 66))\n ((:tag . "NNP") (:stem . "Park") (:form . "Parks") (:end . 154)\n (:start . 149) (:id . 67))\n ((:tag . "FW") (:stem . "et") (:form . "et") (:end . 157) (:start . 155)\n (:id . 68))\n ((:tag . "FW") (:stem . "al.") (:form . "al.") (:end . 161) (:start . 158)\n (:id . 69))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 162) (:start . 161)\n (:id . 70))\n ((:tag . "CD") (:stem . "2004") (:form . "2004") (:end . 167) (:start . 163)\n (:id . 71))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 168) (:start . 167)\n (:id . 72))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 169) (:start . 168)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s8.405) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502657@unknown@formal@none@1@S@Briefly, the p-element line d08071 (inserted at the 5' end of the neighboring CG9990 gene) was crossed to virgin flies carrying an FLP recombinase transgene [genotype: y, w, pCaspeR-(hs-flipase)].@(((:tag . "NNP") (:stem . "Briefly") (:form . "Briefly") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 12) (:start . 9)\n (:id . 44))\n ((:tag . "NN") (:stem . "p-element") (:form . "p-element") (:end . 22)\n (:start . 13) (:id . 45))\n ((:tag . "NN") (:stem . "line") (:form . "line") (:end . 27) (:start . 23)\n (:id . 46))\n ((:tag . "NN") (:stem . "d08071") (:form . "d08071") (:end . 34)\n (:start . 28) (:id . 47))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 36) (:start . 35)\n (:id . 48))\n ((:tag . "VBN") (:stem . "insert") (:form . "inserted") (:end . 44)\n (:start . 36) (:id . 49))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 47) (:start . 45)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 51) (:start . 48)\n (:id . 51))\n ((:tag . "CD") (:stem . "5") (:form . "5") (:end . 53) (:start . 52)\n (:id . 52))\n ((:tag . "SYM") (:stem . "'") (:form . "’") (:end . 54) (:start . 53)\n (:id . 53))\n ((:tag . "NN") (:stem . "end") (:form . "end") (:end . 58) (:start . 55)\n (:id . 54))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 61) (:start . 59)\n (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 65) (:start . 62)\n (:id . 56))\n ((:tag . "VBG") (:stem . "neighbor") (:form . "neighboring") (:end . 77)\n (:start . 66) (:id . 57))\n ((:tag . "NN") (:stem . "cg9990") (:form . "CG9990") (:end . 84)\n (:start . 78) (:id . 58))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 89) (:start . 85)\n (:id . 59))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 90) (:start . 89)\n (:id . 60))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 94) (:start . 91)\n (:id . 61))\n ((:tag . "VBN") (:stem . "cross") (:form . "crossed") (:end . 102)\n (:start . 95) (:id . 62))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 105) (:start . 103)\n (:id . 63))\n ((:tag . "NN") (:stem . "virgin") (:form . "virgin") (:end . 112)\n (:start . 106) (:id . 64))\n ((:tag . "NNS") (:stem . "fly") (:form . "flies") (:end . 118) (:start . 113)\n (:id . 65))\n ((:tag . "VBG") (:stem . "carry") (:form . "carrying") (:end . 127)\n (:start . 119) (:id . 66))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 130) (:start . 128)\n (:id . 67))\n ((:tag . "NNP") (:stem . "FLP") (:form . "FLP") (:end . 134) (:start . 131)\n (:id . 68))\n ((:tag . "NNP") (:stem . "recombinase") (:form . "recombinase") (:end . 146)\n (:start . 135) (:id . 69))\n ((:tag . "NN") (:stem . "transgene") (:form . "transgene") (:end . 156)\n (:start . 147) (:id . 70))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 158) (:start . 157)\n (:id . 71))\n ((:tag . "NN") (:stem . "genotype") (:form . "genotype") (:end . 166)\n (:start . 158) (:id . 72))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 167) (:start . 166)\n (:id . 73))\n ((:tag . "NN") (:stem . "y") (:form . "y") (:end . 169) (:start . 168)\n (:id . 74))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 170) (:start . 169)\n (:id . 75))\n ((:tag . "NN") (:stem . "w") (:form . "w") (:end . 172) (:start . 171)\n (:id . 76))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 173) (:start . 172)\n (:id . 77))\n ((:tag . "NNP") (:stem . "pCaspeR-(hs-flipase)")\n (:form . "pCaspeR-(hs-flipase)") (:end . 194) (:start . 174) (:id . 78))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 195) (:start . 194)\n (:id . 79))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 196) (:start . 195)\n (:id . 80)))@@@1@39@((:identifiers (:sid . :s8.406) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502658@unknown@formal@none@1@S@For the next generation (F1), the male progenies carrying both the d08071 and the hs-flipase lines were selected and mated with virgins carrying the f05417 line, inserted near the 3' end of the dhtt gene.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "JJ") (:stem . "next") (:form . "next") (:end . 12) (:start . 8)\n (:id . 44))\n ((:tag . "NN") (:stem . "generation") (:form . "generation") (:end . 23)\n (:start . 13) (:id . 45))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 25) (:start . 24)\n (:id . 46))\n ((:tag . 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"DT") (:stem . "the") (:form . "the") (:end . 81) (:start . 78)\n (:id . 58))\n ((:tag . "NN") (:stem . "hs-flipase") (:form . "hs-flipase") (:end . 92)\n (:start . 82) (:id . 59))\n ((:tag . "NNS") (:stem . "line") (:form . "lines") (:end . 98) (:start . 93)\n (:id . 60))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 103) (:start . 99)\n (:id . 61))\n ((:tag . "VBN") (:stem . "select") (:form . "selected") (:end . 112)\n (:start . 104) (:id . 62))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 116) (:start . 113)\n (:id . 63))\n ((:tag . "VBN") (:stem . "mat") (:form . "mated") (:end . 122) (:start . 117)\n (:id . 64))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 127) (:start . 123)\n (:id . 65))\n ((:tag . "NNS") (:stem . "virgin") (:form . "virgins") (:end . 135)\n (:start . 128) (:id . 66))\n ((:tag . "VBG") (:stem . "carry") (:form . "carrying") (:end . 144)\n (:start . 136) (:id . 67))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 148) (:start . 145)\n (:id . 68))\n ((:tag . "NN") (:stem . "f05417") (:form . "f05417") (:end . 155)\n (:start . 149) (:id . 69))\n ((:tag . "NN") (:stem . "line") (:form . "line") (:end . 160) (:start . 156)\n (:id . 70))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 161) (:start . 160)\n (:id . 71))\n ((:tag . "VBN") (:stem . "insert") (:form . "inserted") (:end . 170)\n (:start . 162) (:id . 72))\n ((:tag . "IN") (:stem . "near") (:form . "near") (:end . 175) (:start . 171)\n (:id . 73))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 179) (:start . 176)\n (:id . 74))\n ((:tag . "CD") (:stem . "3") (:form . "3") (:end . 181) (:start . 180)\n (:id . 75))\n ((:tag . "SYM") (:stem . "'") (:form . "’") (:end . 182) (:start . 181)\n (:id . 76))\n ((:tag . "NN") (:stem . "end") (:form . "end") (:end . 186) (:start . 183)\n (:id . 77))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 189) (:start . 187)\n (:id . 78))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 193) (:start . 190)\n (:id . 79))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 198) (:start . 194)\n (:id . 80))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 203) (:start . 199)\n (:id . 81))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 204) (:start . 203)\n (:id . 82)))@@@1@41@((:identifiers (:sid . :s8.407) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502659@unknown@formal@none@1@S@The progenies (i.e. the F1 flies) from the above crosses were heat-shocked at 37°C for 1 hour, 48 hours after egg-laying, and were then heat-shocked for a further 1 hour during each of the following 4 days.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "progeny") (:form . "progenies") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 15) (:start . 14)\n (:id . 44))\n ((:tag . "FW") (:stem . "i.e.") (:form . "i.e.") (:end . 19) (:start . 15)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 23) (:start . 20)\n (:id . 46))\n ((:tag . "NN") (:stem . "f1") (:form . "F1") (:end . 26) (:start . 24)\n (:id . 47))\n ((:tag . "NNS") (:stem . "fly") (:form . "flies") (:end . 32) (:start . 27)\n (:id . 48))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 33) (:start . 32)\n (:id . 49))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 38) (:start . 34)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 42) (:start . 39)\n (:id . 51))\n ((:tag . "JJ") (:stem . "above") (:form . "above") (:end . 48) (:start . 43)\n (:id . 52))\n ((:tag . "NNS") (:stem . "crosse") (:form . "crosses") (:end . 56)\n (:start . 49) (:id . 53))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 61) (:start . 57)\n (:id . 54))\n ((:tag . "VBN") (:stem . "heat-shocke") (:form . "heat-shocked") (:end . 74)\n (:start . 62) (:id . 55))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 77) (:start . 75)\n (:id . 56))\n ((:tag . "NN") (:stem . "37°c") (:form . "37°C") (:end . 82) (:start . 78)\n (:id . 57))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 86) (:start . 83)\n (:id . 58))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 88) (:start . 87)\n (:id . 59))\n ((:tag . "NN") (:stem . "hour") (:form . "hour") (:end . 93) (:start . 89)\n (:id . 60))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 94) (:start . 93)\n (:id . 61))\n ((:tag . "CD") (:stem . "48") (:form . "48") (:end . 97) (:start . 95)\n (:id . 62))\n ((:tag . "NNS") (:stem . "hour") (:form . "hours") (:end . 103) (:start . 98)\n (:id . 63))\n ((:tag . "IN") (:stem . "after") (:form . "after") (:end . 109)\n (:start . 104) (:id . 64))\n ((:tag . "JJ") (:stem . "egg-laying") (:form . "egg-laying") (:end . 120)\n (:start . 110) (:id . 65))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 121) (:start . 120)\n (:id . 66))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 125) (:start . 122)\n (:id . 67))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 130) (:start . 126)\n (:id . 68))\n ((:tag . "RB") (:stem . "then") (:form . "then") (:end . 135) (:start . 131)\n (:id . 69))\n ((:tag . "JJ") (:stem . "heat-shocked") (:form . "heat-shocked") (:end . 148)\n (:start . 136) (:id . 70))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 152) (:start . 149)\n (:id . 71))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 154) (:start . 153)\n (:id . 72))\n ((:tag . "JJ") (:stem . "further") (:form . "further") (:end . 162)\n (:start . 155) (:id . 73))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 164) (:start . 163)\n (:id . 74))\n ((:tag . "NN") (:stem . "hour") (:form . "hour") (:end . 169) (:start . 165)\n (:id . 75))\n ((:tag . "IN") (:stem . "during") (:form . "during") (:end . 176)\n (:start . 170) (:id . 76))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 181) (:start . 177)\n (:id . 77))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 184) (:start . 182)\n (:id . 78))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 188) (:start . 185)\n (:id . 79))\n ((:tag . "VBG") (:stem . "follow") (:form . "following") (:end . 198)\n (:start . 189) (:id . 80))\n ((:tag . "CD") (:stem . "4") (:form . "4") (:end . 200) (:start . 199)\n (:id . 81))\n ((:tag . "NNS") (:stem . "day") (:form . "days") (:end . 205) (:start . 201)\n (:id . 82))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 206) (:start . 205)\n (:id . 83)))@@@1@42@((:identifiers (:sid . :s8.408) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502660@unknown@formal@none@1@S@In the third generation (F2), the virgin females were collected and crossed to males carrying balancer chromosomes (w; TM3, Sb/TM6B, Tb, Hu).@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "JJ") (:stem . "third") (:form . "third") (:end . 12) (:start . 7)\n (:id . 44))\n ((:tag . "NN") (:stem . "generation") (:form . "generation") (:end . 23)\n (:start . 13) (:id . 45))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 25) (:start . 24)\n (:id . 46))\n ((:tag . "NNP") (:stem . "F2") (:form . "F2") (:end . 27) (:start . 25)\n (:id . 47))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 28) (:start . 27)\n (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 29) (:start . 28)\n (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 33) (:start . 30)\n (:id . 50))\n ((:tag . "NN") (:stem . "virgin") (:form . "virgin") (:end . 40)\n (:start . 34) (:id . 51))\n ((:tag . "NNS") (:stem . "female") (:form . "females") (:end . 48)\n (:start . 41) (:id . 52))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 53) (:start . 49)\n (:id . 53))\n ((:tag . "VBN") (:stem . "collect") (:form . "collected") (:end . 63)\n (:start . 54) (:id . 54))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 67) (:start . 64)\n (:id . 55))\n ((:tag . "VBN") (:stem . "cross") (:form . "crossed") (:end . 75)\n (:start . 68) (:id . 56))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 78) (:start . 76)\n (:id . 57))\n ((:tag . "NNS") (:stem . "male") (:form . "males") (:end . 84) (:start . 79)\n (:id . 58))\n ((:tag . "VBG") (:stem . "carry") (:form . "carrying") (:end . 93)\n (:start . 85) (:id . 59))\n ((:tag . "NN") (:stem . "balancer") (:form . "balancer") (:end . 102)\n (:start . 94) (:id . 60))\n ((:tag . "NNS") (:stem . "chromosome") (:form . "chromosomes") (:end . 114)\n (:start . 103) (:id . 61))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 116) (:start . 115)\n (:id . 62))\n ((:tag . "NN") (:stem . "w") (:form . "w") (:end . 117) (:start . 116)\n (:id . 63))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 118) (:start . 117)\n (:id . 64))\n ((:tag . "NNP") (:stem . "TM3") (:form . "TM3") (:end . 122) (:start . 119)\n (:id . 65))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 123) (:start . 122)\n (:id . 66))\n ((:tag . "NNP") (:stem . "Sb/TM6B") (:form . "Sb/TM6B") (:end . 131)\n (:start . 124) (:id . 67))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 132) (:start . 131)\n (:id . 68))\n ((:tag . "NNP") (:stem . "Tb") (:form . "Tb") (:end . 135) (:start . 133)\n (:id . 69))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 136) (:start . 135)\n (:id . 70))\n ((:tag . "NNP") (:stem . "Hu") (:form . "Hu") (:end . 139) (:start . 137)\n (:id . 71))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 140) (:start . 139)\n (:id . 72))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 141) (:start . 140)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s8.409) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502661@unknown@formal@none@1@S@In the fourth generation (F3), progeny flies carrying the Df(98E2) deletion from the above crosses (between F2 flies) were selected based on their darker eye color, and crossed with flies carrying balancer chromosomes to establish individual fly lines.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . 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"Df(98E2)") (:form . "Df(98E2)") (:end . 66)\n (:start . 58) (:id . 54))\n ((:tag . "NN") (:stem . "deletion") (:form . "deletion") (:end . 75)\n (:start . 67) (:id . 55))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 80) (:start . 76)\n (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 84) (:start . 81)\n (:id . 57))\n ((:tag . "JJ") (:stem . "above") (:form . "above") (:end . 90) (:start . 85)\n (:id . 58))\n ((:tag . "NNS") (:stem . "crosse") (:form . "crosses") (:end . 98)\n (:start . 91) (:id . 59))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 100) (:start . 99)\n (:id . 60))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 107)\n (:start . 100) (:id . 61))\n ((:tag . "NN") (:stem . "f2") (:form . "F2") (:end . 110) (:start . 108)\n (:id . 62))\n ((:tag . "NNS") (:stem . "fly") (:form . "flies") (:end . 116) (:start . 111)\n (:id . 63))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 117) (:start . 116)\n (:id . 64))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 122) (:start . 118)\n (:id . 65))\n ((:tag . "VBN") (:stem . "select") (:form . "selected") (:end . 131)\n (:start . 123) (:id . 66))\n ((:tag . "VBN") (:stem . "base") (:form . "based") (:end . 137)\n (:start . 132) (:id . 67))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 140) (:start . 138)\n (:id . 68))\n ((:tag . "PRP$") (:stem . "their") (:form . "their") (:end . 146)\n (:start . 141) (:id . 69))\n ((:tag . "NN") (:stem . "darker") (:form . "darker") (:end . 153)\n (:start . 147) (:id . 70))\n ((:tag . "NN") (:stem . "eye") (:form . "eye") (:end . 157) (:start . 154)\n (:id . 71))\n ((:tag . "NN") (:stem . "color") (:form . "color") (:end . 163)\n (:start . 158) (:id . 72))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 164) (:start . 163)\n (:id . 73))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 168) (:start . 165)\n (:id . 74))\n ((:tag . "VBN") (:stem . "cross") (:form . "crossed") (:end . 176)\n (:start . 169) (:id . 75))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 181) (:start . 177)\n (:id . 76))\n ((:tag . "NNS") (:stem . "fly") (:form . "flies") (:end . 187) (:start . 182)\n (:id . 77))\n ((:tag . "VBG") (:stem . "carry") (:form . "carrying") (:end . 196)\n (:start . 188) (:id . 78))\n ((:tag . "NN") (:stem . "balancer") (:form . "balancer") (:end . 205)\n (:start . 197) (:id . 79))\n ((:tag . "NNS") (:stem . "chromosome") (:form . "chromosomes") (:end . 217)\n (:start . 206) (:id . 80))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 220) (:start . 218)\n (:id . 81))\n ((:tag . "VB") (:stem . "establish") (:form . "establish") (:end . 230)\n (:start . 221) (:id . 82))\n ((:tag . "JJ") (:stem . "individual") (:form . "individual") (:end . 241)\n (:start . 231) (:id . 83))\n ((:tag . "NN") (:stem . "fly") (:form . "fly") (:end . 245) (:start . 242)\n (:id . 84))\n ((:tag . "NNS") (:stem . "line") (:form . "lines") (:end . 251)\n (:start . 246) (:id . 85))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 252) (:start . 251)\n (:id . 86)))@@@1@45@((:identifiers (:sid . :s8.410) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502662@unknown@formal@none@1@S@The presence of the deletion in these lines was confirmed by PCR analysis of extracted genomic DNA and by DNA sequencing.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "presence") (:form . "presence") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 15) (:start . 13)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 19) (:start . 16)\n (:id . 45))\n ((:tag . "NN") (:stem . "deletion") (:form . "deletion") (:end . 28)\n (:start . 20) (:id . 46))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 31) (:start . 29)\n (:id . 47))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 37) (:start . 32)\n (:id . 48))\n ((:tag . "NNS") (:stem . "line") (:form . "lines") (:end . 43) (:start . 38)\n (:id . 49))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 47) (:start . 44)\n (:id . 50))\n ((:tag . "VBN") (:stem . "confirm") (:form . "confirmed") (:end . 57)\n (:start . 48) (:id . 51))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 60) (:start . 58)\n (:id . 52))\n ((:tag . "NNP") (:stem . "PCR") (:form . "PCR") (:end . 64) (:start . 61)\n (:id . 53))\n ((:tag . "NN") (:stem . "analysis") (:form . "analysis") (:end . 73)\n (:start . 65) (:id . 54))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 76) (:start . 74)\n (:id . 55))\n ((:tag . "VBN") (:stem . "extract") (:form . "extracted") (:end . 86)\n (:start . 77) (:id . 56))\n ((:tag . "JJ") (:stem . "genomic") (:form . "genomic") (:end . 94)\n (:start . 87) (:id . 57))\n ((:tag . "NN") (:stem . "dna") (:form . "DNA") (:end . 98) (:start . 95)\n (:id . 58))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 102) (:start . 99)\n (:id . 59))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 105) (:start . 103)\n (:id . 60))\n ((:tag . "NNP") (:stem . "DNA") (:form . "DNA") (:end . 109) (:start . 106)\n (:id . 61))\n ((:tag . "NN") (:stem . "sequencing") (:form . "sequencing") (:end . 120)\n (:start . 110) (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 121) (:start . 120)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s8.411) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502663@unknown@formal@none@1@S@To generate the genomic rescue construct for the CG9990 gene, a 24.7 kb genomic DNA fragment, covering the CG9990 genomic region, was isolated from the bacterial artificial chromosome (BAC) clone BACR10P23 (CHORI) following double digestion with the restriction enzymes XbaI and XmaI.@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VB") (:stem . "generate") (:form . "generate") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 15) (:start . 12)\n (:id . 44))\n ((:tag . "JJ") (:stem . "genomic") (:form . "genomic") (:end . 23)\n (:start . 16) (:id . 45))\n ((:tag . "NN") (:stem . "rescue") (:form . "rescue") (:end . 30)\n (:start . 24) (:id . 46))\n ((:tag . "NN") (:stem . "construct") (:form . "construct") (:end . 40)\n (:start . 31) (:id . 47))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 44) (:start . 41)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 48) (:start . 45)\n (:id . 49))\n ((:tag . "NN") (:stem . "cg9990") (:form . "CG9990") (:end . 55)\n (:start . 49) (:id . 50))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 60) (:start . 56)\n (:id . 51))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 61) (:start . 60)\n (:id . 52))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 63) (:start . 62)\n (:id . 53))\n ((:tag . "CD") (:stem . "24.7") (:form . "24.7") (:end . 68) (:start . 64)\n (:id . 54))\n ((:tag . "NN") (:stem . "kb") (:form . "kb") (:end . 71) (:start . 69)\n (:id . 55))\n ((:tag . "JJ") (:stem . "genomic") (:form . "genomic") (:end . 79)\n (:start . 72) (:id . 56))\n ((:tag . "NN") (:stem . "dna") (:form . "DNA") (:end . 83) (:start . 80)\n (:id . 57))\n ((:tag . "NN") (:stem . "fragment") (:form . "fragment") (:end . 92)\n (:start . 84) (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 93) (:start . 92)\n (:id . 59))\n ((:tag . "VBG") (:stem . "cover") (:form . "covering") (:end . 102)\n (:start . 94) (:id . 60))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 106) (:start . 103)\n (:id . 61))\n ((:tag . "NN") (:stem . "cg9990") (:form . "CG9990") (:end . 113)\n (:start . 107) (:id . 62))\n ((:tag . "JJ") (:stem . "genomic") (:form . "genomic") (:end . 121)\n (:start . 114) (:id . 63))\n ((:tag . "NN") (:stem . "region") (:form . "region") (:end . 128)\n (:start . 122) (:id . 64))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 129) (:start . 128)\n (:id . 65))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 133) (:start . 130)\n (:id . 66))\n ((:tag . "VBN") (:stem . "isolate") (:form . "isolated") (:end . 142)\n (:start . 134) (:id . 67))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 147) (:start . 143)\n (:id . 68))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 151) (:start . 148)\n (:id . 69))\n ((:tag . "JJ") (:stem . "bacterial") (:form . "bacterial") (:end . 161)\n (:start . 152) (:id . 70))\n ((:tag . "JJ") (:stem . "artificial") (:form . "artificial") (:end . 172)\n (:start . 162) (:id . 71))\n ((:tag . "NN") (:stem . "chromosome") (:form . "chromosome") (:end . 183)\n (:start . 173) (:id . 72))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 185) (:start . 184)\n (:id . 73))\n ((:tag . "NNP") (:stem . "BAC") (:form . "BAC") (:end . 188) (:start . 185)\n (:id . 74))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 189) (:start . 188)\n (:id . 75))\n ((:tag . "NN") (:stem . "clone") (:form . "clone") (:end . 195)\n (:start . 190) (:id . 76))\n ((:tag . "NNP") (:stem . "BACR10P23") (:form . "BACR10P23") (:end . 205)\n (:start . 196) (:id . 77))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 207) (:start . 206)\n (:id . 78))\n ((:tag . "NNP") (:stem . "CHORI") (:form . "CHORI") (:end . 212)\n (:start . 207) (:id . 79))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 213) (:start . 212)\n (:id . 80))\n ((:tag . "VBG") (:stem . "follow") (:form . "following") (:end . 223)\n (:start . 214) (:id . 81))\n ((:tag . "JJ") (:stem . "double") (:form . "double") (:end . 230)\n (:start . 224) (:id . 82))\n ((:tag . "NN") (:stem . "digestion") (:form . "digestion") (:end . 240)\n (:start . 231) (:id . 83))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 245) (:start . 241)\n (:id . 84))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 249) (:start . 246)\n (:id . 85))\n ((:tag . "NN") (:stem . "restriction") (:form . "restriction") (:end . 261)\n (:start . 250) (:id . 86))\n ((:tag . "NNS") (:stem . "enzyme") (:form . "enzymes") (:end . 269)\n (:start . 262) (:id . 87))\n ((:tag . "NNP") (:stem . "XbaI") (:form . "XbaI") (:end . 274) (:start . 270)\n (:id . 88))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 278) (:start . 275)\n (:id . 89))\n ((:tag . "NNP") (:stem . "XmaI") (:form . "XmaI") (:end . 283) (:start . 279)\n (:id . 90))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 284) (:start . 283)\n (:id . 91)))@@@1@50@((:identifiers (:sid . :s8.412) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502664@unknown@formal@none@1@S@This 24.7 kb genomic DNA fragment starts at an XbaI site near the end of the neighboring CG9989 gene, 2.66 kb from the inserted site of the p-element line d08071, and ends at the XmaI site within the second exon of the dhtt gene, thus covering the whole genomic region of the CG9990 gene (Fig. 1B).@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "CD") (:stem . "24.7") (:form . "24.7") (:end . 9) (:start . 5)\n (:id . 43))\n ((:tag . "NN") (:stem . "kb") (:form . "kb") (:end . 12) (:start . 10)\n (:id . 44))\n ((:tag . "JJ") (:stem . "genomic") (:form . "genomic") (:end . 20)\n (:start . 13) (:id . 45))\n ((:tag . "NN") (:stem . "dna") (:form . "DNA") (:end . 24) (:start . 21)\n (:id . 46))\n ((:tag . "NN") (:stem . "fragment") (:form . "fragment") (:end . 33)\n (:start . 25) (:id . 47))\n ((:tag . "VBZ") (:stem . "start") (:form . "starts") (:end . 40)\n (:start . 34) (:id . 48))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 43) (:start . 41)\n (:id . 49))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 46) (:start . 44)\n (:id . 50))\n ((:tag . "NNP") (:stem . "XbaI") (:form . "XbaI") (:end . 51) (:start . 47)\n (:id . 51))\n ((:tag . "NN") (:stem . "site") (:form . "site") (:end . 56) (:start . 52)\n (:id . 52))\n ((:tag . "IN") (:stem . "near") (:form . "near") (:end . 61) (:start . 57)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 65) (:start . 62)\n (:id . 54))\n ((:tag . "NN") (:stem . "end") (:form . "end") (:end . 69) (:start . 66)\n (:id . 55))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 72) (:start . 70)\n (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 76) (:start . 73)\n (:id . 57))\n ((:tag . "VBG") (:stem . "neighbor") (:form . "neighboring") (:end . 88)\n (:start . 77) (:id . 58))\n ((:tag . "NN") (:stem . "cg9989") (:form . "CG9989") (:end . 95)\n (:start . 89) (:id . 59))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 100) (:start . 96)\n (:id . 60))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 101) (:start . 100)\n (:id . 61))\n ((:tag . "CD") (:stem . "2.66") (:form . "2.66") (:end . 106) (:start . 102)\n (:id . 62))\n ((:tag . "NN") (:stem . "kb") (:form . "kb") (:end . 109) (:start . 107)\n (:id . 63))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 114) (:start . 110)\n (:id . 64))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 118) (:start . 115)\n (:id . 65))\n ((:tag . "JJ") (:stem . "inserted") (:form . "inserted") (:end . 127)\n (:start . 119) (:id . 66))\n ((:tag . "NN") (:stem . "site") (:form . "site") (:end . 132) (:start . 128)\n (:id . 67))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 135) (:start . 133)\n (:id . 68))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 139) (:start . 136)\n (:id . 69))\n ((:tag . "NN") (:stem . "p-element") (:form . "p-element") (:end . 149)\n (:start . 140) (:id . 70))\n ((:tag . "NN") (:stem . "line") (:form . "line") (:end . 154) (:start . 150)\n (:id . 71))\n ((:tag . "NN") (:stem . "d08071") (:form . "d08071") (:end . 161)\n (:start . 155) (:id . 72))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 162) (:start . 161)\n (:id . 73))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 166) (:start . 163)\n (:id . 74))\n ((:tag . "VBZ") (:stem . "end") (:form . "ends") (:end . 171) (:start . 167)\n (:id . 75))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 174) (:start . 172)\n (:id . 76))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 178) (:start . 175)\n (:id . 77))\n ((:tag . "NNP") (:stem . "XmaI") (:form . "XmaI") (:end . 183) (:start . 179)\n (:id . 78))\n ((:tag . "NN") (:stem . "site") (:form . "site") (:end . 188) (:start . 184)\n (:id . 79))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 195)\n (:start . 189) (:id . 80))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 199) (:start . 196)\n (:id . 81))\n ((:tag . "JJ") (:stem . "second") (:form . "second") (:end . 206)\n (:start . 200) (:id . 82))\n ((:tag . "NN") (:stem . "exon") (:form . "exon") (:end . 211) (:start . 207)\n (:id . 83))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 214) (:start . 212)\n (:id . 84))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 218) (:start . 215)\n (:id . 85))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 223) (:start . 219)\n (:id . 86))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 228) (:start . 224)\n (:id . 87))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 229) (:start . 228)\n (:id . 88))\n ((:tag . "RB") (:stem . "thus") (:form . "thus") (:end . 234) (:start . 230)\n (:id . 89))\n ((:tag . "VBG") (:stem . "cover") (:form . "covering") (:end . 243)\n (:start . 235) (:id . 90))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 247) (:start . 244)\n (:id . 91))\n ((:tag . "JJ") (:stem . "whole") (:form . "whole") (:end . 253)\n (:start . 248) (:id . 92))\n ((:tag . "JJ") (:stem . "genomic") (:form . "genomic") (:end . 261)\n (:start . 254) (:id . 93))\n ((:tag . "NN") (:stem . "region") (:form . "region") (:end . 268)\n (:start . 262) (:id . 94))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 271) (:start . 269)\n (:id . 95))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 275) (:start . 272)\n (:id . 96))\n ((:tag . "NN") (:stem . "cg9990") (:form . "CG9990") (:end . 282)\n (:start . 276) (:id . 97))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 287) (:start . 283)\n (:id . 98))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 289) (:start . 288)\n (:id . 99))\n ((:tag . "NNP") (:stem . "Fig.") (:form . "Fig.") (:end . 293) (:start . 289)\n (:id . 100))\n ((:tag . "NN") (:stem . "1b") (:form . "1B") (:end . 296) (:start . 294)\n (:id . 101))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 297) (:start . 296)\n (:id . 102))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 298) (:start . 297)\n (:id . 103)))@@@1@62@((:identifiers (:sid . :s8.413) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502665@unknown@formal@none@1@S@To generate the CG9990 rescue transgene, this 24.7 kb genomic DNA fragment was cloned into the NotI and SmaI sites in the pCaspeR-4 transgenic vector.@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VB") (:stem . "generate") (:form . "generate") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 15) (:start . 12)\n (:id . 44))\n ((:tag . "NN") (:stem . "cg9990") (:form . "CG9990") (:end . 22)\n (:start . 16) (:id . 45))\n ((:tag . "NN") (:stem . "rescue") (:form . "rescue") (:end . 29)\n (:start . 23) (:id . 46))\n ((:tag . "NN") (:stem . "transgene") (:form . "transgene") (:end . 39)\n (:start . 30) (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 40) (:start . 39)\n (:id . 48))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 45) (:start . 41)\n (:id . 49))\n ((:tag . "CD") (:stem . "24.7") (:form . "24.7") (:end . 50) (:start . 46)\n (:id . 50))\n ((:tag . "NN") (:stem . "kb") (:form . "kb") (:end . 53) (:start . 51)\n (:id . 51))\n ((:tag . "JJ") (:stem . "genomic") (:form . "genomic") (:end . 61)\n (:start . 54) (:id . 52))\n ((:tag . "NN") (:stem . "dna") (:form . "DNA") (:end . 65) (:start . 62)\n (:id . 53))\n ((:tag . "NN") (:stem . "fragment") (:form . "fragment") (:end . 74)\n (:start . 66) (:id . 54))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 78) (:start . 75)\n (:id . 55))\n ((:tag . "VBN") (:stem . "clone") (:form . "cloned") (:end . 85)\n (:start . 79) (:id . 56))\n ((:tag . "IN") (:stem . "into") (:form . "into") (:end . 90) (:start . 86)\n (:id . 57))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 94) (:start . 91)\n (:id . 58))\n ((:tag . "NNP") (:stem . "NotI") (:form . "NotI") (:end . 99) (:start . 95)\n (:id . 59))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 103) (:start . 100)\n (:id . 60))\n ((:tag . "NNP") (:stem . "SmaI") (:form . "SmaI") (:end . 108) (:start . 104)\n (:id . 61))\n ((:tag . "NNS") (:stem . "site") (:form . "sites") (:end . 114)\n (:start . 109) (:id . 62))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 117) (:start . 115)\n (:id . 63))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 121) (:start . 118)\n (:id . 64))\n ((:tag . "NN") (:stem . "pcasper-4") (:form . "pCaspeR-4") (:end . 131)\n (:start . 122) (:id . 65))\n ((:tag . "JJ") (:stem . "transgenic") (:form . "transgenic") (:end . 142)\n (:start . 132) (:id . 66))\n ((:tag . "NN") (:stem . "vector") (:form . "vector") (:end . 149)\n (:start . 143) (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 150) (:start . 149)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s8.414) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502666@unknown@formal@none@1@S@The DNA for the pCaspeR-4–CG9990 genomic rescue construct was injected into w1118 embryos and transformants were then selected following standard procedures.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "dna") (:form . "DNA") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 11) (:start . 8)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 15) (:start . 12)\n (:id . 45))\n ((:tag . "NN") (:stem . "pcasper-4–cg9990") (:form . "pCaspeR-4–CG9990")\n (:end . 32) (:start . 16) (:id . 46))\n ((:tag . "JJ") (:stem . "genomic") (:form . "genomic") (:end . 40)\n (:start . 33) (:id . 47))\n ((:tag . "NN") (:stem . "rescue") (:form . "rescue") (:end . 47)\n (:start . 41) (:id . 48))\n ((:tag . "NN") (:stem . "construct") (:form . "construct") (:end . 57)\n (:start . 48) (:id . 49))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 61) (:start . 58)\n (:id . 50))\n ((:tag . "VBN") (:stem . "inject") (:form . "injected") (:end . 70)\n (:start . 62) (:id . 51))\n ((:tag . "IN") (:stem . "into") (:form . "into") (:end . 75) (:start . 71)\n (:id . 52))\n ((:tag . "NN") (:stem . "w1118") (:form . "w1118") (:end . 81) (:start . 76)\n (:id . 53))\n ((:tag . "NNS") (:stem . "embryo") (:form . "embryos") (:end . 89)\n (:start . 82) (:id . 54))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 93) (:start . 90)\n (:id . 55))\n ((:tag . "NNS") (:stem . "transformant") (:form . "transformants")\n (:end . 107) (:start . 94) (:id . 56))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 112) (:start . 108)\n (:id . 57))\n ((:tag . "RB") (:stem . "then") (:form . "then") (:end . 117) (:start . 113)\n (:id . 58))\n ((:tag . "VBN") (:stem . "select") (:form . "selected") (:end . 126)\n (:start . 118) (:id . 59))\n ((:tag . "VBG") (:stem . "follow") (:form . "following") (:end . 136)\n (:start . 127) (:id . 60))\n ((:tag . "JJ") (:stem . "standard") (:form . "standard") (:end . 145)\n (:start . 137) (:id . 61))\n ((:tag . "NNS") (:stem . "procedure") (:form . "procedures") (:end . 156)\n (:start . 146) (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 157) (:start . 156)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s8.415) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502667@unknown@formal@none@1@S@Three independent CG9990 transgenic lines were established and then tested by crossing them into the Df(98E2) deletion.@(((:tag . "CD") (:stem . "three") (:form . "Three") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "independent") (:form . "independent") (:end . 17)\n (:start . 6) (:id . 43))\n ((:tag . "NN") (:stem . "cg9990") (:form . "CG9990") (:end . 24)\n (:start . 18) (:id . 44))\n ((:tag . "JJ") (:stem . "transgenic") (:form . "transgenic") (:end . 35)\n (:start . 25) (:id . 45))\n ((:tag . "NNS") (:stem . "line") (:form . "lines") (:end . 41) (:start . 36)\n (:id . 46))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 46) (:start . 42)\n (:id . 47))\n ((:tag . "VBN") (:stem . "establish") (:form . "established") (:end . 58)\n (:start . 47) (:id . 48))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 62) (:start . 59)\n (:id . 49))\n ((:tag . "RB") (:stem . "then") (:form . "then") (:end . 67) (:start . 63)\n (:id . 50))\n ((:tag . "VBN") (:stem . "test") (:form . "tested") (:end . 74) (:start . 68)\n (:id . 51))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 77) (:start . 75)\n (:id . 52))\n ((:tag . "VBG") (:stem . "cross") (:form . "crossing") (:end . 86)\n (:start . 78) (:id . 53))\n ((:tag . "PRP") (:stem . "them") (:form . "them") (:end . 91) (:start . 87)\n (:id . 54))\n ((:tag . "IN") (:stem . "into") (:form . "into") (:end . 96) (:start . 92)\n (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 100) (:start . 97)\n (:id . 56))\n ((:tag . "JJ") (:stem . "Df(98E2)") (:form . "Df(98E2)") (:end . 109)\n (:start . 101) (:id . 57))\n ((:tag . "NN") (:stem . "deletion") (:form . "deletion") (:end . 118)\n (:start . 110) (:id . 58))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 119) (:start . 118)\n (:id . 59)))@@@1@18@((:identifiers (:sid . :s8.416) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502668@unknown@formal@none@1@S@Flies with the Df(98E2) deletion, which removes both CG9990 and dhtt, are homozygous lethal at the embryonic stage.@(((:tag . "NNS") (:stem . "fly") (:form . "Flies") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 10) (:start . 6)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 14) (:start . 11)\n (:id . 44))\n ((:tag . "JJ") (:stem . "Df(98E2)") (:form . "Df(98E2)") (:end . 23)\n (:start . 15) (:id . 45))\n ((:tag . "NN") (:stem . "deletion") (:form . "deletion") (:end . 32)\n (:start . 24) (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 33) (:start . 32)\n (:id . 47))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 39) (:start . 34)\n (:id . 48))\n ((:tag . "VBZ") (:stem . "remove") (:form . "removes") (:end . 47)\n (:start . 40) (:id . 49))\n ((:tag . "CC") (:stem . "both") (:form . "both") (:end . 52) (:start . 48)\n (:id . 50))\n ((:tag . "NN") (:stem . "cg9990") (:form . "CG9990") (:end . 59)\n (:start . 53) (:id . 51))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 63) (:start . 60)\n (:id . 52))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 68) (:start . 64)\n (:id . 53))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 69) (:start . 68)\n (:id . 54))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 73) (:start . 70)\n (:id . 55))\n ((:tag . "JJ") (:stem . "homozygous") (:form . "homozygous") (:end . 84)\n (:start . 74) (:id . 56))\n ((:tag . "NN") (:stem . "lethal") (:form . "lethal") (:end . 91)\n (:start . 85) (:id . 57))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 94) (:start . 92)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 98) (:start . 95)\n (:id . 59))\n ((:tag . "JJ") (:stem . "embryonic") (:form . "embryonic") (:end . 108)\n (:start . 99) (:id . 60))\n ((:tag . "NN") (:stem . "stage") (:form . "stage") (:end . 114)\n (:start . 109) (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 115) (:start . 114)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s8.417) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502669@unknown@formal@none@1@S@Through genetic crossings, we reintroduced the CG9990 genomic rescue transgene back into the Df(98E2) deletion background, generating fly lines that are defective at the molecular level for only the dhtt gene (referred to as dhtt-ko flies).@(((:tag . "IN") (:stem . "through") (:form . "Through") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "JJ") (:stem . "genetic") (:form . "genetic") (:end . 15)\n (:start . 8) (:id . 43))\n ((:tag . "NNS") (:stem . "crossing") (:form . "crossings") (:end . 25)\n (:start . 16) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 26) (:start . 25)\n (:id . 45))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 29) (:start . 27)\n (:id . 46))\n ((:tag . "VBD") (:stem . "reintroduce") (:form . "reintroduced") (:end . 42)\n (:start . 30) (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 46) (:start . 43)\n (:id . 48))\n ((:tag . "NN") (:stem . "cg9990") (:form . "CG9990") (:end . 53)\n (:start . 47) (:id . 49))\n ((:tag . "JJ") (:stem . "genomic") (:form . "genomic") (:end . 61)\n (:start . 54) (:id . 50))\n ((:tag . "NN") (:stem . "rescue") (:form . "rescue") (:end . 68)\n (:start . 62) (:id . 51))\n ((:tag . "NN") (:stem . "transgene") (:form . "transgene") (:end . 78)\n (:start . 69) (:id . 52))\n ((:tag . "RB") (:stem . "back") (:form . "back") (:end . 83) (:start . 79)\n (:id . 53))\n ((:tag . "IN") (:stem . "into") (:form . "into") (:end . 88) (:start . 84)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 92) (:start . 89)\n (:id . 55))\n ((:tag . "JJ") (:stem . "Df(98E2)") (:form . "Df(98E2)") (:end . 101)\n (:start . 93) (:id . 56))\n ((:tag . "NN") (:stem . "deletion") (:form . "deletion") (:end . 110)\n (:start . 102) (:id . 57))\n ((:tag . "NN") (:stem . "background") (:form . "background") (:end . 121)\n (:start . 111) (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 122) (:start . 121)\n (:id . 59))\n ((:tag . "VBG") (:stem . "generate") (:form . "generating") (:end . 133)\n (:start . 123) (:id . 60))\n ((:tag . "NN") (:stem . "fly") (:form . "fly") (:end . 137) (:start . 134)\n (:id . 61))\n ((:tag . "NNS") (:stem . "line") (:form . "lines") (:end . 143)\n (:start . 138) (:id . 62))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 148) (:start . 144)\n (:id . 63))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 152) (:start . 149)\n (:id . 64))\n ((:tag . "JJ") (:stem . "defective") (:form . "defective") (:end . 162)\n (:start . 153) (:id . 65))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 165) (:start . 163)\n (:id . 66))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 169) (:start . 166)\n (:id . 67))\n ((:tag . "JJ") (:stem . "molecular") (:form . "molecular") (:end . 179)\n (:start . 170) (:id . 68))\n ((:tag . "NN") (:stem . "level") (:form . "level") (:end . 185)\n (:start . 180) (:id . 69))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 189) (:start . 186)\n (:id . 70))\n ((:tag . "RB") (:stem . "only") (:form . "only") (:end . 194) (:start . 190)\n (:id . 71))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 198) (:start . 195)\n (:id . 72))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 203) (:start . 199)\n (:id . 73))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 208) (:start . 204)\n (:id . 74))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 210) (:start . 209)\n (:id . 75))\n ((:tag . "VBN") (:stem . "refer") (:form . "referred") (:end . 218)\n (:start . 210) (:id . 76))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 221) (:start . 219)\n (:id . 77))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 224) (:start . 222)\n (:id . 78))\n ((:tag . "JJ") (:stem . "dhtt-ko") (:form . "dhtt-ko") (:end . 232)\n (:start . 225) (:id . 79))\n ((:tag . "NNS") (:stem . "fly") (:form . "flies") (:end . 238) (:start . 233)\n (:id . 80))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 239) (:start . 238)\n (:id . 81))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 240) (:start . 239)\n (:id . 82)))@@@1@41@((:identifiers (:sid . :s8.418) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502670@unknown@formal@none@1@S@Three independent genomic CG9990 transgenic lines were tested by crossing them into the Df(98E2) deletion; all of them rescued the embryonic lethality of the Df(98E2) deletion, producing viable adults.@(((:tag . "CD") (:stem . "three") (:form . "Three") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "independent") (:form . "independent") (:end . 17)\n (:start . 6) (:id . 43))\n ((:tag . "JJ") (:stem . "genomic") (:form . "genomic") (:end . 25)\n (:start . 18) (:id . 44))\n ((:tag . "NN") (:stem . "cg9990") (:form . "CG9990") (:end . 32)\n (:start . 26) (:id . 45))\n ((:tag . "JJ") (:stem . "transgenic") (:form . "transgenic") (:end . 43)\n (:start . 33) (:id . 46))\n ((:tag . "NNS") (:stem . "line") (:form . "lines") (:end . 49) (:start . 44)\n (:id . 47))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 54) (:start . 50)\n (:id . 48))\n ((:tag . "VBN") (:stem . "test") (:form . "tested") (:end . 61) (:start . 55)\n (:id . 49))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 64) (:start . 62)\n (:id . 50))\n ((:tag . "VBG") (:stem . "cross") (:form . "crossing") (:end . 73)\n (:start . 65) (:id . 51))\n ((:tag . "PRP") (:stem . "them") (:form . "them") (:end . 78) (:start . 74)\n (:id . 52))\n ((:tag . "IN") (:stem . "into") (:form . "into") (:end . 83) (:start . 79)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 87) (:start . 84)\n (:id . 54))\n ((:tag . "JJ") (:stem . "Df(98E2)") (:form . "Df(98E2)") (:end . 96)\n (:start . 88) (:id . 55))\n ((:tag . "NN") (:stem . "deletion") (:form . "deletion") (:end . 105)\n (:start . 97) (:id . 56))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 106) (:start . 105)\n (:id . 57))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 110) (:start . 107)\n (:id . 58))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 113) (:start . 111)\n (:id . 59))\n ((:tag . "PRP") (:stem . "them") (:form . "them") (:end . 118) (:start . 114)\n (:id . 60))\n ((:tag . "VBD") (:stem . "rescue") (:form . "rescued") (:end . 126)\n (:start . 119) (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 130) (:start . 127)\n (:id . 62))\n ((:tag . "JJ") (:stem . "embryonic") (:form . "embryonic") (:end . 140)\n (:start . 131) (:id . 63))\n ((:tag . "NN") (:stem . "lethality") (:form . "lethality") (:end . 150)\n (:start . 141) (:id . 64))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 153) (:start . 151)\n (:id . 65))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 157) (:start . 154)\n (:id . 66))\n ((:tag . "JJ") (:stem . "Df(98E2)") (:form . "Df(98E2)") (:end . 166)\n (:start . 158) (:id . 67))\n ((:tag . "NN") (:stem . "deletion") (:form . "deletion") (:end . 175)\n (:start . 167) (:id . 68))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 176) (:start . 175)\n (:id . 69))\n ((:tag . "VBG") (:stem . "produce") (:form . "producing") (:end . 186)\n (:start . 177) (:id . 70))\n ((:tag . "JJ") (:stem . "viable") (:form . "viable") (:end . 193)\n (:start . 187) (:id . 71))\n ((:tag . "NNS") (:stem . "adult") (:form . "adults") (:end . 200)\n (:start . 194) (:id . 72))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 201) (:start . 200)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s8.419) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502671@unknown@formal@none@1@S@Thus, dhtt-ko flies, which carry both the Df(98E2) and the CG9990 transgene, are homozygous viable and can fully develop into adulthood, demonstrating that the lethality observed with the Df(98E2) deletion is caused by the loss of CG9990.@(((:tag . "RB") (:stem . "thus") (:form . "Thus") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 5) (:start . 4) (:id . 43))\n ((:tag . "JJ") (:stem . "dhtt-ko") (:form . "dhtt-ko") (:end . 13)\n (:start . 6) (:id . 44))\n ((:tag . "NNS") (:stem . "fly") (:form . "flies") (:end . 19) (:start . 14)\n (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 20) (:start . 19)\n (:id . 46))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 26) (:start . 21)\n (:id . 47))\n ((:tag . "VBP") (:stem . "carry") (:form . "carry") (:end . 32) (:start . 27)\n (:id . 48))\n ((:tag . "CC") (:stem . "both") (:form . "both") (:end . 37) (:start . 33)\n (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 41) (:start . 38)\n (:id . 50))\n ((:tag . "NN") (:stem . "Df(98E2)") (:form . "Df(98E2)") (:end . 50)\n (:start . 42) (:id . 51))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 54) (:start . 51)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 58) (:start . 55)\n (:id . 53))\n ((:tag . "NN") (:stem . "cg9990") (:form . "CG9990") (:end . 65)\n (:start . 59) (:id . 54))\n ((:tag . "NN") (:stem . "transgene") (:form . "transgene") (:end . 75)\n (:start . 66) (:id . 55))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 76) (:start . 75)\n (:id . 56))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 80) (:start . 77)\n (:id . 57))\n ((:tag . "JJ") (:stem . "homozygous") (:form . "homozygous") (:end . 91)\n (:start . 81) (:id . 58))\n ((:tag . "JJ") (:stem . "viable") (:form . "viable") (:end . 98)\n (:start . 92) (:id . 59))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 102) (:start . 99)\n (:id . 60))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 106) (:start . 103)\n (:id . 61))\n ((:tag . "RB") (:stem . "fully") (:form . "fully") (:end . 112)\n (:start . 107) (:id . 62))\n ((:tag . "VB") (:stem . "develop") (:form . "develop") (:end . 120)\n (:start . 113) (:id . 63))\n ((:tag . "IN") (:stem . "into") (:form . "into") (:end . 125) (:start . 121)\n (:id . 64))\n ((:tag . "NN") (:stem . "adulthood") (:form . "adulthood") (:end . 135)\n (:start . 126) (:id . 65))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 136) (:start . 135)\n (:id . 66))\n ((:tag . "VBG") (:stem . "demonstrate") (:form . "demonstrating")\n (:end . 150) (:start . 137) (:id . 67))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 155) (:start . 151)\n (:id . 68))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 159) (:start . 156)\n (:id . 69))\n ((:tag . "NN") (:stem . "lethality") (:form . "lethality") (:end . 169)\n (:start . 160) (:id . 70))\n ((:tag . "VBN") (:stem . "observe") (:form . "observed") (:end . 178)\n (:start . 170) (:id . 71))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 183) (:start . 179)\n (:id . 72))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 187) (:start . 184)\n (:id . 73))\n ((:tag . "JJ") (:stem . "Df(98E2)") (:form . "Df(98E2)") (:end . 196)\n (:start . 188) (:id . 74))\n ((:tag . "NN") (:stem . "deletion") (:form . "deletion") (:end . 205)\n (:start . 197) (:id . 75))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 208) (:start . 206)\n (:id . 76))\n ((:tag . "VBN") (:stem . "cause") (:form . "caused") (:end . 215)\n (:start . 209) (:id . 77))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 218) (:start . 216)\n (:id . 78))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 222) (:start . 219)\n (:id . 79))\n ((:tag . "NN") (:stem . "loss") (:form . "loss") (:end . 227) (:start . 223)\n (:id . 80))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 230) (:start . 228)\n (:id . 81))\n ((:tag . "NNP") (:stem . "CG9990") (:form . "CG9990") (:end . 237)\n (:start . 231) (:id . 82))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 238) (:start . 237)\n (:id . 83)))@@@1@42@((:identifiers (:sid . :s8.420) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502672@unknown@formal@none@1@S@To verify further that the dhtt gene is indeed deleted, as expected, in this dhtt-ko allele, we extracted genomic DNA from the homozygous dhtt-ko and wild-type control adults and performed Southern blots.@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VB") (:stem . "verify") (:form . "verify") (:end . 9) (:start . 3)\n (:id . 43))\n ((:tag . "RBR") (:stem . "further") (:form . "further") (:end . 17)\n (:start . 10) (:id . 44))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 22) (:start . 18)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 26) (:start . 23)\n (:id . 46))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 31) (:start . 27)\n (:id . 47))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 36) (:start . 32)\n (:id . 48))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 39) (:start . 37)\n (:id . 49))\n ((:tag . "RB") (:stem . "indeed") (:form . "indeed") (:end . 46)\n (:start . 40) (:id . 50))\n ((:tag . "VBN") (:stem . "delete") (:form . "deleted") (:end . 54)\n (:start . 47) (:id . 51))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 55) (:start . 54)\n (:id . 52))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 58) (:start . 56)\n (:id . 53))\n ((:tag . "VBN") (:stem . "expect") (:form . "expected") (:end . 67)\n (:start . 59) (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 68) (:start . 67)\n (:id . 55))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 71) (:start . 69)\n (:id . 56))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 76) (:start . 72)\n (:id . 57))\n ((:tag . "JJ") (:stem . "dhtt-ko") (:form . "dhtt-ko") (:end . 84)\n (:start . 77) (:id . 58))\n ((:tag . "NN") (:stem . "allele") (:form . "allele") (:end . 91)\n (:start . 85) (:id . 59))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 92) (:start . 91)\n (:id . 60))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 95) (:start . 93)\n (:id . 61))\n ((:tag . "VBD") (:stem . "extract") (:form . "extracted") (:end . 105)\n (:start . 96) (:id . 62))\n ((:tag . "JJ") (:stem . "genomic") (:form . "genomic") (:end . 113)\n (:start . 106) (:id . 63))\n ((:tag . "NN") (:stem . "dna") (:form . "DNA") (:end . 117) (:start . 114)\n (:id . 64))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 122) (:start . 118)\n (:id . 65))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 126) (:start . 123)\n (:id . 66))\n ((:tag . "JJ") (:stem . "homozygous") (:form . "homozygous") (:end . 137)\n (:start . 127) (:id . 67))\n ((:tag . "NN") (:stem . "dhtt-ko") (:form . "dhtt-ko") (:end . 145)\n (:start . 138) (:id . 68))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 149) (:start . 146)\n (:id . 69))\n ((:tag . "JJ") (:stem . "wild-type") (:form . "wild-type") (:end . 159)\n (:start . 150) (:id . 70))\n ((:tag . "NN") (:stem . "control") (:form . "control") (:end . 167)\n (:start . 160) (:id . 71))\n ((:tag . "NNS") (:stem . "adult") (:form . "adults") (:end . 174)\n (:start . 168) (:id . 72))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 178) (:start . 175)\n (:id . 73))\n ((:tag . "VBN") (:stem . "perform") (:form . "performed") (:end . 188)\n (:start . 179) (:id . 74))\n ((:tag . "JJ") (:stem . "southern") (:form . "Southern") (:end . 197)\n (:start . 189) (:id . 75))\n ((:tag . "NNS") (:stem . "blot") (:form . "blots") (:end . 203)\n (:start . 198) (:id . 76))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 204) (:start . 203)\n (:id . 77)))@@@1@36@((:identifiers (:sid . :s8.421) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502673@unknown@formal@none@1@S@Genomic DNA was extracted from the dhtt-ko adults or from control w1118 adults and digested with the restriction enzyme BamHI.@(((:tag . "JJ") (:stem . "genomic") (:form . "Genomic") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "DNA") (:form . "DNA") (:end . 11) (:start . 8)\n (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 15) (:start . 12)\n (:id . 44))\n ((:tag . "VBN") (:stem . "extract") (:form . 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"VBN") (:stem . "digest") (:form . "digested") (:end . 91)\n (:start . 83) (:id . 56))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 96) (:start . 92)\n (:id . 57))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 100) (:start . 97)\n (:id . 58))\n ((:tag . "NN") (:stem . "restriction") (:form . "restriction") (:end . 112)\n (:start . 101) (:id . 59))\n ((:tag . "NN") (:stem . "enzyme") (:form . "enzyme") (:end . 119)\n (:start . 113) (:id . 60))\n ((:tag . "NNP") (:stem . "BamHI") (:form . "BamHI") (:end . 125)\n (:start . 120) (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 126) (:start . 125)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s8.422) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502674@unknown@formal@none@1@S@DNA fragments were separated on a 1% agarose gel and transferred onto a nitrocellular membrane, according to the standard protocol for Southern blotting.@(((:tag . "NNP") (:stem . "DNA") (:form . "DNA") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "fragment") (:form . "fragments") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 18) (:start . 14)\n (:id . 44))\n ((:tag . "VBN") (:stem . "separate") (:form . "separated") (:end . 28)\n (:start . 19) (:id . 45))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 31) (:start . 29)\n (:id . 46))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 33) (:start . 32)\n (:id . 47))\n ((:tag . "CD") (:stem . "1") (:form . 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"VBG") (:stem . "accord") (:form . "according") (:end . 105)\n (:start . 96) (:id . 59))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 108) (:start . 106)\n (:id . 60))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 112) (:start . 109)\n (:id . 61))\n ((:tag . "JJ") (:stem . "standard") (:form . "standard") (:end . 121)\n (:start . 113) (:id . 62))\n ((:tag . "NN") (:stem . "protocol") (:form . "protocol") (:end . 130)\n (:start . 122) (:id . 63))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 134) (:start . 131)\n (:id . 64))\n ((:tag . "JJ") (:stem . "southern") (:form . "Southern") (:end . 143)\n (:start . 135) (:id . 65))\n ((:tag . "NN") (:stem . "blotting") (:form . "blotting") (:end . 152)\n (:start . 144) (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 153) (:start . 152)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s8.423) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502675@unknown@formal@none@1@S@DNA fragments specifically targeting all exons of the dhtt gene were labeled with 32P-dCTP using the Klenow polymerase and random-hexamer primer method (Amersham) and used as probe.@(((:tag . "NNP") (:stem . "DNA") (:form . "DNA") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "fragment") (:form . "fragments") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "RB") (:stem . "specifically") (:form . "specifically") (:end . 26)\n (:start . 14) (:id . 44))\n ((:tag . "VBG") (:stem . "target") (:form . "targeting") (:end . 36)\n (:start . 27) (:id . 45))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 40) (:start . 37)\n (:id . 46))\n ((:tag . "NNS") (:stem . "exon") (:form . "exons") (:end . 46) (:start . 41)\n (:id . 47))\n ((:tag . 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"used") (:end . 171) (:start . 167)\n (:id . 68))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 174) (:start . 172)\n (:id . 69))\n ((:tag . "NN") (:stem . "probe") (:form . "probe") (:end . 180)\n (:start . 175) (:id . 70))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 181) (:start . 180)\n (:id . 71)))@@@1@30@((:identifiers (:sid . :s8.424) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502676@unknown@formal@none@1@S@Hybridization was performed overnight at 65°C and the fragments were subsequently washed with SDS/SSC buffers, following standard procedures for Southern blotting.@(((:tag . "NNP") (:stem . "Hybridization") (:form . "Hybridization")\n (:end . 13) (:start . 0) (:id . 42))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 17) (:start . 14)\n (:id . 43))\n ((:tag . "VBN") (:stem . "perform") (:form . "performed") (:end . 27)\n (:start . 18) (:id . 44))\n ((:tag . "RB") (:stem . 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(:end . 163) (:start . 162)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s8.425) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502677@unknown@formal@none@1@S@The size of the genomic region covering dhtt is about 43 kb (Li et al., 1999), which is too large to be cloned into a transgenic vector by conventional approaches.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "size") (:form . "size") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 15) (:start . 12)\n (:id . 45))\n ((:tag . "JJ") (:stem . "genomic") (:form . "genomic") (:end . 23)\n (:start . 16) (:id . 46))\n ((:tag . "NN") (:stem . "region") (:form . "region") (:end . 30)\n (:start . 24) (:id . 47))\n ((:tag . "VBG") (:stem . "cover") (:form . 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"therefore") (:form . "Therefore") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 10) (:start . 9)\n (:id . 43))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 13) (:start . 11)\n (:id . 44))\n ((:tag . "VBD") (:stem . "engineer") (:form . "engineered") (:end . 24)\n (:start . 14) (:id . 45))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 26) (:start . 25)\n (:id . 46))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 31) (:start . 27)\n (:id . 47))\n ((:tag . "NN") (:stem . "minigene") (:form . "minigene") (:end . 40)\n (:start . 32) (:id . 48))\n ((:tag . "NN") (:stem . "rescue") (:form . "rescue") (:end . 47)\n (:start . 41) (:id . 49))\n ((:tag . "NN") (:stem . "construct") (:form . "construct") (:end . 57)\n (:start . 48) (:id . 50))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 62) (:start . 58)\n (:id . 51))\n ((:tag . "VBZ") (:stem . "express") (:form . 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"regulatory") (:end . 140)\n (:start . 130) (:id . 62))\n ((:tag . "NN") (:stem . "region") (:form . "region") (:end . 147)\n (:start . 141) (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 148) (:start . 147)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s8.427) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502679@unknown@formal@none@1@S@In Drosophila, the regulatory elements controlling the endogenous expression pattern of a gene are normally located at the 5' region of the gene, within the upstream 5' untranscribed region and in the first few introns.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "Drosophila") (:form . "Drosophila") (:end . 13)\n (:start . 3) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 14) (:start . 13)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 18) (:start . 15)\n (:id . 45))\n ((:tag . "JJ") (:stem . "regulatory") (:form . "regulatory") (:end . 29)\n (:start . 19) (:id . 46))\n ((:tag . "NNS") (:stem . "element") (:form . "elements") (:end . 38)\n (:start . 30) (:id . 47))\n ((:tag . "VBG") (:stem . "control") (:form . "controlling") (:end . 50)\n (:start . 39) (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 54) (:start . 51)\n (:id . 49))\n ((:tag . "JJ") (:stem . "endogenous") (:form . "endogenous") (:end . 65)\n (:start . 55) (:id . 50))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 76)\n (:start . 66) (:id . 51))\n ((:tag . "NN") (:stem . "pattern") (:form . "pattern") (:end . 84)\n (:start . 77) (:id . 52))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 87) (:start . 85)\n (:id . 53))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 89) (:start . 88)\n (:id . 54))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 94) (:start . 90)\n (:id . 55))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 98) (:start . 95)\n (:id . 56))\n ((:tag . "RB") (:stem . "normally") (:form . "normally") (:end . 107)\n (:start . 99) (:id . 57))\n ((:tag . "VBN") (:stem . "locate") (:form . "located") (:end . 115)\n (:start . 108) (:id . 58))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 118) (:start . 116)\n (:id . 59))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 122) (:start . 119)\n (:id . 60))\n ((:tag . "CD") (:stem . "5") (:form . "5") (:end . 124) (:start . 123)\n (:id . 61))\n ((:tag . "SYM") (:stem . "'") (:form . "’") (:end . 125) (:start . 124)\n (:id . 62))\n ((:tag . "NN") (:stem . "region") (:form . "region") (:end . 132)\n (:start . 126) (:id . 63))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 135) (:start . 133)\n (:id . 64))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 139) (:start . 136)\n (:id . 65))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 144) (:start . 140)\n (:id . 66))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 145) (:start . 144)\n (:id . 67))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 152)\n (:start . 146) (:id . 68))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 156) (:start . 153)\n (:id . 69))\n ((:tag . "JJ") (:stem . "upstream") (:form . "upstream") (:end . 165)\n (:start . 157) (:id . 70))\n ((:tag . "CD") (:stem . "5") (:form . "5") (:end . 167) (:start . 166)\n (:id . 71))\n ((:tag . "SYM") (:stem . "'") (:form . "’") (:end . 168) (:start . 167)\n (:id . 72))\n ((:tag . "JJ") (:stem . "untranscribed") (:form . "untranscribed")\n (:end . 182) (:start . 169) (:id . 73))\n ((:tag . "NN") (:stem . "region") (:form . "region") (:end . 189)\n (:start . 183) (:id . 74))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 193) (:start . 190)\n (:id . 75))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 196) (:start . 194)\n (:id . 76))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 200) (:start . 197)\n (:id . 77))\n ((:tag . "JJ") (:stem . "first") (:form . "first") (:end . 206)\n (:start . 201) (:id . 78))\n ((:tag . "JJ") (:stem . "few") (:form . "few") (:end . 210) (:start . 207)\n (:id . 79))\n ((:tag . "NNS") (:stem . "intron") (:form . "introns") (:end . 218)\n (:start . 211) (:id . 80))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 219) (:start . 218)\n (:id . 81)))@@@1@40@((:identifiers (:sid . :s8.428) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502680@unknown@formal@none@1@S@In addition, the expression level of a gene is also affected by its 3' untranslated region.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "addition") (:form . "addition") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 16) (:start . 13)\n (:id . 45))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 27)\n (:start . 17) (:id . 46))\n ((:tag . "NN") (:stem . "level") (:form . "level") (:end . 33) (:start . 28)\n (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 36) (:start . 34)\n (:id . 48))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 38) (:start . 37)\n (:id . 49))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 43) (:start . 39)\n (:id . 50))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 46) (:start . 44)\n (:id . 51))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 51) (:start . 47)\n (:id . 52))\n ((:tag . "VBN") (:stem . "affect") (:form . "affected") (:end . 60)\n (:start . 52) (:id . 53))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 63) (:start . 61)\n (:id . 54))\n ((:tag . "PRP$") (:stem . "its") (:form . "its") (:end . 67) (:start . 64)\n (:id . 55))\n ((:tag . "CD") (:stem . "3") (:form . "3") (:end . 69) (:start . 68)\n (:id . 56))\n ((:tag . "SYM") (:stem . "'") (:form . "’") (:end . 70) (:start . 69)\n (:id . 57))\n ((:tag . "JJ") (:stem . "untranslated") (:form . "untranslated") (:end . 83)\n (:start . 71) (:id . 58))\n ((:tag . "NN") (:stem . "region") (:form . "region") (:end . 90)\n (:start . 84) (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 91) (:start . 90)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s8.429) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502681@unknown@formal@none@1@S@As a result, we isolated a 14.9 kb genomic DNA fragment from the BAC clone BACR10P23 (CHORI) following double digestion with the restriction enzymes XbaI and AscI.@(((:tag . "IN") (:stem . "as") (:form . "As") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 4) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "result") (:form . "result") (:end . 11) (:start . 5)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 45))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 15) (:start . 13)\n (:id . 46))\n ((:tag . "VBD") (:stem . "isolate") (:form . "isolated") (:end . 24)\n (:start . 16) (:id . 47))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 26) (:start . 25)\n (:id . 48))\n ((:tag . "CD") (:stem . "14.9") (:form . "14.9") (:end . 31) (:start . 27)\n (:id . 49))\n ((:tag . "NN") (:stem . "kb") (:form . "kb") (:end . 34) (:start . 32)\n (:id . 50))\n ((:tag . "JJ") (:stem . "genomic") (:form . "genomic") (:end . 42)\n (:start . 35) (:id . 51))\n ((:tag . "NN") (:stem . "dna") (:form . "DNA") (:end . 46) (:start . 43)\n (:id . 52))\n ((:tag . "NN") (:stem . "fragment") (:form . "fragment") (:end . 55)\n (:start . 47) (:id . 53))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 60) (:start . 56)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 64) (:start . 61)\n (:id . 55))\n ((:tag . "NNP") (:stem . "BAC") (:form . "BAC") (:end . 68) (:start . 65)\n (:id . 56))\n ((:tag . "NN") (:stem . "clone") (:form . "clone") (:end . 74) (:start . 69)\n (:id . 57))\n ((:tag . "NNP") (:stem . "BACR10P23") (:form . "BACR10P23") (:end . 84)\n (:start . 75) (:id . 58))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 86) (:start . 85)\n (:id . 59))\n ((:tag . "NNP") (:stem . "CHORI") (:form . "CHORI") (:end . 91) (:start . 86)\n (:id . 60))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 92) (:start . 91)\n (:id . 61))\n ((:tag . "VBG") (:stem . "follow") (:form . "following") (:end . 102)\n (:start . 93) (:id . 62))\n ((:tag . "JJ") (:stem . "double") (:form . "double") (:end . 109)\n (:start . 103) (:id . 63))\n ((:tag . "NN") (:stem . "digestion") (:form . "digestion") (:end . 119)\n (:start . 110) (:id . 64))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 124) (:start . 120)\n (:id . 65))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 128) (:start . 125)\n (:id . 66))\n ((:tag . "NN") (:stem . "restriction") (:form . "restriction") (:end . 140)\n (:start . 129) (:id . 67))\n ((:tag . "NNS") (:stem . "enzyme") (:form . "enzymes") (:end . 148)\n (:start . 141) (:id . 68))\n ((:tag . "NNP") (:stem . "XbaI") (:form . "XbaI") (:end . 153) (:start . 149)\n (:id . 69))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 157) (:start . 154)\n (:id . 70))\n ((:tag . "NNP") (:stem . "AscI") (:form . "AscI") (:end . 162) (:start . 158)\n (:id . 71))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 163) (:start . 162)\n (:id . 72)))@@@1@31@((:identifiers (:sid . :s8.430) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502682@unknown@formal@none@1@S@The XbaI site was located at the end of the CG9990 gene and the AscI site was within the tenth exon of the dhtt-coding region, thus the DNA fragment covered all of the 5' untranscribed region of the dhtt gene together with the first ten introns and exons of the gene.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "XbaI") (:form . "XbaI") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "site") (:form . "site") (:end . 13) (:start . 9)\n (:id . 44))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 17) (:start . 14)\n (:id . 45))\n ((:tag . "VBN") (:stem . "locate") (:form . "located") (:end . 25)\n (:start . 18) (:id . 46))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 28) (:start . 26)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 32) (:start . 29)\n (:id . 48))\n ((:tag . "NN") (:stem . "end") (:form . "end") (:end . 36) (:start . 33)\n (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 39) (:start . 37)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 43) (:start . 40)\n (:id . 51))\n ((:tag . "NN") (:stem . "cg9990") (:form . "CG9990") (:end . 50)\n (:start . 44) (:id . 52))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 55) (:start . 51)\n (:id . 53))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 59) (:start . 56)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 63) (:start . 60)\n (:id . 55))\n ((:tag . "NNP") (:stem . "AscI") (:form . "AscI") (:end . 68) (:start . 64)\n (:id . 56))\n ((:tag . "NN") (:stem . "site") (:form . "site") (:end . 73) (:start . 69)\n (:id . 57))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 77) (:start . 74)\n (:id . 58))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 84)\n (:start . 78) (:id . 59))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 88) (:start . 85)\n (:id . 60))\n ((:tag . "NN") (:stem . "tenth") (:form . "tenth") (:end . 94) (:start . 89)\n (:id . 61))\n ((:tag . "NN") (:stem . "exon") (:form . "exon") (:end . 99) (:start . 95)\n (:id . 62))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 102) (:start . 100)\n (:id . 63))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 106) (:start . 103)\n (:id . 64))\n ((:tag . "JJ") (:stem . "dhtt-coding") (:form . "dhtt-coding") (:end . 118)\n (:start . 107) (:id . 65))\n ((:tag . "NN") (:stem . "region") (:form . "region") (:end . 125)\n (:start . 119) (:id . 66))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 126) (:start . 125)\n (:id . 67))\n ((:tag . "RB") (:stem . "thus") (:form . "thus") (:end . 131) (:start . 127)\n (:id . 68))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 135) (:start . 132)\n (:id . 69))\n ((:tag . "NN") (:stem . "dna") (:form . "DNA") (:end . 139) (:start . 136)\n (:id . 70))\n ((:tag . "NN") (:stem . "fragment") (:form . "fragment") (:end . 148)\n (:start . 140) (:id . 71))\n ((:tag . "VBD") (:stem . "cover") (:form . "covered") (:end . 156)\n (:start . 149) (:id . 72))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 160) (:start . 157)\n (:id . 73))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 163) (:start . 161)\n (:id . 74))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 167) (:start . 164)\n (:id . 75))\n ((:tag . "CD") (:stem . "5") (:form . "5") (:end . 169) (:start . 168)\n (:id . 76))\n ((:tag . "SYM") (:stem . "'") (:form . "’") (:end . 170) (:start . 169)\n (:id . 77))\n ((:tag . "JJ") (:stem . "untranscribed") (:form . "untranscribed")\n (:end . 184) (:start . 171) (:id . 78))\n ((:tag . "NN") (:stem . "region") (:form . "region") (:end . 191)\n (:start . 185) (:id . 79))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 194) (:start . 192)\n (:id . 80))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 198) (:start . 195)\n (:id . 81))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 203) (:start . 199)\n (:id . 82))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 208) (:start . 204)\n (:id . 83))\n ((:tag . "RB") (:stem . "together") (:form . "together") (:end . 217)\n (:start . 209) (:id . 84))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 222) (:start . 218)\n (:id . 85))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 226) (:start . 223)\n (:id . 86))\n ((:tag . "JJ") (:stem . "first") (:form . "first") (:end . 232)\n (:start . 227) (:id . 87))\n ((:tag . "CD") (:stem . "ten") (:form . "ten") (:end . 236) (:start . 233)\n (:id . 88))\n ((:tag . "NNS") (:stem . "intron") (:form . "introns") (:end . 244)\n (:start . 237) (:id . 89))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 248) (:start . 245)\n (:id . 90))\n ((:tag . "NNS") (:stem . "exon") (:form . "exons") (:end . 254)\n (:start . 249) (:id . 91))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 257) (:start . 255)\n (:id . 92))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 261) (:start . 258)\n (:id . 93))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 266) (:start . 262)\n (:id . 94))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 267) (:start . 266)\n (:id . 95)))@@@1@54@((:identifiers (:sid . :s8.431) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502683@unknown@formal@none@1@S@We also isolated a 1.2 kb genomic DNA fragment, by double digestion with StuI-EcoRI, that covers the 3' end of the dhtt gene, including the last exon of dhtt and the remaining polyA sites and untranscribed region at the 3' end of the gene.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "VBD") (:stem . "isolate") (:form . "isolated") (:end . 16)\n (:start . 8) (:id . 44))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 18) (:start . 17)\n (:id . 45))\n ((:tag . "CD") (:stem . "1.2") (:form . "1.2") (:end . 22) (:start . 19)\n (:id . 46))\n ((:tag . "NN") (:stem . "kb") (:form . "kb") (:end . 25) (:start . 23)\n (:id . 47))\n ((:tag . "JJ") (:stem . "genomic") (:form . "genomic") (:end . 33)\n (:start . 26) (:id . 48))\n ((:tag . "NN") (:stem . "dna") (:form . "DNA") (:end . 37) (:start . 34)\n (:id . 49))\n ((:tag . "NN") (:stem . "fragment") (:form . "fragment") (:end . 46)\n (:start . 38) (:id . 50))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 47) (:start . 46)\n (:id . 51))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 50) (:start . 48)\n (:id . 52))\n ((:tag . "JJ") (:stem . "double") (:form . "double") (:end . 57)\n (:start . 51) (:id . 53))\n ((:tag . "NN") (:stem . "digestion") (:form . "digestion") (:end . 67)\n (:start . 58) (:id . 54))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 72) (:start . 68)\n (:id . 55))\n ((:tag . "NNP") (:stem . "StuI-EcoRI") (:form . "StuI-EcoRI") (:end . 83)\n (:start . 73) (:id . 56))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 84) (:start . 83)\n (:id . 57))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 89) (:start . 85)\n (:id . 58))\n ((:tag . "VBZ") (:stem . "cover") (:form . "covers") (:end . 96)\n (:start . 90) (:id . 59))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 100) (:start . 97)\n (:id . 60))\n ((:tag . "CD") (:stem . "3") (:form . "3") (:end . 102) (:start . 101)\n (:id . 61))\n ((:tag . "SYM") (:stem . "'") (:form . "’") (:end . 103) (:start . 102)\n (:id . 62))\n ((:tag . "NN") (:stem . "end") (:form . "end") (:end . 107) (:start . 104)\n (:id . 63))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 110) (:start . 108)\n (:id . 64))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 114) (:start . 111)\n (:id . 65))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 119) (:start . 115)\n (:id . 66))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 124) (:start . 120)\n (:id . 67))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 125) (:start . 124)\n (:id . 68))\n ((:tag . "VBG") (:stem . "include") (:form . "including") (:end . 135)\n (:start . 126) (:id . 69))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 139) (:start . 136)\n (:id . 70))\n ((:tag . "JJ") (:stem . "last") (:form . "last") (:end . 144) (:start . 140)\n (:id . 71))\n ((:tag . "NN") (:stem . "exon") (:form . "exon") (:end . 149) (:start . 145)\n (:id . 72))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 152) (:start . 150)\n (:id . 73))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 157) (:start . 153)\n (:id . 74))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 161) (:start . 158)\n (:id . 75))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 165) (:start . 162)\n (:id . 76))\n ((:tag . "VBG") (:stem . "remain") (:form . "remaining") (:end . 175)\n (:start . 166) (:id . 77))\n ((:tag . "NN") (:stem . "polya") (:form . "polyA") (:end . 181)\n (:start . 176) (:id . 78))\n ((:tag . "NNS") (:stem . "site") (:form . "sites") (:end . 187)\n (:start . 182) (:id . 79))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 191) (:start . 188)\n (:id . 80))\n ((:tag . "JJ") (:stem . "untranscribed") (:form . "untranscribed")\n (:end . 205) (:start . 192) (:id . 81))\n ((:tag . "NN") (:stem . "region") (:form . "region") (:end . 212)\n (:start . 206) (:id . 82))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 215) (:start . 213)\n (:id . 83))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 219) (:start . 216)\n (:id . 84))\n ((:tag . "CD") (:stem . "3") (:form . "3") (:end . 221) (:start . 220)\n (:id . 85))\n ((:tag . "SYM") (:stem . "'") (:form . "’") (:end . 222) (:start . 221)\n (:id . 86))\n ((:tag . "NN") (:stem . "end") (:form . "end") (:end . 226) (:start . 223)\n (:id . 87))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 229) (:start . 227)\n (:id . 88))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 233) (:start . 230)\n (:id . 89))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 238) (:start . 234)\n (:id . 90))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 239) (:start . 238)\n (:id . 91)))@@@1@50@((:identifiers (:sid . :s8.432) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502684@unknown@formal@none@1@S@Next, we assembled and isolated a 6.6 kb dhtt cDNA fragment, by digestion with AscI and StuI, that covered most of the 3' cDNA region of dhtt, from the single AscI site within the tenth exon to the StuI site within the last exon.@(((:tag . "RB") (:stem . "next") (:form . "Next") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 5) (:start . 4) (:id . 43))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 8) (:start . 6)\n (:id . 44))\n ((:tag . "VBD") (:stem . "assemble") (:form . "assembled") (:end . 18)\n (:start . 9) (:id . 45))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 22) (:start . 19)\n (:id . 46))\n ((:tag . "VBD") (:stem . "isolate") (:form . 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"NN") (:stem . "exon") (:form . "exon") (:end . 228) (:start . 224)\n (:id . 90))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 229) (:start . 228)\n (:id . 91)))@@@1@50@((:identifiers (:sid . :s8.433) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502685@unknown@formal@none@1@S@The dhtt minigene rescue construct was generated by ligating and fusing, in frame, the three fragments that cover all of the dhtt regulatory and coding regions: (1) the 5' 14.9 kb genomic DNA fragment that covered all of the 5' untranscribed region of the dhtt gene, as well as the first ten introns and exons of dhtt; (2) the middle 6.6 kb of the dhtt cDNA fragment that covered from exon 10 to exon 29; and (3) the 3' 1.2 kb genomic DNA fragment that covered exon 29 and the polyA sites at the 3' end of the gene, as well as the remaining 3' untranscribed region.@(((:tag . "DT") (:stem . "the") (:form . 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(:end . 565) (:start . 564)\n (:id . 167)))@@@1@126@((:identifiers (:sid . :s8.434) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502686@unknown@formal@none@1@S@The 22.7 kb dhtt minigene was cloned into the NotI and XbaI sites in the pCaspeR-4 transgenic vector.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "CD") (:stem . "22.7") (:form . "22.7") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "kb") (:form . "kb") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 16) (:start . 12)\n (:id . 45))\n ((:tag . "NN") (:stem . "minigene") (:form . "minigene") (:end . 25)\n (:start . 17) (:id . 46))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 29) (:start . 26)\n (:id . 47))\n ((:tag . "VBN") (:stem . "clone") (:form . "cloned") (:end . 36)\n (:start . 30) (:id . 48))\n ((:tag . "IN") (:stem . 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"vector") (:end . 100)\n (:start . 94) (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 101) (:start . 100)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s8.435) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502687@unknown@formal@none@1@S@After generating transgenic flies with this dhtt minigene rescue construct, we crossed these animals into the dhtt-ko mutant background to test whether the mobility and viability phenotypes of dhtt-ko mutants could be rescued.@(((:tag . "IN") (:stem . "after") (:form . "After") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "VBG") (:stem . "generate") (:form . "generating") (:end . 16)\n (:start . 6) (:id . 43))\n ((:tag . "JJ") (:stem . "transgenic") (:form . "transgenic") (:end . 27)\n (:start . 17) (:id . 44))\n ((:tag . "NNS") (:stem . "fly") (:form . "flies") (:end . 33) (:start . 28)\n (:id . 45))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 38) (:start . 34)\n (:id . 46))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 43) (:start . 39)\n (:id . 47))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 48) (:start . 44)\n (:id . 48))\n ((:tag . "NN") (:stem . "minigene") (:form . "minigene") (:end . 57)\n (:start . 49) (:id . 49))\n ((:tag . "NN") (:stem . "rescue") (:form . "rescue") (:end . 64)\n (:start . 58) (:id . 50))\n ((:tag . "NN") (:stem . "construct") (:form . "construct") (:end . 74)\n (:start . 65) (:id . 51))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 75) (:start . 74)\n (:id . 52))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 78) (:start . 76)\n (:id . 53))\n ((:tag . "VBD") (:stem . "cross") (:form . "crossed") (:end . 86)\n (:start . 79) (:id . 54))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 92) (:start . 87)\n (:id . 55))\n ((:tag . "NNS") (:stem . "animal") (:form . "animals") (:end . 100)\n (:start . 93) (:id . 56))\n ((:tag . "IN") (:stem . "into") (:form . "into") (:end . 105) (:start . 101)\n (:id . 57))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 109) (:start . 106)\n (:id . 58))\n ((:tag . "JJ") (:stem . "dhtt-ko") (:form . "dhtt-ko") (:end . 117)\n (:start . 110) (:id . 59))\n ((:tag . "JJ") (:stem . "mutant") (:form . "mutant") (:end . 124)\n (:start . 118) (:id . 60))\n ((:tag . "NN") (:stem . "background") (:form . "background") (:end . 135)\n (:start . 125) (:id . 61))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 138) (:start . 136)\n (:id . 62))\n ((:tag . "VB") (:stem . "test") (:form . "test") (:end . 143) (:start . 139)\n (:id . 63))\n ((:tag . "IN") (:stem . "whether") (:form . "whether") (:end . 151)\n (:start . 144) (:id . 64))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 155) (:start . 152)\n (:id . 65))\n ((:tag . "NN") (:stem . "mobility") (:form . "mobility") (:end . 164)\n (:start . 156) (:id . 66))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 168) (:start . 165)\n (:id . 67))\n ((:tag . "NN") (:stem . "viability") (:form . "viability") (:end . 178)\n (:start . 169) (:id . 68))\n ((:tag . "NNS") (:stem . "phenotype") (:form . "phenotypes") (:end . 189)\n (:start . 179) (:id . 69))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 192) (:start . 190)\n (:id . 70))\n ((:tag . "JJ") (:stem . "dhtt-ko") (:form . "dhtt-ko") (:end . 200)\n (:start . 193) (:id . 71))\n ((:tag . "NNS") (:stem . "mutant") (:form . "mutants") (:end . 208)\n (:start . 201) (:id . 72))\n ((:tag . "MD") (:stem . "could") (:form . "could") (:end . 214)\n (:start . 209) (:id . 73))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 217) (:start . 215)\n (:id . 74))\n ((:tag . "VBN") (:stem . "rescue") (:form . "rescued") (:end . 225)\n (:start . 218) (:id . 75))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 226) (:start . 225)\n (:id . 76)))@@@1@35@((:hcues ((:id . :x8.436.1) (:span 209 214))\n ((:id . :x8.436.2) (:span 144 151)))\n (:hscopes ((:id . :x8.436.1) (:span 152 225))\n ((:id . :x8.436.2) (:span 144 225)))\n (:identifiers (:sid . :s8.436) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502688@unknown@formal@none@1@S@Based on the published dhtt cDNA sequence (Li et al., 1999), we isolated overlapping fragments covering the full-length of the dhtt cDNA by PCR amplification using Pfu polymerase.@(((:tag . "VBN") (:stem . "base") (:form . "Based") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 8) (:start . 6)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 12) (:start . 9)\n (:id . 44))\n ((:tag . "VBN") (:stem . "publish") (:form . "published") (:end . 22)\n (:start . 13) (:id . 45))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 27) (:start . 23)\n (:id . 46))\n ((:tag . "NN") (:stem . "cdna") (:form . "cDNA") (:end . 32) (:start . 28)\n (:id . 47))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 41)\n (:start . 33) (:id . 48))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 43) (:start . 42)\n (:id . 49))\n ((:tag . "NNP") (:stem . "Li") (:form . "Li") (:end . 45) (:start . 43)\n (:id . 50))\n ((:tag . "FW") (:stem . "et") (:form . "et") (:end . 48) (:start . 46)\n (:id . 51))\n ((:tag . "FW") (:stem . "al.") (:form . "al.") (:end . 52) (:start . 49)\n (:id . 52))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 53) (:start . 52)\n (:id . 53))\n ((:tag . "CD") (:stem . "1999") (:form . "1999") (:end . 58) (:start . 54)\n (:id . 54))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 59) (:start . 58)\n (:id . 55))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 60) (:start . 59)\n (:id . 56))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 63) (:start . 61)\n (:id . 57))\n ((:tag . "VBD") (:stem . "isolate") (:form . "isolated") (:end . 72)\n (:start . 64) (:id . 58))\n ((:tag . "VBG") (:stem . "overlap") (:form . "overlapping") (:end . 84)\n (:start . 73) (:id . 59))\n ((:tag . "NNS") (:stem . "fragment") (:form . "fragments") (:end . 94)\n (:start . 85) (:id . 60))\n ((:tag . "VBG") (:stem . "cover") (:form . "covering") (:end . 103)\n (:start . 95) (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 107) (:start . 104)\n (:id . 62))\n ((:tag . "NN") (:stem . "full-length") (:form . "full-length") (:end . 119)\n (:start . 108) (:id . 63))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 122) (:start . 120)\n (:id . 64))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 126) (:start . 123)\n (:id . 65))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 131) (:start . 127)\n (:id . 66))\n ((:tag . "NN") (:stem . "cdna") (:form . "cDNA") (:end . 136) (:start . 132)\n (:id . 67))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 139) (:start . 137)\n (:id . 68))\n ((:tag . "NNP") (:stem . "PCR") (:form . "PCR") (:end . 143) (:start . 140)\n (:id . 69))\n ((:tag . "NN") (:stem . "amplification") (:form . "amplification")\n (:end . 157) (:start . 144) (:id . 70))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 163) (:start . 158)\n (:id . 71))\n ((:tag . "NNP") (:stem . "Pfu") (:form . "Pfu") (:end . 167) (:start . 164)\n (:id . 72))\n ((:tag . "NN") (:stem . "polymerase") (:form . "polymerase") (:end . 178)\n (:start . 168) (:id . 73))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 179) (:start . 178)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s8.437) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502689@unknown@formal@none@1@S@We then assembled a full-length dhtt cDNA construct using these sequencing-verified dhtt fragments, cloned it into a pUASP vector, and generated transgenic fly lines by following standard protocols.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "RB") (:stem . "then") (:form . "then") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "VBD") (:stem . "assemble") (:form . "assembled") (:end . 17)\n (:start . 8) (:id . 44))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 19) (:start . 18)\n (:id . 45))\n ((:tag . "JJ") (:stem . "full-length") (:form . "full-length") (:end . 31)\n (:start . 20) (:id . 46))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 36) (:start . 32)\n (:id . 47))\n ((:tag . "NN") (:stem . "cdna") (:form . "cDNA") (:end . 41) (:start . 37)\n (:id . 48))\n ((:tag . "NN") (:stem . "construct") (:form . "construct") (:end . 51)\n (:start . 42) (:id . 49))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 57) (:start . 52)\n (:id . 50))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 63) (:start . 58)\n (:id . 51))\n ((:tag . "JJ") (:stem . "sequencing-verified")\n (:form . "sequencing-verified") (:end . 83) (:start . 64) (:id . 52))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 88) (:start . 84)\n (:id . 53))\n ((:tag . "NNS") (:stem . "fragment") (:form . "fragments") (:end . 98)\n (:start . 89) (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 99) (:start . 98)\n (:id . 55))\n ((:tag . "VBN") (:stem . "clone") (:form . "cloned") (:end . 106)\n (:start . 100) (:id . 56))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 109) (:start . 107)\n (:id . 57))\n ((:tag . "IN") (:stem . "into") (:form . "into") (:end . 114) (:start . 110)\n (:id . 58))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 116) (:start . 115)\n (:id . 59))\n ((:tag . "NN") (:stem . "puasp") (:form . "pUASP") (:end . 122)\n (:start . 117) (:id . 60))\n ((:tag . "NN") (:stem . "vector") (:form . "vector") (:end . 129)\n (:start . 123) (:id . 61))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 130) (:start . 129)\n (:id . 62))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 134) (:start . 131)\n (:id . 63))\n ((:tag . "VBD") (:stem . "generate") (:form . "generated") (:end . 144)\n (:start . 135) (:id . 64))\n ((:tag . "JJ") (:stem . "transgenic") (:form . "transgenic") (:end . 155)\n (:start . 145) (:id . 65))\n ((:tag . "NN") (:stem . "fly") (:form . "fly") (:end . 159) (:start . 156)\n (:id . 66))\n ((:tag . "NNS") (:stem . "line") (:form . "lines") (:end . 165)\n (:start . 160) (:id . 67))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 168) (:start . 166)\n (:id . 68))\n ((:tag . "VBG") (:stem . "follow") (:form . "following") (:end . 178)\n (:start . 169) (:id . 69))\n ((:tag . "JJ") (:stem . "standard") (:form . "standard") (:end . 187)\n (:start . 179) (:id . 70))\n ((:tag . "NNS") (:stem . "protocol") (:form . "protocols") (:end . 197)\n (:start . 188) (:id . 71))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 198) (:start . 197)\n (:id . 72)))@@@1@31@((:identifiers (:sid . :s8.438) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502690@unknown@formal@none@1@S@Total RNA samples were isolated, using Trizol reagent (Invitrogen), from adult animals of the following genotypes: w1118 wild-type control, homozygous dhtt-ko mutants and dhtt-ko Rescue.@(((:tag . "JJ") (:stem . "total") (:form . "Total") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "RNA") (:form . "RNA") (:end . 9) (:start . 6)\n (:id . 43))\n ((:tag . "NNS") (:stem . "sample") (:form . "samples") (:end . 17)\n (:start . 10) (:id . 44))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 22) (:start . 18)\n (:id . 45))\n ((:tag . "VBN") (:stem . "isolate") (:form . "isolated") (:end . 31)\n (:start . 23) (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 32) (:start . 31)\n (:id . 47))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 38) (:start . 33)\n (:id . 48))\n ((:tag . "NNP") (:stem . "Trizol") (:form . "Trizol") (:end . 45)\n (:start . 39) (:id . 49))\n ((:tag . "NN") (:stem . "reagent") (:form . "reagent") (:end . 53)\n (:start . 46) (:id . 50))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 55) (:start . 54)\n (:id . 51))\n ((:tag . "NNP") (:stem . "Invitrogen") (:form . "Invitrogen") (:end . 65)\n (:start . 55) (:id . 52))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 66) (:start . 65)\n (:id . 53))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 67) (:start . 66)\n (:id . 54))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 72) (:start . 68)\n (:id . 55))\n ((:tag . "JJ") (:stem . "adult") (:form . "adult") (:end . 78) (:start . 73)\n (:id . 56))\n ((:tag . "NNS") (:stem . "animal") (:form . "animals") (:end . 86)\n (:start . 79) (:id . 57))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 89) (:start . 87)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 93) (:start . 90)\n (:id . 59))\n ((:tag . "VBG") (:stem . "follow") (:form . "following") (:end . 103)\n (:start . 94) (:id . 60))\n ((:tag . "NNS") (:stem . "genotype") (:form . "genotypes") (:end . 113)\n (:start . 104) (:id . 61))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 114) (:start . 113)\n (:id . 62))\n ((:tag . "CD") (:stem . "w1118") (:form . "w1118") (:end . 120)\n (:start . 115) (:id . 63))\n ((:tag . "JJ") (:stem . "wild-type") (:form . "wild-type") (:end . 130)\n (:start . 121) (:id . 64))\n ((:tag . "NN") (:stem . "control") (:form . "control") (:end . 138)\n (:start . 131) (:id . 65))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 139) (:start . 138)\n (:id . 66))\n ((:tag . "JJ") (:stem . "homozygous") (:form . "homozygous") (:end . 150)\n (:start . 140) (:id . 67))\n ((:tag . "JJ") (:stem . "dhtt-ko") (:form . "dhtt-ko") (:end . 158)\n (:start . 151) (:id . 68))\n ((:tag . "NNS") (:stem . "mutant") (:form . "mutants") (:end . 166)\n (:start . 159) (:id . 69))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 170) (:start . 167)\n (:id . 70))\n ((:tag . "JJ") (:stem . "dhtt-ko") (:form . "dhtt-ko") (:end . 178)\n (:start . 171) (:id . 71))\n ((:tag . "NN") (:stem . "rescue") (:form . "Rescue") (:end . 185)\n (:start . 179) (:id . 72))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 186) (:start . 185)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s8.439) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502691@unknown@formal@none@1@S@RT-PCR reactions were performed using Superscript one-step RT-PCR with Platinum Taq (Invitrogen) following the manufacturer’s instructions.@(((:tag . "NNP") (:stem . "RT-PCR") (:form . "RT-PCR") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "reaction") (:form . "reactions") (:end . 16)\n (:start . 7) (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 21) (:start . 17)\n (:id . 44))\n ((:tag . "VBN") (:stem . "perform") (:form . "performed") (:end . 31)\n (:start . 22) (:id . 45))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 37) (:start . 32)\n (:id . 46))\n ((:tag . "JJ") (:stem . "superscript") (:form . "Superscript") (:end . 49)\n (:start . 38) (:id . 47))\n ((:tag . "JJ") (:stem . "one-step") (:form . "one-step") (:end . 58)\n (:start . 50) (:id . 48))\n ((:tag . "NN") (:stem . "rt-pcr") (:form . "RT-PCR") (:end . 65)\n (:start . 59) (:id . 49))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 70) (:start . 66)\n (:id . 50))\n ((:tag . "NN") (:stem . "platinum") (:form . "Platinum") (:end . 79)\n (:start . 71) (:id . 51))\n ((:tag . "NNP") (:stem . "Taq") (:form . "Taq") (:end . 83) (:start . 80)\n (:id . 52))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 85) (:start . 84)\n (:id . 53))\n ((:tag . "NNP") (:stem . "Invitrogen") (:form . "Invitrogen") (:end . 95)\n (:start . 85) (:id . 54))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 96) (:start . 95)\n (:id . 55))\n ((:tag . "VBG") (:stem . "follow") (:form . "following") (:end . 106)\n (:start . 97) (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 110) (:start . 107)\n (:id . 57))\n ((:tag . "NN") (:stem . "manufacturer") (:form . "manufacturer") (:end . 123)\n (:start . 111) (:id . 58))\n ((:tag . "POS") (:stem . "'s") (:form . "'s") (:end . 125) (:start . 124)\n (:id . 59))\n ((:tag . "NNS") (:stem . "instruction") (:form . "instructions") (:end . 138)\n (:start . 126) (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 139) (:start . 138)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s8.440) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502692@unknown@formal@none@1@S@PCR primers were designed as follows: rp49 control: forward (in exon 1 of rp49) 5'-ACCATCCGCCCAGCATACAGG-3', reverse (in exon 2 of rp49) 5' -TTGGCGCGCTCGACAATCTCC-3'; dhtt-N: forward (in exon 5 of dhtt) 5' -GCCAATGTAGCCAGAGTCTG-3', reverse (in exon 6 of dhtt) 5' -CGCATTCGCTGATGCTGCGTG-3'; dhtt-M: forward (in exon 13 of dhtt) 5'-AAGCTATTCGAGCCGATGGTC-3', reverse (in exon 15 of dhtt) 5'-GCACCAGGAATCTCAGCATGG-3' ; dhtt-C: forward (in exon 23 of dhtt) 5'-TCGGGAATTGACTTTCGCAGC-3', reverse (in exon 24 of dhtt) 5'-TGCAGTTTGAGGCAGCGTTCC-3'.@(((:tag . "NNP") (:stem . "PCR") (:form . "PCR") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "primer") (:form . "primers") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . 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(:end . 232) (:start . 231)\n (:id . 99)))@@@1@58@((:identifiers (:sid . :s8.445) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502697@unknown@formal@none@1@S@1–2 µM thin sections of embedded adult eyes were cut using a microtome and imaged directly without further dye staining.@(((:tag . "CD") (:stem . "1–2") (:form . "1–2") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "µM") (:form . "µM") (:end . 6) (:start . 4)\n (:id . 43))\n ((:tag . "JJ") (:stem . "thin") (:form . "thin") (:end . 11) (:start . 7)\n (:id . 44))\n ((:tag . "NNS") (:stem . "section") (:form . "sections") (:end . 20)\n (:start . 12) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 23) (:start . 21)\n (:id . 46))\n ((:tag . "VBN") (:stem . "embed") (:form . "embedded") (:end . 32)\n (:start . 24) (:id . 47))\n ((:tag . "JJ") (:stem . "adult") (:form . "adult") (:end . 38) (:start . 33)\n (:id . 48))\n ((:tag . 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(:end . 309) (:start . 308)\n (:id . 106)))@@@1@65@((:identifiers (:sid . :s8.447) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502699@unknown@formal@none@1@S@Collection and fixation of Drosophila embryos, larvae tissue dissection and fixation, as well as RNA in situ hybridization were carried out according to standard procedures (Hauptmann and Gerster, 2000).@(((:tag . "NNP") (:stem . "Collection") (:form . "Collection") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 14) (:start . 11)\n (:id . 43))\n ((:tag . "NN") (:stem . "fixation") (:form . "fixation") (:end . 23)\n (:start . 15) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 26) (:start . 24)\n (:id . 45))\n ((:tag . "FW") (:stem . "drosophila") (:form . "Drosophila") (:end . 37)\n (:start . 27) (:id . 46))\n ((:tag . "NNS") (:stem . "embryo") (:form . 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"procedures") (:end . 172)\n (:start . 162) (:id . 68))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 174) (:start . 173)\n (:id . 69))\n ((:tag . "NNP") (:stem . "Hauptmann") (:form . "Hauptmann") (:end . 183)\n (:start . 174) (:id . 70))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 187) (:start . 184)\n (:id . 71))\n ((:tag . "NNP") (:stem . "Gerster") (:form . "Gerster") (:end . 195)\n (:start . 188) (:id . 72))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 196) (:start . 195)\n (:id . 73))\n ((:tag . "CD") (:stem . "2000") (:form . "2000") (:end . 201) (:start . 197)\n (:id . 74))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 202) (:start . 201)\n (:id . 75))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 203) (:start . 202)\n (:id . 76)))@@@1@35@((:identifiers (:sid . :s8.448) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502700@unknown@formal@none@1@S@The DIG-labeled RNA probes were generated according to the manufacturer’s instructions (Roche, Indianapolis, IN).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "dig-labeled") (:form . "DIG-labeled") (:end . 15)\n (:start . 4) (:id . 43))\n ((:tag . "NNP") (:stem . "RNA") (:form . "RNA") (:end . 19) (:start . 16)\n (:id . 44))\n ((:tag . "NNS") (:stem . "probe") (:form . "probes") (:end . 26)\n (:start . 20) (:id . 45))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 31) (:start . 27)\n (:id . 46))\n ((:tag . "VBN") (:stem . "generate") (:form . "generated") (:end . 41)\n (:start . 32) (:id . 47))\n ((:tag . "VBG") (:stem . "accord") (:form . 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"NNP") (:stem . "IN") (:form . "IN") (:end . 111) (:start . 109)\n (:id . 59))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 112) (:start . 111)\n (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 113) (:start . 112)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s8.449) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502701@unknown@formal@none@1@S@The dhtt exon 8 and exon 20 sequences were used to generate dhtt-specific in situ probes, which gave similar in situ results.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dhtt") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "exon") (:form . "exon") (:end . 13) (:start . 9)\n (:id . 44))\n ((:tag . "CD") (:stem . "8") (:form . "8") (:end . 15) (:start . 14)\n (:id . 45))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 19) (:start . 16)\n (:id . 46))\n ((:tag . "NN") (:stem . "exon") (:form . "exon") (:end . 24) (:start . 20)\n (:id . 47))\n ((:tag . "CD") (:stem . "20") (:form . "20") (:end . 27) (:start . 25)\n (:id . 48))\n ((:tag . "NNS") (:stem . "sequence") (:form . "sequences") (:end . 37)\n (:start . 28) (:id . 49))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 42) (:start . 38)\n (:id . 50))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 47) (:start . 43)\n (:id . 51))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 50) (:start . 48)\n (:id . 52))\n ((:tag . "VB") (:stem . "generate") (:form . "generate") (:end . 59)\n (:start . 51) (:id . 53))\n ((:tag . "JJ") (:stem . "dhtt-specific") (:form . "dhtt-specific")\n (:end . 73) (:start . 60) (:id . 54))\n ((:tag . "FW") (:stem . "in") (:form . "in") (:end . 76) (:start . 74)\n (:id . 55))\n ((:tag . "FW") (:stem . "situ") (:form . "situ") (:end . 81) (:start . 77)\n (:id . 56))\n ((:tag . "NNS") (:stem . "probe") (:form . "probes") (:end . 88)\n (:start . 82) (:id . 57))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 89) (:start . 88)\n (:id . 58))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 95) (:start . 90)\n (:id . 59))\n ((:tag . "VBD") (:stem . "give") (:form . "gave") (:end . 100) (:start . 96)\n (:id . 60))\n ((:tag . "JJ") (:stem . "similar") (:form . "similar") (:end . 108)\n (:start . 101) (:id . 61))\n ((:tag . "FW") (:stem . "in") (:form . "in") (:end . 111) (:start . 109)\n (:id . 62))\n ((:tag . "FW") (:stem . "situ") (:form . "situ") (:end . 116) (:start . 112)\n (:id . 63))\n ((:tag . "NNS") (:stem . "result") (:form . "results") (:end . 124)\n (:start . 117) (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 125) (:start . 124)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s8.450) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502702@unknown@formal@none@1@S@The samples for in situ hybridization were analyzed with a Zeiss Axiophot 2 compound microscope.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "sample") (:form . "samples") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 15) (:start . 12)\n (:id . 44))\n ((:tag . "FW") (:stem . "in") (:form . "in") (:end . 18) (:start . 16)\n (:id . 45))\n ((:tag . "FW") (:stem . "situ") (:form . "situ") (:end . 23) (:start . 19)\n (:id . 46))\n ((:tag . "NN") (:stem . "hybridization") (:form . "hybridization")\n (:end . 37) (:start . 24) (:id . 47))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 42) (:start . 38)\n (:id . 48))\n ((:tag . "VBN") (:stem . "analyze") (:form . "analyzed") (:end . 51)\n (:start . 43) (:id . 49))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 56) (:start . 52)\n (:id . 50))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 58) (:start . 57)\n (:id . 51))\n ((:tag . "NNP") (:stem . "Zeiss") (:form . "Zeiss") (:end . 64) (:start . 59)\n (:id . 52))\n ((:tag . "NNP") (:stem . "Axiophot") (:form . "Axiophot") (:end . 73)\n (:start . 65) (:id . 53))\n ((:tag . "CD") (:stem . "2") (:form . "2") (:end . 75) (:start . 74)\n (:id . 54))\n ((:tag . "NN") (:stem . "compound") (:form . "compound") (:end . 84)\n (:start . 76) (:id . 55))\n ((:tag . "NN") (:stem . "microscope") (:form . "microscope") (:end . 95)\n (:start . 85) (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 96) (:start . 95)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s8.451) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502703@unknown@formal@none@1@S@To generate the antibody against dHtt, a cDNA fragment corresponding to the N-terminal 459 amino acids of dHtt was cloned into the pGEX-4T1 vector; the corresponding GST-fusion protein was purified according to manufacturer’s instructions (Promega) and used to produce polyclonal antibody in a rabbit (Convance).@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VB") (:stem . "generate") (:form . "generate") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 15) (:start . 12)\n (:id . 44))\n ((:tag . "NN") (:stem . "antibody") (:form . "antibody") (:end . 24)\n (:start . 16) (:id . 45))\n ((:tag . "IN") (:stem . "against") (:form . "against") (:end . 32)\n (:start . 25) (:id . 46))\n ((:tag . "NN") (:stem . "dhtt") (:form . "dHtt") (:end . 37) (:start . 33)\n (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 38) (:start . 37)\n (:id . 48))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 40) (:start . 39)\n (:id . 49))\n ((:tag . "NN") (:stem . "cdna") (:form . "cDNA") (:end . 45) (:start . 41)\n (:id . 50))\n ((:tag . "NN") (:stem . "fragment") (:form . "fragment") (:end . 54)\n (:start . 46) (:id . 51))\n ((:tag . "VBG") (:stem . "correspond") (:form . "corresponding") (:end . 68)\n (:start . 55) (:id . 52))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 71) (:start . 69)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 75) (:start . 72)\n (:id . 54))\n ((:tag . "JJ") (:stem . "n-terminal") (:form . "N-terminal") (:end . 86)\n (:start . 76) (:id . 55))\n ((:tag . "CD") (:stem . "459") (:form . "459") (:end . 90) (:start . 87)\n (:id . 56))\n ((:tag . 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";") (:end . 147) (:start . 146)\n (:id . 67))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 151) (:start . 148)\n (:id . 68))\n ((:tag . "VBG") (:stem . "correspond") (:form . "corresponding") (:end . 165)\n (:start . 152) (:id . 69))\n ((:tag . "NN") (:stem . "gst-fusion") (:form . "GST-fusion") (:end . 176)\n (:start . 166) (:id . 70))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 184)\n (:start . 177) (:id . 71))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 188) (:start . 185)\n (:id . 72))\n ((:tag . "VBN") (:stem . "purify") (:form . "purified") (:end . 197)\n (:start . 189) (:id . 73))\n ((:tag . "VBG") (:stem . "accord") (:form . "according") (:end . 207)\n (:start . 198) (:id . 74))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 210) (:start . 208)\n (:id . 75))\n ((:tag . "NN") (:stem . "manufacturer") (:form . "manufacturer") (:end . 223)\n (:start . 211) (:id . 76))\n ((:tag . "POS") (:stem . "'s") (:form . "'s") (:end . 225) (:start . 224)\n (:id . 77))\n ((:tag . "NNS") (:stem . "instruction") (:form . "instructions") (:end . 238)\n (:start . 226) (:id . 78))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 240) (:start . 239)\n (:id . 79))\n ((:tag . "NNP") (:stem . "Promega") (:form . "Promega") (:end . 247)\n (:start . 240) (:id . 80))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 248) (:start . 247)\n (:id . 81))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 252) (:start . 249)\n (:id . 82))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 257) (:start . 253)\n (:id . 83))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 260) (:start . 258)\n (:id . 84))\n ((:tag . "VB") (:stem . "produce") (:form . "produce") (:end . 268)\n (:start . 261) (:id . 85))\n ((:tag . "JJ") (:stem . "polyclonal") (:form . "polyclonal") (:end . 279)\n (:start . 269) (:id . 86))\n ((:tag . "NN") (:stem . "antibody") (:form . "antibody") (:end . 288)\n (:start . 280) (:id . 87))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 291) (:start . 289)\n (:id . 88))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 293) (:start . 292)\n (:id . 89))\n ((:tag . "NN") (:stem . "rabbit") (:form . "rabbit") (:end . 300)\n (:start . 294) (:id . 90))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 302) (:start . 301)\n (:id . 91))\n ((:tag . "NNP") (:stem . "Convance") (:form . "Convance") (:end . 310)\n (:start . 302) (:id . 92))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 311) (:start . 310)\n (:id . 93))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 312) (:start . 311)\n (:id . 94)))@@@1@53@((:identifiers (:sid . :s8.452) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502704@unknown@formal@none@1@S@The antiserum was affinity-purified and used at a final dilution of 1:200.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "antiserum") (:form . "antiserum") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 17) (:start . 14)\n (:id . 44))\n ((:tag . "VBN") (:stem . "affinity-purifie") (:form . "affinity-purified")\n (:end . 35) (:start . 18) (:id . 45))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 39) (:start . 36)\n (:id . 46))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 44) (:start . 40)\n (:id . 47))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 47) (:start . 45)\n (:id . 48))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 49) (:start . 48)\n (:id . 49))\n ((:tag . "JJ") (:stem . "final") (:form . "final") (:end . 55) (:start . 50)\n (:id . 50))\n ((:tag . "NN") (:stem . "dilution") (:form . "dilution") (:end . 64)\n (:start . 56) (:id . 51))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 67) (:start . 65)\n (:id . 52))\n ((:tag . "CD") (:stem . "1:200") (:form . "1:200") (:end . 73) (:start . 68)\n (:id . 53))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 74) (:start . 73)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s8.453) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502705@unknown@formal@none@1@S@Primary antibodies were applied at 4°C overnight at the following dilutions: rabbit anti-GFP (1:1000, Molecular Probes); rabbit anti-fasciclin II (1:400) and anti-DIG (1:40,000), both generously provided by Mary Packard and Vivian Budnik (Budnik et al., 1996; Koh et al., 1999); rabbit anti-synaptotagmin (1:500) (Littleton et al., 1993); mouse anti-α-tubulin (1:10,000, Sigma); monoclonal mouse anti-fasciclin II (1D4, 1:20), anti-DIG (1:20), anti-CSP (1:20), anti-synapsin (1:50), anti-α-spectrin (1:20), anti-Armadillo (1:100), nc-82 (1:50) and anti-Futsch (22C10, 1:100) (all from Developmental Studies Hybridoma Bank) (Hummel et al., 2000; Roos et al., 2000); goat anti-HRP (1:500, Jackson Labs); Alexa488-, Alexa594- and Alexa647-conjugated secondary antibodies (all used at 1:500, Molecular Probes).@(((:tag . 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(:end . 198) (:start . 197)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s8.461) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502713@unknown@formal@none@1@S@The samples were photographed at 20× magnification, under the same optical parameters, using a Zeiss fluorescent microscope (Axioskop 2 Mot Plus).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "sample") (:form . "samples") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 16) (:start . 12)\n (:id . 44))\n ((:tag . "VBN") (:stem . "photograph") (:form . "photographed") (:end . 29)\n (:start . 17) (:id . 45))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 32) (:start . 30)\n (:id . 46))\n ((:tag . "CD") (:stem . "20×") (:form . "20×") (:end . 36) (:start . 33)\n (:id . 47))\n ((:tag . "NN") (:stem . "magnification") (:form . 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(:end . 146) (:start . 145)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s8.462) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502714@unknown@formal@none@1@S@The boundaries of MBs were traced manually using AxioVision Rel 4.5 software (Zeiss), and both the overall size of each MB and the total intensity of FasII staining signals within the MB boundary were computed using the same software.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "boundary") (:form . "boundaries") (:end . 14)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 17) (:start . 15)\n (:id . 44))\n ((:tag . "NNP") (:stem . "MB") (:form . "MBs") (:end . 21) (:start . 18)\n (:id . 45))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 26) (:start . 22)\n (:id . 46))\n ((:tag . "VBN") (:stem . "trace") (:form . 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(:end . 134) (:start . 133)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s8.464) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502716@unknown@formal@none@1@S@Since we could not confidently measure the thickness of the MBs in these samples, only the overall area covered by each MB was measured.@(((:tag . "IN") (:stem . "since") (:form . "Since") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 8) (:start . 6)\n (:id . 43))\n ((:tag . "MD") (:stem . "could") (:form . "could") (:end . 14) (:start . 9)\n (:id . 44))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 18) (:start . 15)\n (:id . 45))\n ((:tag . "RB") (:stem . "confidently") (:form . "confidently") (:end . 30)\n (:start . 19) (:id . 46))\n ((:tag . "VB") (:stem . "measure") (:form . "measure") (:end . 38)\n (:start . 31) (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . 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(:end . 136) (:start . 135)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s8.465) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502717@unknown@formal@none@1@S@The average FasII signal intensity in each MB was calculated by dividing the ‘total intensity of FasII staining signals within the MB boundary’ by ‘the overall size of the MB’.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "average") (:form . "average") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "NNP") (:stem . "FasII") (:form . "FasII") (:end . 17) (:start . 12)\n (:id . 44))\n ((:tag . "NN") (:stem . "signal") (:form . "signal") (:end . 24)\n (:start . 18) (:id . 45))\n ((:tag . "NN") (:stem . "intensity") (:form . "intensity") (:end . 34)\n (:start . 25) (:id . 46))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 37) (:start . 35)\n (:id . 47))\n ((:tag . "DT") (:stem . 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(:end . 150) (:start . 149)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s8.473) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502725@unknown@formal@none@1@S@Fluorescent images were analyzed and captured by fluorescent microscopy (Axioskop 2 Mot Plus, Zeiss) or by confocal microscopy (Leica TCS SP2 AOBS system).@(((:tag . "JJ") (:stem . "fluorescent") (:form . "Fluorescent") (:end . 11)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "image") (:form . "images") (:end . 18)\n (:start . 12) (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 23) (:start . 19)\n (:id . 44))\n ((:tag . "VBN") (:stem . "analyze") (:form . "analyzed") (:end . 32)\n (:start . 24) (:id . 45))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 36) (:start . 33)\n (:id . 46))\n ((:tag . "VBN") (:stem . "capture") (:form . "captured") (:end . 45)\n (:start . 37) (:id . 47))\n ((:tag . "IN") (:stem . 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")") (:end . 154) (:start . 153)\n (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 155) (:start . 154)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s8.474) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502726@unknown@formal@none@1@S@Confocal images were analyzed and projected using Leica confocal software (LCS).@(((:tag . "JJ") (:stem . "confocal") (:form . "Confocal") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "image") (:form . "images") (:end . 15) (:start . 9)\n (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 20) (:start . 16)\n (:id . 44))\n ((:tag . "VBN") (:stem . "analyze") (:form . "analyzed") (:end . 29)\n (:start . 21) (:id . 45))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 33) (:start . 30)\n (:id . 46))\n ((:tag . "VBN") (:stem . "project") (:form . "projected") (:end . 43)\n (:start . 34) (:id . 47))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 49) (:start . 44)\n (:id . 48))\n ((:tag . "NNP") (:stem . "Leica") (:form . "Leica") (:end . 55) (:start . 50)\n (:id . 49))\n ((:tag . "JJ") (:stem . "confocal") (:form . "confocal") (:end . 64)\n (:start . 56) (:id . 50))\n ((:tag . "NN") (:stem . "software") (:form . "software") (:end . 73)\n (:start . 65) (:id . 51))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 75) (:start . 74)\n (:id . 52))\n ((:tag . "NNP") (:stem . "LCS") (:form . "LCS") (:end . 78) (:start . 75)\n (:id . 53))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 79) (:start . 78)\n (:id . 54))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 80) (:start . 79)\n (:id . 55)))@@@1@14@((:identifiers (:sid . :s8.475) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502727@unknown@formal@none@1@S@Viability assay@(((:tag . "NN") (:stem . "viability") (:form . "Viability") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "assay") (:form . "assay") (:end . 15) (:start . 10)\n (:id . 43)))@@@1@2@((:identifiers (:sid . :s8.476) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5502728@unknown@formal@none@1@S@Drosophila viability was measured by placing 30 newly hatched female flies of each genotype into individual vials, containing fly food, at 25°C.@(((:tag . "FW") (:stem . "drosophila") (:form . "Drosophila") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "viability") (:form . "viability") (:end . 20)\n (:start . 11) (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 24) (:start . 21)\n (:id . 44))\n ((:tag . "VBN") (:stem . "measure") (:form . "measured") (:end . 33)\n (:start . 25) (:id . 45))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 36) (:start . 34)\n (:id . 46))\n ((:tag . "VBG") (:stem . 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(:end . 144) (:start . 143)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s8.477) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502729@unknown@formal@none@1@S@The number of dead flies was recorded daily.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "number") (:form . "number") (:end . 10) (:start . 4)\n (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 13) (:start . 11)\n (:id . 44))\n ((:tag . "JJ") (:stem . "dead") (:form . "dead") (:end . 18) (:start . 14)\n (:id . 45))\n ((:tag . "NNS") (:stem . "fly") (:form . "flies") (:end . 24) (:start . 19)\n (:id . 46))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 28) (:start . 25)\n (:id . 47))\n ((:tag . "VBN") (:stem . "record") (:form . "recorded") (:end . 37)\n (:start . 29) (:id . 48))\n ((:tag . "RB") (:stem . "daily") (:form . "daily") (:end . 43) (:start . 38)\n (:id . 49))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 44) (:start . 43)\n (:id . 50)))@@@1@9@((:identifiers (:sid . :s8.478) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502730@unknown@formal@none@1@S@Flies were transferred into a new food vial every 3–4 days to prevent them from sticking to old food.@(((:tag . "NNS") (:stem . "fly") (:form . "Flies") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 10) (:start . 6)\n (:id . 43))\n ((:tag . "VBN") (:stem . "transfer") (:form . "transferred") (:end . 22)\n (:start . 11) (:id . 44))\n ((:tag . "IN") (:stem . "into") (:form . "into") (:end . 27) (:start . 23)\n (:id . 45))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 29) (:start . 28)\n (:id . 46))\n ((:tag . "JJ") (:stem . "new") (:form . "new") (:end . 33) (:start . 30)\n (:id . 47))\n ((:tag . "NN") (:stem . 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"JJ") (:stem . "old") (:form . "old") (:end . 95) (:start . 92)\n (:id . 59))\n ((:tag . "NN") (:stem . "food") (:form . "food") (:end . 100) (:start . 96)\n (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 101) (:start . 100)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s8.479) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502731@unknown@formal@none@1@S@For each genotype, at least two independent cohorts of flies, raised at different times from independent crosses, were tested and the results were averaged.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "genotype") (:form . "genotype") (:end . 17)\n (:start . 9) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 18) (:start . 17)\n (:id . 45))\n ((:tag . "IN") (:stem . "at") (:form . 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"were") (:end . 146) (:start . 142)\n (:id . 67))\n ((:tag . "JJ") (:stem . "averaged") (:form . "averaged") (:end . 155)\n (:start . 147) (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 156) (:start . 155)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s8.480) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502732@unknown@formal@none@1@S@Mobility tests of adult flies and videos@(((:tag . "NN") (:stem . "mobility") (:form . "Mobility") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "test") (:form . "tests") (:end . 14) (:start . 9)\n (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 17) (:start . 15)\n (:id . 44))\n ((:tag . "JJ") (:stem . "adult") (:form . "adult") (:end . 23) (:start . 18)\n (:id . 45))\n ((:tag . "NNS") (:stem . "fly") (:form . "flies") (:end . 29) (:start . 24)\n (:id . 46))\n ((:tag . "CC") (:stem . "and") (:form . 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"the") (:end . 35) (:start . 32)\n (:id . 48))\n ((:tag . "NN") (:stem . "mobility") (:form . "mobility") (:end . 44)\n (:start . 36) (:id . 49))\n ((:tag . "NNS") (:stem . "test") (:form . "tests") (:end . 50) (:start . 45)\n (:id . 50))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 51) (:start . 50)\n (:id . 51)))@@@1@10@((:identifiers (:sid . :s8.482) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502734@unknown@formal@none@1@S@Fly videos were captured using a Sony digital camcorder (DCR-TRV140) and edited in Apple’s iMovie program.@(((:tag . "RB") (:stem . "fly") (:form . "Fly") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "video") (:form . "videos") (:end . 10) (:start . 4)\n (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 15) (:start . 11)\n (:id . 44))\n ((:tag . "VBN") (:stem . "capture") (:form . "captured") (:end . 24)\n (:start . 16) (:id . 45))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 30) (:start . 25)\n (:id . 46))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 32) (:start . 31)\n (:id . 47))\n ((:tag . "NNP") (:stem . "Sony") (:form . "Sony") (:end . 37) (:start . 33)\n (:id . 48))\n ((:tag . "JJ") (:stem . "digital") (:form . "digital") (:end . 45)\n (:start . 38) (:id . 49))\n ((:tag . "NN") (:stem . "camcorder") (:form . "camcorder") (:end . 55)\n (:start . 46) (:id . 50))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 57) (:start . 56)\n (:id . 51))\n ((:tag . "NNP") (:stem . "DCR-TRV140") (:form . "DCR-TRV140") (:end . 67)\n (:start . 57) (:id . 52))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 68) (:start . 67)\n (:id . 53))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 72) (:start . 69)\n (:id . 54))\n ((:tag . "VBN") (:stem . "edit") (:form . "edited") (:end . 79) (:start . 73)\n (:id . 55))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 82) (:start . 80)\n (:id . 56))\n ((:tag . "NNP") (:stem . "Apple") (:form . "Apple") (:end . 88) (:start . 83)\n (:id . 57))\n ((:tag . "POS") (:stem . "'s") (:form . "'s") (:end . 90) (:start . 89)\n (:id . 58))\n ((:tag . "NN") (:stem . "imovie") (:form . "iMovie") (:end . 97)\n (:start . 91) (:id . 59))\n ((:tag . "NN") (:stem . "program") (:form . "program") (:end . 105)\n (:start . 98) (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 106) (:start . 105)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s8.483) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502735@unknown@formal@none@1@S@Climbing assays were performed as described previously (Ganetzky and Flanagan, 1978; Le Bourg and Lints, 1992).@(((:tag . "VBG") (:stem . "climb") (:form . "Climbing") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "assay") (:form . "assays") (:end . 15) (:start . 9)\n (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 20) (:start . 16)\n (:id . 44))\n ((:tag . "VBN") (:stem . "perform") (:form . "performed") (:end . 30)\n (:start . 21) (:id . 45))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 33) (:start . 31)\n (:id . 46))\n ((:tag . "VBN") (:stem . "describe") (:form . "described") (:end . 43)\n (:start . 34) (:id . 47))\n ((:tag . "RB") (:stem . "previously") (:form . "previously") (:end . 54)\n (:start . 44) (:id . 48))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 56) (:start . 55)\n (:id . 49))\n ((:tag . "NNP") (:stem . "Ganetzky") (:form . "Ganetzky") (:end . 64)\n (:start . 56) (:id . 50))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 68) (:start . 65)\n (:id . 51))\n ((:tag . "NNP") (:stem . "Flanagan") (:form . "Flanagan") (:end . 77)\n (:start . 69) (:id . 52))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 78) (:start . 77)\n (:id . 53))\n ((:tag . "CD") (:stem . "1978") (:form . "1978") (:end . 83) (:start . 79)\n (:id . 54))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 84) (:start . 83)\n (:id . 55))\n ((:tag . "NNP") (:stem . "Le") (:form . "Le") (:end . 87) (:start . 85)\n (:id . 56))\n ((:tag . "NNP") (:stem . "Bourg") (:form . "Bourg") (:end . 93) (:start . 88)\n (:id . 57))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 97) (:start . 94)\n (:id . 58))\n ((:tag . "NNP") (:stem . "Lints") (:form . "Lints") (:end . 103)\n (:start . 98) (:id . 59))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 104) (:start . 103)\n (:id . 60))\n ((:tag . "CD") (:stem . "1992") (:form . "1992") (:end . 109) (:start . 105)\n (:id . 61))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 110) (:start . 109)\n (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 111) (:start . 110)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s8.484) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502736@unknown@formal@none@1@S@Briefly, 20 flies of a specified age were knocked to the bottom of a plastic vial.@(((:tag . "RB") (:stem . "briefly") (:form . "Briefly") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "CD") (:stem . "20") (:form . "20") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "NNS") (:stem . "fly") (:form . "flies") (:end . 17) (:start . 12)\n (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 20) (:start . 18)\n (:id . 46))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 22) (:start . 21)\n (:id . 47))\n ((:tag . "VBN") (:stem . "specify") (:form . "specified") (:end . 32)\n (:start . 23) (:id . 48))\n ((:tag . "NN") (:stem . "age") (:form . "age") (:end . 36) (:start . 33)\n (:id . 49))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 41) (:start . 37)\n (:id . 50))\n ((:tag . "VBN") (:stem . "knock") (:form . "knocked") (:end . 49)\n (:start . 42) (:id . 51))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 52) (:start . 50)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 56) (:start . 53)\n (:id . 53))\n ((:tag . "NN") (:stem . "bottom") (:form . "bottom") (:end . 63)\n (:start . 57) (:id . 54))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 66) (:start . 64)\n (:id . 55))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 68) (:start . 67)\n (:id . 56))\n ((:tag . "NN") (:stem . "plastic") (:form . "plastic") (:end . 76)\n (:start . 69) (:id . 57))\n ((:tag . "JJ") (:stem . "vial") (:form . "vial") (:end . 81) (:start . 77)\n (:id . 58))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 82) (:start . 81)\n (:id . 59)))@@@1@18@((:identifiers (:sid . :s8.485) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502737@unknown@formal@none@1@S@The number of flies that could climb to the top of the vial after 18 seconds was counted.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "number") (:form . "number") (:end . 10) (:start . 4)\n (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 13) (:start . 11)\n (:id . 44))\n ((:tag . "NNS") (:stem . "fly") (:form . "flies") (:end . 19) (:start . 14)\n (:id . 45))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 24) (:start . 20)\n (:id . 46))\n ((:tag . "MD") (:stem . "could") (:form . "could") (:end . 30) (:start . 25)\n (:id . 47))\n ((:tag . "VB") (:stem . "climb") (:form . "climb") (:end . 36) (:start . 31)\n (:id . 48))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 39) (:start . 37)\n (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 43) (:start . 40)\n (:id . 50))\n ((:tag . "NN") (:stem . "top") (:form . "top") (:end . 47) (:start . 44)\n (:id . 51))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 50) (:start . 48)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 54) (:start . 51)\n (:id . 53))\n ((:tag . "NN") (:stem . "vial") (:form . "vial") (:end . 59) (:start . 55)\n (:id . 54))\n ((:tag . "IN") (:stem . "after") (:form . "after") (:end . 65) (:start . 60)\n (:id . 55))\n ((:tag . "CD") (:stem . "18") (:form . "18") (:end . 68) (:start . 66)\n (:id . 56))\n ((:tag . "NNS") (:stem . "second") (:form . "seconds") (:end . 76)\n (:start . 69) (:id . 57))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 80) (:start . 77)\n (:id . 58))\n ((:tag . "VBN") (:stem . "count") (:form . "counted") (:end . 88)\n (:start . 81) (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 89) (:start . 88)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s8.486) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502738@unknown@formal@none@1@S@The test was repeated 6–7 times for each genotype at the specified age.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "test") (:form . "test") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 12) (:start . 9)\n (:id . 44))\n ((:tag . "VBN") (:stem . "repeat") (:form . "repeated") (:end . 21)\n (:start . 13) (:id . 45))\n ((:tag . "CD") (:stem . "6–7") (:form . "6–7") (:end . 25) (:start . 22)\n (:id . 46))\n ((:tag . "NNS") (:stem . "time") (:form . "times") (:end . 31) (:start . 26)\n (:id . 47))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 35) (:start . 32)\n (:id . 48))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 40) (:start . 36)\n (:id . 49))\n ((:tag . "NN") (:stem . "genotype") (:form . "genotype") (:end . 49)\n (:start . 41) (:id . 50))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 52) (:start . 50)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 56) (:start . 53)\n (:id . 52))\n ((:tag . "VBN") (:stem . "specify") (:form . "specified") (:end . 66)\n (:start . 57) (:id . 53))\n ((:tag . "NN") (:stem . "age") (:form . "age") (:end . 70) (:start . 67)\n (:id . 54))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 71) (:start . 70)\n (:id . 55)))@@@1@14@((:identifiers (:sid . :s8.487) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502739@unknown@formal@none@1@S@The assay was performed as described previously (Feany and Bender, 2000; Joiner and Griffith, 1999; Wang et al., 2004).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "assay") (:form . "assay") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 13) (:start . 10)\n (:id . 44))\n ((:tag . "VBN") (:stem . "perform") (:form . "performed") (:end . 23)\n (:start . 14) (:id . 45))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 26) (:start . 24)\n (:id . 46))\n ((:tag . "VBN") (:stem . "describe") (:form . "described") (:end . 36)\n (:start . 27) (:id . 47))\n ((:tag . "RB") (:stem . "previously") (:form . "previously") (:end . 47)\n (:start . 37) (:id . 48))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 49) (:start . 48)\n (:id . 49))\n ((:tag . "NNP") (:stem . "Feany") (:form . "Feany") (:end . 54) (:start . 49)\n (:id . 50))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 58) (:start . 55)\n (:id . 51))\n ((:tag . "NNP") (:stem . "Bender") (:form . "Bender") (:end . 65)\n (:start . 59) (:id . 52))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 66) (:start . 65)\n (:id . 53))\n ((:tag . "CD") (:stem . "2000") (:form . "2000") (:end . 71) (:start . 67)\n (:id . 54))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 72) (:start . 71)\n (:id . 55))\n ((:tag . "NNP") (:stem . "Joiner") (:form . "Joiner") (:end . 79)\n (:start . 73) (:id . 56))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 83) (:start . 80)\n (:id . 57))\n ((:tag . "NNP") (:stem . "Griffith") (:form . "Griffith") (:end . 92)\n (:start . 84) (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 93) (:start . 92)\n (:id . 59))\n ((:tag . "CD") (:stem . "1999") (:form . "1999") (:end . 98) (:start . 94)\n (:id . 60))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 99) (:start . 98)\n (:id . 61))\n ((:tag . "NNP") (:stem . "Wang") (:form . "Wang") (:end . 104) (:start . 100)\n (:id . 62))\n ((:tag . "FW") (:stem . "et") (:form . "et") (:end . 107) (:start . 105)\n (:id . 63))\n ((:tag . "FW") (:stem . "al.") (:form . "al.") (:end . 111) (:start . 108)\n (:id . 64))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 112) (:start . 111)\n (:id . 65))\n ((:tag . "CD") (:stem . "2004") (:form . "2004") (:end . 117) (:start . 113)\n (:id . 66))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 118) (:start . 117)\n (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 119) (:start . 118)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s8.488) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502740@unknown@formal@none@1@S@For each genotype, 6–14 flies of a specific age were tested.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "genotype") (:form . "genotype") (:end . 17)\n (:start . 9) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 18) (:start . 17)\n (:id . 45))\n ((:tag . "CD") (:stem . "6–14") (:form . "6–14") (:end . 23) (:start . 19)\n (:id . 46))\n ((:tag . "NNS") (:stem . "fly") (:form . "flies") (:end . 29) (:start . 24)\n (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 32) (:start . 30)\n (:id . 48))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 34) (:start . 33)\n (:id . 49))\n ((:tag . "JJ") (:stem . "specific") (:form . "specific") (:end . 43)\n (:start . 35) (:id . 50))\n ((:tag . "NN") (:stem . "age") (:form . "age") (:end . 47) (:start . 44)\n (:id . 51))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 52) (:start . 48)\n (:id . 52))\n ((:tag . "VBN") (:stem . "test") (:form . "tested") (:end . 59) (:start . 53)\n (:id . 53))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 60) (:start . 59)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s8.489) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502741@unknown@formal@none@1@S@Flies were fed 30 mM of methyl viologen (Sigma) in instant Drosophila medium (Carolina), providing a dosage of paraquat that kills about 50% of wild-type flies after 48 hours of exposure.@(((:tag . "NNS") (:stem . "fly") (:form . "Flies") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 10) (:start . 6)\n (:id . 43))\n ((:tag . "VBN") (:stem . "feed") (:form . "fed") (:end . 14) (:start . 11)\n (:id . 44))\n ((:tag . "CD") (:stem . "30") (:form . "30") (:end . 17) (:start . 15)\n (:id . 45))\n ((:tag . "NN") (:stem . "mm") (:form . "mM") (:end . 20) (:start . 18)\n (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 23) (:start . 21)\n (:id . 47))\n ((:tag . "NN") (:stem . "methyl") (:form . "methyl") (:end . 30)\n (:start . 24) (:id . 48))\n ((:tag . "NN") (:stem . "viologen") (:form . "viologen") (:end . 39)\n (:start . 31) (:id . 49))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 41) (:start . 40)\n (:id . 50))\n ((:tag . "NNP") (:stem . "Sigma") (:form . "Sigma") (:end . 46) (:start . 41)\n (:id . 51))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 47) (:start . 46)\n (:id . 52))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 50) (:start . 48)\n (:id . 53))\n ((:tag . "JJ") (:stem . "instant") (:form . "instant") (:end . 58)\n (:start . 51) (:id . 54))\n ((:tag . "NNP") (:stem . "Drosophila") (:form . "Drosophila") (:end . 69)\n (:start . 59) (:id . 55))\n ((:tag . "NN") (:stem . "medium") (:form . "medium") (:end . 76)\n (:start . 70) (:id . 56))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 78) (:start . 77)\n (:id . 57))\n ((:tag . "NNP") (:stem . "Carolina") (:form . "Carolina") (:end . 86)\n (:start . 78) (:id . 58))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 87) (:start . 86)\n (:id . 59))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 88) (:start . 87)\n (:id . 60))\n ((:tag . "VBG") (:stem . "provide") (:form . "providing") (:end . 98)\n (:start . 89) (:id . 61))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 100) (:start . 99)\n (:id . 62))\n ((:tag . "NN") (:stem . "dosage") (:form . "dosage") (:end . 107)\n (:start . 101) (:id . 63))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 110) (:start . 108)\n (:id . 64))\n ((:tag . "NN") (:stem . "paraquat") (:form . "paraquat") (:end . 119)\n (:start . 111) (:id . 65))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 124) (:start . 120)\n (:id . 66))\n ((:tag . "VBZ") (:stem . "kill") (:form . "kills") (:end . 130)\n (:start . 125) (:id . 67))\n ((:tag . "IN") (:stem . "about") (:form . "about") (:end . 136)\n (:start . 131) (:id . 68))\n ((:tag . "CD") (:stem . "50") (:form . "50") (:end . 139) (:start . 137)\n (:id . 69))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 140) (:start . 139)\n (:id . 70))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 143) (:start . 141)\n (:id . 71))\n ((:tag . "JJ") (:stem . "wild-type") (:form . "wild-type") (:end . 153)\n (:start . 144) (:id . 72))\n ((:tag . "NNS") (:stem . "fly") (:form . "flies") (:end . 159) (:start . 154)\n (:id . 73))\n ((:tag . "IN") (:stem . "after") (:form . "after") (:end . 165)\n (:start . 160) (:id . 74))\n ((:tag . "CD") (:stem . "48") (:form . "48") (:end . 168) (:start . 166)\n (:id . 75))\n ((:tag . "NNS") (:stem . "hour") (:form . "hours") (:end . 174)\n (:start . 169) (:id . 76))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 177) (:start . 175)\n (:id . 77))\n ((:tag . "NN") (:stem . "exposure") (:form . "exposure") (:end . 186)\n (:start . 178) (:id . 78))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 187) (:start . 186)\n (:id . 79)))@@@1@38@((:identifiers (:sid . :s8.490) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502742@unknown@formal@none@1@S@Control flies were fed instant medium only.@(((:tag . "NNP") (:stem . "Control") (:form . "Control") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "fly") (:form . "flies") (:end . 13) (:start . 8)\n (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 18) (:start . 14)\n (:id . 44))\n ((:tag . "VBN") (:stem . "feed") (:form . "fed") (:end . 22) (:start . 19)\n (:id . 45))\n ((:tag . "JJ") (:stem . "instant") (:form . "instant") (:end . 30)\n (:start . 23) (:id . 46))\n ((:tag . "NN") (:stem . "medium") (:form . "medium") (:end . 37)\n (:start . 31) (:id . 47))\n ((:tag . "RB") (:stem . "only") (:form . "only") (:end . 42) (:start . 38)\n (:id . 48))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 43) (:start . 42)\n (:id . 49)))@@@1@8@((:identifiers (:sid . :s8.491) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502743@unknown@formal@none@1@S@Adult flies that had eclosed within the last 24 hours were kept in 30 mM paraquat or in drug-free medium for 48 hours after eclosion.@(((:tag . "JJ") (:stem . "adult") (:form . "Adult") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "fly") (:form . "flies") (:end . 11) (:start . 6)\n (:id . 43))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 16) (:start . 12)\n (:id . 44))\n ((:tag . "VBD") (:stem . "have") (:form . "had") (:end . 20) (:start . 17)\n (:id . 45))\n ((:tag . "VBN") (:stem . "eclose") (:form . "eclosed") (:end . 28)\n (:start . 21) (:id . 46))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 35)\n (:start . 29) (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . 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(:end . 133) (:start . 132)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s8.492) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502744@unknown@formal@none@1@S@The number of survivors was counted at 48 hours after the start of paraquat treatment.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "number") (:form . "number") (:end . 10) (:start . 4)\n (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 13) (:start . 11)\n (:id . 44))\n ((:tag . "NNS") (:stem . "survivor") (:form . "survivors") (:end . 23)\n (:start . 14) (:id . 45))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 27) (:start . 24)\n (:id . 46))\n ((:tag . "VBN") (:stem . "count") (:form . "counted") (:end . 35)\n (:start . 28) (:id . 47))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 38) (:start . 36)\n (:id . 48))\n ((:tag . "CD") (:stem . "48") (:form . 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(:end . 86) (:start . 85)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s8.493) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502745@unknown@formal@none@1@S@An electrophysiological analysis of wandering-stage third instar larvae was performed in Drosophila HL3.1 saline (NaCl, 70 mM; KCl, 5 mM; MgCl2, 4 mM; CaCl2, 0.2 mM; NaHCO3, 10 mM; trehalose, 5 mM; sucrose, 115 mM; HEPES-NaOH, 5 mM; pH 7.2) using an Axoclamp 2B amplifer (Axon Instrument) at 22°C.@(((:tag . "DT") (:stem . "an") (:form . "An") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "electrophysiological")\n (:form . "electrophysiological") (:end . 23) (:start . 3) (:id . 43))\n ((:tag . "NN") (:stem . "analysis") (:form . "analysis") (:end . 32)\n (:start . 24) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 35) (:start . 33)\n (:id . 45))\n ((:tag . "NN") (:stem . "wandering-stage") (:form . 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(:end . 87) (:start . 86)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s8.495) (:did . :pmc2675792) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502747@unknown@formal@none@1@S@PPF was measured by determining the peak amplitude responses (P2/P1) of two stimuli separated by the indicated latency.@(((:tag . "NNP") (:stem . "PPF") (:form . "PPF") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "VBN") (:stem . "measure") (:form . "measured") (:end . 16)\n (:start . 8) (:id . 44))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 19) (:start . 17)\n (:id . 45))\n ((:tag . "VBG") (:stem . "determine") (:form . "determining") (:end . 31)\n (:start . 20) (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 35) (:start . 32)\n (:id . 47))\n ((:tag . "JJ") (:stem . "peak") (:form . 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(:end . 221) (:start . 220)\n (:id . 86)))@@@1@45@((:identifiers (:sid . :s9.27) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502791@unknown@formal@none@1@S@D. melanogaster has 2 Dicer enzymes, Dcr-1 and Dcr-2 which are responsible for miRNA and siRNA production respectively [15].@(((:tag . "NNP") (:stem . "D.") (:form . "D.") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "melanogaster") (:form . "melanogaster") (:end . 15)\n (:start . 3) (:id . 43))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 19) (:start . 16)\n (:id . 44))\n ((:tag . "CD") (:stem . "2") (:form . "2") (:end . 21) (:start . 20)\n (:id . 45))\n ((:tag . "NNP") (:stem . "Dicer") (:form . "Dicer") (:end . 27) (:start . 22)\n (:id . 46))\n ((:tag . "NNS") (:stem . "enzyme") (:form . "enzymes") (:end . 35)\n (:start . 28) (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 36) (:start . 35)\n (:id . 48))\n ((:tag . "NN") (:stem . "dcr-1") (:form . "Dcr-1") (:end . 42) (:start . 37)\n (:id . 49))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 46) (:start . 43)\n (:id . 50))\n ((:tag . "NN") (:stem . "dcr-2") (:form . "Dcr-2") (:end . 52) (:start . 47)\n (:id . 51))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 58) (:start . 53)\n (:id . 52))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 62) (:start . 59)\n (:id . 53))\n ((:tag . "JJ") (:stem . "responsible") (:form . "responsible") (:end . 74)\n (:start . 63) (:id . 54))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 78) (:start . 75)\n (:id . 55))\n ((:tag . "NN") (:stem . "mirna") (:form . "miRNA") (:end . 84) (:start . 79)\n (:id . 56))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 88) (:start . 85)\n (:id . 57))\n ((:tag . "NN") (:stem . "sirna") (:form . "siRNA") (:end . 94) (:start . 89)\n (:id . 58))\n ((:tag . "NN") (:stem . "production") (:form . "production") (:end . 105)\n (:start . 95) (:id . 59))\n ((:tag . "RB") (:stem . "respectively") (:form . "respectively") (:end . 118)\n (:start . 106) (:id . 60))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 120) (:start . 119)\n (:id . 61))\n ((:tag . "CD") (:stem . "15") (:form . "15") (:end . 122) (:start . 120)\n (:id . 62))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 123) (:start . 122)\n (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 124) (:start . 123)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s9.28) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502792@unknown@formal@none@1@S@By contrast most other animals contain a single Dicer that generates both siRNAs and miRNAs.@(((:tag . "IN") (:stem . "by") (:form . "By") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "contrast") (:form . 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"NNS") (:stem . "sirna") (:form . "siRNAs") (:end . 80)\n (:start . 74) (:id . 54))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 84) (:start . 81)\n (:id . 55))\n ((:tag . "NNS") (:stem . "mirna") (:form . "miRNAs") (:end . 91)\n (:start . 85) (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 92) (:start . 91)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s9.29) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502793@unknown@formal@none@1@S@The next phase in the RNAi pathway involves the loading of siRNAs into RNA-induced silencing complexes (RISCs).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "next") (:form . "next") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "phase") (:form . "phase") (:end . 14) (:start . 9)\n (:id . 44))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 17) (:start . 15)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 21) (:start . 18)\n (:id . 46))\n ((:tag . "NNP") (:stem . "RNAi") (:form . "RNAi") (:end . 26) (:start . 22)\n (:id . 47))\n ((:tag . "NN") (:stem . "pathway") (:form . "pathway") (:end . 34)\n (:start . 27) (:id . 48))\n ((:tag . "VBZ") (:stem . "involve") (:form . "involves") (:end . 43)\n (:start . 35) (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 47) (:start . 44)\n (:id . 50))\n ((:tag . "NN") (:stem . "loading") (:form . "loading") (:end . 55)\n (:start . 48) (:id . 51))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 58) (:start . 56)\n (:id . 52))\n ((:tag . "NNS") (:stem . "sirna") (:form . "siRNAs") (:end . 65)\n (:start . 59) (:id . 53))\n ((:tag . "IN") (:stem . "into") (:form . "into") (:end . 70) (:start . 66)\n (:id . 54))\n ((:tag . "JJ") (:stem . "rna-induced") (:form . "RNA-induced") (:end . 82)\n (:start . 71) (:id . 55))\n ((:tag . "JJ") (:stem . "silencing") (:form . "silencing") (:end . 92)\n (:start . 83) (:id . 56))\n ((:tag . "NNS") (:stem . "complex") (:form . "complexes") (:end . 102)\n (:start . 93) (:id . 57))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 104) (:start . 103)\n (:id . 58))\n ((:tag . "NNP") (:stem . "RISC") (:form . "RISCs") (:end . 109)\n (:start . 104) (:id . 59))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 110) (:start . 109)\n (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 111) (:start . 110)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s9.30) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502794@unknown@formal@none@1@S@dsRNA binding motif proteins (dsRBM), such as D. melanogaster R2D2 and Caenorhabditiselegans Rde-4 help siRNAs to be loaded properly into silencing complexes [16,17].@(((:tag . "NN") (:stem . "dsrna") (:form . "dsRNA") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "binding") (:form . "binding") (:end . 13)\n (:start . 6) (:id . 43))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 19) (:start . 14)\n (:id . 44))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 28)\n (:start . 20) (:id . 45))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 30) (:start . 29)\n (:id . 46))\n ((:tag . "NNP") (:stem . "dsRBM") (:form . "dsRBM") (:end . 35) (:start . 30)\n (:id . 47))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 36) (:start . 35)\n (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 37) (:start . 36)\n (:id . 49))\n ((:tag . "JJ") (:stem . "such") (:form . "such") (:end . 42) (:start . 38)\n (:id . 50))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 45) (:start . 43)\n (:id . 51))\n ((:tag . "NNP") (:stem . "D.") (:form . "D.") (:end . 48) (:start . 46)\n (:id . 52))\n ((:tag . "NNP") (:stem . "melanogaster") (:form . "melanogaster") (:end . 61)\n (:start . 49) (:id . 53))\n ((:tag . "NN") (:stem . "r2d2") (:form . "R2D2") (:end . 66) (:start . 62)\n (:id . 54))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 70) (:start . 67)\n (:id . 55))\n ((:tag . "NNPS") (:stem . "Caenorhabditiselegans")\n (:form . "Caenorhabditiselegans") (:end . 92) (:start . 71) (:id . 56))\n ((:tag . "NN") (:stem . "rde-4") (:form . "Rde-4") (:end . 98) (:start . 93)\n (:id . 57))\n ((:tag . "NN") (:stem . "help") (:form . "help") (:end . 103) (:start . 99)\n (:id . 58))\n ((:tag . "NNS") (:stem . "sirna") (:form . "siRNAs") (:end . 110)\n (:start . 104) (:id . 59))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 113) (:start . 111)\n (:id . 60))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 116) (:start . 114)\n (:id . 61))\n ((:tag . "VBN") (:stem . "load") (:form . "loaded") (:end . 123)\n (:start . 117) (:id . 62))\n ((:tag . "RB") (:stem . "properly") (:form . "properly") (:end . 132)\n (:start . 124) (:id . 63))\n ((:tag . "IN") (:stem . "into") (:form . "into") (:end . 137) (:start . 133)\n (:id . 64))\n ((:tag . "JJ") (:stem . "silencing") (:form . "silencing") (:end . 147)\n (:start . 138) (:id . 65))\n ((:tag . "NNS") (:stem . "complex") (:form . "complexes") (:end . 157)\n (:start . 148) (:id . 66))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 159) (:start . 158)\n (:id . 67))\n ((:tag . "CD") (:stem . "16,17") (:form . "16,17") (:end . 164)\n (:start . 159) (:id . 68))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 165) (:start . 164)\n (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 166) (:start . 165)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s9.31) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502795@unknown@formal@none@1@S@Using the siRNAs as a guide, RISCs find target mRNAs and cleave them.@(((:tag . "VBG") (:stem . "use") (:form . "Using") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 9) (:start . 6)\n (:id . 43))\n ((:tag . "NNS") (:stem . "sirna") (:form . "siRNAs") (:end . 16)\n (:start . 10) (:id . 44))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 19) (:start . 17)\n (:id . 45))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 21) (:start . 20)\n (:id . 46))\n ((:tag . "NN") (:stem . "guide") (:form . "guide") (:end . 27) (:start . 22)\n (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 28) (:start . 27)\n (:id . 48))\n ((:tag . "NNS") (:stem . "risc") (:form . "RISCs") (:end . 34) (:start . 29)\n (:id . 49))\n ((:tag . "VBP") (:stem . "find") (:form . "find") (:end . 39) (:start . 35)\n (:id . 50))\n ((:tag . "NN") (:stem . "target") (:form . "target") (:end . 46)\n (:start . 40) (:id . 51))\n ((:tag . "NNS") (:stem . "mrna") (:form . "mRNAs") (:end . 52) (:start . 47)\n (:id . 52))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 56) (:start . 53)\n (:id . 53))\n ((:tag . "VB") (:stem . "cleave") (:form . "cleave") (:end . 63)\n (:start . 57) (:id . 54))\n ((:tag . "PRP") (:stem . "them") (:form . "them") (:end . 68) (:start . 64)\n (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 69) (:start . 68)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s9.32) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502796@unknown@formal@none@1@S@Argonaute (Ago) family proteins are the main components of silencing complexes, mediating target recognition and silencing [18-20].@(((:tag . "NNP") (:stem . "Argonaute") (:form . "Argonaute") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 11) (:start . 10)\n (:id . 43))\n ((:tag . "NNP") (:stem . "Ago") (:form . "Ago") (:end . 14) (:start . 11)\n (:id . 44))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 15) (:start . 14)\n (:id . 45))\n ((:tag . "NN") (:stem . "family") (:form . "family") (:end . 22)\n (:start . 16) (:id . 46))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 31)\n (:start . 23) (:id . 47))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 35) (:start . 32)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 39) (:start . 36)\n (:id . 49))\n ((:tag . "JJ") (:stem . "main") (:form . "main") (:end . 44) (:start . 40)\n (:id . 50))\n ((:tag . "NNS") (:stem . "component") (:form . "components") (:end . 55)\n (:start . 45) (:id . 51))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 58) (:start . 56)\n (:id . 52))\n ((:tag . "JJ") (:stem . "silencing") (:form . "silencing") (:end . 68)\n (:start . 59) (:id . 53))\n ((:tag . "NNS") (:stem . "complex") (:form . "complexes") (:end . 78)\n (:start . 69) (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 79) (:start . 78)\n (:id . 55))\n ((:tag . "VBG") (:stem . "mediate") (:form . "mediating") (:end . 89)\n (:start . 80) (:id . 56))\n ((:tag . "NN") (:stem . "target") (:form . "target") (:end . 96)\n (:start . 90) (:id . 57))\n ((:tag . "NN") (:stem . "recognition") (:form . "recognition") (:end . 108)\n (:start . 97) (:id . 58))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 112) (:start . 109)\n (:id . 59))\n ((:tag . "NN") (:stem . "silencing") (:form . "silencing") (:end . 122)\n (:start . 113) (:id . 60))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 124) (:start . 123)\n (:id . 61))\n ((:tag . "CD") (:stem . "18-20") (:form . "18-20") (:end . 129)\n (:start . 124) (:id . 62))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 130) (:start . 129)\n (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 131) (:start . 130)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s9.33) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502797@unknown@formal@none@1@S@Most organisms have multiple members of the Ago proteins, for example both insect species D. melanogaster and Tribolium castaneum (beetle) have 5, whereas C. elegans (nematode) has 27 [14,21-25].@(((:tag . "JJS") (:stem . "most") (:form . "Most") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "organism") (:form . "organisms") (:end . 14)\n (:start . 5) (:id . 43))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 19) (:start . 15)\n (:id . 44))\n ((:tag . "JJ") (:stem . "multiple") (:form . "multiple") (:end . 28)\n (:start . 20) (:id . 45))\n ((:tag . "NNS") (:stem . "member") (:form . "members") (:end . 36)\n (:start . 29) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 39) (:start . 37)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 43) (:start . 40)\n (:id . 48))\n ((:tag . "NNP") (:stem . "Ago") (:form . "Ago") (:end . 47) (:start . 44)\n (:id . 49))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 56)\n (:start . 48) (:id . 50))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 57) (:start . 56)\n (:id . 51))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 61) (:start . 58)\n (:id . 52))\n ((:tag . "NN") (:stem . "example") (:form . "example") (:end . 69)\n (:start . 62) (:id . 53))\n ((:tag . "CC") (:stem . "both") (:form . "both") (:end . 74) (:start . 70)\n (:id . 54))\n ((:tag . "NN") (:stem . "insect") (:form . "insect") (:end . 81)\n (:start . 75) (:id . 55))\n ((:tag . "NNS") (:stem . "specie") (:form . "species") (:end . 89)\n (:start . 82) (:id . 56))\n ((:tag . "NNP") (:stem . "D.") (:form . "D.") (:end . 92) (:start . 90)\n (:id . 57))\n ((:tag . "NN") (:stem . "melanogaster") (:form . 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(:end . 195) (:start . 194)\n (:id . 79)))@@@1@38@((:identifiers (:sid . :s9.34) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502798@unknown@formal@none@1@S@In Drosophila Ago-1 and Ago-2 are known to be associated with RISC [21].@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "FW") (:stem . "drosophila") (:form . "Drosophila") (:end . 13)\n (:start . 3) (:id . 43))\n ((:tag . "NNP") (:stem . "Ago-1") (:form . "Ago-1") (:end . 19) (:start . 14)\n (:id . 44))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 23) (:start . 20)\n (:id . 45))\n ((:tag . "NNP") (:stem . "Ago-2") (:form . "Ago-2") (:end . 29) (:start . 24)\n (:id . 46))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 33) (:start . 30)\n (:id . 47))\n ((:tag . "VBN") (:stem . "know") (:form . "known") (:end . 39) (:start . 34)\n (:id . 48))\n ((:tag . "TO") (:stem . "to") (:form . 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(:end . 118) (:start . 117)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s9.37) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502801@unknown@formal@none@1@S@An additional phenomenon identified in plants and C. elegans is the systemic spread of RNAi from cell to cell throughout the organism and its potential systemic transfer to subsequent generations through the germ-line [29-31].@(((:tag . "DT") (:stem . "an") (:form . "An") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "additional") (:form . "additional") (:end . 13)\n (:start . 3) (:id . 43))\n ((:tag . "NN") (:stem . "phenomenon") (:form . "phenomenon") (:end . 24)\n (:start . 14) (:id . 44))\n ((:tag . "VBN") (:stem . "identify") (:form . "identified") (:end . 35)\n (:start . 25) (:id . 45))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 38) (:start . 36)\n (:id . 46))\n ((:tag . "NNS") (:stem . "plant") (:form . 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(:end . 209) (:start . 208)\n (:id . 73)))@@@1@32@((:hcues ((:id . :x9.46.1) (:span 61 64)))\n (:hscopes ((:id . :x9.46.1) (:span 61 208)))\n (:identifiers (:sid . :s9.46) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502810@unknown@formal@none@1@S@Improving the understanding of the mechanisms used by ticks for gene knockdown will assist to develop specific tick RNA interference reagents and improved techniques for gene functional studies.@(((:tag . "VBG") (:stem . "improve") (:form . "Improving") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 13) (:start . 10)\n (:id . 43))\n ((:tag . "NN") (:stem . "understanding") (:form . "understanding")\n (:end . 27) (:start . 14) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 30) (:start . 28)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 34) (:start . 31)\n (:id . 46))\n ((:tag . 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(:end . 307) (:start . 306)\n (:id . 94)))@@@1@53@((:hcues ((:id . :x9.48.1) (:span 280 288)) ((:id . :x9.48.2) (:span 270 277)))\n (:hscopes ((:id . :x9.48.1) (:span 280 306))\n ((:id . :x9.48.2) (:span 270 306)))\n (:identifiers (:sid . :s9.48) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502812@unknown@formal@none@1@S@We then determined whether targeting genes in the cattle tick which are homologous to D. melanogaster genes with known RNAi in vitro phenotypes [43] would similarly result in abnormal phenotypes.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "RB") (:stem . "then") (:form . "then") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "VBD") (:stem . "determine") (:form . "determined") (:end . 18)\n (:start . 8) (:id . 44))\n ((:tag . "IN") (:stem . "whether") (:form . "whether") (:end . 26)\n (:start . 19) (:id . 45))\n ((:tag . "VBG") (:stem . 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"]") (:end . 148) (:start . 147)\n (:id . 67))\n ((:tag . "MD") (:stem . "would") (:form . "would") (:end . 154)\n (:start . 149) (:id . 68))\n ((:tag . "RB") (:stem . "similarly") (:form . "similarly") (:end . 164)\n (:start . 155) (:id . 69))\n ((:tag . "VB") (:stem . "result") (:form . "result") (:end . 171)\n (:start . 165) (:id . 70))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 174) (:start . 172)\n (:id . 71))\n ((:tag . "JJ") (:stem . "abnormal") (:form . "abnormal") (:end . 183)\n (:start . 175) (:id . 72))\n ((:tag . "NNS") (:stem . "phenotype") (:form . "phenotypes") (:end . 194)\n (:start . 184) (:id . 73))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 195) (:start . 194)\n (:id . 74)))@@@1@33@((:hcues ((:id . :x9.49.1) (:span 149 154)) ((:id . :x9.49.2) (:span 19 26)))\n (:hscopes ((:id . :x9.49.1) (:span 149 194))\n ((:id . :x9.49.2) (:span 19 194)))\n (:identifiers (:sid . :s9.49) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502813@unknown@formal@none@1@S@We identified 10 candidate genes and conducted in vitro and in vivo (female tick injections) RNAi loss-of-function assays.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "identify") (:form . "identified") (:end . 13)\n (:start . 3) (:id . 43))\n ((:tag . "CD") (:stem . "10") (:form . "10") (:end . 16) (:start . 14)\n (:id . 44))\n ((:tag . "NN") (:stem . "candidate") (:form . "candidate") (:end . 26)\n (:start . 17) (:id . 45))\n ((:tag . "NNS") (:stem . "gene") (:form . "genes") (:end . 32) (:start . 27)\n (:id . 46))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 36) (:start . 33)\n (:id . 47))\n ((:tag . "VBN") (:stem . "conduct") (:form . "conducted") (:end . 46)\n (:start . 37) (:id . 48))\n ((:tag . "FW") (:stem . "in") (:form . "in") (:end . 49) (:start . 47)\n (:id . 49))\n ((:tag . "FW") (:stem . "vitro") (:form . "vitro") (:end . 55) (:start . 50)\n (:id . 50))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 59) (:start . 56)\n (:id . 51))\n ((:tag . "FW") (:stem . "in") (:form . "in") (:end . 62) (:start . 60)\n (:id . 52))\n ((:tag . "FW") (:stem . "vivo") (:form . "vivo") (:end . 67) (:start . 63)\n (:id . 53))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 69) (:start . 68)\n (:id . 54))\n ((:tag . "JJ") (:stem . "female") (:form . "female") (:end . 75)\n (:start . 69) (:id . 55))\n ((:tag . "NN") (:stem . "tick") (:form . "tick") (:end . 80) (:start . 76)\n (:id . 56))\n ((:tag . "NNS") (:stem . "injection") (:form . "injections") (:end . 91)\n (:start . 81) (:id . 57))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 92) (:start . 91)\n (:id . 58))\n ((:tag . "NNP") (:stem . "RNAi") (:form . "RNAi") (:end . 97) (:start . 93)\n (:id . 59))\n ((:tag . "NN") (:stem . "loss-of-function") (:form . "loss-of-function")\n (:end . 114) (:start . 98) (:id . 60))\n ((:tag . "NNS") (:stem . "assay") (:form . "assays") (:end . 121)\n (:start . 115) (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 122) (:start . 121)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s9.50) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502814@unknown@formal@none@1@S@Interestingly, only proteasomal genes impaired tick cell viability in vitro, whilst 9 candidates impaired tick egg and larval development in vivo.@(((:tag . "RB") (:stem . "interestingly") (:form . "Interestingly")\n (:end . 13) (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 14) (:start . 13)\n (:id . 43))\n ((:tag . "RB") (:stem . "only") (:form . "only") (:end . 19) (:start . 15)\n (:id . 44))\n ((:tag . "JJ") (:stem . "proteasomal") (:form . "proteasomal") (:end . 31)\n (:start . 20) (:id . 45))\n ((:tag . "NNS") (:stem . "gene") (:form . "genes") (:end . 37) (:start . 32)\n (:id . 46))\n ((:tag . "VBD") (:stem . "impair") (:form . "impaired") (:end . 46)\n (:start . 38) (:id . 47))\n ((:tag . "VB") (:stem . "tick") (:form . "tick") (:end . 51) (:start . 47)\n (:id . 48))\n ((:tag . "NN") (:stem . "cell") (:form . "cell") (:end . 56) (:start . 52)\n (:id . 49))\n ((:tag . "NN") (:stem . "viability") (:form . "viability") (:end . 66)\n (:start . 57) (:id . 50))\n ((:tag . "FW") (:stem . "in") (:form . "in") (:end . 69) (:start . 67)\n (:id . 51))\n ((:tag . "FW") (:stem . "vitro") (:form . "vitro") (:end . 75) (:start . 70)\n (:id . 52))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 76) (:start . 75)\n (:id . 53))\n ((:tag . "IN") (:stem . "whilst") (:form . "whilst") (:end . 83)\n (:start . 77) (:id . 54))\n ((:tag . "CD") (:stem . "9") (:form . "9") (:end . 85) (:start . 84)\n (:id . 55))\n ((:tag . "NNS") (:stem . "candidate") (:form . "candidates") (:end . 96)\n (:start . 86) (:id . 56))\n ((:tag . "VBD") (:stem . "impair") (:form . "impaired") (:end . 105)\n (:start . 97) (:id . 57))\n ((:tag . "VB") (:stem . "tick") (:form . "tick") (:end . 110) (:start . 106)\n (:id . 58))\n ((:tag . "NN") (:stem . "egg") (:form . "egg") (:end . 114) (:start . 111)\n (:id . 59))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 118) (:start . 115)\n (:id . 60))\n ((:tag . "JJ") (:stem . "larval") (:form . "larval") (:end . 125)\n (:start . 119) (:id . 61))\n ((:tag . "NN") (:stem . "development") (:form . "development") (:end . 137)\n (:start . 126) (:id . 62))\n ((:tag . "FW") (:stem . "in") (:form . "in") (:end . 140) (:start . 138)\n (:id . 63))\n ((:tag . "FW") (:stem . "vivo") (:form . "vivo") (:end . 145) (:start . 141)\n (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 146) (:start . 145)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s9.51) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502815@unknown@formal@none@1@S@Results@(((:tag . "NNS") (:stem . "result") (:form . "Results") (:end . 7)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s9.52) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5502816@unknown@formal@none@1@S@Evidence of putative RNAi pathway in R. microplus@(((:tag . "NN") (:stem . "evidence") (:form . "Evidence") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 11) (:start . 9)\n (:id . 43))\n ((:tag . "JJ") (:stem . "putative") (:form . "putative") (:end . 20)\n (:start . 12) (:id . 44))\n ((:tag . "NNP") (:stem . "RNAi") (:form . "RNAi") (:end . 25) (:start . 21)\n (:id . 45))\n ((:tag . "NN") (:stem . "pathway") (:form . "pathway") (:end . 33)\n (:start . 26) (:id . 46))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 36) (:start . 34)\n (:id . 47))\n ((:tag . "NNP") (:stem . "R.") (:form . "R.") (:end . 39) (:start . 37)\n (:id . 48))\n ((:tag . "NNS") (:stem . "microplu") (:form . "microplus") (:end . 49)\n (:start . 40) (:id . 49)))@@@1@8@((:hcues ((:id . :x9.53.1) (:span 12 20)))\n (:hscopes ((:id . :x9.53.1) (:span 12 33)))\n (:identifiers (:sid . :s9.53) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5502817@unknown@formal@none@1@S@A Dicer homologue was not confirmed in R. microplus however conserved domains commonly found in Dicer proteins of higher eukaryotes were identified in the R. microplus BmiGI2 EST database ([3](summarized in Additional File 1).@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "Dicer") (:form . "Dicer") (:end . 7) (:start . 2)\n (:id . 43))\n ((:tag . "NN") (:stem . "homologue") (:form . "homologue") (:end . 17)\n (:start . 8) (:id . 44))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 21) (:start . 18)\n (:id . 45))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 25) (:start . 22)\n (:id . 46))\n ((:tag . "VBN") (:stem . "confirm") (:form . "confirmed") (:end . 35)\n (:start . 26) (:id . 47))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 38) (:start . 36)\n (:id . 48))\n ((:tag . "NNP") (:stem . "R.") (:form . "R.") (:end . 41) (:start . 39)\n (:id . 49))\n ((:tag . "NN") (:stem . "microplus") (:form . "microplus") (:end . 51)\n (:start . 42) (:id . 50))\n ((:tag . "RB") (:stem . "however") (:form . "however") (:end . 59)\n (:start . 52) (:id . 51))\n ((:tag . "VBN") (:stem . "conserve") (:form . "conserved") (:end . 69)\n (:start . 60) (:id . 52))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 77)\n (:start . 70) (:id . 53))\n ((:tag . "RB") (:stem . "commonly") (:form . "commonly") (:end . 86)\n (:start . 78) (:id . 54))\n ((:tag . "VBN") (:stem . "find") (:form . "found") (:end . 92) (:start . 87)\n (:id . 55))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 95) (:start . 93)\n (:id . 56))\n ((:tag . "NNP") (:stem . "Dicer") (:form . "Dicer") (:end . 101)\n (:start . 96) (:id . 57))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 110)\n (:start . 102) (:id . 58))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 113) (:start . 111)\n (:id . 59))\n ((:tag . "JJR") (:stem . "high") (:form . "higher") (:end . 120)\n (:start . 114) (:id . 60))\n ((:tag . "NNS") (:stem . "eukaryote") (:form . "eukaryotes") (:end . 131)\n (:start . 121) (:id . 61))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 136) (:start . 132)\n (:id . 62))\n ((:tag . "VBN") (:stem . "identify") (:form . "identified") (:end . 147)\n (:start . 137) (:id . 63))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 150) (:start . 148)\n (:id . 64))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 154) (:start . 151)\n (:id . 65))\n ((:tag . "NNP") (:stem . "R.") (:form . "R.") (:end . 157) (:start . 155)\n (:id . 66))\n ((:tag . "NN") (:stem . "microplus") (:form . "microplus") (:end . 167)\n (:start . 158) (:id . 67))\n ((:tag . "NNP") (:stem . "BmiGI2") (:form . "BmiGI2") (:end . 174)\n (:start . 168) (:id . 68))\n ((:tag . "NNP") (:stem . "EST") (:form . "EST") (:end . 178) (:start . 175)\n (:id . 69))\n ((:tag . "NN") (:stem . "database") (:form . "database") (:end . 187)\n (:start . 179) (:id . 70))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 189) (:start . 188)\n (:id . 71))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 190) (:start . 189)\n (:id . 72))\n ((:tag . "VBD") (:stem . "3](summarized") (:form . "3](summarized")\n (:end . 203) (:start . 190) (:id . 73))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 206) (:start . 204)\n (:id . 74))\n ((:tag . "JJ") (:stem . "additional") (:form . "Additional") (:end . 217)\n (:start . 207) (:id . 75))\n ((:tag . "NNP") (:stem . "File") (:form . "File") (:end . 222) (:start . 218)\n (:id . 76))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 224) (:start . 223)\n (:id . 77))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 225) (:start . 224)\n (:id . 78))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 226) (:start . 225)\n (:id . 79)))@@@1@38@((:identifiers (:sid . :s9.54) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502818@unknown@formal@none@1@S@A single R. microplus EST sequence (TC9337) was identified as containing an ORF of 250 amino acids (aa) encoding a putative RNase III (Pfam:PF00636) domain.@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "single") (:form . "single") (:end . 8) (:start . 2)\n (:id . 43))\n ((:tag . "NNP") (:stem . "R.") (:form . "R.") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "NN") (:stem . "microplus") (:form . 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"orf") (:form . "ORF") (:end . 79) (:start . 76)\n (:id . 56))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 82) (:start . 80)\n (:id . 57))\n ((:tag . "CD") (:stem . "250") (:form . "250") (:end . 86) (:start . 83)\n (:id . 58))\n ((:tag . "NN") (:stem . "amino") (:form . "amino") (:end . 92) (:start . 87)\n (:id . 59))\n ((:tag . "NNS") (:stem . "acid") (:form . "acids") (:end . 98) (:start . 93)\n (:id . 60))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 100) (:start . 99)\n (:id . 61))\n ((:tag . "NN") (:stem . "aa") (:form . "aa") (:end . 102) (:start . 100)\n (:id . 62))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 103) (:start . 102)\n (:id . 63))\n ((:tag . "VBG") (:stem . "encode") (:form . "encoding") (:end . 112)\n (:start . 104) (:id . 64))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 114) (:start . 113)\n (:id . 65))\n ((:tag . "JJ") (:stem . "putative") (:form . "putative") (:end . 123)\n (:start . 115) (:id . 66))\n ((:tag . "NNP") (:stem . "RNase") (:form . "RNase") (:end . 129)\n (:start . 124) (:id . 67))\n ((:tag . "CD") (:stem . "iii") (:form . "III") (:end . 133) (:start . 130)\n (:id . 68))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 135) (:start . 134)\n (:id . 69))\n ((:tag . "NNP") (:stem . "Pfam:PF00636") (:form . "Pfam:PF00636")\n (:end . 147) (:start . 135) (:id . 70))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 148) (:start . 147)\n (:id . 71))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 155)\n (:start . 149) (:id . 72))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 156) (:start . 155)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s9.55) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502819@unknown@formal@none@1@S@The pairwise alignment of the ORF with the amino acid sequence of C. elegans Dcr-1 [GenBank:NP_498761] showed 24% identity and an e-value of 8e-12 (Additional File 1).@(((:tag . 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"sequence") (:end . 62)\n (:start . 54) (:id . 52))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 65) (:start . 63)\n (:id . 53))\n ((:tag . "NNP") (:stem . "C.") (:form . "C.") (:end . 68) (:start . 66)\n (:id . 54))\n ((:tag . "NNP") (:stem . "elegans") (:form . "elegans") (:end . 76)\n (:start . 69) (:id . 55))\n ((:tag . "NN") (:stem . "dcr-1") (:form . "Dcr-1") (:end . 82) (:start . 77)\n (:id . 56))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 84) (:start . 83)\n (:id . 57))\n ((:tag . "NNP") (:stem . "GenBank:NP_498761") (:form . "GenBank:NP_498761")\n (:end . 101) (:start . 84) (:id . 58))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 102) (:start . 101)\n (:id . 59))\n ((:tag . "VBD") (:stem . "show") (:form . "showed") (:end . 109)\n (:start . 103) (:id . 60))\n ((:tag . "CD") (:stem . "24") (:form . "24") (:end . 112) (:start . 110)\n (:id . 61))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 113) (:start . 112)\n (:id . 62))\n ((:tag . "NN") (:stem . "identity") (:form . "identity") (:end . 122)\n (:start . 114) (:id . 63))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 126) (:start . 123)\n (:id . 64))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 129) (:start . 127)\n (:id . 65))\n ((:tag . "NN") (:stem . "e-value") (:form . "e-value") (:end . 137)\n (:start . 130) (:id . 66))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 140) (:start . 138)\n (:id . 67))\n ((:tag . "CD") (:stem . "8e-12") (:form . "8e-12") (:end . 146)\n (:start . 141) (:id . 68))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 148) (:start . 147)\n (:id . 69))\n ((:tag . "JJ") (:stem . "additional") (:form . "Additional") (:end . 158)\n (:start . 148) (:id . 70))\n ((:tag . "NNP") (:stem . "File") (:form . "File") (:end . 163) (:start . 159)\n (:id . 71))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 165) (:start . 164)\n (:id . 72))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 166) (:start . 165)\n (:id . 73))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 167) (:start . 166)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s9.56) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502820@unknown@formal@none@1@S@A Dicer tick homologue with the expected domain structure for a eukaryotic Dicer was identified in I. scapularis in a recently assembled supercontig [GenBank: DS643033] from the Ixodes Genome Project (IGP) [6].@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "Dicer") (:form . "Dicer") (:end . 7) (:start . 2)\n (:id . 43))\n ((:tag . "NN") (:stem . "tick") (:form . "tick") (:end . 12) (:start . 8)\n (:id . 44))\n ((:tag . "NN") (:stem . "homologue") (:form . "homologue") (:end . 22)\n (:start . 13) (:id . 45))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 27) (:start . 23)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 31) (:start . 28)\n (:id . 47))\n ((:tag . "VBN") (:stem . "expect") (:form . "expected") (:end . 40)\n (:start . 32) (:id . 48))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 47)\n (:start . 41) (:id . 49))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 57)\n (:start . 48) (:id . 50))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 61) (:start . 58)\n (:id . 51))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 63) (:start . 62)\n (:id . 52))\n ((:tag . "JJ") (:stem . "eukaryotic") (:form . "eukaryotic") (:end . 74)\n (:start . 64) (:id . 53))\n ((:tag . "NNP") (:stem . "Dicer") (:form . "Dicer") (:end . 80) (:start . 75)\n (:id . 54))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 84) (:start . 81)\n (:id . 55))\n ((:tag . "VBN") (:stem . "identify") (:form . "identified") (:end . 95)\n (:start . 85) (:id . 56))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 98) (:start . 96)\n (:id . 57))\n ((:tag . "NNP") (:stem . "I.") (:form . "I.") (:end . 101) (:start . 99)\n (:id . 58))\n ((:tag . "NNP") (:stem . "scapularis") (:form . "scapularis") (:end . 112)\n (:start . 102) (:id . 59))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 115) (:start . 113)\n (:id . 60))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 117) (:start . 116)\n (:id . 61))\n ((:tag . "RB") (:stem . "recently") (:form . "recently") (:end . 126)\n (:start . 118) (:id . 62))\n ((:tag . "VBN") (:stem . "assemble") (:form . "assembled") (:end . 136)\n (:start . 127) (:id . 63))\n ((:tag . "NN") (:stem . "supercontig") (:form . "supercontig") (:end . 148)\n (:start . 137) (:id . 64))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 150) (:start . 149)\n (:id . 65))\n ((:tag . "NNP") (:stem . "GenBank") (:form . "GenBank") (:end . 157)\n (:start . 150) (:id . 66))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 158) (:start . 157)\n (:id . 67))\n ((:tag . "NN") (:stem . "ds643033") (:form . "DS643033") (:end . 167)\n (:start . 159) (:id . 68))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 168) (:start . 167)\n (:id . 69))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 173) (:start . 169)\n (:id . 70))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 177) (:start . 174)\n (:id . 71))\n ((:tag . "NNP") (:stem . "Ixodes") (:form . "Ixodes") (:end . 184)\n (:start . 178) (:id . 72))\n ((:tag . "NNP") (:stem . "Genome") (:form . "Genome") (:end . 191)\n (:start . 185) (:id . 73))\n ((:tag . "NNP") (:stem . "Project") (:form . "Project") (:end . 199)\n (:start . 192) (:id . 74))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 201) (:start . 200)\n (:id . 75))\n ((:tag . "NNP") (:stem . "IGP") (:form . "IGP") (:end . 204) (:start . 201)\n (:id . 76))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 205) (:start . 204)\n (:id . 77))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 207) (:start . 206)\n (:id . 78))\n ((:tag . "CD") (:stem . "6") (:form . "6") (:end . 208) (:start . 207)\n (:id . 79))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 209) (:start . 208)\n (:id . 80))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 210) (:start . 209)\n (:id . 81)))@@@1@40@((:identifiers (:sid . :s9.57) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502821@unknown@formal@none@1@S@This supercontig represents a 350 kb region of the I. scapularis tick genome and we identified a 22.3 kb genomic region containing a single gene that has 14 exons (the annotation described here has been submitted to the IGP).@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "supercontig") (:form . "supercontig") (:end . 16)\n (:start . 5) (:id . 43))\n ((:tag . "VBZ") (:stem . "represent") (:form . "represents") (:end . 27)\n (:start . 17) (:id . 44))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 29) (:start . 28)\n (:id . 45))\n ((:tag . "CD") (:stem . "350") (:form . "350") (:end . 33) (:start . 30)\n (:id . 46))\n ((:tag . "NN") (:stem . "kb") (:form . "kb") (:end . 36) (:start . 34)\n (:id . 47))\n ((:tag . "NN") (:stem . "region") (:form . "region") (:end . 43)\n (:start . 37) (:id . 48))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 46) (:start . 44)\n (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 50) (:start . 47)\n (:id . 50))\n ((:tag . "NNP") (:stem . "I.") (:form . "I.") (:end . 53) (:start . 51)\n (:id . 51))\n ((:tag . "NN") (:stem . "scapularis") (:form . "scapularis") (:end . 64)\n (:start . 54) (:id . 52))\n ((:tag . "NN") (:stem . "tick") (:form . "tick") (:end . 69) (:start . 65)\n (:id . 53))\n ((:tag . "NN") (:stem . "genome") (:form . "genome") (:end . 76)\n (:start . 70) (:id . 54))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 80) (:start . 77)\n (:id . 55))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 83) (:start . 81)\n (:id . 56))\n ((:tag . "VBD") (:stem . "identify") (:form . "identified") (:end . 94)\n (:start . 84) (:id . 57))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 96) (:start . 95)\n (:id . 58))\n ((:tag . "CD") (:stem . "22.3") (:form . "22.3") (:end . 101) (:start . 97)\n (:id . 59))\n ((:tag . "NN") (:stem . "kb") (:form . "kb") (:end . 104) (:start . 102)\n (:id . 60))\n ((:tag . "JJ") (:stem . "genomic") (:form . "genomic") (:end . 112)\n (:start . 105) (:id . 61))\n ((:tag . "NN") (:stem . "region") (:form . "region") (:end . 119)\n (:start . 113) (:id . 62))\n ((:tag . "VBG") (:stem . "contain") (:form . "containing") (:end . 130)\n (:start . 120) (:id . 63))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 132) (:start . 131)\n (:id . 64))\n ((:tag . "JJ") (:stem . "single") (:form . "single") (:end . 139)\n (:start . 133) (:id . 65))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 144) (:start . 140)\n (:id . 66))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 149) (:start . 145)\n (:id . 67))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 153) (:start . 150)\n (:id . 68))\n ((:tag . "CD") (:stem . "14") (:form . "14") (:end . 156) (:start . 154)\n (:id . 69))\n ((:tag . "NNS") (:stem . "exon") (:form . "exons") (:end . 162)\n (:start . 157) (:id . 70))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 164) (:start . 163)\n (:id . 71))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 167) (:start . 164)\n (:id . 72))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 178)\n (:start . 168) (:id . 73))\n ((:tag . "VBN") (:stem . "describe") (:form . "described") (:end . 188)\n (:start . 179) (:id . 74))\n ((:tag . "RB") (:stem . "here") (:form . "here") (:end . 193) (:start . 189)\n (:id . 75))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 197) (:start . 194)\n (:id . 76))\n ((:tag . "VBN") (:stem . "be") (:form . "been") (:end . 202) (:start . 198)\n (:id . 77))\n ((:tag . "VBN") (:stem . "submit") (:form . "submitted") (:end . 212)\n (:start . 203) (:id . 78))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 215) (:start . 213)\n (:id . 79))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 219) (:start . 216)\n (:id . 80))\n ((:tag . "NNP") (:stem . "IGP") (:form . "IGP") (:end . 223) (:start . 220)\n (:id . 81))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 224) (:start . 223)\n (:id . 82))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 225) (:start . 224)\n (:id . 83)))@@@1@42@((:identifiers (:sid . :s9.58) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502822@unknown@formal@none@1@S@The predicted I. scapularis Dicer protein is 1799aa long and has 31% similarity to the predicted Dicer-1 isoform 4 from the dog Canis lupus familiaris [GenBank:XP_868526].@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "VBN") (:stem . "predict") (:form . "predicted") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "NNP") (:stem . "I.") (:form . "I.") (:end . 16) (:start . 14)\n (:id . 44))\n ((:tag . "NNP") (:stem . "scapularis") (:form . "scapularis") (:end . 27)\n (:start . 17) (:id . 45))\n ((:tag . "NNP") (:stem . "Dicer") (:form . "Dicer") (:end . 33) (:start . 28)\n (:id . 46))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 41)\n (:start . 34) (:id . 47))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 44) (:start . 42)\n (:id . 48))\n ((:tag . "NN") (:stem . "1799aa") (:form . "1799aa") (:end . 51)\n (:start . 45) (:id . 49))\n ((:tag . "RB") (:stem . "long") (:form . "long") (:end . 56) (:start . 52)\n (:id . 50))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 60) (:start . 57)\n (:id . 51))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 64) (:start . 61)\n (:id . 52))\n ((:tag . "CD") (:stem . "31") (:form . "31") (:end . 67) (:start . 65)\n (:id . 53))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 68) (:start . 67)\n (:id . 54))\n ((:tag . "NN") (:stem . "similarity") (:form . "similarity") (:end . 79)\n (:start . 69) (:id . 55))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 82) (:start . 80)\n (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 86) (:start . 83)\n (:id . 57))\n ((:tag . "VBN") (:stem . "predict") (:form . "predicted") (:end . 96)\n (:start . 87) (:id . 58))\n ((:tag . "NN") (:stem . "dicer-1") (:form . "Dicer-1") (:end . 104)\n (:start . 97) (:id . 59))\n ((:tag . "NN") (:stem . "isoform") (:form . "isoform") (:end . 112)\n (:start . 105) (:id . 60))\n ((:tag . "CD") (:stem . "4") (:form . "4") (:end . 114) (:start . 113)\n (:id . 61))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 119) (:start . 115)\n (:id . 62))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 123) (:start . 120)\n (:id . 63))\n ((:tag . "NN") (:stem . "dog") (:form . "dog") (:end . 127) (:start . 124)\n (:id . 64))\n ((:tag . "NNP") (:stem . "Canis") (:form . "Canis") (:end . 133)\n (:start . 128) (:id . 65))\n ((:tag . "NN") (:stem . "lupus") (:form . "lupus") (:end . 139)\n (:start . 134) (:id . 66))\n ((:tag . "NN") (:stem . "familiaris") (:form . "familiaris") (:end . 150)\n (:start . 140) (:id . 67))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 152) (:start . 151)\n (:id . 68))\n ((:tag . "NNP") (:stem . "GenBank:XP_868526") (:form . "GenBank:XP_868526")\n (:end . 169) (:start . 152) (:id . 69))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 170) (:start . 169)\n (:id . 70))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 171) (:start . 170)\n (:id . 71)))@@@1@30@((:identifiers (:sid . :s9.59) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502823@unknown@formal@none@1@S@Furthermore, Figure 1a shows that the predicted I. scapularis Dcr-1 homologue has the same domain composition as its counterparts in D. melanogaster and C. elegans.@(((:tag . "RB") (:stem . "furthermore") (:form . "Furthermore") (:end . 11)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 43))\n ((:tag . "NN") (:stem . "figure") (:form . "Figure") (:end . 19)\n (:start . 13) (:id . 44))\n ((:tag . "NN") (:stem . "1a") (:form . "1a") (:end . 22) (:start . 20)\n (:id . 45))\n ((:tag . "VBZ") (:stem . "show") (:form . "shows") (:end . 28) (:start . 23)\n (:id . 46))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 33) (:start . 29)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 37) (:start . 34)\n (:id . 48))\n ((:tag . "VBN") (:stem . "predict") (:form . "predicted") (:end . 47)\n (:start . 38) (:id . 49))\n ((:tag . "NN") (:stem . "i.") (:form . "I.") (:end . 50) (:start . 48)\n (:id . 50))\n ((:tag . "NN") (:stem . "scapularis") (:form . "scapularis") (:end . 61)\n (:start . 51) (:id . 51))\n ((:tag . "NN") (:stem . "dcr-1") (:form . "Dcr-1") (:end . 67) (:start . 62)\n (:id . 52))\n ((:tag . "NN") (:stem . "homologue") (:form . "homologue") (:end . 77)\n (:start . 68) (:id . 53))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 81) (:start . 78)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 85) (:start . 82)\n (:id . 55))\n ((:tag . "JJ") (:stem . "same") (:form . "same") (:end . 90) (:start . 86)\n (:id . 56))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 97)\n (:start . 91) (:id . 57))\n ((:tag . "NN") (:stem . "composition") (:form . "composition") (:end . 109)\n (:start . 98) (:id . 58))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 112) (:start . 110)\n (:id . 59))\n ((:tag . "PRP$") (:stem . "its") (:form . "its") (:end . 116) (:start . 113)\n (:id . 60))\n ((:tag . "NNS") (:stem . "counterpart") (:form . "counterparts") (:end . 129)\n (:start . 117) (:id . 61))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 132) (:start . 130)\n (:id . 62))\n ((:tag . "NNP") (:stem . "D.") (:form . "D.") (:end . 135) (:start . 133)\n (:id . 63))\n ((:tag . "NN") (:stem . "melanogaster") (:form . "melanogaster") (:end . 148)\n (:start . 136) (:id . 64))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 152) (:start . 149)\n (:id . 65))\n ((:tag . "NNP") (:stem . "C.") (:form . "C.") (:end . 155) (:start . 153)\n (:id . 66))\n ((:tag . "NNP") (:stem . "elegans") (:form . "elegans") (:end . 163)\n (:start . 156) (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 164) (:start . 163)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s9.60) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502824@unknown@formal@none@1@S@The identified I. scapularis Dicer homologue clusters with the Dicer protein from the bovine Bos taurus (Figure 1b).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "VBN") (:stem . "identify") (:form . "identified") (:end . 14)\n (:start . 4) (:id . 43))\n ((:tag . "NNP") (:stem . "I.") (:form . "I.") (:end . 17) (:start . 15)\n (:id . 44))\n ((:tag . "NNP") (:stem . "scapularis") (:form . "scapularis") (:end . 28)\n (:start . 18) (:id . 45))\n ((:tag . "NNP") (:stem . "Dicer") (:form . "Dicer") (:end . 34) (:start . 29)\n (:id . 46))\n ((:tag . "NN") (:stem . "homologue") (:form . "homologue") (:end . 44)\n (:start . 35) (:id . 47))\n ((:tag . "NNS") (:stem . "cluster") (:form . "clusters") (:end . 53)\n (:start . 45) (:id . 48))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 58) (:start . 54)\n (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 62) (:start . 59)\n (:id . 50))\n ((:tag . "NNP") (:stem . "Dicer") (:form . "Dicer") (:end . 68) (:start . 63)\n (:id . 51))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 76)\n (:start . 69) (:id . 52))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 81) (:start . 77)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 85) (:start . 82)\n (:id . 54))\n ((:tag . "JJ") (:stem . "bovine") (:form . "bovine") (:end . 92)\n (:start . 86) (:id . 55))\n ((:tag . "NNP") (:stem . "Bos") (:form . "Bos") (:end . 96) (:start . 93)\n (:id . 56))\n ((:tag . "NN") (:stem . "taurus") (:form . "taurus") (:end . 103)\n (:start . 97) (:id . 57))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 105) (:start . 104)\n (:id . 58))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 111)\n (:start . 105) (:id . 59))\n ((:tag . "NN") (:stem . "1b") (:form . "1b") (:end . 114) (:start . 112)\n (:id . 60))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 115) (:start . 114)\n (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 116) (:start . 115)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s9.61) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502825@unknown@formal@none@1@S@The schematic domain structure of Dicer proteins.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "schematic") (:form . "schematic") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 20)\n (:start . 14) (:id . 44))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 30)\n (:start . 21) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 33) (:start . 31)\n (:id . 46))\n ((:tag . "NNP") (:stem . "Dicer") (:form . "Dicer") (:end . 39) (:start . 34)\n (:id . 47))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 48)\n (:start . 40) (:id . 48))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 49) (:start . 48)\n (:id . 49)))@@@1@8@((:identifiers (:sid . :s9.62) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502826@unknown@formal@none@1@S@(a) Comparison of the conserved domain structures of D. melanogaster Dicer-1 and Dicer-2, C. elegans DCR-1 and our predicted I. scapularis Dicer-1 protein.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . 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"the") (:form . "the") (:end . 78) (:start . 75)\n (:id . 57))\n ((:tag . "NN") (:stem . "dicer-1") (:form . "Dicer-1") (:end . 86)\n (:start . 79) (:id . 58))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 94)\n (:start . 87) (:id . 59))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 97) (:start . 95)\n (:id . 60))\n ((:tag . "NNP") (:stem . "D.") (:form . "D.") (:end . 100) (:start . 98)\n (:id . 61))\n ((:tag . "NNP") (:stem . "melanogaster") (:form . "melanogaster")\n (:end . 113) (:start . 101) (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 114) (:start . 113)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s9.65) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502829@unknown@formal@none@1@S@(b) Phylogenetic analysis of full-length Dicer proteins (Bos = B. taurus, Cele = C. elegans, Dmel = D. melanogaster, Iscap = I. scapularis, Tcas = T. castaneum).@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "b") (:form . "b") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "JJ") (:stem . "phylogenetic") (:form . "Phylogenetic") (:end . 16)\n (:start . 4) (:id . 45))\n ((:tag . "NN") (:stem . "analysis") (:form . "analysis") (:end . 25)\n (:start . 17) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 28) (:start . 26)\n (:id . 47))\n ((:tag . "JJ") (:stem . "full-length") (:form . "full-length") (:end . 40)\n (:start . 29) (:id . 48))\n ((:tag . "NNP") (:stem . "Dicer") (:form . "Dicer") (:end . 46) (:start . 41)\n (:id . 49))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 55)\n (:start . 47) (:id . 50))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 57) (:start . 56)\n (:id . 51))\n ((:tag . "NNP") (:stem . "Bos") (:form . 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"FW") (:stem . "t.") (:form . "T.") (:end . 149) (:start . 147)\n (:id . 74))\n ((:tag . "NN") (:stem . "castaneum") (:form . "castaneum") (:end . 159)\n (:start . 150) (:id . 75))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 160) (:start . 159)\n (:id . 76))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 161) (:start . 160)\n (:id . 77)))@@@1@36@((:identifiers (:sid . :s9.66) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502830@unknown@formal@none@1@S@The analysis of R. microplus ESTs and I. scapularis genome reads identified putative tick homologues of D. melanogaster Argonaute-1 and 2 proteins in both species (Table 1, Figures 2 and 3).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "analysis") (:form . "analysis") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . 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")") (:end . 189) (:start . 188)\n (:id . 75))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 190) (:start . 189)\n (:id . 76)))@@@1@35@((:identifiers (:sid . :s9.67) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502831@unknown@formal@none@1@S@Putative tick RNAi candidate homologues@(((:tag . "JJ") (:stem . "putative") (:form . "Putative") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "tick") (:form . "tick") (:end . 13) (:start . 9)\n (:id . 43))\n ((:tag . "NNP") (:stem . "RNAi") (:form . "RNAi") (:end . 18) (:start . 14)\n (:id . 44))\n ((:tag . "NN") (:stem . "candidate") (:form . "candidate") (:end . 28)\n (:start . 19) (:id . 45))\n ((:tag . "NNS") (:stem . "homologue") (:form . "homologues") (:end . 39)\n (:start . 29) (:id . 46)))@@@1@5@((:identifiers (:sid . :s9.68) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|TableLegend|)))@oe@9-2-2011 5502832@unknown@formal@none@1@S@Domain structure and phylogenetic tree of tick Argonaute-1 proteins.@(((:tag . "NN") (:stem . "domain") (:form . "Domain") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 16)\n (:start . 7) (:id . 43))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 20) (:start . 17)\n (:id . 44))\n ((:tag . "JJ") (:stem . "phylogenetic") (:form . "phylogenetic") (:end . 33)\n (:start . 21) (:id . 45))\n ((:tag . "NN") (:stem . "tree") (:form . "tree") (:end . 38) (:start . 34)\n (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 41) (:start . 39)\n (:id . 47))\n ((:tag . "NN") (:stem . "tick") (:form . "tick") (:end . 46) (:start . 42)\n (:id . 48))\n ((:tag . "NN") (:stem . "argonaute-1") (:form . "Argonaute-1") (:end . 58)\n (:start . 47) (:id . 49))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 67)\n (:start . 59) (:id . 50))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 68) (:start . 67)\n (:id . 51)))@@@1@10@((:identifiers (:sid . :s9.69) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502833@unknown@formal@none@1@S@(a) Schematic structure of the Argonaute-1 proteins from D. melanogaster and our predictions of the structures of the I. scapularis and R. microplus Argonaute-1 homologues.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "JJ") (:stem . "schematic") (:form . "Schematic") (:end . 13)\n (:start . 4) (:id . 45))\n ((:tag . "NN") (:stem . 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"=") (:end . 6) (:start . 5)\n (:id . 44))\n ((:tag . "FW") (:stem . "b.") (:form . "B.") (:end . 9) (:start . 7)\n (:id . 45))\n ((:tag . "FW") (:stem . "taurus") (:form . "taurus") (:end . 16)\n (:start . 10) (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 17) (:start . 16)\n (:id . 47))\n ((:tag . "NNP") (:stem . "Cat") (:form . "Cat") (:end . 21) (:start . 18)\n (:id . 48))\n ((:tag . "SYM") (:stem . "=") (:form . "=") (:end . 23) (:start . 22)\n (:id . 49))\n ((:tag . "NNP") (:stem . "R.") (:form . "R.") (:end . 26) (:start . 24)\n (:id . 50))\n ((:tag . "NN") (:stem . "microplus") (:form . "microplus") (:end . 36)\n (:start . 27) (:id . 51))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 37) (:start . 36)\n (:id . 52))\n ((:tag . "NNP") (:stem . "Cele") (:form . "Cele") (:end . 42) (:start . 38)\n (:id . 53))\n ((:tag . "NNP") (:stem . "=") (:form . "=") (:end . 44) (:start . 43)\n (:id . 54))\n ((:tag . "NNP") (:stem . "C.") (:form . "C.") (:end . 47) (:start . 45)\n (:id . 55))\n ((:tag . "NNP") (:stem . "elegans") (:form . "elegans") (:end . 55)\n (:start . 48) (:id . 56))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 56) (:start . 55)\n (:id . 57))\n ((:tag . "NNP") (:stem . "Dmel") (:form . "Dmel") (:end . 61) (:start . 57)\n (:id . 58))\n ((:tag . "NNP") (:stem . "=") (:form . "=") (:end . 63) (:start . 62)\n (:id . 59))\n ((:tag . "NNP") (:stem . "D.") (:form . "D.") (:end . 66) (:start . 64)\n (:id . 60))\n ((:tag . "NNP") (:stem . "melanogaster") (:form . "melanogaster") (:end . 79)\n (:start . 67) (:id . 61))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 80) (:start . 79)\n (:id . 62))\n ((:tag . "NNP") (:stem . "Iscap") (:form . "Iscap") (:end . 86) (:start . 81)\n (:id . 63))\n ((:tag . "SYM") (:stem . "=") (:form . "=") (:end . 88) (:start . 87)\n (:id . 64))\n ((:tag . "FW") (:stem . "i.") (:form . "I.") (:end . 91) (:start . 89)\n (:id . 65))\n ((:tag . "NN") (:stem . "scapularis") (:form . "scapularis") (:end . 102)\n (:start . 92) (:id . 66))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 103) (:start . 102)\n (:id . 67))\n ((:tag . "NNP") (:stem . "Tcas") (:form . "Tcas") (:end . 108) (:start . 104)\n (:id . 68))\n ((:tag . "SYM") (:stem . "=") (:form . "=") (:end . 110) (:start . 109)\n (:id . 69))\n ((:tag . "FW") (:stem . "t.") (:form . "T.") (:end . 113) (:start . 111)\n (:id . 70))\n ((:tag . "NN") (:stem . "castaneum") (:form . "castaneum") (:end . 123)\n (:start . 114) (:id . 71))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 124) (:start . 123)\n (:id . 72))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 125) (:start . 124)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s9.72) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502836@unknown@formal@none@1@S@Domain structure and phylogenetic tree of tick Argonaute-2 proteins.@(((:tag . "NN") (:stem . "domain") (:form . "Domain") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 16)\n (:start . 7) (:id . 43))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 20) (:start . 17)\n (:id . 44))\n ((:tag . "JJ") (:stem . "phylogenetic") (:form . "phylogenetic") (:end . 33)\n (:start . 21) (:id . 45))\n ((:tag . "NN") (:stem . "tree") (:form . "tree") (:end . 38) (:start . 34)\n (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 41) (:start . 39)\n (:id . 47))\n ((:tag . "NN") (:stem . "tick") (:form . "tick") (:end . 46) (:start . 42)\n (:id . 48))\n ((:tag . "NN") (:stem . "argonaute-2") (:form . "Argonaute-2") (:end . 58)\n (:start . 47) (:id . 49))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 67)\n (:start . 59) (:id . 50))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 68) (:start . 67)\n (:id . 51)))@@@1@10@((:identifiers (:sid . :s9.73) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502837@unknown@formal@none@1@S@(a) The structure of the predicted Argonaute-2 proteins from I. scapularis and R. microplus in comparison to the structure of Argonaute-2 in D. melanogaster.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "The") (:end . 7) (:start . 4)\n (:id . 45))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 17)\n (:start . 8) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 20) (:start . 18)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . 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"in") (:end . 94) (:start . 92)\n (:id . 58))\n ((:tag . "NN") (:stem . "comparison") (:form . "comparison") (:end . 105)\n (:start . 95) (:id . 59))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 108) (:start . 106)\n (:id . 60))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 112) (:start . 109)\n (:id . 61))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 122)\n (:start . 113) (:id . 62))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 125) (:start . 123)\n (:id . 63))\n ((:tag . "NN") (:stem . "argonaute-2") (:form . "Argonaute-2") (:end . 137)\n (:start . 126) (:id . 64))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 140) (:start . 138)\n (:id . 65))\n ((:tag . "NNP") (:stem . "D.") (:form . "D.") (:end . 143) (:start . 141)\n (:id . 66))\n ((:tag . "NNP") (:stem . "melanogaster") (:form . "melanogaster")\n (:end . 156) (:start . 144) (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 157) (:start . 156)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s9.74) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502838@unknown@formal@none@1@S@The predicted structural property of both tick Argonaute-2 candidates is similar to the structure of the fruit fly Argonaute-2 protein.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "VBN") (:stem . "predict") (:form . "predicted") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "JJ") (:stem . "structural") (:form . "structural") (:end . 24)\n (:start . 14) (:id . 44))\n ((:tag . "NN") (:stem . "property") (:form . "property") (:end . 33)\n (:start . 25) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 36) (:start . 34)\n (:id . 46))\n ((:tag . "CC") (:stem . "both") (:form . "both") (:end . 41) (:start . 37)\n (:id . 47))\n ((:tag . "VB") (:stem . "tick") (:form . "tick") (:end . 46) (:start . 42)\n (:id . 48))\n ((:tag . "NN") (:stem . "argonaute-2") (:form . "Argonaute-2") (:end . 58)\n (:start . 47) (:id . 49))\n ((:tag . "NNS") (:stem . "candidate") (:form . "candidates") (:end . 69)\n (:start . 59) (:id . 50))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 72) (:start . 70)\n (:id . 51))\n ((:tag . "JJ") (:stem . "similar") (:form . "similar") (:end . 80)\n (:start . 73) (:id . 52))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 83) (:start . 81)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 87) (:start . 84)\n (:id . 54))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 97)\n (:start . 88) (:id . 55))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 100) (:start . 98)\n (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 104) (:start . 101)\n (:id . 57))\n ((:tag . "NN") (:stem . "fruit") (:form . "fruit") (:end . 110)\n (:start . 105) (:id . 58))\n ((:tag . "NN") (:stem . "fly") (:form . "fly") (:end . 114) (:start . 111)\n (:id . 59))\n ((:tag . "NN") (:stem . "argonaute-2") (:form . "Argonaute-2") (:end . 126)\n (:start . 115) (:id . 60))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 134)\n (:start . 127) (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 135) (:start . 134)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s9.75) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502839@unknown@formal@none@1@S@No R. microplus ORF with a Piwi domain similar to Argonaute-2 Piwi was identified.@(((:tag . "DT") (:stem . "no") (:form . "No") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "R.") (:form . "R.") (:end . 5) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "microplus") (:form . "microplus") (:end . 15)\n (:start . 6) (:id . 44))\n ((:tag . "NN") (:stem . "orf") (:form . "ORF") (:end . 19) (:start . 16)\n (:id . 45))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 24) (:start . 20)\n (:id . 46))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 26) (:start . 25)\n (:id . 47))\n ((:tag . "NNP") (:stem . "Piwi") (:form . "Piwi") (:end . 31) (:start . 27)\n (:id . 48))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 38)\n (:start . 32) (:id . 49))\n ((:tag . "JJ") (:stem . "similar") (:form . "similar") (:end . 46)\n (:start . 39) (:id . 50))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 49) (:start . 47)\n (:id . 51))\n ((:tag . "NN") (:stem . "argonaute-2") (:form . "Argonaute-2") (:end . 61)\n (:start . 50) (:id . 52))\n ((:tag . "NNP") (:stem . "Piwi") (:form . "Piwi") (:end . 66) (:start . 62)\n (:id . 53))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 70) (:start . 67)\n (:id . 54))\n ((:tag . "VBN") (:stem . "identify") (:form . "identified") (:end . 81)\n (:start . 71) (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 82) (:start . 81)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s9.76) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502840@unknown@formal@none@1@S@(b) Phylogenetic analysis of Argonaute-2 proteins (Bos = B. taurus, Cat = R. microplus, Cele = C. elegans, Dmel = D. melanogaster, Iscap = I. scapularis, Tcas = T. castaneum).@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "b") (:form . "b") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "JJ") (:stem . "phylogenetic") (:form . "Phylogenetic") (:end . 16)\n (:start . 4) (:id . 45))\n ((:tag . "NN") (:stem . "analysis") (:form . "analysis") (:end . 25)\n (:start . 17) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . 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(:end . 76) (:start . 74)\n (:id . 58))\n ((:tag . "NN") (:stem . "microplus") (:form . "microplus") (:end . 86)\n (:start . 77) (:id . 59))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 87) (:start . 86)\n (:id . 60))\n ((:tag . "NNP") (:stem . "Cele") (:form . "Cele") (:end . 92) (:start . 88)\n (:id . 61))\n ((:tag . "NNP") (:stem . "=") (:form . "=") (:end . 94) (:start . 93)\n (:id . 62))\n ((:tag . "NNP") (:stem . "C.") (:form . "C.") (:end . 97) (:start . 95)\n (:id . 63))\n ((:tag . "NNP") (:stem . "elegans") (:form . "elegans") (:end . 105)\n (:start . 98) (:id . 64))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 106) (:start . 105)\n (:id . 65))\n ((:tag . "NNP") (:stem . "Dmel") (:form . "Dmel") (:end . 111) (:start . 107)\n (:id . 66))\n ((:tag . "NNP") (:stem . "=") (:form . "=") (:end . 113) (:start . 112)\n (:id . 67))\n ((:tag . "NNP") (:stem . "D.") (:form . "D.") (:end . 116) (:start . 114)\n (:id . 68))\n ((:tag . "NNP") (:stem . "melanogaster") (:form . "melanogaster")\n (:end . 129) (:start . 117) (:id . 69))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 130) (:start . 129)\n (:id . 70))\n ((:tag . "NNP") (:stem . "Iscap") (:form . "Iscap") (:end . 136)\n (:start . 131) (:id . 71))\n ((:tag . "SYM") (:stem . "=") (:form . "=") (:end . 138) (:start . 137)\n (:id . 72))\n ((:tag . "FW") (:stem . "i.") (:form . "I.") (:end . 141) (:start . 139)\n (:id . 73))\n ((:tag . "NN") (:stem . "scapularis") (:form . "scapularis") (:end . 152)\n (:start . 142) (:id . 74))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 153) (:start . 152)\n (:id . 75))\n ((:tag . "NNP") (:stem . "Tcas") (:form . "Tcas") (:end . 158) (:start . 154)\n (:id . 76))\n ((:tag . "SYM") (:stem . "=") (:form . "=") (:end . 160) (:start . 159)\n (:id . 77))\n ((:tag . "FW") (:stem . "t.") (:form . "T.") (:end . 163) (:start . 161)\n (:id . 78))\n ((:tag . "NN") (:stem . "castaneum") (:form . "castaneum") (:end . 173)\n (:start . 164) (:id . 79))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 174) (:start . 173)\n (:id . 80))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 175) (:start . 174)\n (:id . 81)))@@@1@40@((:identifiers (:sid . :s9.77) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502841@unknown@formal@none@1@S@Figure 2a summarizes the domain structure of the identified tick Ago-1 proteins.@(((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "2a") (:form . "2a") (:end . 9) (:start . 7)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "summarize") (:form . "summarizes") (:end . 20)\n (:start . 10) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 24) (:start . 21)\n (:id . 45))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 31)\n (:start . 25) (:id . 46))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 41)\n (:start . 32) (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 44) (:start . 42)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 48) (:start . 45)\n (:id . 49))\n ((:tag . "VBN") (:stem . "identify") (:form . "identified") (:end . 59)\n (:start . 49) (:id . 50))\n ((:tag . "NN") (:stem . "tick") (:form . "tick") (:end . 64) (:start . 60)\n (:id . 51))\n ((:tag . "NN") (:stem . "ago-1") (:form . "Ago-1") (:end . 70) (:start . 65)\n (:id . 52))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 79)\n (:start . 71) (:id . 53))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 80) (:start . 79)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s9.78) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502842@unknown@formal@none@1@S@The cattle tick Argonaute-1 protein (Cat-Ago-1) is partially encoded by two ESTs (Figure 2a).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "cattle") (:form . "cattle") (:end . 10)\n (:start . 4) (:id . 43))\n ((:tag . "VBP") (:stem . "tick") (:form . "tick") (:end . 15) (:start . 11)\n (:id . 44))\n ((:tag . "NN") (:stem . "argonaute-1") (:form . "Argonaute-1") (:end . 27)\n (:start . 16) (:id . 45))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 35)\n (:start . 28) (:id . 46))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 37) (:start . 36)\n (:id . 47))\n ((:tag . "NN") (:stem . "cat-ago-1") (:form . "Cat-Ago-1") (:end . 46)\n (:start . 37) (:id . 48))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 47) (:start . 46)\n (:id . 49))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 50) (:start . 48)\n (:id . 50))\n ((:tag . "RB") (:stem . "partially") (:form . "partially") (:end . 60)\n (:start . 51) (:id . 51))\n ((:tag . "VBN") (:stem . "encode") (:form . "encoded") (:end . 68)\n (:start . 61) (:id . 52))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 71) (:start . 69)\n (:id . 53))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 75) (:start . 72)\n (:id . 54))\n ((:tag . "NNS") (:stem . "est") (:form . "ESTs") (:end . 80) (:start . 76)\n (:id . 55))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 82) (:start . 81)\n (:id . 56))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 88)\n (:start . 82) (:id . 57))\n ((:tag . "NN") (:stem . "2a") (:form . "2a") (:end . 91) (:start . 89)\n (:id . 58))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 92) (:start . 91)\n (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 93) (:start . 92)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s9.79) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502843@unknown@formal@none@1@S@TC13769 encodes an ORF of 352aa containing the DUF1785 domain located from aa 162 to 213 and a PAZ domain from aa 226 to 350.@(((:tag . "NNP") (:stem . "TC13769") (:form . "TC13769") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "VBZ") (:stem . "encode") (:form . "encodes") (:end . 15)\n (:start . 8) (:id . 43))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 18) (:start . 16)\n (:id . 44))\n ((:tag . "NN") (:stem . "orf") (:form . "ORF") (:end . 22) (:start . 19)\n (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 25) (:start . 23)\n (:id . 46))\n ((:tag . "NN") (:stem . "352aa") (:form . "352aa") (:end . 31) (:start . 26)\n (:id . 47))\n ((:tag . "VBG") (:stem . "contain") (:form . "containing") (:end . 42)\n (:start . 32) (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 46) (:start . 43)\n (:id . 49))\n ((:tag . "NN") (:stem . "duf1785") (:form . "DUF1785") (:end . 54)\n (:start . 47) (:id . 50))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 61)\n (:start . 55) (:id . 51))\n ((:tag . "JJ") (:stem . "located") (:form . "located") (:end . 69)\n (:start . 62) (:id . 52))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 74) (:start . 70)\n (:id . 53))\n ((:tag . "NNS") (:stem . "aa") (:form . "aa") (:end . 77) (:start . 75)\n (:id . 54))\n ((:tag . "CD") (:stem . "162") (:form . "162") (:end . 81) (:start . 78)\n (:id . 55))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 84) (:start . 82)\n (:id . 56))\n ((:tag . "CD") (:stem . "213") (:form . "213") (:end . 88) (:start . 85)\n (:id . 57))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 92) (:start . 89)\n (:id . 58))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 94) (:start . 93)\n (:id . 59))\n ((:tag . "NNP") (:stem . "PAZ") (:form . "PAZ") (:end . 98) (:start . 95)\n (:id . 60))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 105)\n (:start . 99) (:id . 61))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 110) (:start . 106)\n (:id . 62))\n ((:tag . "NN") (:stem . "aa") (:form . "aa") (:end . 113) (:start . 111)\n (:id . 63))\n ((:tag . "CD") (:stem . "226") (:form . "226") (:end . 117) (:start . 114)\n (:id . 64))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 120) (:start . 118)\n (:id . 65))\n ((:tag . "CD") (:stem . "350") (:form . "350") (:end . 124) (:start . 121)\n (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 125) (:start . 124)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s9.80) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502844@unknown@formal@none@1@S@A pairwise alignment using blastp showed 43% identity with the respective domains of D. melanogaster Argonaute-1 protein.@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "pairwise") (:form . "pairwise") (:end . 10)\n (:start . 2) (:id . 43))\n ((:tag . "NN") (:stem . "alignment") (:form . "alignment") (:end . 20)\n (:start . 11) (:id . 44))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 26) (:start . 21)\n (:id . 45))\n ((:tag . "NN") (:stem . "blastp") (:form . "blastp") (:end . 33)\n (:start . 27) (:id . 46))\n ((:tag . "VBD") (:stem . "show") (:form . "showed") (:end . 40) (:start . 34)\n (:id . 47))\n ((:tag . "CD") (:stem . "43") (:form . "43") (:end . 43) (:start . 41)\n (:id . 48))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 44) (:start . 43)\n (:id . 49))\n ((:tag . "NN") (:stem . "identity") (:form . "identity") (:end . 53)\n (:start . 45) (:id . 50))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 58) (:start . 54)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 62) (:start . 59)\n (:id . 52))\n ((:tag . "JJ") (:stem . "respective") (:form . "respective") (:end . 73)\n (:start . 63) (:id . 53))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 81)\n (:start . 74) (:id . 54))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 84) (:start . 82)\n (:id . 55))\n ((:tag . "NNP") (:stem . "D.") (:form . "D.") (:end . 87) (:start . 85)\n (:id . 56))\n ((:tag . "NNP") (:stem . "melanogaster") (:form . "melanogaster")\n (:end . 100) (:start . 88) (:id . 57))\n ((:tag . "NN") (:stem . "argonaute-1") (:form . "Argonaute-1") (:end . 112)\n (:start . 101) (:id . 58))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 120)\n (:start . 113) (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 121) (:start . 120)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s9.81) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502845@unknown@formal@none@1@S@Another EST, TC6448 encodes the putative Piwi domain of the Cat-Ago-1 protein, which has 46% identity with the Piwi domain of D. melanogaster Ago-1.@(((:tag . "DT") (:stem . "another") (:form . "Another") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "EST") (:form . "EST") (:end . 11) (:start . 8)\n (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 44))\n ((:tag . "NN") (:stem . "tc6448") (:form . "TC6448") (:end . 19)\n (:start . 13) (:id . 45))\n ((:tag . "VBZ") (:stem . "encode") (:form . "encodes") (:end . 27)\n (:start . 20) (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 31) (:start . 28)\n (:id . 47))\n ((:tag . "JJ") (:stem . "putative") (:form . "putative") (:end . 40)\n (:start . 32) (:id . 48))\n ((:tag . "NNP") (:stem . "Piwi") (:form . "Piwi") (:end . 45) (:start . 41)\n (:id . 49))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 52)\n (:start . 46) (:id . 50))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 55) (:start . 53)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 59) (:start . 56)\n (:id . 52))\n ((:tag . "NN") (:stem . "cat-ago-1") (:form . "Cat-Ago-1") (:end . 69)\n (:start . 60) (:id . 53))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 77)\n (:start . 70) (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 78) (:start . 77)\n (:id . 55))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 84) (:start . 79)\n (:id . 56))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 88) (:start . 85)\n (:id . 57))\n ((:tag . "CD") (:stem . "46") (:form . "46") (:end . 91) (:start . 89)\n (:id . 58))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 92) (:start . 91)\n (:id . 59))\n ((:tag . "NN") (:stem . "identity") (:form . "identity") (:end . 101)\n (:start . 93) (:id . 60))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 106) (:start . 102)\n (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 110) (:start . 107)\n (:id . 62))\n ((:tag . "NNP") (:stem . "Piwi") (:form . "Piwi") (:end . 115) (:start . 111)\n (:id . 63))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 122)\n (:start . 116) (:id . 64))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 125) (:start . 123)\n (:id . 65))\n ((:tag . "NNP") (:stem . "D.") (:form . "D.") (:end . 128) (:start . 126)\n (:id . 66))\n ((:tag . "NNP") (:stem . "melanogaster") (:form . "melanogaster")\n (:end . 141) (:start . 129) (:id . 67))\n ((:tag . "NN") (:stem . "ago-1") (:form . "Ago-1") (:end . 147)\n (:start . 142) (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 148) (:start . 147)\n (:id . 69)))@@@1@28@((:hcues ((:id . :x9.82.1) (:span 32 40)))\n (:hscopes ((:id . :x9.82.1) (:span 32 77)))\n (:identifiers (:sid . :s9.82) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502846@unknown@formal@none@1@S@The Piwi domain encoded in TC6448 is located from aa 120 to 430.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "Piwi") (:form . "Piwi") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 15) (:start . 9)\n (:id . 44))\n ((:tag . "VBN") (:stem . "encode") (:form . "encoded") (:end . 23)\n (:start . 16) (:id . 45))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 26) (:start . 24)\n (:id . 46))\n ((:tag . "NN") (:stem . "tc6448") (:form . "TC6448") (:end . 33)\n (:start . 27) (:id . 47))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 36) (:start . 34)\n (:id . 48))\n ((:tag . "JJ") (:stem . "located") (:form . "located") (:end . 44)\n (:start . 37) (:id . 49))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 49) (:start . 45)\n (:id . 50))\n ((:tag . "NN") (:stem . "aa") (:form . "aa") (:end . 52) (:start . 50)\n (:id . 51))\n ((:tag . "CD") (:stem . "120") (:form . "120") (:end . 56) (:start . 53)\n (:id . 52))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 59) (:start . 57)\n (:id . 53))\n ((:tag . "CD") (:stem . "430") (:form . "430") (:end . 63) (:start . 60)\n (:id . 54))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 64) (:start . 63)\n (:id . 55)))@@@1@14@((:identifiers (:sid . :s9.83) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502847@unknown@formal@none@1@S@The I. scapularis contig ABJB010128003.1 (Iscap-Ago-1) encodes an ORF of 967aa containing all three known domains of Ago-1 proteins (Figure 2a).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "I.") (:form . "I.") (:end . 6) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "scapularis") (:form . "scapularis") (:end . 17)\n (:start . 7) (:id . 44))\n ((:tag . "NN") (:stem . "contig") (:form . "contig") (:end . 24)\n (:start . 18) (:id . 45))\n ((:tag . "NNP") (:stem . "ABJB010128003.1") (:form . "ABJB010128003.1")\n (:end . 40) (:start . 25) (:id . 46))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 42) (:start . 41)\n (:id . 47))\n ((:tag . "NN") (:stem . "iscap-ago-1") (:form . "Iscap-Ago-1") (:end . 53)\n (:start . 42) (:id . 48))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 54) (:start . 53)\n (:id . 49))\n ((:tag . "VBZ") (:stem . "encode") (:form . "encodes") (:end . 62)\n (:start . 55) (:id . 50))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 65) (:start . 63)\n (:id . 51))\n ((:tag . "NN") (:stem . "orf") (:form . "ORF") (:end . 69) (:start . 66)\n (:id . 52))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 72) (:start . 70)\n (:id . 53))\n ((:tag . "NN") (:stem . "967aa") (:form . "967aa") (:end . 78) (:start . 73)\n (:id . 54))\n ((:tag . "VBG") (:stem . "contain") (:form . "containing") (:end . 89)\n (:start . 79) (:id . 55))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 93) (:start . 90)\n (:id . 56))\n ((:tag . "CD") (:stem . "three") (:form . "three") (:end . 99) (:start . 94)\n (:id . 57))\n ((:tag . "VBN") (:stem . "know") (:form . "known") (:end . 105)\n (:start . 100) (:id . 58))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 113)\n (:start . 106) (:id . 59))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 116) (:start . 114)\n (:id . 60))\n ((:tag . "NN") (:stem . "ago-1") (:form . "Ago-1") (:end . 122)\n (:start . 117) (:id . 61))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 131)\n (:start . 123) (:id . 62))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 133) (:start . 132)\n (:id . 63))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 139)\n (:start . 133) (:id . 64))\n ((:tag . "NN") (:stem . "2a") (:form . "2a") (:end . 142) (:start . 140)\n (:id . 65))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 143) (:start . 142)\n (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 144) (:start . 143)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s9.84) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502848@unknown@formal@none@1@S@The PAZ domain of Iscap-Ago-1 has 41% and 47% similarity with the PAZ domains of Dmel-Ago-1 and Cat-Ago-1, respectively.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "PAZ") (:form . "PAZ") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 14) (:start . 8)\n (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 17) (:start . 15)\n (:id . 45))\n ((:tag . "NNP") (:stem . "Iscap-Ago-1") (:form . "Iscap-Ago-1") (:end . 29)\n (:start . 18) (:id . 46))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 33) (:start . 30)\n (:id . 47))\n ((:tag . "CD") (:stem . "41") (:form . "41") (:end . 36) (:start . 34)\n (:id . 48))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 37) (:start . 36)\n (:id . 49))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 41) (:start . 38)\n (:id . 50))\n ((:tag . "CD") (:stem . "47") (:form . "47") (:end . 44) (:start . 42)\n (:id . 51))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 45) (:start . 44)\n (:id . 52))\n ((:tag . "NN") (:stem . "similarity") (:form . "similarity") (:end . 56)\n (:start . 46) (:id . 53))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 61) (:start . 57)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 65) (:start . 62)\n (:id . 55))\n ((:tag . "NNP") (:stem . "PAZ") (:form . "PAZ") (:end . 69) (:start . 66)\n (:id . 56))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 77)\n (:start . 70) (:id . 57))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 80) (:start . 78)\n (:id . 58))\n ((:tag . "NN") (:stem . "dmel-ago-1") (:form . "Dmel-Ago-1") (:end . 91)\n (:start . 81) (:id . 59))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 95) (:start . 92)\n (:id . 60))\n ((:tag . "NN") (:stem . "cat-ago-1") (:form . "Cat-Ago-1") (:end . 105)\n (:start . 96) (:id . 61))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 106) (:start . 105)\n (:id . 62))\n ((:tag . "RB") (:stem . "respectively") (:form . "respectively") (:end . 119)\n (:start . 107) (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 120) (:start . 119)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s9.85) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502849@unknown@formal@none@1@S@Interestingly, the Piwi domain of Iscap-Ago-1 shows a higher sequence similarity, being 52% and 57% identical to its counterpart in Drosophila and cattle tick.@(((:tag . "RB") (:stem . "interestingly") (:form . "Interestingly")\n (:end . 13) (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 14) (:start . 13)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 18) (:start . 15)\n (:id . 44))\n ((:tag . "NNP") (:stem . "Piwi") (:form . "Piwi") (:end . 23) (:start . 19)\n (:id . 45))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 30)\n (:start . 24) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 33) (:start . 31)\n (:id . 47))\n ((:tag . "NNP") (:stem . "Iscap-Ago-1") (:form . "Iscap-Ago-1") (:end . 45)\n (:start . 34) (:id . 48))\n ((:tag . "VBZ") (:stem . "show") (:form . "shows") (:end . 51) (:start . 46)\n (:id . 49))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 53) (:start . 52)\n (:id . 50))\n ((:tag . "JJR") (:stem . "high") (:form . "higher") (:end . 60) (:start . 54)\n (:id . 51))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 69)\n (:start . 61) (:id . 52))\n ((:tag . "NN") (:stem . "similarity") (:form . "similarity") (:end . 80)\n (:start . 70) (:id . 53))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 81) (:start . 80)\n (:id . 54))\n ((:tag . "VBG") (:stem . "be") (:form . "being") (:end . 87) (:start . 82)\n (:id . 55))\n ((:tag . "CD") (:stem . "52") (:form . "52") (:end . 90) (:start . 88)\n (:id . 56))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 91) (:start . 90)\n (:id . 57))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 95) (:start . 92)\n (:id . 58))\n ((:tag . "CD") (:stem . "57") (:form . "57") (:end . 98) (:start . 96)\n (:id . 59))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 99) (:start . 98)\n (:id . 60))\n ((:tag . "JJ") (:stem . "identical") (:form . "identical") (:end . 109)\n (:start . 100) (:id . 61))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 112) (:start . 110)\n (:id . 62))\n ((:tag . "PRP$") (:stem . "its") (:form . "its") (:end . 116) (:start . 113)\n (:id . 63))\n ((:tag . "NN") (:stem . "counterpart") (:form . "counterpart") (:end . 128)\n (:start . 117) (:id . 64))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 131) (:start . 129)\n (:id . 65))\n ((:tag . "NNP") (:stem . "Drosophila") (:form . "Drosophila") (:end . 142)\n (:start . 132) (:id . 66))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 146) (:start . 143)\n (:id . 67))\n ((:tag . "NNS") (:stem . "cattle") (:form . "cattle") (:end . 153)\n (:start . 147) (:id . 68))\n ((:tag . "VBP") (:stem . "tick") (:form . "tick") (:end . 158) (:start . 154)\n (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 159) (:start . 158)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s9.86) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502850@unknown@formal@none@1@S@Based on the multiple sequence alignments of the DUF1785 and PAZ of the Argonaute-1 proteins a clustering of I. scapularis and R. microplus is observed (Figure 2b).@(((:tag . "VBN") (:stem . "base") (:form . "Based") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 8) (:start . 6)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 12) (:start . 9)\n (:id . 44))\n ((:tag . "JJ") (:stem . "multiple") (:form . "multiple") (:end . 21)\n (:start . 13) (:id . 45))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 30)\n (:start . 22) (:id . 46))\n ((:tag . "NNS") (:stem . "alignment") (:form . "alignments") (:end . 41)\n (:start . 31) (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 44) (:start . 42)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 48) (:start . 45)\n (:id . 49))\n ((:tag . "NNP") (:stem . "DUF1785") (:form . "DUF1785") (:end . 56)\n (:start . 49) (:id . 50))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 60) (:start . 57)\n (:id . 51))\n ((:tag . "NNP") (:stem . "PAZ") (:form . "PAZ") (:end . 64) (:start . 61)\n (:id . 52))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 67) (:start . 65)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 71) (:start . 68)\n (:id . 54))\n ((:tag . "NN") (:stem . "argonaute-1") (:form . "Argonaute-1") (:end . 83)\n (:start . 72) (:id . 55))\n ((:tag . "VBZ") (:stem . "protein") (:form . "proteins") (:end . 92)\n (:start . 84) (:id . 56))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 94) (:start . 93)\n (:id . 57))\n ((:tag . "NN") (:stem . "clustering") (:form . "clustering") (:end . 105)\n (:start . 95) (:id . 58))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 108) (:start . 106)\n (:id . 59))\n ((:tag . "NNP") (:stem . "I.") (:form . "I.") (:end . 111) (:start . 109)\n (:id . 60))\n ((:tag . "NN") (:stem . "scapularis") (:form . "scapularis") (:end . 122)\n (:start . 112) (:id . 61))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 126) (:start . 123)\n (:id . 62))\n ((:tag . "NNP") (:stem . "R.") (:form . "R.") (:end . 129) (:start . 127)\n (:id . 63))\n ((:tag . "NN") (:stem . "microplus") (:form . "microplus") (:end . 139)\n (:start . 130) (:id . 64))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 142) (:start . 140)\n (:id . 65))\n ((:tag . "VBN") (:stem . "observe") (:form . "observed") (:end . 151)\n (:start . 143) (:id . 66))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 153) (:start . 152)\n (:id . 67))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 159)\n (:start . 153) (:id . 68))\n ((:tag . "NNP") (:stem . "2b") (:form . "2b") (:end . 162) (:start . 160)\n (:id . 69))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 163) (:start . 162)\n (:id . 70))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 164) (:start . 163)\n (:id . 71)))@@@1@30@((:identifiers (:sid . :s9.87) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502851@unknown@formal@none@1@S@The second cluster consists of the sequences from the insect species T. castaneum and D. melanogaster.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "second") (:form . "second") (:end . 10) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "cluster") (:form . "cluster") (:end . 18)\n (:start . 11) (:id . 44))\n ((:tag . "VBZ") (:stem . "consist") (:form . "consists") (:end . 27)\n (:start . 19) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 30) (:start . 28)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 34) (:start . 31)\n (:id . 47))\n ((:tag . "NNS") (:stem . "sequence") (:form . "sequences") (:end . 44)\n (:start . 35) (:id . 48))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 49) (:start . 45)\n (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 53) (:start . 50)\n (:id . 50))\n ((:tag . "NN") (:stem . "insect") (:form . "insect") (:end . 60)\n (:start . 54) (:id . 51))\n ((:tag . "NNS") (:stem . "specie") (:form . "species") (:end . 68)\n (:start . 61) (:id . 52))\n ((:tag . "FW") (:stem . "t.") (:form . "T.") (:end . 71) (:start . 69)\n (:id . 53))\n ((:tag . "NN") (:stem . "castaneum") (:form . "castaneum") (:end . 81)\n (:start . 72) (:id . 54))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 85) (:start . 82)\n (:id . 55))\n ((:tag . "NNP") (:stem . "D.") (:form . "D.") (:end . 88) (:start . 86)\n (:id . 56))\n ((:tag . "NNP") (:stem . "melanogaster") (:form . "melanogaster")\n (:end . 101) (:start . 89) (:id . 57))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 102) (:start . 101)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s9.88) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502852@unknown@formal@none@1@S@The sequences of the Argonaute-1 proteins from C. elegans and B. taurus form two separate outlying groups.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "sequence") (:form . "sequences") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 16) (:start . 14)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 20) (:start . 17)\n (:id . 45))\n ((:tag . "NN") (:stem . "argonaute-1") (:form . "Argonaute-1") (:end . 32)\n (:start . 21) (:id . 46))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 41)\n (:start . 33) (:id . 47))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 46) (:start . 42)\n (:id . 48))\n ((:tag . "NNP") (:stem . "C.") (:form . "C.") (:end . 49) (:start . 47)\n (:id . 49))\n ((:tag . "NNP") (:stem . "elegans") (:form . "elegans") (:end . 57)\n (:start . 50) (:id . 50))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 61) (:start . 58)\n (:id . 51))\n ((:tag . "NNP") (:stem . "B.") (:form . "B.") (:end . 64) (:start . 62)\n (:id . 52))\n ((:tag . "NNS") (:stem . "tauru") (:form . "taurus") (:end . 71)\n (:start . 65) (:id . 53))\n ((:tag . "VBP") (:stem . "form") (:form . "form") (:end . 76) (:start . 72)\n (:id . 54))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 80) (:start . 77)\n (:id . 55))\n ((:tag . "JJ") (:stem . "separate") (:form . "separate") (:end . 89)\n (:start . 81) (:id . 56))\n ((:tag . "VBG") (:stem . "outlye") (:form . "outlying") (:end . 98)\n (:start . 90) (:id . 57))\n ((:tag . "NNS") (:stem . "group") (:form . "groups") (:end . 105)\n (:start . 99) (:id . 58))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 106) (:start . 105)\n (:id . 59)))@@@1@18@((:identifiers (:sid . :s9.89) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502853@unknown@formal@none@1@S@Figure 3a summarizes the domain structure of the identified tick Ago-2 proteins.@(((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "3a") (:form . "3a") (:end . 9) (:start . 7)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "summarize") (:form . "summarizes") (:end . 20)\n (:start . 10) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 24) (:start . 21)\n (:id . 45))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 31)\n (:start . 25) (:id . 46))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 41)\n (:start . 32) (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 44) (:start . 42)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 48) (:start . 45)\n (:id . 49))\n ((:tag . "VBN") (:stem . "identify") (:form . "identified") (:end . 59)\n (:start . 49) (:id . 50))\n ((:tag . "NN") (:stem . "tick") (:form . "tick") (:end . 64) (:start . 60)\n (:id . 51))\n ((:tag . "NN") (:stem . "ago-2") (:form . "Ago-2") (:end . 70) (:start . 65)\n (:id . 52))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 79)\n (:start . 71) (:id . 53))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 80) (:start . 79)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s9.90) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502854@unknown@formal@none@1@S@TC8091 represents a putative cattle tick Argonaute-2 protein (Cat-Ago-2) encoding an ORF of 269aa harboring the DUF1785 and PAZ domains located from aa 81 to 134 and aa 135 to 269 (27% identity), respectively.@(((:tag . "NNP") (:stem . "TC8091") (:form . "TC8091") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "represent") (:form . "represents") (:end . 17)\n (:start . 7) (:id . 43))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 19) (:start . 18)\n (:id . 44))\n ((:tag . "JJ") (:stem . "putative") (:form . "putative") (:end . 28)\n (:start . 20) (:id . 45))\n ((:tag . "NNS") (:stem . "cattle") (:form . "cattle") (:end . 35)\n (:start . 29) (:id . 46))\n ((:tag . "VBP") (:stem . "tick") (:form . "tick") (:end . 40) (:start . 36)\n (:id . 47))\n ((:tag . "NN") (:stem . "argonaute-2") (:form . "Argonaute-2") (:end . 52)\n (:start . 41) (:id . 48))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 60)\n (:start . 53) (:id . 49))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 62) (:start . 61)\n (:id . 50))\n ((:tag . "NN") (:stem . "cat-ago-2") (:form . "Cat-Ago-2") (:end . 71)\n (:start . 62) (:id . 51))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 72) (:start . 71)\n (:id . 52))\n ((:tag . "VBG") (:stem . "encode") (:form . "encoding") (:end . 81)\n (:start . 73) (:id . 53))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 84) (:start . 82)\n (:id . 54))\n ((:tag . "NN") (:stem . "orf") (:form . "ORF") (:end . 88) (:start . 85)\n (:id . 55))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 91) (:start . 89)\n (:id . 56))\n ((:tag . "NN") (:stem . "269aa") (:form . "269aa") (:end . 97) (:start . 92)\n (:id . 57))\n ((:tag . "VBG") (:stem . "harbor") (:form . "harboring") (:end . 107)\n (:start . 98) (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 111) (:start . 108)\n (:id . 59))\n ((:tag . "NNP") (:stem . "DUF1785") (:form . "DUF1785") (:end . 119)\n (:start . 112) (:id . 60))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 123) (:start . 120)\n (:id . 61))\n ((:tag . "NNP") (:stem . "PAZ") (:form . "PAZ") (:end . 127) (:start . 124)\n (:id . 62))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 135)\n (:start . 128) (:id . 63))\n ((:tag . "VBN") (:stem . "locate") (:form . "located") (:end . 143)\n (:start . 136) (:id . 64))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 148) (:start . 144)\n (:id . 65))\n ((:tag . "NN") (:stem . "aa") (:form . "aa") (:end . 151) (:start . 149)\n (:id . 66))\n ((:tag . "CD") (:stem . "81") (:form . "81") (:end . 154) (:start . 152)\n (:id . 67))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 157) (:start . 155)\n (:id . 68))\n ((:tag . "CD") (:stem . "134") (:form . "134") (:end . 161) (:start . 158)\n (:id . 69))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 165) (:start . 162)\n (:id . 70))\n ((:tag . "NN") (:stem . "aa") (:form . "aa") (:end . 168) (:start . 166)\n (:id . 71))\n ((:tag . "CD") (:stem . "135") (:form . "135") (:end . 172) (:start . 169)\n (:id . 72))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 175) (:start . 173)\n (:id . 73))\n ((:tag . "CD") (:stem . "269") (:form . "269") (:end . 179) (:start . 176)\n (:id . 74))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 181) (:start . 180)\n (:id . 75))\n ((:tag . "CD") (:stem . "27") (:form . "27") (:end . 183) (:start . 181)\n (:id . 76))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 184) (:start . 183)\n (:id . 77))\n ((:tag . "NN") (:stem . "identity") (:form . "identity") (:end . 193)\n (:start . 185) (:id . 78))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 194) (:start . 193)\n (:id . 79))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 195) (:start . 194)\n (:id . 80))\n ((:tag . "RB") (:stem . "respectively") (:form . "respectively") (:end . 208)\n (:start . 196) (:id . 81))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 209) (:start . 208)\n (:id . 82)))@@@1@41@((:identifiers (:sid . :s9.91) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502855@unknown@formal@none@1@S@The R. microplus Ago-2 homologue TC984 (TC9244/TC16832, BmiGI2) identified by de la Fuente et al [37] was also confirmed in our search and appears to encode a Piwi domain.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "R.") (:form . "R.") (:end . 6) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "microplus") (:form . "microplus") (:end . 16)\n (:start . 7) (:id . 44))\n ((:tag . "NN") (:stem . "ago-2") (:form . "Ago-2") (:end . 22) (:start . 17)\n (:id . 45))\n ((:tag . "NN") (:stem . "homologue") (:form . "homologue") (:end . 32)\n (:start . 23) (:id . 46))\n ((:tag . "NN") (:stem . "tc984") (:form . "TC984") (:end . 38) (:start . 33)\n (:id . 47))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 40) (:start . 39)\n (:id . 48))\n ((:tag . "NNP") (:stem . "TC9244/TC16832") (:form . "TC9244/TC16832")\n (:end . 54) (:start . 40) (:id . 49))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 55) (:start . 54)\n (:id . 50))\n ((:tag . "NNP") (:stem . "BmiGI2") (:form . "BmiGI2") (:end . 62)\n (:start . 56) (:id . 51))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 63) (:start . 62)\n (:id . 52))\n ((:tag . "VBN") (:stem . "identify") (:form . "identified") (:end . 74)\n (:start . 64) (:id . 53))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 77) (:start . 75)\n (:id . 54))\n ((:tag . "FW") (:stem . "de") (:form . "de") (:end . 80) (:start . 78)\n (:id . 55))\n ((:tag . "FW") (:stem . "la") (:form . "la") (:end . 83) (:start . 81)\n (:id . 56))\n ((:tag . "NNP") (:stem . "Fuente") (:form . "Fuente") (:end . 90)\n (:start . 84) (:id . 57))\n ((:tag . "FW") (:stem . "et") (:form . "et") (:end . 93) (:start . 91)\n (:id . 58))\n ((:tag . "FW") (:stem . "al") (:form . "al") (:end . 96) (:start . 94)\n (:id . 59))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 98) (:start . 97)\n (:id . 60))\n ((:tag . "CD") (:stem . "37") (:form . "37") (:end . 100) (:start . 98)\n (:id . 61))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 101) (:start . 100)\n (:id . 62))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 105) (:start . 102)\n (:id . 63))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 110) (:start . 106)\n (:id . 64))\n ((:tag . "VBN") (:stem . "confirm") (:form . "confirmed") (:end . 120)\n (:start . 111) (:id . 65))\n ((:tag . "IN") (:stem . "in") (:form . 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"NN") (:stem . "argonaute-2") (:form . "Argonaute-2") (:end . 171)\n (:start . 160) (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 172) (:start . 171)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s9.93) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502857@unknown@formal@none@1@S@The I. scapularis contig ABJB010009424.1 (Iscap-Ago-2, Figure 3a) encodes an ORF of 896aa consisting of a DUF1785 domain from aa 304 to 357, a PAZ domain from aa 358 to 498 and a Piwi domain located in the region from aa 640 to 896.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "I.") (:form . "I.") (:end . 6) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "scapularis") (:form . "scapularis") (:end . 17)\n (:start . 7) (:id . 44))\n ((:tag . "NN") (:stem . "contig") (:form . "contig") (:end . 24)\n (:start . 18) (:id . 45))\n ((:tag . "NNP") (:stem . 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"357") (:end . 139) (:start . 136)\n (:id . 67))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 140) (:start . 139)\n (:id . 68))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 142) (:start . 141)\n (:id . 69))\n ((:tag . "NNP") (:stem . "PAZ") (:form . "PAZ") (:end . 146) (:start . 143)\n (:id . 70))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 153)\n (:start . 147) (:id . 71))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 158) (:start . 154)\n (:id . 72))\n ((:tag . "NN") (:stem . "aa") (:form . "aa") (:end . 161) (:start . 159)\n (:id . 73))\n ((:tag . "CD") (:stem . "358") (:form . "358") (:end . 165) (:start . 162)\n (:id . 74))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 168) (:start . 166)\n (:id . 75))\n ((:tag . "CD") (:stem . "498") (:form . "498") (:end . 172) (:start . 169)\n (:id . 76))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 176) (:start . 173)\n (:id . 77))\n ((:tag . "DT") (:stem . "a") (:form . 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")") (:stem . "]") (:form . "]") (:end . 143) (:start . 142)\n (:id . 65))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 144) (:start . 143)\n (:id . 66))\n ((:tag . "CD") (:stem . "41") (:form . "41") (:end . 147) (:start . 145)\n (:id . 67))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 148) (:start . 147)\n (:id . 68))\n ((:tag . "NN") (:stem . "identity") (:form . "identity") (:end . 157)\n (:start . 149) (:id . 69))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 158) (:start . 157)\n (:id . 70))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 167)\n (:start . 159) (:id . 71))\n ((:tag . "VBD") (:stem . "reveal") (:form . "revealed") (:end . 176)\n (:start . 168) (:id . 72))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 178) (:start . 177)\n (:id . 73))\n ((:tag . "JJR") (:stem . "high") (:form . "higher") (:end . 185)\n (:start . 179) (:id . 74))\n ((:tag . "NN") (:stem . "homology") (:form . "homology") (:end . 194)\n (:start . 186) (:id . 75))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 202)\n (:start . 195) (:id . 76))\n ((:tag . "NN") (:stem . "iscap-ago-2") (:form . "Iscap-Ago-2") (:end . 214)\n (:start . 203) (:id . 77))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 218) (:start . 215)\n (:id . 78))\n ((:tag . "NN") (:stem . "dmel-ago-1") (:form . "Dmel-Ago-1") (:end . 229)\n (:start . 219) (:id . 79))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 230) (:start . 229)\n (:id . 80))\n ((:tag . "RB") (:stem . "nevertheless") (:form . "nevertheless") (:end . 243)\n (:start . 231) (:id . 81))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 247) (:start . 244)\n (:id . 82))\n ((:tag . "VBN") (:stem . "predict") (:form . "predicted") (:end . 257)\n (:start . 248) (:id . 83))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 264)\n (:start . 258) (:id . 84))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 274)\n (:start . 265) (:id . 85))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 277) (:start . 275)\n (:id . 86))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 282) (:start . 278)\n (:id . 87))\n ((:tag . "JJ") (:stem . "putative") (:form . "putative") (:end . 291)\n (:start . 283) (:id . 88))\n ((:tag . "NNP") (:stem . "I.") (:form . "I.") (:end . 294) (:start . 292)\n (:id . 89))\n ((:tag . "NNP") (:stem . "scapularis") (:form . "scapularis") (:end . 305)\n (:start . 295) (:id . 90))\n ((:tag . "NNP") (:stem . "Argonaute") (:form . "Argonaute") (:end . 315)\n (:start . 306) (:id . 91))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 319) (:start . 316)\n (:id . 92))\n ((:tag . "RBR") (:stem . "more") (:form . "more") (:end . 324) (:start . 320)\n (:id . 93))\n ((:tag . "JJ") (:stem . "similar") (:form . "similar") (:end . 332)\n (:start . 325) (:id . 94))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 335) (:start . 333)\n (:id . 95))\n ((:tag . "NNP") (:stem . "Dmel-Ago-2") (:form . "Dmel-Ago-2") (:end . 346)\n (:start . 336) (:id . 96))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 348) (:start . 347)\n (:id . 97))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 354)\n (:start . 348) (:id . 98))\n ((:tag . "NN") (:stem . "3a") (:form . "3a") (:end . 357) (:start . 355)\n (:id . 99))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 358) (:start . 357)\n (:id . 100))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 359) (:start . 358)\n (:id . 101)))@@@1@60@((:identifiers (:sid . :s9.95) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502859@unknown@formal@none@1@S@The phylogenetic tree of the Argonaute-2 proteins shows three clusters (Figure 3b).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . 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"Figure") (:end . 78)\n (:start . 72) (:id . 53))\n ((:tag . "NN") (:stem . "3b") (:form . "3b") (:end . 81) (:start . 79)\n (:id . 54))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 82) (:start . 81)\n (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 83) (:start . 82)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s9.96) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502860@unknown@formal@none@1@S@The I. scapularis and R. microplus sequences group together, the second cluster consists of the Argonaute-2 proteins from D. melanogaster and T. castaneum, and in the third group the sequences from C. elegans and B. taurus are clustered.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "I.") (:form . "I.") (:end . 6) (:start . 4)\n (:id . 43))\n ((:tag . "NNP") (:stem . "scapularis") (:form . 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(:end . 237) (:start . 236)\n (:id . 82)))@@@1@41@((:identifiers (:sid . :s9.97) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502861@unknown@formal@none@1@S@Available R. microplus ESTs and I. scapularis genomic contigs were screened for homologous genes to C. elegans proteins involved in RNAi systemic spread (Rsd-2, Rsd-3, and Rsd-6) and dsRNA uptake (Epn-1) (Table 1).@(((:tag . "NNP") (:stem . "Available") (:form . "Available") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "R.") (:form . "R.") (:end . 12) (:start . 10)\n (:id . 43))\n ((:tag . "NN") (:stem . "microplus") (:form . "microplus") (:end . 22)\n (:start . 13) (:id . 44))\n ((:tag . "NNP") (:stem . "ESTs") (:form . "ESTs") (:end . 27) (:start . 23)\n (:id . 45))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 31) (:start . 28)\n (:id . 46))\n ((:tag . "NNP") (:stem . "I.") (:form . "I.") 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"(") (:end . 205) (:start . 204)\n (:id . 79))\n ((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 210)\n (:start . 205) (:id . 80))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 212) (:start . 211)\n (:id . 81))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 213) (:start . 212)\n (:id . 82))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 214) (:start . 213)\n (:id . 83)))@@@1@42@((:identifiers (:sid . :s9.98) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502862@unknown@formal@none@1@S@We identified putative hits to Rsd-3 and Epn-1 in both R. microplus and I. scapularis with 45% and 48% (Rsd-3) and 71% and 43% (Epn-1) identities, respectively.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "identify") (:form . "identified") (:end . 13)\n (:start . 3) (:id . 43))\n ((:tag . "JJ") (:stem . "putative") (:form . 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(:form . "I.") (:end . 74) (:start . 72)\n (:id . 55))\n ((:tag . "NN") (:stem . "scapularis") (:form . "scapularis") (:end . 85)\n (:start . 75) (:id . 56))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 90) (:start . 86)\n (:id . 57))\n ((:tag . "CD") (:stem . "45") (:form . "45") (:end . 93) (:start . 91)\n (:id . 58))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 94) (:start . 93)\n (:id . 59))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 98) (:start . 95)\n (:id . 60))\n ((:tag . "CD") (:stem . "48") (:form . "48") (:end . 101) (:start . 99)\n (:id . 61))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 102) (:start . 101)\n (:id . 62))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 104) (:start . 103)\n (:id . 63))\n ((:tag . "NNP") (:stem . "Rsd-3") (:form . "Rsd-3") (:end . 109)\n (:start . 104) (:id . 64))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 110) (:start . 109)\n (:id . 65))\n ((:tag . "CC") (:stem . "and") (:form . 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"respectively") (:end . 159)\n (:start . 147) (:id . 77))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 160) (:start . 159)\n (:id . 78)))@@@1@37@((:hcues ((:id . :x9.99.1) (:span 14 22)))\n (:hscopes ((:id . :x9.99.1) (:span 14 46)))\n (:identifiers (:sid . :s9.99) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502863@unknown@formal@none@1@S@Screening for tick homologues against the 30 D. melanogaster proteins implicated in dsRNA uptake and processing [35] identified 14 and 16 homologues in R. microplus and I. scapularis, respectively, at varying levels of similarity for the 23 hits (22–91%).@(((:tag . "NN") (:stem . "screening") (:form . "Screening") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 13) (:start . 10)\n (:id . 43))\n ((:tag . "NN") (:stem . "tick") (:form . "tick") (:end . 18) (:start . 14)\n (:id . 44))\n ((:tag . "NNS") (:stem . 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")") (:stem . ")") (:form . ")") (:end . 254) (:start . 253)\n (:id . 87))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 255) (:start . 254)\n (:id . 88)))@@@1@47@((:identifiers (:sid . :s9.100) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502864@unknown@formal@none@1@S@The highest similarity was observed with dsRNA uptake homologues associated with vesicle mediated transport, intracellular transport, oogenesis, endosome transport and ATPase for both tick species (Table 1).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJS") (:stem . "high") (:form . "highest") (:end . 11) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "similarity") (:form . "similarity") (:end . 22)\n (:start . 12) (:id . 44))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 26) (:start . 23)\n (:id . 45))\n ((:tag . "VBN") (:stem . "observe") (:form . 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"for") (:end . 178) (:start . 175)\n (:id . 66))\n ((:tag . "DT") (:stem . "both") (:form . "both") (:end . 183) (:start . 179)\n (:id . 67))\n ((:tag . "JJ") (:stem . "tick") (:form . "tick") (:end . 188) (:start . 184)\n (:id . 68))\n ((:tag . "NNS") (:stem . "specie") (:form . "species") (:end . 196)\n (:start . 189) (:id . 69))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 198) (:start . 197)\n (:id . 70))\n ((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 203)\n (:start . 198) (:id . 71))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 205) (:start . 204)\n (:id . 72))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 206) (:start . 205)\n (:id . 73))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 207) (:start . 206)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s9.101) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502865@unknown@formal@none@1@S@Similarity searches with the protein sequences of the putative RNA helicases Armitage and Rm62, involved in the assembly of RISC, resulted in best hits on R. microplus sequences TC9347 and TC14966 respectively but no homologues of Spindle E were found (Table 1).@(((:tag . "NN") (:stem . "similarity") (:form . "Similarity") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "search") (:form . "searches") (:end . 19)\n (:start . 11) (:id . 43))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 24) (:start . 20)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 28) (:start . 25)\n (:id . 45))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 36)\n (:start . 29) (:id . 46))\n ((:tag . "NNS") (:stem . 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"involved") (:end . 104)\n (:start . 96) (:id . 57))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 107) (:start . 105)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 111) (:start . 108)\n (:id . 59))\n ((:tag . "NN") (:stem . "assembly") (:form . "assembly") (:end . 120)\n (:start . 112) (:id . 60))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 123) (:start . 121)\n (:id . 61))\n ((:tag . "NNP") (:stem . "RISC") (:form . "RISC") (:end . 128) (:start . 124)\n (:id . 62))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 129) (:start . 128)\n (:id . 63))\n ((:tag . "VBD") (:stem . "result") (:form . "resulted") (:end . 138)\n (:start . 130) (:id . 64))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 141) (:start . 139)\n (:id . 65))\n ((:tag . "JJS") (:stem . "good") (:form . "best") (:end . 146) (:start . 142)\n (:id . 66))\n ((:tag . "NNS") (:stem . "hit") (:form . "hits") (:end . 151) (:start . 147)\n (:id . 67))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 154) (:start . 152)\n (:id . 68))\n ((:tag . "NNP") (:stem . "R.") (:form . "R.") (:end . 157) (:start . 155)\n (:id . 69))\n ((:tag . "CC") (:stem . "microplus") (:form . "microplus") (:end . 167)\n (:start . 158) (:id . 70))\n ((:tag . "NNS") (:stem . "sequence") (:form . "sequences") (:end . 177)\n (:start . 168) (:id . 71))\n ((:tag . "NNP") (:stem . "TC9347") (:form . "TC9347") (:end . 184)\n (:start . 178) (:id . 72))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 188) (:start . 185)\n (:id . 73))\n ((:tag . "NNP") (:stem . "TC14966") (:form . "TC14966") (:end . 196)\n (:start . 189) (:id . 74))\n ((:tag . "RB") (:stem . "respectively") (:form . "respectively") (:end . 209)\n (:start . 197) (:id . 75))\n ((:tag . "CC") (:stem . "but") (:form . "but") (:end . 213) (:start . 210)\n (:id . 76))\n ((:tag . "DT") (:stem . "no") (:form . "no") (:end . 216) (:start . 214)\n (:id . 77))\n ((:tag . "NNS") (:stem . "homologue") (:form . "homologues") (:end . 227)\n (:start . 217) (:id . 78))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 230) (:start . 228)\n (:id . 79))\n ((:tag . "NNP") (:stem . "Spindle") (:form . "Spindle") (:end . 238)\n (:start . 231) (:id . 80))\n ((:tag . "NNP") (:stem . "E") (:form . "E") (:end . 240) (:start . 239)\n (:id . 81))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 245) (:start . 241)\n (:id . 82))\n ((:tag . "VBN") (:stem . "find") (:form . "found") (:end . 251)\n (:start . 246) (:id . 83))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 253) (:start . 252)\n (:id . 84))\n ((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 258)\n (:start . 253) (:id . 85))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 260) (:start . 259)\n (:id . 86))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 261) (:start . 260)\n (:id . 87))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 262) (:start . 261)\n (:id . 88)))@@@1@47@((:identifiers (:sid . :s9.102) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502866@unknown@formal@none@1@S@Searches using D. melanogaster protein sequences for FMRp and TudorSN returned best hits on the R. microplus ESTs BEAE145TR (53% identity) and BEAFW62TR (46% identity), respectively.@(((:tag . "NNP") (:stem . "Searches") (:form . "Searches") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 14) (:start . 9)\n (:id . 43))\n ((:tag . "NNP") (:stem . "D.") (:form . "D.") (:end . 17) (:start . 15)\n (:id . 44))\n ((:tag . "NN") (:stem . "melanogaster") (:form . "melanogaster") (:end . 30)\n (:start . 18) (:id . 45))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 38)\n (:start . 31) (:id . 46))\n ((:tag . "NNS") (:stem . "sequence") (:form . 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"microplus") (:form . "microplus") (:end . 108)\n (:start . 99) (:id . 58))\n ((:tag . "NNP") (:stem . "EST") (:form . "ESTs") (:end . 113) (:start . 109)\n (:id . 59))\n ((:tag . "NNP") (:stem . "BEAE145TR") (:form . "BEAE145TR") (:end . 123)\n (:start . 114) (:id . 60))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 125) (:start . 124)\n (:id . 61))\n ((:tag . "CD") (:stem . "53") (:form . "53") (:end . 127) (:start . 125)\n (:id . 62))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 128) (:start . 127)\n (:id . 63))\n ((:tag . "NN") (:stem . "identity") (:form . "identity") (:end . 137)\n (:start . 129) (:id . 64))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 138) (:start . 137)\n (:id . 65))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 142) (:start . 139)\n (:id . 66))\n ((:tag . "NNP") (:stem . "BEAFW62TR") (:form . "BEAFW62TR") (:end . 152)\n (:start . 143) (:id . 67))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 154) (:start . 153)\n (:id . 68))\n ((:tag . "CD") (:stem . "46") (:form . "46") (:end . 156) (:start . 154)\n (:id . 69))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 157) (:start . 156)\n (:id . 70))\n ((:tag . "NN") (:stem . "identity") (:form . "identity") (:end . 166)\n (:start . 158) (:id . 71))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 167) (:start . 166)\n (:id . 72))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 168) (:start . 167)\n (:id . 73))\n ((:tag . "RB") (:stem . "respectively") (:form . "respectively") (:end . 181)\n (:start . 169) (:id . 74))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 182) (:start . 181)\n (:id . 75)))@@@1@34@((:identifiers (:sid . :s9.103) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502867@unknown@formal@none@1@S@It must be noted that only one SN domain was identified in the putative homologue which either indicates that it is not a true TudorSN homologue or that the consensus sequence is currently incomplete.@(((:tag . "PRP") (:stem . "it") (:form . "It") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "MD") (:stem . "must") (:form . "must") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 10) (:start . 8)\n (:id . 44))\n ((:tag . "VBN") (:stem . "note") (:form . "noted") (:end . 16) (:start . 11)\n (:id . 45))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 21) (:start . 17)\n (:id . 46))\n ((:tag . "RB") (:stem . "only") (:form . "only") (:end . 26) (:start . 22)\n (:id . 47))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 30) (:start . 27)\n (:id . 48))\n ((:tag . "NN") (:stem . "sn") (:form . "SN") (:end . 33) (:start . 31)\n (:id . 49))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 40)\n (:start . 34) (:id . 50))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 44) (:start . 41)\n (:id . 51))\n ((:tag . "VBN") (:stem . "identify") (:form . "identified") (:end . 55)\n (:start . 45) (:id . 52))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 58) (:start . 56)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 62) (:start . 59)\n (:id . 54))\n ((:tag . "JJ") (:stem . "putative") (:form . "putative") (:end . 71)\n (:start . 63) (:id . 55))\n ((:tag . "NN") (:stem . "homologue") (:form . "homologue") (:end . 81)\n (:start . 72) (:id . 56))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 87) (:start . 82)\n (:id . 57))\n ((:tag . "CC") (:stem . "either") (:form . "either") (:end . 94)\n (:start . 88) (:id . 58))\n ((:tag . "VBZ") (:stem . "indicate") (:form . "indicates") (:end . 104)\n (:start . 95) (:id . 59))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 109) (:start . 105)\n (:id . 60))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 112) (:start . 110)\n (:id . 61))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 115) (:start . 113)\n (:id . 62))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 119) (:start . 116)\n (:id . 63))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 121) (:start . 120)\n (:id . 64))\n ((:tag . "JJ") (:stem . "true") (:form . "true") (:end . 126) (:start . 122)\n (:id . 65))\n ((:tag . "NN") (:stem . "tudorsn") (:form . "TudorSN") (:end . 134)\n (:start . 127) (:id . 66))\n ((:tag . "NN") (:stem . "homologue") (:form . "homologue") (:end . 144)\n (:start . 135) (:id . 67))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 147) (:start . 145)\n (:id . 68))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 152) (:start . 148)\n (:id . 69))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 156) (:start . 153)\n (:id . 70))\n ((:tag . "NN") (:stem . "consensus") (:form . "consensus") (:end . 166)\n (:start . 157) (:id . 71))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 175)\n (:start . 167) (:id . 72))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 178) (:start . 176)\n (:id . 73))\n ((:tag . "RB") (:stem . "currently") (:form . "currently") (:end . 188)\n (:start . 179) (:id . 74))\n ((:tag . "JJ") (:stem . "incomplete") (:form . "incomplete") (:end . 199)\n (:start . 189) (:id . 75))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 200) (:start . 199)\n (:id . 76)))@@@1@35@((:hcues ((:id . :x9.104.1) (:span 95 109))\n ((:id . :x9.104.2) (:span 88 94 145 147)))\n (:hscopes ((:id . :x9.104.1) (:span 95 144))\n ((:id . :x9.104.2) (:span 88 199)))\n (:identifiers (:sid . :s9.104) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502868@unknown@formal@none@1@S@However, a recent GenBank submission indicates the presence of a putative I. scapularis TudorSN identified simultaneously with this study ([GenBank:EEC18716.1] Ixodes scapularis Genome Project Consortium).@(((:tag . "RB") (:stem . "however") (:form . "However") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 10) (:start . 9)\n (:id . 44))\n ((:tag . "JJ") (:stem . "recent") (:form . "recent") (:end . 17)\n (:start . 11) (:id . 45))\n ((:tag . "NNP") (:stem . "GenBank") (:form . "GenBank") (:end . 25)\n (:start . 18) (:id . 46))\n ((:tag . "NN") (:stem . "submission") (:form . "submission") (:end . 36)\n (:start . 26) (:id . 47))\n ((:tag . "VBZ") (:stem . "indicate") (:form . "indicates") (:end . 46)\n (:start . 37) (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 50) (:start . 47)\n (:id . 49))\n ((:tag . "NN") (:stem . "presence") (:form . "presence") (:end . 59)\n (:start . 51) (:id . 50))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 62) (:start . 60)\n (:id . 51))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 64) (:start . 63)\n (:id . 52))\n ((:tag . "JJ") (:stem . "putative") (:form . "putative") (:end . 73)\n (:start . 65) (:id . 53))\n ((:tag . "NNP") (:stem . "I.") (:form . "I.") (:end . 76) (:start . 74)\n (:id . 54))\n ((:tag . "NNP") (:stem . "scapularis") (:form . "scapularis") (:end . 87)\n (:start . 77) (:id . 55))\n ((:tag . "NNP") (:stem . "TudorSN") (:form . "TudorSN") (:end . 95)\n (:start . 88) (:id . 56))\n ((:tag . "VBD") (:stem . "identify") (:form . "identified") (:end . 106)\n (:start . 96) (:id . 57))\n ((:tag . "RB") (:stem . "simultaneously") (:form . "simultaneously")\n (:end . 121) (:start . 107) (:id . 58))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 126) (:start . 122)\n (:id . 59))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 131) (:start . 127)\n (:id . 60))\n ((:tag . "NN") (:stem . "study") (:form . "study") (:end . 137)\n (:start . 132) (:id . 61))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 139) (:start . 138)\n (:id . 62))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 140) (:start . 139)\n (:id . 63))\n ((:tag . "NNP") (:stem . "GenBank:EEC18716.1") (:form . "GenBank:EEC18716.1")\n (:end . 158) (:start . 140) (:id . 64))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 159) (:start . 158)\n (:id . 65))\n ((:tag . "NNP") (:stem . "Ixodes") (:form . "Ixodes") (:end . 166)\n (:start . 160) (:id . 66))\n ((:tag . "VBZ") (:stem . "scapulari") (:form . "scapularis") (:end . 177)\n (:start . 167) (:id . 67))\n ((:tag . "NNP") (:stem . "Genome") (:form . "Genome") (:end . 184)\n (:start . 178) (:id . 68))\n ((:tag . "NNP") (:stem . "Project") (:form . "Project") (:end . 192)\n (:start . 185) (:id . 69))\n ((:tag . "NNP") (:stem . "Consortium") (:form . "Consortium") (:end . 203)\n (:start . 193) (:id . 70))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 204) (:start . 203)\n (:id . 71))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 205) (:start . 204)\n (:id . 72)))@@@1@31@((:hcues ((:id . :x9.105.1) (:span 37 46)))\n (:hscopes ((:id . :x9.105.1) (:span 37 204)))\n (:identifiers (:sid . :s9.105) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502869@unknown@formal@none@1@S@The EGO-1 protein from C. elegans has RNA-directed RNA polymerase (RdRP) activity and is associated with the C. elegans transitive RNAi pathway by amplifying the trigger dsRNA and/or siRNAs [28].@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "ego-1") (:form . "EGO-1") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 17)\n (:start . 10) (:id . 44))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 22) (:start . 18)\n (:id . 45))\n ((:tag . "NNP") (:stem . "C.") (:form . "C.") (:end . 25) (:start . 23)\n (:id . 46))\n ((:tag . "NNP") (:stem . "elegans") (:form . "elegans") (:end . 33)\n (:start . 26) (:id . 47))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 37) (:start . 34)\n (:id . 48))\n ((:tag . "JJ") (:stem . "rna-directed") (:form . "RNA-directed") (:end . 50)\n (:start . 38) (:id . 49))\n ((:tag . "NNP") (:stem . "RNA") (:form . "RNA") (:end . 54) (:start . 51)\n (:id . 50))\n ((:tag . "NN") (:stem . "polymerase") (:form . "polymerase") (:end . 65)\n (:start . 55) (:id . 51))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 67) (:start . 66)\n (:id . 52))\n ((:tag . "NNP") (:stem . "RdRP") (:form . "RdRP") (:end . 71) (:start . 67)\n (:id . 53))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 72) (:start . 71)\n (:id . 54))\n ((:tag . "NN") (:stem . "activity") (:form . "activity") (:end . 81)\n (:start . 73) (:id . 55))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 85) (:start . 82)\n (:id . 56))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 88) (:start . 86)\n (:id . 57))\n ((:tag . "VBN") (:stem . "associate") (:form . "associated") (:end . 99)\n (:start . 89) (:id . 58))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 104) (:start . 100)\n (:id . 59))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 108) (:start . 105)\n (:id . 60))\n ((:tag . "NNP") (:stem . "C.") (:form . "C.") (:end . 111) (:start . 109)\n (:id . 61))\n ((:tag . "NNP") (:stem . "elegans") (:form . "elegans") (:end . 119)\n (:start . 112) (:id . 62))\n ((:tag . "JJ") (:stem . "transitive") (:form . "transitive") (:end . 130)\n (:start . 120) (:id . 63))\n ((:tag . "NNP") (:stem . "RNAi") (:form . "RNAi") (:end . 135) (:start . 131)\n (:id . 64))\n ((:tag . "NN") (:stem . "pathway") (:form . "pathway") (:end . 143)\n (:start . 136) (:id . 65))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 146) (:start . 144)\n (:id . 66))\n ((:tag . "VBG") (:stem . "amplify") (:form . "amplifying") (:end . 157)\n (:start . 147) (:id . 67))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 161) (:start . 158)\n (:id . 68))\n ((:tag . "NN") (:stem . "trigger") (:form . "trigger") (:end . 169)\n (:start . 162) (:id . 69))\n ((:tag . "NN") (:stem . "dsrna") (:form . "dsRNA") (:end . 175)\n (:start . 170) (:id . 70))\n ((:tag . "CC") (:stem . "and/or") (:form . "and/or") (:end . 182)\n (:start . 176) (:id . 71))\n ((:tag . "NNS") (:stem . "sirna") (:form . "siRNAs") (:end . 189)\n (:start . 183) (:id . 72))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 191) (:start . 190)\n (:id . 73))\n ((:tag . "CD") (:stem . "28") (:form . "28") (:end . 193) (:start . 191)\n (:id . 74))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 194) (:start . 193)\n (:id . 75))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 195) (:start . 194)\n (:id . 76)))@@@1@35@((:identifiers (:sid . :s9.106) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502870@unknown@formal@none@1@S@The EST BEAEL55TR exhibited a 41% identity with the C. elegans RdRP – EGO-1 (Table 1).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "EST") (:form . "EST") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "NNP") (:stem . "BEAEL55TR") (:form . "BEAEL55TR") (:end . 17)\n (:start . 8) (:id . 44))\n ((:tag . "VBD") (:stem . "exhibit") (:form . "exhibited") (:end . 27)\n (:start . 18) (:id . 45))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 29) (:start . 28)\n (:id . 46))\n ((:tag . "CD") (:stem . "41") (:form . "41") (:end . 32) (:start . 30)\n (:id . 47))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 33) (:start . 32)\n (:id . 48))\n ((:tag . "NN") (:stem . "identity") (:form . "identity") (:end . 42)\n (:start . 34) (:id . 49))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 47) (:start . 43)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 51) (:start . 48)\n (:id . 51))\n ((:tag . "NNP") (:stem . "C.") (:form . "C.") (:end . 54) (:start . 52)\n (:id . 52))\n ((:tag . "NNP") (:stem . "elegans") (:form . "elegans") (:end . 62)\n (:start . 55) (:id . 53))\n ((:tag . "NNP") (:stem . "RdRP") (:form . "RdRP") (:end . 67) (:start . 63)\n (:id . 54))\n ((:tag . "NN") (:stem . "–") (:form . "–") (:end . 69) (:start . 68)\n (:id . 55))\n ((:tag . "NNP") (:stem . "EGO-1") (:form . "EGO-1") (:end . 75) (:start . 70)\n (:id . 56))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 77) (:start . 76)\n (:id . 57))\n ((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 82) (:start . 77)\n (:id . 58))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 84) (:start . 83)\n (:id . 59))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 85) (:start . 84)\n (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 86) (:start . 85)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s9.107) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502871@unknown@formal@none@1@S@Nine putative I. scapularis RdRP accessions have been deposited into GenBank by the Ixodes scapularis Genome Project Consortium simultaneously with this study.@(((:tag . "CD") (:stem . "nine") (:form . "Nine") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "putative") (:form . "putative") (:end . 13)\n (:start . 5) (:id . 43))\n ((:tag . "NNP") (:stem . "I.") (:form . "I.") (:end . 16) (:start . 14)\n (:id . 44))\n ((:tag . "NN") (:stem . "scapularis") (:form . "scapularis") (:end . 27)\n (:start . 17) (:id . 45))\n ((:tag . "NNP") (:stem . "RdRP") (:form . "RdRP") (:end . 32) (:start . 28)\n (:id . 46))\n ((:tag . "NNS") (:stem . "accession") (:form . "accessions") (:end . 43)\n (:start . 33) (:id . 47))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 48) (:start . 44)\n (:id . 48))\n ((:tag . "VBN") (:stem . "be") (:form . "been") (:end . 53) (:start . 49)\n (:id . 49))\n ((:tag . "VBN") (:stem . "deposit") (:form . "deposited") (:end . 63)\n (:start . 54) (:id . 50))\n ((:tag . "IN") (:stem . "into") (:form . "into") (:end . 68) (:start . 64)\n (:id . 51))\n ((:tag . "NNP") (:stem . "GenBank") (:form . "GenBank") (:end . 76)\n (:start . 69) (:id . 52))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 79) (:start . 77)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 83) (:start . 80)\n (:id . 54))\n ((:tag . "NNP") (:stem . "Ixodes") (:form . "Ixodes") (:end . 90)\n (:start . 84) (:id . 55))\n ((:tag . "NNP") (:stem . "scapularis") (:form . "scapularis") (:end . 101)\n (:start . 91) (:id . 56))\n ((:tag . "NNP") (:stem . "Genome") (:form . "Genome") (:end . 108)\n (:start . 102) (:id . 57))\n ((:tag . "NNP") (:stem . "Project") (:form . "Project") (:end . 116)\n (:start . 109) (:id . 58))\n ((:tag . "NNP") (:stem . "Consortium") (:form . "Consortium") (:end . 127)\n (:start . 117) (:id . 59))\n ((:tag . "RB") (:stem . "simultaneously") (:form . "simultaneously")\n (:end . 142) (:start . 128) (:id . 60))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 147) (:start . 143)\n (:id . 61))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 152) (:start . 148)\n (:id . 62))\n ((:tag . "NN") (:stem . "study") (:form . "study") (:end . 158)\n (:start . 153) (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 159) (:start . 158)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s9.108) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502872@unknown@formal@none@1@S@A total of 4 of these I. scapularis RdRP sequences share conserved regions with the partial R. microplus RdRP and thus the new Accessions EEC04985.1, EEC05952.1, EEC12509.1 and EEC12909.1 were utilized for the I. scapularis RdRP sequences in the consensus tree presented in Figure 4.@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "total") (:form . "total") (:end . 7) (:start . 2)\n (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 10) (:start . 8)\n (:id . 44))\n ((:tag . "CD") (:stem . "4") (:form . "4") (:end . 12) (:start . 11)\n (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 15) (:start . 13)\n (:id . 46))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 21) (:start . 16)\n (:id . 47))\n ((:tag . "NNP") (:stem . "I.") (:form . "I.") (:end . 24) (:start . 22)\n (:id . 48))\n ((:tag . "NN") (:stem . "scapularis") (:form . "scapularis") (:end . 35)\n (:start . 25) (:id . 49))\n ((:tag . "NNP") (:stem . "RdRP") (:form . "RdRP") (:end . 40) (:start . 36)\n (:id . 50))\n ((:tag . "NNS") (:stem . "sequence") (:form . "sequences") (:end . 50)\n (:start . 41) (:id . 51))\n ((:tag . "VBP") (:stem . "share") (:form . "share") (:end . 56) (:start . 51)\n (:id . 52))\n ((:tag . "VBN") (:stem . "conserve") (:form . "conserved") (:end . 66)\n (:start . 57) (:id . 53))\n ((:tag . "NNS") (:stem . "region") (:form . "regions") (:end . 74)\n (:start . 67) (:id . 54))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 79) (:start . 75)\n (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 83) (:start . 80)\n (:id . 56))\n ((:tag . "JJ") (:stem . "partial") (:form . "partial") (:end . 91)\n (:start . 84) (:id . 57))\n ((:tag . "NNP") (:stem . "R.") (:form . "R.") (:end . 94) (:start . 92)\n (:id . 58))\n ((:tag . "NN") (:stem . "microplus") (:form . "microplus") (:end . 104)\n (:start . 95) (:id . 59))\n ((:tag . "NNP") (:stem . "RdRP") (:form . "RdRP") (:end . 109) (:start . 105)\n (:id . 60))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 113) (:start . 110)\n (:id . 61))\n ((:tag . "RB") (:stem . "thus") (:form . "thus") (:end . 118) (:start . 114)\n (:id . 62))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 122) (:start . 119)\n (:id . 63))\n ((:tag . "JJ") (:stem . "new") (:form . "new") (:end . 126) (:start . 123)\n (:id . 64))\n ((:tag . "NNP") (:stem . "Accessions") (:form . "Accessions") (:end . 137)\n (:start . 127) (:id . 65))\n ((:tag . "NNP") (:stem . "EEC04985.1") (:form . "EEC04985.1") (:end . 148)\n (:start . 138) (:id . 66))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 149) (:start . 148)\n (:id . 67))\n ((:tag . "NNP") (:stem . "EEC05952.1") (:form . "EEC05952.1") (:end . 160)\n (:start . 150) (:id . 68))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 161) (:start . 160)\n (:id . 69))\n ((:tag . "NNP") (:stem . "EEC12509.1") (:form . "EEC12509.1") (:end . 172)\n (:start . 162) (:id . 70))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 176) (:start . 173)\n (:id . 71))\n ((:tag . "NNP") (:stem . "EEC12909.1") (:form . "EEC12909.1") (:end . 187)\n (:start . 177) (:id . 72))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 192) (:start . 188)\n (:id . 73))\n ((:tag . "VBN") (:stem . "utilize") (:form . "utilized") (:end . 201)\n (:start . 193) (:id . 74))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 205) (:start . 202)\n (:id . 75))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 209) (:start . 206)\n (:id . 76))\n ((:tag . "NNP") (:stem . "I.") (:form . "I.") (:end . 212) (:start . 210)\n (:id . 77))\n ((:tag . "NN") (:stem . "scapularis") (:form . "scapularis") (:end . 223)\n (:start . 213) (:id . 78))\n ((:tag . "NNP") (:stem . "RdRP") (:form . "RdRP") (:end . 228) (:start . 224)\n (:id . 79))\n ((:tag . "NNS") (:stem . "sequence") (:form . "sequences") (:end . 238)\n (:start . 229) (:id . 80))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 241) (:start . 239)\n (:id . 81))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 245) (:start . 242)\n (:id . 82))\n ((:tag . "NN") (:stem . "consensus") (:form . "consensus") (:end . 255)\n (:start . 246) (:id . 83))\n ((:tag . "NN") (:stem . "tree") (:form . "tree") (:end . 260) (:start . 256)\n (:id . 84))\n ((:tag . "VBN") (:stem . "present") (:form . "presented") (:end . 270)\n (:start . 261) (:id . 85))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 273) (:start . 271)\n (:id . 86))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 280)\n (:start . 274) (:id . 87))\n ((:tag . "CD") (:stem . "4") (:form . "4") (:end . 282) (:start . 281)\n (:id . 88))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 283) (:start . 282)\n (:id . 89)))@@@1@48@((:identifiers (:sid . :s9.109) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502873@unknown@formal@none@1@S@All 5 tick RdRPs demonstrate a close phylogenetic relationship with the partial R. microplus RdRP clustering with I. scapularis EEC12909.1.@(((:tag . "DT") (:stem . "all") (:form . "All") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "CD") (:stem . "5") (:form . "5") (:end . 5) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "tick") (:form . "tick") (:end . 10) (:start . 6)\n (:id . 44))\n ((:tag . "NNS") (:stem . "rdrp") (:form . "RdRPs") (:end . 16) (:start . 11)\n (:id . 45))\n ((:tag . "VBP") (:stem . "demonstrate") (:form . "demonstrate") (:end . 28)\n (:start . 17) (:id . 46))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 30) (:start . 29)\n (:id . 47))\n ((:tag . "JJ") (:stem . "close") (:form . "close") (:end . 36) (:start . 31)\n (:id . 48))\n ((:tag . "JJ") (:stem . "phylogenetic") (:form . "phylogenetic") (:end . 49)\n (:start . 37) (:id . 49))\n ((:tag . "NN") (:stem . "relationship") (:form . "relationship") (:end . 62)\n (:start . 50) (:id . 50))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 67) (:start . 63)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 71) (:start . 68)\n (:id . 52))\n ((:tag . "JJ") (:stem . "partial") (:form . "partial") (:end . 79)\n (:start . 72) (:id . 53))\n ((:tag . "NNP") (:stem . "R.") (:form . "R.") (:end . 82) (:start . 80)\n (:id . 54))\n ((:tag . "NN") (:stem . "microplus") (:form . "microplus") (:end . 92)\n (:start . 83) (:id . 55))\n ((:tag . "NN") (:stem . "rdrp") (:form . "RdRP") (:end . 97) (:start . 93)\n (:id . 56))\n ((:tag . "VBG") (:stem . "cluster") (:form . "clustering") (:end . 108)\n (:start . 98) (:id . 57))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 113) (:start . 109)\n (:id . 58))\n ((:tag . "NNP") (:stem . "I.") (:form . "I.") (:end . 116) (:start . 114)\n (:id . 59))\n ((:tag . "NN") (:stem . "scapularis") (:form . "scapularis") (:end . 127)\n (:start . 117) (:id . 60))\n ((:tag . "NN") (:stem . "eec12909.1") (:form . "EEC12909.1") (:end . 138)\n (:start . 128) (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 139) (:start . 138)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s9.110) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502874@unknown@formal@none@1@S@I. scapularis sequences EEC12509.1 and EEC04985.1, and EEC05952.1, form separate branches respectively.@(((:tag . "LS") (:stem . "i.") (:form . "I.") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "scapularis") (:form . "scapularis") (:end . 13)\n (:start . 3) (:id . 43))\n ((:tag . "NNS") (:stem . "sequence") (:form . "sequences") (:end . 23)\n (:start . 14) (:id . 44))\n ((:tag . "NN") (:stem . "eec12509.1") (:form . "EEC12509.1") (:end . 34)\n (:start . 24) (:id . 45))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 38) (:start . 35)\n (:id . 46))\n ((:tag . "NN") (:stem . "eec04985.1") (:form . "EEC04985.1") (:end . 49)\n (:start . 39) (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 50) (:start . 49)\n (:id . 48))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 54) (:start . 51)\n (:id . 49))\n ((:tag . "NNP") (:stem . "EEC05952.1") (:form . "EEC05952.1") (:end . 65)\n (:start . 55) (:id . 50))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 66) (:start . 65)\n (:id . 51))\n ((:tag . "VBP") (:stem . "form") (:form . "form") (:end . 71) (:start . 67)\n (:id . 52))\n ((:tag . "JJ") (:stem . "separate") (:form . "separate") (:end . 80)\n (:start . 72) (:id . 53))\n ((:tag . "NNS") (:stem . "branch") (:form . "branches") (:end . 89)\n (:start . 81) (:id . 54))\n ((:tag . "RB") (:stem . "respectively") (:form . "respectively") (:end . 102)\n (:start . 90) (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 103) (:start . 102)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s9.111) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502875@unknown@formal@none@1@S@The RdRP proteins from C. elegans form another distinct cluster with the tick RdRPs branching between C. elegans and those from fungi, plants and protists (Figure 4).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "RdRP") (:form . "RdRP") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "NNS") (:stem . "protein") (:form . 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"(") (:end . 87) (:start . 86)\n (:id . 57))\n ((:tag . "NNP") (:stem . "Cattle") (:form . "Cattle") (:end . 93)\n (:start . 87) (:id . 58))\n ((:tag . "NNP") (:stem . "tick") (:form . "tick") (:end . 98) (:start . 94)\n (:id . 59))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 99) (:start . 98)\n (:id . 60))\n ((:tag . "NN") (:stem . "prefix") (:form . "prefix") (:end . 106)\n (:start . 100) (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 107) (:start . 106)\n (:id . 62)))@@@1@21@((:hcues ((:id . :x9.117.1) (:span 0 8)))\n (:hscopes ((:id . :x9.117.1) (:span 0 49)))\n (:identifiers (:sid . :s9.117) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502881@unknown@formal@none@1@S@dsRNA is taken up by tick cells and the RNAi effect spreads to subsequent tick stages by an unknown mechanism [42].@(((:tag . "NNP") (:stem . "dsRNA") (:form . "dsRNA") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . 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"TO") (:stem . "to") (:form . "to") (:end . 62) (:start . 60)\n (:id . 54))\n ((:tag . "JJ") (:stem . "subsequent") (:form . "subsequent") (:end . 73)\n (:start . 63) (:id . 55))\n ((:tag . "NN") (:stem . "tick") (:form . "tick") (:end . 78) (:start . 74)\n (:id . 56))\n ((:tag . "NNS") (:stem . "stage") (:form . "stages") (:end . 85)\n (:start . 79) (:id . 57))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 88) (:start . 86)\n (:id . 58))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 91) (:start . 89)\n (:id . 59))\n ((:tag . "JJ") (:stem . "unknown") (:form . "unknown") (:end . 99)\n (:start . 92) (:id . 60))\n ((:tag . "NN") (:stem . "mechanism") (:form . "mechanism") (:end . 109)\n (:start . 100) (:id . 61))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 111) (:start . 110)\n (:id . 62))\n ((:tag . "CD") (:stem . "42") (:form . "42") (:end . 113) (:start . 111)\n (:id . 63))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 114) (:start . 113)\n (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 115) (:start . 114)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s9.118) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502882@unknown@formal@none@1@S@It is yet unconfirmed whether a SID-1 or Sil-1 homologue exist in ticks, however, it is feasible that RdRP and associated proteins are involved in germ-line spread similar to the C. elegans RdRP pathway [28].@(((:tag . "PRP") (:stem . "it") (:form . "It") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 5) (:start . 3)\n (:id . 43))\n ((:tag . "RB") (:stem . "yet") (:form . "yet") (:end . 9) (:start . 6)\n (:id . 44))\n ((:tag . "JJ") (:stem . "unconfirmed") (:form . "unconfirmed") (:end . 21)\n (:start . 10) (:id . 45))\n ((:tag . "IN") (:stem . "whether") (:form . "whether") (:end . 29)\n (:start . 22) (:id . 46))\n ((:tag . 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"PRP") (:stem . "it") (:form . "it") (:end . 84) (:start . 82)\n (:id . 58))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 87) (:start . 85)\n (:id . 59))\n ((:tag . "JJ") (:stem . "feasible") (:form . "feasible") (:end . 96)\n (:start . 88) (:id . 60))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 101) (:start . 97)\n (:id . 61))\n ((:tag . "NNP") (:stem . "RdRP") (:form . "RdRP") (:end . 106) (:start . 102)\n (:id . 62))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 110) (:start . 107)\n (:id . 63))\n ((:tag . "VBN") (:stem . "associate") (:form . "associated") (:end . 121)\n (:start . 111) (:id . 64))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 130)\n (:start . 122) (:id . 65))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 134) (:start . 131)\n (:id . 66))\n ((:tag . "VBN") (:stem . "involve") (:form . "involved") (:end . 143)\n (:start . 135) (:id . 67))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 146) (:start . 144)\n (:id . 68))\n ((:tag . "NN") (:stem . "germ-line") (:form . "germ-line") (:end . 156)\n (:start . 147) (:id . 69))\n ((:tag . "NN") (:stem . "spread") (:form . "spread") (:end . 163)\n (:start . 157) (:id . 70))\n ((:tag . "JJ") (:stem . "similar") (:form . "similar") (:end . 171)\n (:start . 164) (:id . 71))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 174) (:start . 172)\n (:id . 72))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 178) (:start . 175)\n (:id . 73))\n ((:tag . "NNP") (:stem . "C.") (:form . "C.") (:end . 181) (:start . 179)\n (:id . 74))\n ((:tag . "NNP") (:stem . "elegans") (:form . "elegans") (:end . 189)\n (:start . 182) (:id . 75))\n ((:tag . "NN") (:stem . "rdrp") (:form . "RdRP") (:end . 194) (:start . 190)\n (:id . 76))\n ((:tag . "NN") (:stem . "pathway") (:form . "pathway") (:end . 202)\n (:start . 195) (:id . 77))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 204) (:start . 203)\n (:id . 78))\n ((:tag . "CD") (:stem . "28") (:form . "28") (:end . 206) (:start . 204)\n (:id . 79))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 207) (:start . 206)\n (:id . 80))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 208) (:start . 207)\n (:id . 81)))@@@1@40@((:hcues ((:id . :x9.119.1) (:span 88 96)) ((:id . :x9.119.2) (:span 22 29))\n ((:id . :x9.119.3) (:span 10 21)))\n (:hscopes ((:id . :x9.119.1) (:span 88 202)) ((:id . :x9.119.2) (:span 22 71))\n ((:id . :x9.119.3) (:span 10 71)))\n (:identifiers (:sid . :s9.119) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502883@unknown@formal@none@1@S@Here we postulate the potential amplification of both trigger dsRNA and secondary siRNAs through the involvement of a Cat-RdRP.@(((:tag . "RB") (:stem . "here") (:form . "Here") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "PRP") (:stem . "we") (:form . 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"secondary") (:end . 81)\n (:start . 72) (:id . 53))\n ((:tag . "NNS") (:stem . "sirna") (:form . "siRNAs") (:end . 88)\n (:start . 82) (:id . 54))\n ((:tag . "IN") (:stem . "through") (:form . "through") (:end . 96)\n (:start . 89) (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 100) (:start . 97)\n (:id . 56))\n ((:tag . "NN") (:stem . "involvement") (:form . "involvement") (:end . 112)\n (:start . 101) (:id . 57))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 115) (:start . 113)\n (:id . 58))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 117) (:start . 116)\n (:id . 59))\n ((:tag . "NNP") (:stem . "Cat-RdRP") (:form . "Cat-RdRP") (:end . 126)\n (:start . 118) (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 127) (:start . 126)\n (:id . 61)))@@@1@20@((:hcues ((:id . :x9.120.1) (:span 22 31)) ((:id . :x9.120.2) (:span 8 17)))\n (:hscopes ((:id . :x9.120.1) (:span 22 88)) ((:id . :x9.120.2) (:span 8 126)))\n (:identifiers (:sid . :s9.120) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502884@unknown@formal@none@1@S@A R. microplus Dicer was not identified, although a homologue was identified in the I. scapularis genome reads as described above.@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "R.") (:form . "R.") (:end . 4) (:start . 2)\n (:id . 43))\n ((:tag . "NN") (:stem . "microplus") (:form . "microplus") (:end . 14)\n (:start . 5) (:id . 44))\n ((:tag . "NNP") (:stem . "Dicer") (:form . "Dicer") (:end . 20) (:start . 15)\n (:id . 45))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 24) (:start . 21)\n (:id . 46))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 28) (:start . 25)\n (:id . 47))\n ((:tag . "VBN") (:stem . "identify") (:form . "identified") (:end . 39)\n (:start . 29) (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 40) (:start . 39)\n (:id . 49))\n ((:tag . "IN") (:stem . "although") (:form . "although") (:end . 49)\n (:start . 41) (:id . 50))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 51) (:start . 50)\n (:id . 51))\n ((:tag . "NN") (:stem . "homologue") (:form . "homologue") (:end . 61)\n (:start . 52) (:id . 52))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 65) (:start . 62)\n (:id . 53))\n ((:tag . "VBN") (:stem . "identify") (:form . "identified") (:end . 76)\n (:start . 66) (:id . 54))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 79) (:start . 77)\n (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 83) (:start . 80)\n (:id . 56))\n ((:tag . "NNP") (:stem . "I.") (:form . "I.") (:end . 86) (:start . 84)\n (:id . 57))\n ((:tag . "NN") (:stem . "scapularis") (:form . "scapularis") (:end . 97)\n (:start . 87) (:id . 58))\n ((:tag . "NN") (:stem . "genome") (:form . "genome") (:end . 104)\n (:start . 98) (:id . 59))\n ((:tag . "VBZ") (:stem . "read") (:form . "reads") (:end . 110)\n (:start . 105) (:id . 60))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 113) (:start . 111)\n (:id . 61))\n ((:tag . "VBN") (:stem . "describe") (:form . "described") (:end . 123)\n (:start . 114) (:id . 62))\n ((:tag . "RB") (:stem . "above") (:form . "above") (:end . 129)\n (:start . 124) (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 130) (:start . 129)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s9.121) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502885@unknown@formal@none@1@S@A definitive dsRNA binding protein (such as D. melanogaster R2D2 or C. elegans Rde-4) potentially associated with Dicer was not found using the current tick sequence resources.@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "definitive") (:form . "definitive") (:end . 12)\n (:start . 2) (:id . 43))\n ((:tag . "NN") (:stem . "dsrna") (:form . "dsRNA") (:end . 18) (:start . 13)\n (:id . 44))\n ((:tag . "NN") (:stem . "binding") (:form . "binding") (:end . 26)\n (:start . 19) (:id . 45))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 34)\n (:start . 27) (:id . 46))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 36) (:start . 35)\n (:id . 47))\n ((:tag . "JJ") (:stem . 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"potentially") (:end . 97)\n (:start . 86) (:id . 58))\n ((:tag . "VBN") (:stem . "associate") (:form . "associated") (:end . 108)\n (:start . 98) (:id . 59))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 113) (:start . 109)\n (:id . 60))\n ((:tag . "NNP") (:stem . "Dicer") (:form . "Dicer") (:end . 119)\n (:start . 114) (:id . 61))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 123) (:start . 120)\n (:id . 62))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 127) (:start . 124)\n (:id . 63))\n ((:tag . "VBN") (:stem . "find") (:form . "found") (:end . 133)\n (:start . 128) (:id . 64))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 139) (:start . 134)\n (:id . 65))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 143) (:start . 140)\n (:id . 66))\n ((:tag . "JJ") (:stem . "current") (:form . "current") (:end . 151)\n (:start . 144) (:id . 67))\n ((:tag . "NN") (:stem . "tick") (:form . "tick") (:end . 156) (:start . 152)\n (:id . 68))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 165)\n (:start . 157) (:id . 69))\n ((:tag . "NNS") (:stem . "resource") (:form . "resources") (:end . 175)\n (:start . 166) (:id . 70))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 176) (:start . 175)\n (:id . 71)))@@@1@30@((:hcues ((:id . :x9.122.1) (:span 86 97)))\n (:hscopes ((:id . :x9.122.1) (:span 0 119)))\n (:identifiers (:sid . :s9.122) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502886@unknown@formal@none@1@S@A confirmed tick Rde-1 was not identified but has been associated with the RdRP pathway if present [25].@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "VBN") (:stem . "confirm") (:form . "confirmed") (:end . 11)\n (:start . 2) (:id . 43))\n ((:tag . "NN") (:stem . "tick") (:form . "tick") (:end . 16) (:start . 12)\n (:id . 44))\n ((:tag . "NN") (:stem . "rde-1") (:form . "Rde-1") (:end . 22) (:start . 17)\n (:id . 45))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 26) (:start . 23)\n (:id . 46))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 30) (:start . 27)\n (:id . 47))\n ((:tag . "VBN") (:stem . "identify") (:form . "identified") (:end . 41)\n (:start . 31) (:id . 48))\n ((:tag . "CC") (:stem . "but") (:form . "but") (:end . 45) (:start . 42)\n (:id . 49))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 49) (:start . 46)\n (:id . 50))\n ((:tag . "VBN") (:stem . "be") (:form . "been") (:end . 54) (:start . 50)\n (:id . 51))\n ((:tag . "VBN") (:stem . "associate") (:form . "associated") (:end . 65)\n (:start . 55) (:id . 52))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 70) (:start . 66)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 74) (:start . 71)\n (:id . 54))\n ((:tag . "NNP") (:stem . "RdRP") (:form . "RdRP") (:end . 79) (:start . 75)\n (:id . 55))\n ((:tag . "NN") (:stem . "pathway") (:form . "pathway") (:end . 87)\n (:start . 80) (:id . 56))\n ((:tag . "IN") (:stem . "if") (:form . "if") (:end . 90) (:start . 88)\n (:id . 57))\n ((:tag . "NN") (:stem . "present") (:form . "present") (:end . 98)\n (:start . 91) (:id . 58))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 100) (:start . 99)\n (:id . 59))\n ((:tag . "CD") (:stem . "25") (:form . "25") (:end . 102) (:start . 100)\n (:id . 60))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 103) (:start . 102)\n (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 104) (:start . 103)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s9.123) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502887@unknown@formal@none@1@S@Dicer guides the siRNA to the RISC structure which has been adapted from the Sontheimer RNAi published diagram [44].@(((:tag . "NNP") (:stem . "Dicer") (:form . "Dicer") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "guide") (:form . "guides") (:end . 12) (:start . 6)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 16) (:start . 13)\n (:id . 44))\n ((:tag . "NN") (:stem . "sirna") (:form . "siRNA") (:end . 22) (:start . 17)\n (:id . 45))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 25) (:start . 23)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 29) (:start . 26)\n (:id . 47))\n ((:tag . "NNP") (:stem . "RISC") (:form . "RISC") (:end . 34) (:start . 30)\n (:id . 48))\n ((:tag . 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"schematic") (:form . "Schematic") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "representation") (:form . "representation")\n (:end . 24) (:start . 10) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 27) (:start . 25)\n (:id . 44))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 29) (:start . 28)\n (:id . 45))\n ((:tag . "JJ") (:stem . "putative") (:form . "putative") (:end . 38)\n (:start . 30) (:id . 46))\n ((:tag . "NN") (:stem . "tick") (:form . "tick") (:end . 43) (:start . 39)\n (:id . 47))\n ((:tag . "NNP") (:stem . "RNAi") (:form . "RNAi") (:end . 48) (:start . 44)\n (:id . 48))\n ((:tag . "NN") (:stem . "pathway") (:form . "pathway") (:end . 56)\n (:start . 49) (:id . 49))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 57) (:start . 56)\n (:id . 50)))@@@1@9@((:hcues ((:id . :x9.127.1) (:span 30 38)))\n (:hscopes ((:id . :x9.127.1) (:span 30 56)))\n (:identifiers (:sid . :s9.127) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502891@unknown@formal@none@1@S@Cattle tick homologues are indicated using a 'Cat' prefix for proteins where Rhicipephalus (Boophilus) microplus homologues are identified in this study (GenBank Accessions are listed in Additional File 6).@(((:tag . "VB") (:stem . "cattle") (:form . "Cattle") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "VB") (:stem . "tick") (:form . "tick") (:end . 11) (:start . 7)\n (:id . 43))\n ((:tag . "NNS") (:stem . "homologue") (:form . "homologues") (:end . 22)\n (:start . 12) (:id . 44))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 26) (:start . 23)\n (:id . 45))\n ((:tag . "VBN") (:stem . "indicate") (:form . 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(:end . 206) (:start . 205)\n (:id . 77)))@@@1@36@((:identifiers (:sid . :s9.128) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502892@unknown@formal@none@1@S@The proposed activity of the Cat-RdRP (RNA dependent RNA polymerase, EGO1-like) is indicated as amplifying trigger dsRNA or cleaved siRNAs.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "VBN") (:stem . "propose") (:form . "proposed") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "activity") (:form . "activity") (:end . 21)\n (:start . 13) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 24) (:start . 22)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 28) (:start . 25)\n (:id . 46))\n ((:tag . "NNP") (:stem . "Cat-RdRP") (:form . "Cat-RdRP") (:end . 37)\n (:start . 29) (:id . 47))\n ((:tag . "(") (:stem . "(") (:form . 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(:end . 139) (:start . 138)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s9.129) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502893@unknown@formal@none@1@S@Long dsRNAs are recruited to Dicer (putative tick Dicer identified in I. scapularis genome reads) via a yet to be identified dsRNA Binding Protein.@(((:tag . "JJ") (:stem . "long") (:form . "Long") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "dsrna") (:form . "dsRNAs") (:end . 11) (:start . 5)\n (:id . 43))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 15) (:start . 12)\n (:id . 44))\n ((:tag . "VBN") (:stem . "recruit") (:form . "recruited") (:end . 25)\n (:start . 16) (:id . 45))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 28) (:start . 26)\n (:id . 46))\n ((:tag . "NNP") (:stem . "Dicer") (:form . "Dicer") (:end . 34) (:start . 29)\n (:id . 47))\n ((:tag . "(") (:stem . "(") (:form . 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"microplus") (:end . 145)\n (:start . 136) (:id . 68))\n ((:tag . "NN") (:stem . "bmigi2") (:form . "BmiGI2") (:end . 152)\n (:start . 146) (:id . 69))\n ((:tag . "NN") (:stem . "database") (:form . "database") (:end . 161)\n (:start . 153) (:id . 70))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 166) (:start . 162)\n (:id . 71))\n ((:tag . "CD") (:stem . "31") (:form . "31") (:end . 169) (:start . 167)\n (:id . 72))\n ((:tag . "NNS") (:stem . "hit") (:form . "hits") (:end . 174) (:start . 170)\n (:id . 73))\n ((:tag . "JJ") (:stem . "common") (:form . "common") (:end . 181)\n (:start . 175) (:id . 74))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 189)\n (:start . 182) (:id . 75))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 193) (:start . 190)\n (:id . 76))\n ((:tag . "NN") (:stem . "tick") (:form . "tick") (:end . 198) (:start . 194)\n (:id . 77))\n ((:tag . "NNS") (:stem . "specie") (:form . "species") (:end . 206)\n (:start . 199) (:id . 78))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 208) (:start . 207)\n (:id . 79))\n ((:tag . "NNS") (:stem . "result") (:form . "results") (:end . 215)\n (:start . 208) (:id . 80))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 219) (:start . 216)\n (:id . 81))\n ((:tag . "VBN") (:stem . "show") (:form . "shown") (:end . 225)\n (:start . 220) (:id . 82))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 226) (:start . 225)\n (:id . 83))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 227) (:start . 226)\n (:id . 84)))@@@1@43@((:identifiers (:sid . :s9.137) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502901@unknown@formal@none@1@S@These results were based on blastn searches with an e-value cut-off of <1e-10.@(((:tag . "DT") (:stem . "these") (:form . "These") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "result") (:form . "results") (:end . 13)\n (:start . 6) (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 18) (:start . 14)\n (:id . 44))\n ((:tag . "VBN") (:stem . "base") (:form . "based") (:end . 24) (:start . 19)\n (:id . 45))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 27) (:start . 25)\n (:id . 46))\n ((:tag . "NN") (:stem . "blastn") (:form . "blastn") (:end . 34)\n (:start . 28) (:id . 47))\n ((:tag . "NNS") (:stem . "search") (:form . "searches") (:end . 43)\n (:start . 35) (:id . 48))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 48) (:start . 44)\n (:id . 49))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 51) (:start . 49)\n (:id . 50))\n ((:tag . "JJ") (:stem . "e-value") (:form . "e-value") (:end . 59)\n (:start . 52) (:id . 51))\n ((:tag . "NN") (:stem . "cut-off") (:form . "cut-off") (:end . 67)\n (:start . 60) (:id . 52))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 70) (:start . 68)\n (:id . 53))\n ((:tag . "CD") (:stem . "<1e-10") (:form . "<1e-10") (:end . 77)\n (:start . 71) (:id . 54))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 78) (:start . 77)\n (:id . 55)))@@@1@14@((:identifiers (:sid . :s9.138) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502902@unknown@formal@none@1@S@To select the most conserved sequences for tick in vitro studies, using high stringency searches (>80% identity, e-value <1e-50), 11 R. microplus ESTs were identified in the BmiGI2 database as homologous to D. melanogaster genes with RNAi phenotypes affecting growth and viability at z scores >3 [43] (Table 2).@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VB") (:stem . "select") (:form . "select") (:end . 9) (:start . 3)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 13) (:start . 10)\n (:id . 44))\n ((:tag . "RBS") (:stem . "most") (:form . "most") (:end . 18) (:start . 14)\n (:id . 45))\n ((:tag . "VBN") (:stem . "conserve") (:form . "conserved") (:end . 28)\n (:start . 19) (:id . 46))\n ((:tag . "NNS") (:stem . "sequence") (:form . "sequences") (:end . 38)\n (:start . 29) (:id . 47))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 42) (:start . 39)\n (:id . 48))\n ((:tag . "NN") (:stem . "tick") (:form . "tick") (:end . 47) (:start . 43)\n (:id . 49))\n ((:tag . "FW") (:stem . "in") (:form . "in") (:end . 50) (:start . 48)\n (:id . 50))\n ((:tag . "FW") (:stem . "vitro") (:form . "vitro") (:end . 56) (:start . 51)\n (:id . 51))\n ((:tag . "NNS") (:stem . "study") (:form . "studies") (:end . 64)\n (:start . 57) (:id . 52))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 65) (:start . 64)\n (:id . 53))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 71) (:start . 66)\n (:id . 54))\n ((:tag . "JJ") (:stem . "high") (:form . "high") (:end . 76) (:start . 72)\n (:id . 55))\n ((:tag . "NN") (:stem . "stringency") (:form . "stringency") (:end . 87)\n (:start . 77) (:id . 56))\n ((:tag . "NNS") (:stem . "search") (:form . "searches") (:end . 96)\n (:start . 88) (:id . 57))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 98) (:start . 97)\n (:id . 58))\n ((:tag . "CD") (:stem . ">80") (:form . ">80") (:end . 101) (:start . 98)\n (:id . 59))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 102) (:start . 101)\n (:id . 60))\n ((:tag . "NN") (:stem . "identity") (:form . "identity") (:end . 111)\n (:start . 103) (:id . 61))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 112) (:start . 111)\n (:id . 62))\n ((:tag . "NN") (:stem . "e-value") (:form . "e-value") (:end . 120)\n (:start . 113) (:id . 63))\n ((:tag . "CD") (:stem . "<1e-50") (:form . "<1e-50") (:end . 127)\n (:start . 121) (:id . 64))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 128) (:start . 127)\n (:id . 65))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 129) (:start . 128)\n (:id . 66))\n ((:tag . "CD") (:stem . "11") (:form . "11") (:end . 132) (:start . 130)\n (:id . 67))\n ((:tag . "NNP") (:stem . "R.") (:form . "R.") (:end . 135) (:start . 133)\n (:id . 68))\n ((:tag . "NN") (:stem . "microplus") (:form . "microplus") (:end . 145)\n (:start . 136) (:id . 69))\n ((:tag . "NNS") (:stem . "est") (:form . "ESTs") (:end . 150) (:start . 146)\n (:id . 70))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 155) (:start . 151)\n (:id . 71))\n ((:tag . "VBN") (:stem . "identify") (:form . "identified") (:end . 166)\n (:start . 156) (:id . 72))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 169) (:start . 167)\n (:id . 73))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 173) (:start . 170)\n (:id . 74))\n ((:tag . "NN") (:stem . "bmigi2") (:form . "BmiGI2") (:end . 180)\n (:start . 174) (:id . 75))\n ((:tag . "NN") (:stem . "database") (:form . "database") (:end . 189)\n (:start . 181) (:id . 76))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 192) (:start . 190)\n (:id . 77))\n ((:tag . "JJ") (:stem . "homologous") (:form . "homologous") (:end . 203)\n (:start . 193) (:id . 78))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 206) (:start . 204)\n (:id . 79))\n ((:tag . "NNP") (:stem . "D.") (:form . "D.") (:end . 209) (:start . 207)\n (:id . 80))\n ((:tag . "NN") (:stem . "melanogaster") (:form . "melanogaster") (:end . 222)\n (:start . 210) (:id . 81))\n ((:tag . "NNS") (:stem . "gene") (:form . "genes") (:end . 228)\n (:start . 223) (:id . 82))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 233) (:start . 229)\n (:id . 83))\n ((:tag . "NNP") (:stem . "RNAi") (:form . "RNAi") (:end . 238) (:start . 234)\n (:id . 84))\n ((:tag . "NNS") (:stem . "phenotype") (:form . "phenotypes") (:end . 249)\n (:start . 239) (:id . 85))\n ((:tag . "VBG") (:stem . "affect") (:form . "affecting") (:end . 259)\n (:start . 250) (:id . 86))\n ((:tag . "NN") (:stem . "growth") (:form . "growth") (:end . 266)\n (:start . 260) (:id . 87))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 270) (:start . 267)\n (:id . 88))\n ((:tag . "NN") (:stem . "viability") (:form . "viability") (:end . 280)\n (:start . 271) (:id . 89))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 283) (:start . 281)\n (:id . 90))\n ((:tag . "NN") (:stem . "z") (:form . "z") (:end . 285) (:start . 284)\n (:id . 91))\n ((:tag . "NNS") (:stem . "score") (:form . "scores") (:end . 292)\n (:start . 286) (:id . 92))\n ((:tag . "CD") (:stem . ">3") (:form . ">3") (:end . 295) (:start . 293)\n (:id . 93))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 297) (:start . 296)\n (:id . 94))\n ((:tag . "CD") (:stem . "43") (:form . "43") (:end . 299) (:start . 297)\n (:id . 95))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 300) (:start . 299)\n (:id . 96))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 302) (:start . 301)\n (:id . 97))\n ((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 307)\n (:start . 302) (:id . 98))\n ((:tag . "CD") (:stem . "2") (:form . "2") (:end . 309) (:start . 308)\n (:id . 99))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 310) (:start . 309)\n (:id . 100))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 311) (:start . 310)\n (:id . 101)))@@@1@60@((:identifiers (:sid . :s9.139) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502903@unknown@formal@none@1@S@An additional 2 highly conserved homologues were selected as negative controls, one with a lower z score (Drosophila string of perls) and one with a nil z score thus with a nil effect on cell culture growth and viability (Drosophila Tat-binding protein-1), Table 2.@(((:tag . "DT") (:stem . "an") (:form . "An") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "additional") (:form . "additional") (:end . 13)\n (:start . 3) (:id . 43))\n ((:tag . "CD") (:stem . "2") (:form . "2") (:end . 15) (:start . 14)\n (:id . 44))\n ((:tag . "RB") (:stem . "highly") (:form . "highly") (:end . 22)\n (:start . 16) (:id . 45))\n ((:tag . "VBN") (:stem . "conserve") (:form . "conserved") (:end . 32)\n (:start . 23) (:id . 46))\n ((:tag . "NNS") (:stem . "homologue") (:form . "homologues") (:end . 43)\n (:start . 33) (:id . 47))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 48) (:start . 44)\n (:id . 48))\n ((:tag . "VBN") (:stem . "select") (:form . "selected") (:end . 57)\n (:start . 49) (:id . 49))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 60) (:start . 58)\n (:id . 50))\n ((:tag . "JJ") (:stem . "negative") (:form . "negative") (:end . 69)\n (:start . 61) (:id . 51))\n ((:tag . "NNS") (:stem . "control") (:form . "controls") (:end . 78)\n (:start . 70) (:id . 52))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 79) (:start . 78)\n (:id . 53))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 83) (:start . 80)\n (:id . 54))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 88) (:start . 84)\n (:id . 55))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 90) (:start . 89)\n (:id . 56))\n ((:tag . "JJR") (:stem . "low") (:form . "lower") (:end . 96) (:start . 91)\n (:id . 57))\n ((:tag . "NN") (:stem . "z") (:form . "z") (:end . 98) (:start . 97)\n (:id . 58))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 104) (:start . 99)\n (:id . 59))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 106) (:start . 105)\n (:id . 60))\n ((:tag . "FW") (:stem . "drosophila") (:form . "Drosophila") (:end . 116)\n (:start . 106) (:id . 61))\n ((:tag . "NN") (:stem . "string") (:form . "string") (:end . 123)\n (:start . 117) (:id . 62))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 126) (:start . 124)\n (:id . 63))\n ((:tag . "NNS") (:stem . "perl") (:form . "perls") (:end . 132)\n (:start . 127) (:id . 64))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 133) (:start . 132)\n (:id . 65))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 137) (:start . 134)\n (:id . 66))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 141) (:start . 138)\n (:id . 67))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 146) (:start . 142)\n (:id . 68))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 148) (:start . 147)\n (:id . 69))\n ((:tag . "NN") (:stem . "nil") (:form . "nil") (:end . 152) (:start . 149)\n (:id . 70))\n ((:tag . "NN") (:stem . "z") (:form . "z") (:end . 154) (:start . 153)\n (:id . 71))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 160)\n (:start . 155) (:id . 72))\n ((:tag . "RB") (:stem . "thus") (:form . "thus") (:end . 165) (:start . 161)\n (:id . 73))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 170) (:start . 166)\n (:id . 74))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 172) (:start . 171)\n (:id . 75))\n ((:tag . "NN") (:stem . "nil") (:form . "nil") (:end . 176) (:start . 173)\n (:id . 76))\n ((:tag . "NN") (:stem . "effect") (:form . "effect") (:end . 183)\n (:start . 177) (:id . 77))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 186) (:start . 184)\n (:id . 78))\n ((:tag . "NN") (:stem . "cell") (:form . "cell") (:end . 191) (:start . 187)\n (:id . 79))\n ((:tag . "NN") (:stem . "culture") (:form . "culture") (:end . 199)\n (:start . 192) (:id . 80))\n ((:tag . "NN") (:stem . "growth") (:form . "growth") (:end . 206)\n (:start . 200) (:id . 81))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 210) (:start . 207)\n (:id . 82))\n ((:tag . "NN") (:stem . "viability") (:form . "viability") (:end . 220)\n (:start . 211) (:id . 83))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 222) (:start . 221)\n (:id . 84))\n ((:tag . "FW") (:stem . "drosophila") (:form . "Drosophila") (:end . 232)\n (:start . 222) (:id . 85))\n ((:tag . "JJ") (:stem . "tat-binding") (:form . "Tat-binding") (:end . 244)\n (:start . 233) (:id . 86))\n ((:tag . "NN") (:stem . "protein-1") (:form . "protein-1") (:end . 254)\n (:start . 245) (:id . 87))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 255) (:start . 254)\n (:id . 88))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 256) (:start . 255)\n (:id . 89))\n ((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 262)\n (:start . 257) (:id . 90))\n ((:tag . "CD") (:stem . "2") (:form . "2") (:end . 264) (:start . 263)\n (:id . 91))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 265) (:start . 264)\n (:id . 92)))@@@1@51@((:identifiers (:sid . :s9.140) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502904@unknown@formal@none@1@S@The putative function of these 13 R. microplus ESTs were then assigned by retrieving the annotated InterPro domains of their Drosophila counterparts (Table 2).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "putative") (:form . "putative") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "function") (:form . "function") (:end . 21)\n (:start . 13) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 24) (:start . 22)\n (:id . 45))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 30) (:start . 25)\n (:id . 46))\n ((:tag . "CD") (:stem . "13") (:form . "13") (:end . 33) (:start . 31)\n (:id . 47))\n ((:tag . "NNP") (:stem . "R.") (:form . "R.") (:end . 36) (:start . 34)\n (:id . 48))\n ((:tag . "NN") (:stem . "microplus") (:form . "microplus") (:end . 46)\n (:start . 37) (:id . 49))\n ((:tag . "NNS") (:stem . "est") (:form . "ESTs") (:end . 51) (:start . 47)\n (:id . 50))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 56) (:start . 52)\n (:id . 51))\n ((:tag . "RB") (:stem . "then") (:form . "then") (:end . 61) (:start . 57)\n (:id . 52))\n ((:tag . "VBN") (:stem . "assign") (:form . "assigned") (:end . 70)\n (:start . 62) (:id . 53))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 73) (:start . 71)\n (:id . 54))\n ((:tag . "VBG") (:stem . "retrieve") (:form . "retrieving") (:end . 84)\n (:start . 74) (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 88) (:start . 85)\n (:id . 56))\n ((:tag . "VBN") (:stem . "annotate") (:form . "annotated") (:end . 98)\n (:start . 89) (:id . 57))\n ((:tag . "NNP") (:stem . "InterPro") (:form . "InterPro") (:end . 107)\n (:start . 99) (:id . 58))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 115)\n (:start . 108) (:id . 59))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 118) (:start . 116)\n (:id . 60))\n ((:tag . "PRP$") (:stem . "their") (:form . "their") (:end . 124)\n (:start . 119) (:id . 61))\n ((:tag . "FW") (:stem . "drosophila") (:form . "Drosophila") (:end . 135)\n (:start . 125) (:id . 62))\n ((:tag . "NNS") (:stem . "counterpart") (:form . "counterparts") (:end . 148)\n (:start . 136) (:id . 63))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 150) (:start . 149)\n (:id . 64))\n ((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 155)\n (:start . 150) (:id . 65))\n ((:tag . "CD") (:stem . "2") (:form . "2") (:end . 157) (:start . 156)\n (:id . 66))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 158) (:start . 157)\n (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 159) (:start . 158)\n (:id . 68)))@@@1@27@((:hcues ((:id . :x9.141.1) (:span 4 12)))\n (:hscopes ((:id . :x9.141.1) (:span 4 51)))\n (:identifiers (:sid . :s9.141) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502905@unknown@formal@none@1@S@Evaluation of the assigned functional information revealed that 5 sequences putatively have a role in ribosome and protein synthesis (TC5762, TC9037, TC12306, TC12372, TC12393), 4 in proteasome and ubiquitinylation (TC6372, TC9852, TC10417, TC13930), 3 in DNA binding (TC6116, TC12182, TC9417), and one in energy and metabolism (TC5823).@(((:tag . "NN") (:stem . "evaluation") (:form . "Evaluation") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 13) (:start . 11)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 17) (:start . 14)\n (:id . 44))\n ((:tag . "VBN") (:stem . "assign") (:form . 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(:end . 161) (:start . 160)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s9.159) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5502923@unknown@formal@none@1@S@Gene silencing in adult female ticks (reproduction phenotype)@(((:tag . "NNP") (:stem . "Gene") (:form . "Gene") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "silencing") (:form . "silencing") (:end . 14)\n (:start . 5) (:id . 43))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 17) (:start . 15)\n (:id . 44))\n ((:tag . "JJ") (:stem . "adult") (:form . "adult") (:end . 23) (:start . 18)\n (:id . 45))\n ((:tag . "JJ") (:stem . "female") (:form . "female") (:end . 30)\n (:start . 24) (:id . 46))\n ((:tag . "NNS") (:stem . "tick") (:form . "ticks") (:end . 36) (:start . 31)\n (:id . 47))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 38) (:start . 37)\n (:id . 48))\n ((:tag . "NN") (:stem . "reproduction") (:form . 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(:end . 201) (:start . 200)\n (:id . 74)))@@@1@33@((:hcues ((:id . :x9.192.1) (:span 154 157)))\n (:hscopes ((:id . :x9.192.1) (:span 154 195)))\n (:identifiers (:sid . :s9.192) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502956@unknown@formal@none@1@S@Comparative genomics between these phyla is in its infancy and pathways such as RNAi interference and gene regulation to date have been based on the fruit fly D. melanogaster as the model organism.@(((:tag . "JJ") (:stem . "comparative") (:form . "Comparative") (:end . 11)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "genomic") (:form . "genomics") (:end . 20)\n (:start . 12) (:id . 43))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 28)\n (:start . 21) (:id . 44))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 34) (:start . 29)\n (:id . 45))\n ((:tag . "NN") (:stem . "phyla") (:form . 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(:end . 197) (:start . 196)\n (:id . 75)))@@@1@34@((:identifiers (:sid . :s9.193) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502957@unknown@formal@none@1@S@As differences between RNAi pathway mechanisms between C. elegans and D. melanogaster are evident, it is thus feasible that Chelicerates could also vary from insects albeit their evolutionary distance is less (~500 million years) [2].@(((:tag . "IN") (:stem . "as") (:form . "As") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "difference") (:form . "differences") (:end . 14)\n (:start . 3) (:id . 43))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 22)\n (:start . 15) (:id . 44))\n ((:tag . "NNP") (:stem . "RNAi") (:form . "RNAi") (:end . 27) (:start . 23)\n (:id . 45))\n ((:tag . "NN") (:stem . "pathway") (:form . "pathway") (:end . 35)\n (:start . 28) (:id . 46))\n ((:tag . "NNS") (:stem . "mechanism") (:form . 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")") (:end . 229) (:start . 228)\n (:id . 78))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 231) (:start . 230)\n (:id . 79))\n ((:tag . "CD") (:stem . "2") (:form . "2") (:end . 232) (:start . 231)\n (:id . 80))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 233) (:start . 232)\n (:id . 81))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 234) (:start . 233)\n (:id . 82)))@@@1@41@((:hcues ((:id . :x9.194.1) (:span 137 142))\n ((:id . :x9.194.2) (:span 110 118)))\n (:hscopes ((:id . :x9.194.1) (:span 137 229))\n ((:id . :x9.194.2) (:span 110 229)))\n (:identifiers (:sid . :s9.194) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502958@unknown@formal@none@1@S@Indeed, definitive hits for the domains and proteins here were not exclusive to the Arthropoda, with the putative tick RNAi proteins matching homologues in diverse species such as insects (beetle, silkworm, wasp), nematodes, and mammals (data not shown).@(((:tag . "RB") (:stem . "indeed") (:form . "Indeed") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 7) (:start . 6) (:id . 43))\n ((:tag . "JJ") (:stem . "definitive") (:form . "definitive") (:end . 18)\n (:start . 8) (:id . 44))\n ((:tag . "NNS") (:stem . "hit") (:form . 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(:end . 161) (:start . 160)\n (:id . 70)))@@@1@29@((:hcues ((:id . :x9.197.1) (:span 127 133 148 160)))\n (:hscopes ((:id . :x9.197.1) (:span 94 160)))\n (:identifiers (:sid . :s9.197) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502961@unknown@formal@none@1@S@This I. scapularis Dicer was found to be most similar to a Dicer-1 from a mammal.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "I.") (:form . "I.") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "NNP") (:stem . "scapularis") (:form . "scapularis") (:end . 18)\n (:start . 8) (:id . 44))\n ((:tag . "NNP") (:stem . "Dicer") (:form . "Dicer") (:end . 24) (:start . 19)\n (:id . 45))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 28) (:start . 25)\n (:id . 46))\n ((:tag . "VBN") (:stem . "find") (:form . "found") (:end . 34) (:start . 29)\n (:id . 47))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 37) (:start . 35)\n (:id . 48))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 40) (:start . 38)\n (:id . 49))\n ((:tag . "RBS") (:stem . "most") (:form . "most") (:end . 45) (:start . 41)\n (:id . 50))\n ((:tag . "JJ") (:stem . "similar") (:form . "similar") (:end . 53)\n (:start . 46) (:id . 51))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 56) (:start . 54)\n (:id . 52))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 58) (:start . 57)\n (:id . 53))\n ((:tag . "NN") (:stem . "dicer-1") (:form . "Dicer-1") (:end . 66)\n (:start . 59) (:id . 54))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 71) (:start . 67)\n (:id . 55))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 73) (:start . 72)\n (:id . 56))\n ((:tag . "JJ") (:stem . "mammal") (:form . "mammal") (:end . 80)\n (:start . 74) (:id . 57))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 81) (:start . 80)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s9.198) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502962@unknown@formal@none@1@S@A R. microplus Dicer could not be confirmed, however an I. scapularis homologue was also not previously identified using EST data alone.@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "R.") (:form . "R.") (:end . 4) (:start . 2)\n (:id . 43))\n ((:tag . "NN") (:stem . "microplus") (:form . "microplus") (:end . 14)\n (:start . 5) (:id . 44))\n ((:tag . "NNP") (:stem . "Dicer") (:form . "Dicer") (:end . 20) (:start . 15)\n (:id . 45))\n ((:tag . "MD") (:stem . "could") (:form . "could") (:end . 26) (:start . 21)\n (:id . 46))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 30) (:start . 27)\n (:id . 47))\n ((:tag . "VB") (:stem . "be") (:form . 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(:end . 136) (:start . 135)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s9.199) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502963@unknown@formal@none@1@S@Our preliminary evidence points to a 'single' tick Dicer with yet un-confirmed structure, though until complete tick genome resources are available the presence of more than one Dicer cannot be entirely dismissed.@(((:tag . "PRP$") (:stem . "our") (:form . "Our") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "preliminary") (:form . "preliminary") (:end . 15)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "evidence") (:form . "evidence") (:end . 24)\n (:start . 16) (:id . 44))\n ((:tag . "VBZ") (:stem . "point") (:form . "points") (:end . 31)\n (:start . 25) (:id . 45))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 34) (:start . 32)\n (:id . 46))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 36) (:start . 35)\n (:id . 47))\n ((:tag . "``") (:stem . "‘") (:form . "‘") (:end . 38) (:start . 37)\n (:id . 48))\n ((:tag . "JJ") (:stem . "single") (:form . "single") (:end . 44)\n (:start . 38) (:id . 49))\n ((:tag . "POS") (:stem . "'") (:form . "’") (:end . 45) (:start . 44)\n (:id . 50))\n ((:tag . "NN") (:stem . "tick") (:form . "tick") (:end . 50) (:start . 46)\n (:id . 51))\n ((:tag . "NNP") (:stem . "Dicer") (:form . "Dicer") (:end . 56) (:start . 51)\n (:id . 52))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 61) (:start . 57)\n (:id . 53))\n ((:tag . "RB") (:stem . "yet") (:form . "yet") (:end . 65) (:start . 62)\n (:id . 54))\n ((:tag . "JJ") (:stem . "un-confirmed") (:form . "un-confirmed") (:end . 78)\n (:start . 66) (:id . 55))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 88)\n (:start . 79) (:id . 56))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 89) (:start . 88)\n (:id . 57))\n ((:tag . "IN") (:stem . "though") (:form . "though") (:end . 96)\n (:start . 90) (:id . 58))\n ((:tag . "IN") (:stem . "until") (:form . "until") (:end . 102) (:start . 97)\n (:id . 59))\n ((:tag . "JJ") (:stem . "complete") (:form . "complete") (:end . 111)\n (:start . 103) (:id . 60))\n ((:tag . "NN") (:stem . "tick") (:form . "tick") (:end . 116) (:start . 112)\n (:id . 61))\n ((:tag . "NN") (:stem . "genome") (:form . "genome") (:end . 123)\n (:start . 117) (:id . 62))\n ((:tag . "NNS") (:stem . "resource") (:form . "resources") (:end . 133)\n (:start . 124) (:id . 63))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 137) (:start . 134)\n (:id . 64))\n ((:tag . "JJ") (:stem . "available") (:form . "available") (:end . 147)\n (:start . 138) (:id . 65))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 151) (:start . 148)\n (:id . 66))\n ((:tag . "NN") (:stem . "presence") (:form . "presence") (:end . 160)\n (:start . 152) (:id . 67))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 163) (:start . 161)\n (:id . 68))\n ((:tag . "JJR") (:stem . "more") (:form . "more") (:end . 168) (:start . 164)\n (:id . 69))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 173) (:start . 169)\n (:id . 70))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 177) (:start . 174)\n (:id . 71))\n ((:tag . "NNP") (:stem . "Dicer") (:form . "Dicer") (:end . 183)\n (:start . 178) (:id . 72))\n ((:tag . "NN") (:stem . "cannot") (:form . "cannot") (:end . 190)\n (:start . 184) (:id . 73))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 193) (:start . 191)\n (:id . 74))\n ((:tag . "RB") (:stem . "entirely") (:form . "entirely") (:end . 202)\n (:start . 194) (:id . 75))\n ((:tag . "VBN") (:stem . "dismiss") (:form . "dismissed") (:end . 212)\n (:start . 203) (:id . 76))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 213) (:start . 212)\n (:id . 77)))@@@1@36@((:hcues ((:id . :x9.200.1) (:span 184 212)))\n (:hscopes ((:id . :x9.200.1) (:span 148 212)))\n (:identifiers (:sid . :s9.200) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502964@unknown@formal@none@1@S@The RISC structure contains the following essential proteins: D. melanogaster R2D2 or C. elegans Rde-4 [17], D. melanogaster homologue of the Fragile × mental retardation protein (FMRP) dFXR [45], Vasa Intronic gene (VIG) and a Tudor Staphylococcal nuclease [46,50].@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "RISC") (:form . "RISC") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 18)\n (:start . 9) (:id . 44))\n ((:tag . "VBZ") (:stem . "contain") (:form . "contains") (:end . 27)\n (:start . 19) (:id . 45))\n ((:tag . "DT") (:stem . 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"45") (:end . 194) (:start . 192)\n (:id . 77))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 195) (:start . 194)\n (:id . 78))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 196) (:start . 195)\n (:id . 79))\n ((:tag . "NNP") (:stem . "Vasa") (:form . "Vasa") (:end . 201) (:start . 197)\n (:id . 80))\n ((:tag . "JJ") (:stem . "intronic") (:form . "Intronic") (:end . 210)\n (:start . 202) (:id . 81))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 215) (:start . 211)\n (:id . 82))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 217) (:start . 216)\n (:id . 83))\n ((:tag . "NNP") (:stem . "VIG") (:form . "VIG") (:end . 220) (:start . 217)\n (:id . 84))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 221) (:start . 220)\n (:id . 85))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 225) (:start . 222)\n (:id . 86))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 227) (:start . 226)\n (:id . 87))\n ((:tag . "NNP") (:stem . "Tudor") (:form . "Tudor") (:end . 233)\n (:start . 228) (:id . 88))\n ((:tag . "JJ") (:stem . "staphylococcal") (:form . "Staphylococcal")\n (:end . 248) (:start . 234) (:id . 89))\n ((:tag . "NN") (:stem . "nuclease") (:form . "nuclease") (:end . 257)\n (:start . 249) (:id . 90))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 259) (:start . 258)\n (:id . 91))\n ((:tag . "CD") (:stem . "46,50") (:form . "46,50") (:end . 264)\n (:start . 259) (:id . 92))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 265) (:start . 264)\n (:id . 93))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 266) (:start . 265)\n (:id . 94)))@@@1@53@((:identifiers (:sid . :s9.201) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502965@unknown@formal@none@1@S@We were able to confirm the presence of putative tick FMRp but no significant hits for TudorSN or VIG homologues and no significant similarity to known RNA binding proteins using the current tick resources.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "JJ") (:stem . "able") (:form . "able") (:end . 12) (:start . 8)\n (:id . 44))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 15) (:start . 13)\n (:id . 45))\n ((:tag . "VB") (:stem . "confirm") (:form . "confirm") (:end . 23)\n (:start . 16) (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 27) (:start . 24)\n (:id . 47))\n ((:tag . "NN") (:stem . 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(:end . 206) (:start . 205)\n (:id . 76)))@@@1@35@((:identifiers (:sid . :s9.202) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502966@unknown@formal@none@1@S@However, a concurrent study has identified a putative I. scapularis TudorSN (GenBank, Ixodes scapularis Genome Project Consortium) yet to be confirmed in R. microplus.@(((:tag . "RB") (:stem . "however") (:form . "However") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 10) (:start . 9)\n (:id . 44))\n ((:tag . "JJ") (:stem . "concurrent") (:form . "concurrent") (:end . 21)\n (:start . 11) (:id . 45))\n ((:tag . "NN") (:stem . "study") (:form . "study") (:end . 27) (:start . 22)\n (:id . 46))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 31) (:start . 28)\n (:id . 47))\n ((:tag . "VBN") (:stem . "identify") (:form . 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(:end . 156) (:start . 154)\n (:id . 68))\n ((:tag . "NN") (:stem . "microplus") (:form . "microplus") (:end . 166)\n (:start . 157) (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 167) (:start . 166)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s9.203) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502967@unknown@formal@none@1@S@The Argonaute (Ago) family of proteins contains 2 distinct RNA-binding domains PAZ and PIWI (PPD) required to bind the siRNA and to slice the cognate RNA to be degraded, respectively and thus are essential to RISC [51,52].@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "Argonaute") (:form . "Argonaute") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 15) (:start . 14)\n (:id . 44))\n ((:tag . "NNP") (:stem . "Ago") (:form . 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(:end . 222) (:start . 221)\n (:id . 86)))@@@1@45@((:identifiers (:sid . :s9.204) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502968@unknown@formal@none@1@S@Our study confirmed the presence of tick Ago-1 and Ago-2 in the I. scapularis genome reads and found evidence for a complete Ago-1 protein in the R. microplus EST database.@(((:tag . "PRP$") (:stem . "our") (:form . "Our") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "study") (:form . "study") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . "VBD") (:stem . "confirm") (:form . "confirmed") (:end . 19)\n (:start . 10) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 23) (:start . 20)\n (:id . 45))\n ((:tag . "NN") (:stem . "presence") (:form . "presence") (:end . 32)\n (:start . 24) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 35) (:start . 33)\n (:id . 47))\n ((:tag . "NN") (:stem . "tick") (:form . 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(:end . 79) (:start . 78)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s9.206) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502970@unknown@formal@none@1@S@The functions of these tick Argonaute proteins remains to be confirmed and further research is required to identify the full complement of tick PPD proteins.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "function") (:form . "functions") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 16) (:start . 14)\n (:id . 44))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 22) (:start . 17)\n (:id . 45))\n ((:tag . "NN") (:stem . "tick") (:form . "tick") (:end . 27) (:start . 23)\n (:id . 46))\n ((:tag . "NN") (:stem . "argonaute") (:form . "Argonaute") (:end . 37)\n (:start . 28) (:id . 47))\n ((:tag . "NNS") (:stem . "protein") (:form . 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(:end . 157) (:start . 156)\n (:id . 67)))@@@1@26@((:hcues ((:id . :x9.207.1) (:span 47 70)))\n (:hscopes ((:id . :x9.207.1) (:span 0 70)))\n (:identifiers (:sid . :s9.207) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502971@unknown@formal@none@1@S@Flies and mosquitoes do not possess C. elegans Sid-1 homologues known to be responsible for systemic and germ-line RNAi.@(((:tag . "NNS") (:stem . "fly") (:form . "Flies") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 9) (:start . 6)\n (:id . 43))\n ((:tag . "NNS") (:stem . "mosquito") (:form . "mosquitoes") (:end . 20)\n (:start . 10) (:id . 44))\n ((:tag . "VBP") (:stem . "do") (:form . "do") (:end . 23) (:start . 21)\n (:id . 45))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 27) (:start . 24)\n (:id . 46))\n ((:tag . "VB") (:stem . "possess") (:form . 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(:end . 100) (:start . 99)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s9.228) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5502992@unknown@formal@none@1@S@The BME26 cell line also has a doubling time of 7 days, considerably slower than the Drosophila cell lines.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "BME26") (:form . "BME26") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "cell") (:form . "cell") (:end . 14) (:start . 10)\n (:id . 44))\n ((:tag . "NN") (:stem . "line") (:form . "line") (:end . 19) (:start . 15)\n (:id . 45))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 24) (:start . 20)\n (:id . 46))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 28) (:start . 25)\n (:id . 47))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 30) (:start . 29)\n (:id . 48))\n ((:tag . "JJ") (:stem . 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(:end . 75) (:start . 74)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s9.259) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503023@unknown@formal@none@1@S@The best hits from the R. microplus and I. scapularis sequences where then used as query sequences in a second round of BLAST searches against the D. melanogaster and C. elegans subsets of the NCBI non-redundant protein database.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJS") (:stem . "good") (:form . "best") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "NNS") (:stem . "hit") (:form . "hits") (:end . 13) (:start . 9)\n (:id . 44))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 18) (:start . 14)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 22) (:start . 19)\n (:id . 46))\n ((:tag . "NNP") (:stem . "R.") (:form . "R.") 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"return") (:end . 222)\n (:start . 216) (:id . 75))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 226) (:start . 223)\n (:id . 76))\n ((:tag . "VBG") (:stem . "correspond") (:form . "corresponding") (:end . 240)\n (:start . 227) (:id . 77))\n ((:tag . "NNP") (:stem . "RNAi") (:form . "RNAi") (:end . 245) (:start . 241)\n (:id . 78))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 253)\n (:start . 246) (:id . 79))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 258) (:start . 254)\n (:id . 80))\n ((:tag . "RB") (:stem . "subsequently") (:form . "subsequently") (:end . 271)\n (:start . 259) (:id . 81))\n ((:tag . "VBN") (:stem . "disregard") (:form . "disregarded") (:end . 283)\n (:start . 272) (:id . 82))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 284) (:start . 283)\n (:id . 83)))@@@1@42@((:identifiers (:sid . :s9.261) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503025@unknown@formal@none@1@S@Further confirmation was obtained by performing searches against the InterPro database using InterProScan (data not shown) [63].@(((:tag . "JJ") (:stem . "further") (:form . "Further") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "confirmation") (:form . "confirmation") (:end . 20)\n (:start . 8) (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 24) (:start . 21)\n (:id . 44))\n ((:tag . "VBN") (:stem . "obtain") (:form . "obtained") (:end . 33)\n (:start . 25) (:id . 45))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 36) (:start . 34)\n (:id . 46))\n ((:tag . "VBG") (:stem . "perform") (:form . "performing") (:end . 47)\n (:start . 37) (:id . 47))\n ((:tag . "NNS") (:stem . "search") (:form . "searches") (:end . 56)\n (:start . 48) (:id . 48))\n ((:tag . "IN") (:stem . "against") (:form . "against") (:end . 64)\n (:start . 57) (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 68) (:start . 65)\n (:id . 50))\n ((:tag . "NNP") (:stem . "InterPro") (:form . "InterPro") (:end . 77)\n (:start . 69) (:id . 51))\n ((:tag . "NN") (:stem . "database") (:form . "database") (:end . 86)\n (:start . 78) (:id . 52))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 92) (:start . 87)\n (:id . 53))\n ((:tag . "NNP") (:stem . "InterProScan") (:form . "InterProScan")\n (:end . 105) (:start . 93) (:id . 54))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 107) (:start . 106)\n (:id . 55))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 111)\n (:start . 107) (:id . 56))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 115) (:start . 112)\n (:id . 57))\n ((:tag . "VBN") (:stem . "show") (:form . "shown") (:end . 121)\n (:start . 116) (:id . 58))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 122) (:start . 121)\n (:id . 59))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 124) (:start . 123)\n (:id . 60))\n ((:tag . "CD") (:stem . "63") (:form . "63") (:end . 126) (:start . 124)\n (:id . 61))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 127) (:start . 126)\n (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 128) (:start . 127)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s9.262) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503026@unknown@formal@none@1@S@All searches were performed with the BLAST default settings.@(((:tag . "DT") (:stem . "all") (:form . "All") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "search") (:form . "searches") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 17) (:start . 13)\n (:id . 44))\n ((:tag . "VBN") (:stem . "perform") (:form . "performed") (:end . 27)\n (:start . 18) (:id . 45))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 32) (:start . 28)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 36) (:start . 33)\n (:id . 47))\n ((:tag . "NN") (:stem . "blast") (:form . "BLAST") (:end . 42) (:start . 37)\n (:id . 48))\n ((:tag . "NN") (:stem . "default") (:form . "default") (:end . 50)\n (:start . 43) (:id . 49))\n ((:tag . "NNS") (:stem . "setting") (:form . "settings") (:end . 59)\n (:start . 51) (:id . 50))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 60) (:start . 59)\n (:id . 51)))@@@1@10@((:identifiers (:sid . :s9.263) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503027@unknown@formal@none@1@S@Specific approaches for Dicer, Argonautes and RdRP homologues are described below.@(((:tag . "JJ") (:stem . "specific") (:form . "Specific") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "approach") (:form . "approaches") (:end . 19)\n (:start . 9) (:id . 43))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 23) (:start . 20)\n (:id . 44))\n ((:tag . "NNP") (:stem . "Dicer") (:form . "Dicer") (:end . 29) (:start . 24)\n (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 30) (:start . 29)\n (:id . 46))\n ((:tag . "NNP") (:stem . "Argonaute") (:form . "Argonautes") (:end . 41)\n (:start . 31) (:id . 47))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 45) (:start . 42)\n (:id . 48))\n ((:tag . "NNP") (:stem . "RdRP") (:form . "RdRP") (:end . 50) (:start . 46)\n (:id . 49))\n ((:tag . "NNS") (:stem . "homologue") (:form . "homologues") (:end . 61)\n (:start . 51) (:id . 50))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 65) (:start . 62)\n (:id . 51))\n ((:tag . "VBN") (:stem . "describe") (:form . "described") (:end . 75)\n (:start . 66) (:id . 52))\n ((:tag . "RB") (:stem . "below") (:form . "below") (:end . 81) (:start . 76)\n (:id . 53))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 82) (:start . 81)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s9.264) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503028@unknown@formal@none@1@S@Multiple sequence alignments for the domains typical for proteins of the Dicer family were retrieved from the Pfam website.@(((:tag . "JJ") (:stem . "multiple") (:form . "Multiple") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 17)\n (:start . 9) (:id . 43))\n ((:tag . "NNS") (:stem . "alignment") (:form . "alignments") (:end . 28)\n (:start . 18) (:id . 44))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 32) (:start . 29)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 36) (:start . 33)\n (:id . 46))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 44)\n (:start . 37) (:id . 47))\n ((:tag . "JJ") (:stem . "typical") (:form . "typical") (:end . 52)\n (:start . 45) (:id . 48))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 56) (:start . 53)\n (:id . 49))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 65)\n (:start . 57) (:id . 50))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 68) (:start . 66)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 72) (:start . 69)\n (:id . 52))\n ((:tag . "NNP") (:stem . "Dicer") (:form . "Dicer") (:end . 78) (:start . 73)\n (:id . 53))\n ((:tag . "NN") (:stem . "family") (:form . "family") (:end . 85)\n (:start . 79) (:id . 54))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 90) (:start . 86)\n (:id . 55))\n ((:tag . "VBN") (:stem . "retrieve") (:form . "retrieved") (:end . 100)\n (:start . 91) (:id . 56))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 105) (:start . 101)\n (:id . 57))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 109) (:start . 106)\n (:id . 58))\n ((:tag . "NNP") (:stem . "Pfam") (:form . "Pfam") (:end . 114) (:start . 110)\n (:id . 59))\n ((:tag . "NN") (:stem . "website") (:form . "website") (:end . 122)\n (:start . 115) (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 123) (:start . 122)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s9.265) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503029@unknown@formal@none@1@S@Specifically these were the alignments for the Helicase conserved C terminal domain (Pfam:PF00271), double-stranded RNA binding domain (Pfam:PF03368), PAZ domain (Pfam:PF02170), RNase3 domain (Pfam:PF00636), and the double-stranded RNA binding motif (Pfam:PF00035).@(((:tag . "RB") (:stem . "specifically") (:form . "Specifically") (:end . 12)\n (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 18) (:start . 13)\n (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 23) (:start . 19)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 27) (:start . 24)\n (:id . 45))\n ((:tag . "NNS") (:stem . "alignment") (:form . "alignments") (:end . 38)\n (:start . 28) (:id . 46))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 42) (:start . 39)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 46) (:start . 43)\n (:id . 48))\n ((:tag . "NNP") (:stem . "Helicase") (:form . "Helicase") (:end . 55)\n (:start . 47) (:id . 49))\n ((:tag . "VBN") (:stem . "conserve") (:form . "conserved") (:end . 65)\n (:start . 56) (:id . 50))\n ((:tag . "NNP") (:stem . "C") (:form . "C") (:end . 67) (:start . 66)\n (:id . 51))\n ((:tag . "JJ") (:stem . "terminal") (:form . "terminal") (:end . 76)\n (:start . 68) (:id . 52))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 83)\n (:start . 77) (:id . 53))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 85) (:start . 84)\n (:id . 54))\n ((:tag . "NNP") (:stem . "Pfam:PF00271") (:form . "Pfam:PF00271") (:end . 97)\n (:start . 85) (:id . 55))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 98) (:start . 97)\n (:id . 56))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 99) (:start . 98)\n (:id . 57))\n ((:tag . "JJ") (:stem . "double-stranded") (:form . "double-stranded")\n (:end . 115) (:start . 100) (:id . 58))\n ((:tag . "NNP") (:stem . "RNA") (:form . "RNA") (:end . 119) (:start . 116)\n (:id . 59))\n ((:tag . "NN") (:stem . "binding") (:form . "binding") (:end . 127)\n (:start . 120) (:id . 60))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 134)\n (:start . 128) (:id . 61))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 136) (:start . 135)\n (:id . 62))\n ((:tag . "NN") (:stem . "Pfam:PF03368") (:form . "Pfam:PF03368") (:end . 148)\n (:start . 136) (:id . 63))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 149) (:start . 148)\n (:id . 64))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 150) (:start . 149)\n (:id . 65))\n ((:tag . "NNP") (:stem . "PAZ") (:form . "PAZ") (:end . 154) (:start . 151)\n (:id . 66))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 161)\n (:start . 155) (:id . 67))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 163) (:start . 162)\n (:id . 68))\n ((:tag . "NNP") (:stem . "Pfam:PF02170") (:form . "Pfam:PF02170")\n (:end . 175) (:start . 163) (:id . 69))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 176) (:start . 175)\n (:id . 70))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 177) (:start . 176)\n (:id . 71))\n ((:tag . "NN") (:stem . "rnase3") (:form . "RNase3") (:end . 184)\n (:start . 178) (:id . 72))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 191)\n (:start . 185) (:id . 73))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 193) (:start . 192)\n (:id . 74))\n ((:tag . "NNP") (:stem . "Pfam:PF00636") (:form . "Pfam:PF00636")\n (:end . 205) (:start . 193) (:id . 75))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 206) (:start . 205)\n (:id . 76))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 207) (:start . 206)\n (:id . 77))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 211) (:start . 208)\n (:id . 78))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 215) (:start . 212)\n (:id . 79))\n ((:tag . "JJ") (:stem . "double-stranded") (:form . "double-stranded")\n (:end . 231) (:start . 216) (:id . 80))\n ((:tag . "NNP") (:stem . "RNA") (:form . "RNA") (:end . 235) (:start . 232)\n (:id . 81))\n ((:tag . "NN") (:stem . "binding") (:form . "binding") (:end . 243)\n (:start . 236) (:id . 82))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 249)\n (:start . 244) (:id . 83))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 251) (:start . 250)\n (:id . 84))\n ((:tag . "NNP") (:stem . "Pfam:PF00035") (:form . "Pfam:PF00035")\n (:end . 263) (:start . 251) (:id . 85))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 264) (:start . 263)\n (:id . 86))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 265) (:start . 264)\n (:id . 87)))@@@1@46@((:identifiers (:sid . :s9.266) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503030@unknown@formal@none@1@S@Hidden Markov Models (HMMs) were constructed locally using hmmbuild of the HMMER2 package [64] with default settings.@(((:tag . "NNP") (:stem . "Hidden") (:form . "Hidden") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "Markov") (:form . "Markov") (:end . 13)\n (:start . 7) (:id . 43))\n ((:tag . "NNP") (:stem . "Models") (:form . "Models") (:end . 20)\n (:start . 14) (:id . 44))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 22) (:start . 21)\n (:id . 45))\n ((:tag . "NNP") (:stem . "HMM") (:form . "HMMs") (:end . 26) (:start . 22)\n (:id . 46))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 27) (:start . 26)\n (:id . 47))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 32) (:start . 28)\n (:id . 48))\n ((:tag . "VBN") (:stem . "construct") (:form . "constructed") (:end . 44)\n (:start . 33) (:id . 49))\n ((:tag . "RB") (:stem . "locally") (:form . "locally") (:end . 52)\n (:start . 45) (:id . 50))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 58) (:start . 53)\n (:id . 51))\n ((:tag . "NN") (:stem . "hmmbuild") (:form . "hmmbuild") (:end . 67)\n (:start . 59) (:id . 52))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 70) (:start . 68)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 74) (:start . 71)\n (:id . 54))\n ((:tag . "NN") (:stem . "hmmer2") (:form . "HMMER2") (:end . 81)\n (:start . 75) (:id . 55))\n ((:tag . "NN") (:stem . "package") (:form . "package") (:end . 89)\n (:start . 82) (:id . 56))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 91) (:start . 90)\n (:id . 57))\n ((:tag . "CD") (:stem . "64") (:form . "64") (:end . 93) (:start . 91)\n (:id . 58))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 94) (:start . 93)\n (:id . 59))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 99) (:start . 95)\n (:id . 60))\n ((:tag . "NN") (:stem . "default") (:form . "default") (:end . 107)\n (:start . 100) (:id . 61))\n ((:tag . "NNS") (:stem . "setting") (:form . "settings") (:end . 116)\n (:start . 108) (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 117) (:start . 116)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s9.267) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503031@unknown@formal@none@1@S@The programs estwisedb and genewisedb of the Wise2 package [65] were used to perform searches with each HMM as a query in a local copy of the BmiGI2 database and the I. scapularis sequences obtained from NCBI whole genome sequencing projects.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "program") (:form . "programs") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "estwisedb") (:form . "estwisedb") (:end . 22)\n (:start . 13) (:id . 44))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 26) (:start . 23)\n (:id . 45))\n ((:tag . "NN") (:stem . "genewisedb") (:form . "genewisedb") (:end . 37)\n (:start . 27) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 40) (:start . 38)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 44) (:start . 41)\n (:id . 48))\n ((:tag . "NN") (:stem . "wise2") (:form . "Wise2") (:end . 50) (:start . 45)\n (:id . 49))\n ((:tag . "NN") (:stem . "package") (:form . "package") (:end . 58)\n (:start . 51) (:id . 50))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 60) (:start . 59)\n (:id . 51))\n ((:tag . "CD") (:stem . "65") (:form . "65") (:end . 62) (:start . 60)\n (:id . 52))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 63) (:start . 62)\n (:id . 53))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 68) (:start . 64)\n (:id . 54))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 73) (:start . 69)\n (:id . 55))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 76) (:start . 74)\n (:id . 56))\n ((:tag . "VB") (:stem . "perform") (:form . "perform") (:end . 84)\n (:start . 77) (:id . 57))\n ((:tag . "NNS") (:stem . "search") (:form . "searches") (:end . 93)\n (:start . 85) (:id . 58))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 98) (:start . 94)\n (:id . 59))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 103) (:start . 99)\n (:id . 60))\n ((:tag . "NN") (:stem . "hmm") (:form . "HMM") (:end . 107) (:start . 104)\n (:id . 61))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 110) (:start . 108)\n (:id . 62))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 112) (:start . 111)\n (:id . 63))\n ((:tag . "NN") (:stem . "query") (:form . "query") (:end . 118)\n (:start . 113) (:id . 64))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 121) (:start . 119)\n (:id . 65))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 123) (:start . 122)\n (:id . 66))\n ((:tag . "JJ") (:stem . "local") (:form . "local") (:end . 129)\n (:start . 124) (:id . 67))\n ((:tag . "NN") (:stem . "copy") (:form . "copy") (:end . 134) (:start . 130)\n (:id . 68))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 137) (:start . 135)\n (:id . 69))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 141) (:start . 138)\n (:id . 70))\n ((:tag . "NN") (:stem . "bmigi2") (:form . "BmiGI2") (:end . 148)\n (:start . 142) (:id . 71))\n ((:tag . "NN") (:stem . "database") (:form . "database") (:end . 157)\n (:start . 149) (:id . 72))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 161) (:start . 158)\n (:id . 73))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 165) (:start . 162)\n (:id . 74))\n ((:tag . "NNP") (:stem . "I.") (:form . "I.") (:end . 168) (:start . 166)\n (:id . 75))\n ((:tag . "NN") (:stem . "scapularis") (:form . "scapularis") (:end . 179)\n (:start . 169) (:id . 76))\n ((:tag . "NNS") (:stem . "sequence") (:form . "sequences") (:end . 189)\n (:start . 180) (:id . 77))\n ((:tag . "VBN") (:stem . "obtain") (:form . "obtained") (:end . 198)\n (:start . 190) (:id . 78))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 203) (:start . 199)\n (:id . 79))\n ((:tag . "NNP") (:stem . "NCBI") (:form . "NCBI") (:end . 208) (:start . 204)\n (:id . 80))\n ((:tag . "JJ") (:stem . "whole") (:form . "whole") (:end . 214)\n (:start . 209) (:id . 81))\n ((:tag . "NN") (:stem . "genome") (:form . "genome") (:end . 221)\n (:start . 215) (:id . 82))\n ((:tag . "NN") (:stem . "sequencing") (:form . "sequencing") (:end . 232)\n (:start . 222) (:id . 83))\n ((:tag . "NNS") (:stem . "project") (:form . "projects") (:end . 241)\n (:start . 233) (:id . 84))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 242) (:start . 241)\n (:id . 85)))@@@1@44@((:identifiers (:sid . :s9.268) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503032@unknown@formal@none@1@S@The best hit sequences from these searches were retrieved from the respective databases and a conceptual translation of encoded open reading frames (ORFs) was performed using the program getorf, part of the EMBOSS package of computational biology tools.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJS") (:stem . "good") (:form . "best") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "VBN") (:stem . "hit") (:form . "hit") (:end . 12) (:start . 9)\n (:id . 44))\n ((:tag . "NNS") (:stem . "sequence") (:form . "sequences") (:end . 22)\n (:start . 13) (:id . 45))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 27) (:start . 23)\n (:id . 46))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 33) (:start . 28)\n (:id . 47))\n ((:tag . "NNS") (:stem . "search") (:form . "searches") (:end . 42)\n (:start . 34) (:id . 48))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 47) (:start . 43)\n (:id . 49))\n ((:tag . "VBN") (:stem . "retrieve") (:form . "retrieved") (:end . 57)\n (:start . 48) (:id . 50))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 62) (:start . 58)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 66) (:start . 63)\n (:id . 52))\n ((:tag . "JJ") (:stem . "respective") (:form . "respective") (:end . 77)\n (:start . 67) (:id . 53))\n ((:tag . "NNS") (:stem . "database") (:form . "databases") (:end . 87)\n (:start . 78) (:id . 54))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 91) (:start . 88)\n (:id . 55))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 93) (:start . 92)\n (:id . 56))\n ((:tag . "JJ") (:stem . "conceptual") (:form . "conceptual") (:end . 104)\n (:start . 94) (:id . 57))\n ((:tag . "NN") (:stem . "translation") (:form . "translation") (:end . 116)\n (:start . 105) (:id . 58))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 119) (:start . 117)\n (:id . 59))\n ((:tag . "VBN") (:stem . "encode") (:form . "encoded") (:end . 127)\n (:start . 120) (:id . 60))\n ((:tag . "JJ") (:stem . "open") (:form . "open") (:end . 132) (:start . 128)\n (:id . 61))\n ((:tag . "NN") (:stem . "reading") (:form . "reading") (:end . 140)\n (:start . 133) (:id . 62))\n ((:tag . "NNS") (:stem . "frame") (:form . "frames") (:end . 147)\n (:start . 141) (:id . 63))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 149) (:start . 148)\n (:id . 64))\n ((:tag . "NNP") (:stem . "ORF") (:form . "ORFs") (:end . 153) (:start . 149)\n (:id . 65))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 154) (:start . 153)\n (:id . 66))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 158) (:start . 155)\n (:id . 67))\n ((:tag . "VBN") (:stem . "perform") (:form . "performed") (:end . 168)\n (:start . 159) (:id . 68))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 174) (:start . 169)\n (:id . 69))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 178) (:start . 175)\n (:id . 70))\n ((:tag . "NN") (:stem . "program") (:form . "program") (:end . 186)\n (:start . 179) (:id . 71))\n ((:tag . "NN") (:stem . "getorf") (:form . "getorf") (:end . 193)\n (:start . 187) (:id . 72))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 194) (:start . 193)\n (:id . 73))\n ((:tag . "NN") (:stem . "part") (:form . "part") (:end . 199) (:start . 195)\n (:id . 74))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 202) (:start . 200)\n (:id . 75))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 206) (:start . 203)\n (:id . 76))\n ((:tag . "NNP") (:stem . "EMBOSS") (:form . "EMBOSS") (:end . 213)\n (:start . 207) (:id . 77))\n ((:tag . "NN") (:stem . "package") (:form . "package") (:end . 221)\n (:start . 214) (:id . 78))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 224) (:start . 222)\n (:id . 79))\n ((:tag . "JJ") (:stem . "computational") (:form . "computational")\n (:end . 238) (:start . 225) (:id . 80))\n ((:tag . "NN") (:stem . "biology") (:form . "biology") (:end . 246)\n (:start . 239) (:id . 81))\n ((:tag . "NNS") (:stem . "tool") (:form . "tools") (:end . 252)\n (:start . 247) (:id . 82))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 253) (:start . 252)\n (:id . 83)))@@@1@42@((:identifiers (:sid . :s9.269) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503033@unknown@formal@none@1@S@The ORFs were then used as the query sequence for a blastp search against the NCBI Reference Sequence protein database to verify the validity of the initial search results.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "orf") (:form . "ORFs") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 13) (:start . 9)\n (:id . 44))\n ((:tag . "RB") (:stem . "then") (:form . "then") (:end . 18) (:start . 14)\n (:id . 45))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 23) (:start . 19)\n (:id . 46))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 26) (:start . 24)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 30) (:start . 27)\n (:id . 48))\n ((:tag . "NN") (:stem . "query") (:form . "query") (:end . 36) (:start . 31)\n (:id . 49))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 45)\n (:start . 37) (:id . 50))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 49) (:start . 46)\n (:id . 51))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 51) (:start . 50)\n (:id . 52))\n ((:tag . "NN") (:stem . "blastp") (:form . "blastp") (:end . 58)\n (:start . 52) (:id . 53))\n ((:tag . "NN") (:stem . "search") (:form . "search") (:end . 65)\n (:start . 59) (:id . 54))\n ((:tag . "IN") (:stem . "against") (:form . "against") (:end . 73)\n (:start . 66) (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 77) (:start . 74)\n (:id . 56))\n ((:tag . "NNP") (:stem . "NCBI") (:form . "NCBI") (:end . 82) (:start . 78)\n (:id . 57))\n ((:tag . "NNP") (:stem . "Reference") (:form . "Reference") (:end . 92)\n (:start . 83) (:id . 58))\n ((:tag . "NN") (:stem . "sequence") (:form . "Sequence") (:end . 101)\n (:start . 93) (:id . 59))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 109)\n (:start . 102) (:id . 60))\n ((:tag . "NN") (:stem . "database") (:form . "database") (:end . 118)\n (:start . 110) (:id . 61))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 121) (:start . 119)\n (:id . 62))\n ((:tag . "VB") (:stem . "verify") (:form . "verify") (:end . 128)\n (:start . 122) (:id . 63))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 132) (:start . 129)\n (:id . 64))\n ((:tag . "NN") (:stem . "validity") (:form . "validity") (:end . 141)\n (:start . 133) (:id . 65))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 144) (:start . 142)\n (:id . 66))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 148) (:start . 145)\n (:id . 67))\n ((:tag . "JJ") (:stem . "initial") (:form . "initial") (:end . 156)\n (:start . 149) (:id . 68))\n ((:tag . "NN") (:stem . "search") (:form . "search") (:end . 163)\n (:start . 157) (:id . 69))\n ((:tag . "NNS") (:stem . "result") (:form . "results") (:end . 171)\n (:start . 164) (:id . 70))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 172) (:start . 171)\n (:id . 71)))@@@1@30@((:identifiers (:sid . :s9.270) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503034@unknown@formal@none@1@S@Further confirmation of the search results was achieved by screening the ORFs against the Pfam database using the global search model.@(((:tag . "JJ") (:stem . "further") (:form . "Further") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "confirmation") (:form . "confirmation") (:end . 20)\n (:start . 8) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 23) (:start . 21)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 27) (:start . 24)\n (:id . 45))\n ((:tag . "NN") (:stem . "search") (:form . "search") (:end . 34)\n (:start . 28) (:id . 46))\n ((:tag . "NNS") (:stem . "result") (:form . "results") (:end . 42)\n (:start . 35) (:id . 47))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 46) (:start . 43)\n (:id . 48))\n ((:tag . "VBN") (:stem . "achieve") (:form . "achieved") (:end . 55)\n (:start . 47) (:id . 49))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 58) (:start . 56)\n (:id . 50))\n ((:tag . "VBG") (:stem . "screen") (:form . "screening") (:end . 68)\n (:start . 59) (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 72) (:start . 69)\n (:id . 52))\n ((:tag . "NNS") (:stem . "orf") (:form . "ORFs") (:end . 77) (:start . 73)\n (:id . 53))\n ((:tag . "IN") (:stem . "against") (:form . "against") (:end . 85)\n (:start . 78) (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 89) (:start . 86)\n (:id . 55))\n ((:tag . "NNP") (:stem . "Pfam") (:form . "Pfam") (:end . 94) (:start . 90)\n (:id . 56))\n ((:tag . "NN") (:stem . "database") (:form . "database") (:end . 103)\n (:start . 95) (:id . 57))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 109) (:start . 104)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 113) (:start . 110)\n (:id . 59))\n ((:tag . "JJ") (:stem . "global") (:form . "global") (:end . 120)\n (:start . 114) (:id . 60))\n ((:tag . "NN") (:stem . "search") (:form . "search") (:end . 127)\n (:start . 121) (:id . 61))\n ((:tag . "NN") (:stem . "model") (:form . "model") (:end . 133)\n (:start . 128) (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 134) (:start . 133)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s9.271) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503035@unknown@formal@none@1@S@For the prediction of gene models and the identification of the exon/intron structure, the program genewise from the Wise2 package was used to map the detected ORFs to the genomic sequences.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "prediction") (:form . "prediction") (:end . 18)\n (:start . 8) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 21) (:start . 19)\n (:id . 45))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 26) (:start . 22)\n (:id . 46))\n ((:tag . "NNS") (:stem . "model") (:form . "models") (:end . 33)\n (:start . 27) (:id . 47))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 37) (:start . 34)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 41) (:start . 38)\n (:id . 49))\n ((:tag . "NN") (:stem . "identification") (:form . "identification")\n (:end . 56) (:start . 42) (:id . 50))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 59) (:start . 57)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 63) (:start . 60)\n (:id . 52))\n ((:tag . "NN") (:stem . "exon/intron") (:form . "exon/intron") (:end . 75)\n (:start . 64) (:id . 53))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 85)\n (:start . 76) (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 86) (:start . 85)\n (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 90) (:start . 87)\n (:id . 56))\n ((:tag . "NN") (:stem . "program") (:form . "program") (:end . 98)\n (:start . 91) (:id . 57))\n ((:tag . "RB") (:stem . "genewise") (:form . "genewise") (:end . 107)\n (:start . 99) (:id . 58))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 112) (:start . 108)\n (:id . 59))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 116) (:start . 113)\n (:id . 60))\n ((:tag . "NN") (:stem . "wise2") (:form . "Wise2") (:end . 122)\n (:start . 117) (:id . 61))\n ((:tag . "NN") (:stem . "package") (:form . "package") (:end . 130)\n (:start . 123) (:id . 62))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 134) (:start . 131)\n (:id . 63))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 139) (:start . 135)\n (:id . 64))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 142) (:start . 140)\n (:id . 65))\n ((:tag . "VB") (:stem . "map") (:form . "map") (:end . 146) (:start . 143)\n (:id . 66))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 150) (:start . 147)\n (:id . 67))\n ((:tag . "VBN") (:stem . "detect") (:form . "detected") (:end . 159)\n (:start . 151) (:id . 68))\n ((:tag . "NNS") (:stem . "orf") (:form . "ORFs") (:end . 164) (:start . 160)\n (:id . 69))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 167) (:start . 165)\n (:id . 70))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 171) (:start . 168)\n (:id . 71))\n ((:tag . "JJ") (:stem . "genomic") (:form . "genomic") (:end . 179)\n (:start . 172) (:id . 72))\n ((:tag . "NNS") (:stem . "sequence") (:form . "sequences") (:end . 189)\n (:start . 180) (:id . 73))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 190) (:start . 189)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s9.272) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503036@unknown@formal@none@1@S@I. scapularis expressed sequence tags from the I. scapularis ISGI2 database were used in blastn searches to verify the validity of the predicted exon/intron structure by genewise.@(((:tag . "LS") (:stem . "i.") (:form . "I.") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "scapularis") (:form . "scapularis") (:end . 13)\n (:start . 3) (:id . 43))\n ((:tag . "VBN") (:stem . "express") (:form . "expressed") (:end . 23)\n (:start . 14) (:id . 44))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 32)\n (:start . 24) (:id . 45))\n ((:tag . "NNS") (:stem . "tag") (:form . "tags") (:end . 37) (:start . 33)\n (:id . 46))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 42) (:start . 38)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 46) (:start . 43)\n (:id . 48))\n ((:tag . "NNP") (:stem . "I.") (:form . "I.") (:end . 49) (:start . 47)\n (:id . 49))\n ((:tag . "NN") (:stem . "scapularis") (:form . "scapularis") (:end . 60)\n (:start . 50) (:id . 50))\n ((:tag . "NN") (:stem . "isgi2") (:form . "ISGI2") (:end . 66) (:start . 61)\n (:id . 51))\n ((:tag . "NN") (:stem . "database") (:form . "database") (:end . 75)\n (:start . 67) (:id . 52))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 80) (:start . 76)\n (:id . 53))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 85) (:start . 81)\n (:id . 54))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 88) (:start . 86)\n (:id . 55))\n ((:tag . "NN") (:stem . "blastn") (:form . "blastn") (:end . 95)\n (:start . 89) (:id . 56))\n ((:tag . "NNS") (:stem . "search") (:form . "searches") (:end . 104)\n (:start . 96) (:id . 57))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 107) (:start . 105)\n (:id . 58))\n ((:tag . "VB") (:stem . "verify") (:form . "verify") (:end . 114)\n (:start . 108) (:id . 59))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 118) (:start . 115)\n (:id . 60))\n ((:tag . "NN") (:stem . "validity") (:form . "validity") (:end . 127)\n (:start . 119) (:id . 61))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 130) (:start . 128)\n (:id . 62))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 134) (:start . 131)\n (:id . 63))\n ((:tag . "VBN") (:stem . "predict") (:form . "predicted") (:end . 144)\n (:start . 135) (:id . 64))\n ((:tag . "NN") (:stem . "exon/intron") (:form . "exon/intron") (:end . 156)\n (:start . 145) (:id . 65))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 166)\n (:start . 157) (:id . 66))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 169) (:start . 167)\n (:id . 67))\n ((:tag . "NN") (:stem . "genewise") (:form . "genewise") (:end . 178)\n (:start . 170) (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 179) (:start . 178)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s9.273) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503037@unknown@formal@none@1@S@The sequences of the ORFs were also screened against a local copy of the Pfam database using the program hmmpfam of the HMMER2 package to reveal the sequence structure of the conserved domains.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "sequence") (:form . "sequences") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 16) (:start . 14)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 20) (:start . 17)\n (:id . 45))\n ((:tag . "NNS") (:stem . "orf") (:form . "ORFs") (:end . 25) (:start . 21)\n (:id . 46))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 30) (:start . 26)\n (:id . 47))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 35) (:start . 31)\n (:id . 48))\n ((:tag . "VBN") (:stem . "screen") (:form . "screened") (:end . 44)\n (:start . 36) (:id . 49))\n ((:tag . "IN") (:stem . "against") (:form . "against") (:end . 52)\n (:start . 45) (:id . 50))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 54) (:start . 53)\n (:id . 51))\n ((:tag . "JJ") (:stem . "local") (:form . "local") (:end . 60) (:start . 55)\n (:id . 52))\n ((:tag . "NN") (:stem . "copy") (:form . "copy") (:end . 65) (:start . 61)\n (:id . 53))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 68) (:start . 66)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 72) (:start . 69)\n (:id . 55))\n ((:tag . "NNP") (:stem . "Pfam") (:form . "Pfam") (:end . 77) (:start . 73)\n (:id . 56))\n ((:tag . "NN") (:stem . "database") (:form . "database") (:end . 86)\n (:start . 78) (:id . 57))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 92) (:start . 87)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 96) (:start . 93)\n (:id . 59))\n ((:tag . "NN") (:stem . "program") (:form . "program") (:end . 104)\n (:start . 97) (:id . 60))\n ((:tag . "NN") (:stem . "hmmpfam") (:form . "hmmpfam") (:end . 112)\n (:start . 105) (:id . 61))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 115) (:start . 113)\n (:id . 62))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 119) (:start . 116)\n (:id . 63))\n ((:tag . "NN") (:stem . "hmmer2") (:form . "HMMER2") (:end . 126)\n (:start . 120) (:id . 64))\n ((:tag . "NN") (:stem . "package") (:form . "package") (:end . 134)\n (:start . 127) (:id . 65))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 137) (:start . 135)\n (:id . 66))\n ((:tag . "VB") (:stem . "reveal") (:form . "reveal") (:end . 144)\n (:start . 138) (:id . 67))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 148) (:start . 145)\n (:id . 68))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 157)\n (:start . 149) (:id . 69))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 167)\n (:start . 158) (:id . 70))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 170) (:start . 168)\n (:id . 71))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 174) (:start . 171)\n (:id . 72))\n ((:tag . "VBN") (:stem . "conserve") (:form . "conserved") (:end . 184)\n (:start . 175) (:id . 73))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 192)\n (:start . 185) (:id . 74))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 193) (:start . 192)\n (:id . 75)))@@@1@34@((:identifiers (:sid . :s9.274) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503038@unknown@formal@none@1@S@Multiple sequence alignments of amino acid sequences stored in the Pfam database were obtained for following protein domains and domain families: Domain of unknown function (DUF)1785 (Pfam:PF08699), PAZ domain (Pfam:PF02170) and Piwi (Pfam:PF02171).@(((:tag . "JJ") (:stem . "multiple") (:form . "Multiple") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 17)\n (:start . 9) (:id . 43))\n ((:tag . "NNS") (:stem . "alignment") (:form . "alignments") (:end . 28)\n (:start . 18) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 31) (:start . 29)\n (:id . 45))\n ((:tag . "JJ") (:stem . "amino") (:form . "amino") (:end . 37) (:start . 32)\n (:id . 46))\n ((:tag . "NN") (:stem . "acid") (:form . "acid") (:end . 42) (:start . 38)\n (:id . 47))\n ((:tag . "NNS") (:stem . "sequence") (:form . "sequences") (:end . 52)\n (:start . 43) (:id . 48))\n ((:tag . "VBN") (:stem . "store") (:form . "stored") (:end . 59)\n (:start . 53) (:id . 49))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 62) (:start . 60)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 66) (:start . 63)\n (:id . 51))\n ((:tag . "NNP") (:stem . "Pfam") (:form . "Pfam") (:end . 71) (:start . 67)\n (:id . 52))\n ((:tag . "NN") (:stem . "database") (:form . "database") (:end . 80)\n (:start . 72) (:id . 53))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 85) (:start . 81)\n (:id . 54))\n ((:tag . "VBN") (:stem . "obtain") (:form . "obtained") (:end . 94)\n (:start . 86) (:id . 55))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 98) (:start . 95)\n (:id . 56))\n ((:tag . "VBG") (:stem . "follow") (:form . "following") (:end . 108)\n (:start . 99) (:id . 57))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 116)\n (:start . 109) (:id . 58))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 124)\n (:start . 117) (:id . 59))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 128) (:start . 125)\n (:id . 60))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 135)\n (:start . 129) (:id . 61))\n ((:tag . "NNS") (:stem . "family") (:form . "families") (:end . 144)\n (:start . 136) (:id . 62))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 145) (:start . 144)\n (:id . 63))\n ((:tag . "NN") (:stem . "domain") (:form . "Domain") (:end . 152)\n (:start . 146) (:id . 64))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 155) (:start . 153)\n (:id . 65))\n ((:tag . "JJ") (:stem . "unknown") (:form . "unknown") (:end . 163)\n (:start . 156) (:id . 66))\n ((:tag . "NN") (:stem . "function") (:form . "function") (:end . 172)\n (:start . 164) (:id . 67))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 174) (:start . 173)\n (:id . 68))\n ((:tag . "NNP") (:stem . "DUF)1785") (:form . "DUF)1785") (:end . 182)\n (:start . 174) (:id . 69))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 184) (:start . 183)\n (:id . 70))\n ((:tag . "NNP") (:stem . "Pfam:PF08699") (:form . "Pfam:PF08699")\n (:end . 196) (:start . 184) (:id . 71))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 197) (:start . 196)\n (:id . 72))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 198) (:start . 197)\n (:id . 73))\n ((:tag . "NNP") (:stem . "PAZ") (:form . "PAZ") (:end . 202) (:start . 199)\n (:id . 74))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 209)\n (:start . 203) (:id . 75))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 211) (:start . 210)\n (:id . 76))\n ((:tag . "NNP") (:stem . "Pfam:PF02170") (:form . "Pfam:PF02170")\n (:end . 223) (:start . 211) (:id . 77))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 224) (:start . 223)\n (:id . 78))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 228) (:start . 225)\n (:id . 79))\n ((:tag . "NNP") (:stem . "Piwi") (:form . "Piwi") (:end . 233) (:start . 229)\n (:id . 80))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 235) (:start . 234)\n (:id . 81))\n ((:tag . "NNP") (:stem . "Pfam:PF02171") (:form . "Pfam:PF02171")\n (:end . 247) (:start . 235) (:id . 82))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 248) (:start . 247)\n (:id . 83))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 249) (:start . 248)\n (:id . 84)))@@@1@43@((:identifiers (:sid . :s9.275) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503039@unknown@formal@none@1@S@HMMs were built from the multiple sequence alignments using the program hmmbuild with default settings.@(((:tag . "NNP") (:stem . "HMM") (:form . "HMMs") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 9) (:start . 5)\n (:id . 43))\n ((:tag . "VBN") (:stem . "build") (:form . "built") (:end . 15) (:start . 10)\n (:id . 44))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 20) (:start . 16)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 24) (:start . 21)\n (:id . 46))\n ((:tag . "JJ") (:stem . "multiple") (:form . "multiple") (:end . 33)\n (:start . 25) (:id . 47))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 42)\n (:start . 34) (:id . 48))\n ((:tag . "NNS") (:stem . "alignment") (:form . "alignments") (:end . 53)\n (:start . 43) (:id . 49))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 59) (:start . 54)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 63) (:start . 60)\n (:id . 51))\n ((:tag . "NN") (:stem . "program") (:form . "program") (:end . 71)\n (:start . 64) (:id . 52))\n ((:tag . "NN") (:stem . "hmmbuild") (:form . "hmmbuild") (:end . 80)\n (:start . 72) (:id . 53))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 85) (:start . 81)\n (:id . 54))\n ((:tag . "NN") (:stem . "default") (:form . "default") (:end . 93)\n (:start . 86) (:id . 55))\n ((:tag . "NNS") (:stem . "setting") (:form . "settings") (:end . 102)\n (:start . 94) (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 103) (:start . 102)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s9.276) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503040@unknown@formal@none@1@S@The BmiGI2 database and I. scapularis sequences were searched with the programs estwisedb and genewisedb using the HMMs as query sequences.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "bmigi2") (:form . "BmiGI2") (:end . 10) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "database") (:form . "database") (:end . 19)\n (:start . 11) (:id . 44))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 23) (:start . 20)\n (:id . 45))\n ((:tag . "NN") (:stem . "i.") (:form . "I.") (:end . 26) (:start . 24)\n (:id . 46))\n ((:tag . "NN") (:stem . "scapularis") (:form . "scapularis") (:end . 37)\n (:start . 27) (:id . 47))\n ((:tag . "NNS") (:stem . "sequence") (:form . "sequences") (:end . 47)\n (:start . 38) (:id . 48))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 52) (:start . 48)\n (:id . 49))\n ((:tag . "VBN") (:stem . "search") (:form . "searched") (:end . 61)\n (:start . 53) (:id . 50))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 66) (:start . 62)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 70) (:start . 67)\n (:id . 52))\n ((:tag . "NNS") (:stem . "program") (:form . "programs") (:end . 79)\n (:start . 71) (:id . 53))\n ((:tag . "NN") (:stem . "estwisedb") (:form . "estwisedb") (:end . 89)\n (:start . 80) (:id . 54))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 93) (:start . 90)\n (:id . 55))\n ((:tag . "NN") (:stem . "genewisedb") (:form . "genewisedb") (:end . 104)\n (:start . 94) (:id . 56))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 110) (:start . 105)\n (:id . 57))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 114) (:start . 111)\n (:id . 58))\n ((:tag . "NNS") (:stem . "hmm") (:form . "HMMs") (:end . 119) (:start . 115)\n (:id . 59))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 122) (:start . 120)\n (:id . 60))\n ((:tag . "NN") (:stem . "query") (:form . "query") (:end . 128)\n (:start . 123) (:id . 61))\n ((:tag . "NNS") (:stem . "sequence") (:form . "sequences") (:end . 138)\n (:start . 129) (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 139) (:start . 138)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s9.277) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503041@unknown@formal@none@1@S@The program getorf was used to conceptually translate the ORFs of the best hits.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "program") (:form . "program") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "getorf") (:form . "getorf") (:end . 18)\n (:start . 12) (:id . 44))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 22) (:start . 19)\n (:id . 45))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 27) (:start . 23)\n (:id . 46))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 30) (:start . 28)\n (:id . 47))\n ((:tag . "RB") (:stem . "conceptually") (:form . "conceptually") (:end . 43)\n (:start . 31) (:id . 48))\n ((:tag . "VB") (:stem . "translate") (:form . "translate") (:end . 53)\n (:start . 44) (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 57) (:start . 54)\n (:id . 50))\n ((:tag . "NNS") (:stem . "orf") (:form . "ORFs") (:end . 62) (:start . 58)\n (:id . 51))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 65) (:start . 63)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 69) (:start . 66)\n (:id . 53))\n ((:tag . "JJS") (:stem . "good") (:form . "best") (:end . 74) (:start . 70)\n (:id . 54))\n ((:tag . "NNS") (:stem . "hit") (:form . "hits") (:end . 79) (:start . 75)\n (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 80) (:start . 79)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s9.278) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503042@unknown@formal@none@1@S@The validity of the initial search results was verified by blastp searches against the NCBI Reference Sequence protein database.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "validity") (:form . "validity") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 15) (:start . 13)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 19) (:start . 16)\n (:id . 45))\n ((:tag . "JJ") (:stem . "initial") (:form . "initial") (:end . 27)\n (:start . 20) (:id . 46))\n ((:tag . "NN") (:stem . "search") (:form . "search") (:end . 34)\n (:start . 28) (:id . 47))\n ((:tag . "NNS") (:stem . "result") (:form . "results") (:end . 42)\n (:start . 35) (:id . 48))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 46) (:start . 43)\n (:id . 49))\n ((:tag . "VBN") (:stem . "verify") (:form . "verified") (:end . 55)\n (:start . 47) (:id . 50))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 58) (:start . 56)\n (:id . 51))\n ((:tag . "NN") (:stem . "blastp") (:form . "blastp") (:end . 65)\n (:start . 59) (:id . 52))\n ((:tag . "NNS") (:stem . "search") (:form . "searches") (:end . 74)\n (:start . 66) (:id . 53))\n ((:tag . "IN") (:stem . "against") (:form . "against") (:end . 82)\n (:start . 75) (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 86) (:start . 83)\n (:id . 55))\n ((:tag . "NNP") (:stem . "NCBI") (:form . "NCBI") (:end . 91) (:start . 87)\n (:id . 56))\n ((:tag . "NNP") (:stem . "Reference") (:form . "Reference") (:end . 101)\n (:start . 92) (:id . 57))\n ((:tag . "NN") (:stem . "sequence") (:form . "Sequence") (:end . 110)\n (:start . 102) (:id . 58))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 118)\n (:start . 111) (:id . 59))\n ((:tag . "NN") (:stem . "database") (:form . "database") (:end . 127)\n (:start . 119) (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 128) (:start . 127)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s9.279) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503043@unknown@formal@none@1@S@Further confirmation of the search results was achieved by screening the ORFs against the Pfam database using the global search model.@(((:tag . "JJ") (:stem . "further") (:form . "Further") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "confirmation") (:form . "confirmation") (:end . 20)\n (:start . 8) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 23) (:start . 21)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 27) (:start . 24)\n (:id . 45))\n ((:tag . "NN") (:stem . "search") (:form . "search") (:end . 34)\n (:start . 28) (:id . 46))\n ((:tag . "NNS") (:stem . "result") (:form . "results") (:end . 42)\n (:start . 35) (:id . 47))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 46) (:start . 43)\n (:id . 48))\n ((:tag . "VBN") (:stem . "achieve") (:form . "achieved") (:end . 55)\n (:start . 47) (:id . 49))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 58) (:start . 56)\n (:id . 50))\n ((:tag . "VBG") (:stem . "screen") (:form . "screening") (:end . 68)\n (:start . 59) (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 72) (:start . 69)\n (:id . 52))\n ((:tag . "NNS") (:stem . "orf") (:form . "ORFs") (:end . 77) (:start . 73)\n (:id . 53))\n ((:tag . "IN") (:stem . "against") (:form . "against") (:end . 85)\n (:start . 78) (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 89) (:start . 86)\n (:id . 55))\n ((:tag . "NNP") (:stem . "Pfam") (:form . "Pfam") (:end . 94) (:start . 90)\n (:id . 56))\n ((:tag . "NN") (:stem . "database") (:form . "database") (:end . 103)\n (:start . 95) (:id . 57))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 109) (:start . 104)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 113) (:start . 110)\n (:id . 59))\n ((:tag . "JJ") (:stem . "global") (:form . "global") (:end . 120)\n (:start . 114) (:id . 60))\n ((:tag . "NN") (:stem . "search") (:form . "search") (:end . 127)\n (:start . 121) (:id . 61))\n ((:tag . "NN") (:stem . "model") (:form . "model") (:end . 133)\n (:start . 128) (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 134) (:start . 133)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s9.280) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503044@unknown@formal@none@1@S@A comparison between known Argonaute proteins from D. melanogaster and C. elegans was performed using the program bl2seq, which uses the BLAST algorithm for a pairwise comparison.@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "comparison") (:form . "comparison") (:end . 12)\n (:start . 2) (:id . 43))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 20)\n (:start . 13) (:id . 44))\n ((:tag . "JJ") (:stem . "known") (:form . "known") (:end . 26) (:start . 21)\n (:id . 45))\n ((:tag . "NN") (:stem . "argonaute") (:form . "Argonaute") (:end . 36)\n (:start . 27) (:id . 46))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 45)\n (:start . 37) (:id . 47))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 50) (:start . 46)\n (:id . 48))\n ((:tag . "NNP") (:stem . "D.") (:form . "D.") (:end . 53) (:start . 51)\n (:id . 49))\n ((:tag . "NN") (:stem . "melanogaster") (:form . "melanogaster") (:end . 66)\n (:start . 54) (:id . 50))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 70) (:start . 67)\n (:id . 51))\n ((:tag . "NNP") (:stem . "C.") (:form . "C.") (:end . 73) (:start . 71)\n (:id . 52))\n ((:tag . "NNP") (:stem . "elegans") (:form . "elegans") (:end . 81)\n (:start . 74) (:id . 53))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 85) (:start . 82)\n (:id . 54))\n ((:tag . "VBN") (:stem . "perform") (:form . "performed") (:end . 95)\n (:start . 86) (:id . 55))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 101) (:start . 96)\n (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 105) (:start . 102)\n (:id . 57))\n ((:tag . "NN") (:stem . "program") (:form . "program") (:end . 113)\n (:start . 106) (:id . 58))\n ((:tag . "NN") (:stem . "bl2seq") (:form . "bl2seq") (:end . 120)\n (:start . 114) (:id . 59))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 121) (:start . 120)\n (:id . 60))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 127)\n (:start . 122) (:id . 61))\n ((:tag . "VBZ") (:stem . "use") (:form . "uses") (:end . 132) (:start . 128)\n (:id . 62))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 136) (:start . 133)\n (:id . 63))\n ((:tag . "NN") (:stem . "blast") (:form . "BLAST") (:end . 142)\n (:start . 137) (:id . 64))\n ((:tag . "NN") (:stem . "algorithm") (:form . "algorithm") (:end . 152)\n (:start . 143) (:id . 65))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 156) (:start . 153)\n (:id . 66))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 158) (:start . 157)\n (:id . 67))\n ((:tag . "JJ") (:stem . "pairwise") (:form . "pairwise") (:end . 167)\n (:start . 159) (:id . 68))\n ((:tag . "NN") (:stem . "comparison") (:form . "comparison") (:end . 178)\n (:start . 168) (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 179) (:start . 178)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s9.281) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503045@unknown@formal@none@1@S@Multiple sequence alignments of the protein sequences and ORFs were performed using Clustalw [66] with default program settings.@(((:tag . "JJ") (:stem . "multiple") (:form . "Multiple") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 17)\n (:start . 9) (:id . 43))\n ((:tag . "NNS") (:stem . "alignment") (:form . "alignments") (:end . 28)\n (:start . 18) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 31) (:start . 29)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 35) (:start . 32)\n (:id . 46))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 43)\n (:start . 36) (:id . 47))\n ((:tag . "NNS") (:stem . "sequence") (:form . "sequences") (:end . 53)\n (:start . 44) (:id . 48))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 57) (:start . 54)\n (:id . 49))\n ((:tag . "NNS") (:stem . "orf") (:form . "ORFs") (:end . 62) (:start . 58)\n (:id . 50))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 67) (:start . 63)\n (:id . 51))\n ((:tag . "VBN") (:stem . "perform") (:form . "performed") (:end . 77)\n (:start . 68) (:id . 52))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 83) (:start . 78)\n (:id . 53))\n ((:tag . "NNP") (:stem . "Clustalw") (:form . "Clustalw") (:end . 92)\n (:start . 84) (:id . 54))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 94) (:start . 93)\n (:id . 55))\n ((:tag . "CD") (:stem . "66") (:form . "66") (:end . 96) (:start . 94)\n (:id . 56))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 97) (:start . 96)\n (:id . 57))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 102) (:start . 98)\n (:id . 58))\n ((:tag . "NN") (:stem . "default") (:form . "default") (:end . 110)\n (:start . 103) (:id . 59))\n ((:tag . "NN") (:stem . "program") (:form . "program") (:end . 118)\n (:start . 111) (:id . 60))\n ((:tag . "NNS") (:stem . "setting") (:form . "settings") (:end . 127)\n (:start . 119) (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 128) (:start . 127)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s9.282) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503046@unknown@formal@none@1@S@In addition to the Dicer sequences illustrated in Figure 1a, following protein sequences were included in the construction of the phylogenetic tree (Figure 1b): Bos taurus Dicer-1 [GenBank:NP_976235.1] and T. castaneum Dicer-2 [GenBank:NP_001107840.1].@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "addition") (:form . "addition") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 14) (:start . 12)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 18) (:start . 15)\n (:id . 45))\n ((:tag . "NNP") (:stem . "Dicer") (:form . "Dicer") (:end . 24) (:start . 19)\n (:id . 46))\n ((:tag . "NNS") (:stem . "sequence") (:form . "sequences") (:end . 34)\n (:start . 25) (:id . 47))\n ((:tag . "VBN") (:stem . "illustrate") (:form . "illustrated") (:end . 46)\n (:start . 35) (:id . 48))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 49) (:start . 47)\n (:id . 49))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 56)\n (:start . 50) (:id . 50))\n ((:tag . "NN") (:stem . "1a") (:form . "1a") (:end . 59) (:start . 57)\n (:id . 51))\n ((:tag . ",") (:stem . ",") (:form . 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"(") (:stem . "[") (:form . "[") (:end . 181) (:start . 180)\n (:id . 73))\n ((:tag . "NNP") (:stem . "GenBank:NP_976235.1")\n (:form . "GenBank:NP_976235.1") (:end . 200) (:start . 181) (:id . 74))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 201) (:start . 200)\n (:id . 75))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 205) (:start . 202)\n (:id . 76))\n ((:tag . "NNP") (:stem . "T.") (:form . "T.") (:end . 208) (:start . 206)\n (:id . 77))\n ((:tag . "NN") (:stem . "castaneum") (:form . "castaneum") (:end . 218)\n (:start . 209) (:id . 78))\n ((:tag . "NN") (:stem . "dicer-2") (:form . "Dicer-2") (:end . 226)\n (:start . 219) (:id . 79))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 228) (:start . 227)\n (:id . 80))\n ((:tag . "NNP") (:stem . "GenBank:NP_001107840.1")\n (:form . "GenBank:NP_001107840.1") (:end . 250) (:start . 228) (:id . 81))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 251) (:start . 250)\n (:id . 82))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 252) (:start . 251)\n (:id . 83)))@@@1@42@((:identifiers (:sid . :s9.283) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503047@unknown@formal@none@1@S@The phylogenetic trees (Figures 2b and 3b) for Argonaute-1 and Argonaute-2 were constructed using additional sequences from C. elegans [GenBank:NP_510322.2] and [GenBank:NP_871992.1], T. castaneum [GenBank:XP_971295.2] and [GenBank: NP_001107842.1] and B. taurus [GenBank:NP_991363.1] and [GenBank:AAS21301.1].@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "phylogenetic") (:form . "phylogenetic") (:end . 16)\n (:start . 4) (:id . 43))\n ((:tag . "NNS") (:stem . "tree") (:form . "trees") (:end . 22) (:start . 17)\n (:id . 44))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 24) (:start . 23)\n (:id . 45))\n ((:tag . "NNS") (:stem . "figure") (:form . 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"[") (:end . 162) (:start . 161)\n (:id . 67))\n ((:tag . "NNP") (:stem . "GenBank:NP_871992.1")\n (:form . "GenBank:NP_871992.1") (:end . 181) (:start . 162) (:id . 68))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 182) (:start . 181)\n (:id . 69))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 183) (:start . 182)\n (:id . 70))\n ((:tag . "NNP") (:stem . "T.") (:form . "T.") (:end . 186) (:start . 184)\n (:id . 71))\n ((:tag . "NN") (:stem . "castaneum") (:form . "castaneum") (:end . 196)\n (:start . 187) (:id . 72))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 198) (:start . 197)\n (:id . 73))\n ((:tag . "NNP") (:stem . "GenBank:XP_971295.2")\n (:form . "GenBank:XP_971295.2") (:end . 217) (:start . 198) (:id . 74))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 218) (:start . 217)\n (:id . 75))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 222) (:start . 219)\n (:id . 76))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 224) (:start . 223)\n (:id . 77))\n ((:tag . "NNP") (:stem . "GenBank") (:form . "GenBank") (:end . 231)\n (:start . 224) (:id . 78))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 232) (:start . 231)\n (:id . 79))\n ((:tag . "NNP") (:stem . "NP_001107842.1") (:form . "NP_001107842.1")\n (:end . 247) (:start . 233) (:id . 80))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 248) (:start . 247)\n (:id . 81))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 252) (:start . 249)\n (:id . 82))\n ((:tag . "NNP") (:stem . "B.") (:form . "B.") (:end . 255) (:start . 253)\n (:id . 83))\n ((:tag . "NN") (:stem . "taurus") (:form . "taurus") (:end . 262)\n (:start . 256) (:id . 84))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 264) (:start . 263)\n (:id . 85))\n ((:tag . "NNP") (:stem . "GenBank:NP_991363.1")\n (:form . "GenBank:NP_991363.1") (:end . 283) (:start . 264) (:id . 86))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 284) (:start . 283)\n (:id . 87))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 288) (:start . 285)\n (:id . 88))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 290) (:start . 289)\n (:id . 89))\n ((:tag . "NNP") (:stem . "GenBank:AAS21301.1") (:form . "GenBank:AAS21301.1")\n (:end . 308) (:start . 290) (:id . 90))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 309) (:start . 308)\n (:id . 91))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 310) (:start . 309)\n (:id . 92)))@@@1@51@((:identifiers (:sid . :s9.284) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503048@unknown@formal@none@1@S@For both Argonaute-1 and 2 proteins, the phylogenetic trees were based on the alignments of the DUF1785 and PAZ domains.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "CC") (:stem . "both") (:form . 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"IN") (:stem . "on") (:form . "on") (:end . 73) (:start . 71)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 77) (:start . 74)\n (:id . 55))\n ((:tag . "NNS") (:stem . "alignment") (:form . "alignments") (:end . 88)\n (:start . 78) (:id . 56))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 91) (:start . 89)\n (:id . 57))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 95) (:start . 92)\n (:id . 58))\n ((:tag . "NNP") (:stem . "DUF1785") (:form . "DUF1785") (:end . 103)\n (:start . 96) (:id . 59))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 107) (:start . 104)\n (:id . 60))\n ((:tag . "NNP") (:stem . "PAZ") (:form . "PAZ") (:end . 111) (:start . 108)\n (:id . 61))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 119)\n (:start . 112) (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 120) (:start . 119)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s9.285) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503049@unknown@formal@none@1@S@The phylogenetic tree (Figure 4) for the partial R. microplus RdRP protein (Cat-RdRP) was constructed using additional RdRP domain (Pfam:05183) sequences from the metazoans: C. elegans (Ego-1 [GenBank:NP_492132.1], rrf-1 [GenBank:NP_492131.1] and rrf-3 [GenBank:NP_495713.1]) and I. scapularis ([GenBank:EEC04985.1], [GenBank:EEC05952.1], [GenBank:EEC12509.1], [GenBank:EEC12909.1]); plants: Arabidopsis thaliana [GenBank: NP_172932], Hordeum vulgare [GenBank:ACH53360.1], Nicotiana tabacum [GenBank:CAR47810.1], and Solanum lycopersicum [GenBank:ABI34311.1]; fungi: Aspergillus fumigatus [GenBank:EDP48577.1], Neurospora crassa [GenBank:XP_964248.2] and Schizosaccharomyces pombe [GenBank:NP_593295.1]; and protists: Dictyostelium discoideum [GenBank:XP_636093.1] and Tetrahymena thermophila [GenBank:XP_001026321.1].@(((:tag . 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"NNP") (:stem . "melanogaster") (:form . "melanogaster") (:end . 74)\n (:start . 62) (:id . 53))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 78) (:start . 75)\n (:id . 54))\n ((:tag . "RB") (:stem . "publicly") (:form . "publicly") (:end . 87)\n (:start . 79) (:id . 55))\n ((:tag . "JJ") (:stem . "available") (:form . "available") (:end . 97)\n (:start . 88) (:id . 56))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 100) (:start . 98)\n (:id . 57))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 104) (:start . 101)\n (:id . 58))\n ((:tag . "NN") (:stem . "website") (:form . "website") (:end . 112)\n (:start . 105) (:id . 59))\n ((:tag . "CD") (:stem . "http://www.flyrnai.org[67")\n (:form . "http://www.flyrnai.org[67") (:end . 138) (:start . 113)\n (:id . 60))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 139) (:start . 138)\n (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 140) (:start . 139)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s9.292) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503056@unknown@formal@none@1@S@The gene ontology data for the identified RNAi targets were retrieved from http://www.flybase.org[4].@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "ontology") (:form . "ontology") (:end . 17)\n (:start . 9) (:id . 44))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 22) (:start . 18)\n (:id . 45))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 26) (:start . 23)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 30) (:start . 27)\n (:id . 47))\n ((:tag . "VBN") (:stem . "identify") (:form . "identified") (:end . 41)\n (:start . 31) (:id . 48))\n ((:tag . 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(:end . 101) (:start . 100)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s9.293) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503057@unknown@formal@none@1@S@Genes of interest were selected based upon a phenotypic z score > 3 [43].@(((:tag . "NNS") (:stem . "gene") (:form . "Genes") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 8) (:start . 6)\n (:id . 43))\n ((:tag . "NN") (:stem . "interest") (:form . "interest") (:end . 17)\n (:start . 9) (:id . 44))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 22) (:start . 18)\n (:id . 45))\n ((:tag . "VBN") (:stem . "select") (:form . "selected") (:end . 31)\n (:start . 23) (:id . 46))\n ((:tag . "VBN") (:stem . "base") (:form . "based") (:end . 37) (:start . 32)\n (:id . 47))\n ((:tag . "IN") (:stem . "upon") (:form . "upon") (:end . 42) (:start . 38)\n (:id . 48))\n ((:tag . "DT") (:stem . "a") (:form . 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(:end . 73) (:start . 72)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s9.294) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503058@unknown@formal@none@1@S@For these genes, corresponding translations were retrieved from FlyBase and used for the subsequent amino acid similarity searches.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . "NNS") (:stem . "gene") (:form . "genes") (:end . 15) (:start . 10)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 16) (:start . 15)\n (:id . 45))\n ((:tag . "VBG") (:stem . "correspond") (:form . "corresponding") (:end . 30)\n (:start . 17) (:id . 46))\n ((:tag . "NNS") (:stem . "translation") (:form . "translations") (:end . 43)\n (:start . 31) (:id . 47))\n ((:tag . "VBD") (:stem . "be") (:form . 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"NN") (:stem . "similarity") (:form . "similarity") (:end . 121)\n (:start . 111) (:id . 59))\n ((:tag . "NNS") (:stem . "search") (:form . "searches") (:end . 130)\n (:start . 122) (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 131) (:start . 130)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s9.295) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503059@unknown@formal@none@1@S@The D. melanogaster cDNA sequences from the selected RNAi targets were used to screen to search the 13,643 of the R. microplus ESTs and TCs for highly conserved genes using blastn [62].@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "D.") (:form . "D.") (:end . 6) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "melanogaster") (:form . "melanogaster") (:end . 19)\n (:start . 7) (:id . 44))\n ((:tag . "NN") (:stem . "cdna") (:form . 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"TO") (:stem . "to") (:form . "to") (:end . 88) (:start . 86)\n (:id . 56))\n ((:tag . "VB") (:stem . "search") (:form . "search") (:end . 95)\n (:start . 89) (:id . 57))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 99) (:start . 96)\n (:id . 58))\n ((:tag . "CD") (:stem . "13,643") (:form . "13,643") (:end . 106)\n (:start . 100) (:id . 59))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 109) (:start . 107)\n (:id . 60))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 113) (:start . 110)\n (:id . 61))\n ((:tag . "NNP") (:stem . "R.") (:form . "R.") (:end . 116) (:start . 114)\n (:id . 62))\n ((:tag . "NN") (:stem . "microplus") (:form . "microplus") (:end . 126)\n (:start . 117) (:id . 63))\n ((:tag . "NNPS") (:stem . "EST") (:form . "ESTs") (:end . 131) (:start . 127)\n (:id . 64))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 135) (:start . 132)\n (:id . 65))\n ((:tag . "NNPS") (:stem . "TC") (:form . "TCs") (:end . 139) (:start . 136)\n (:id . 66))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 143) (:start . 140)\n (:id . 67))\n ((:tag . "RB") (:stem . "highly") (:form . "highly") (:end . 150)\n (:start . 144) (:id . 68))\n ((:tag . "JJ") (:stem . "conserved") (:form . "conserved") (:end . 160)\n (:start . 151) (:id . 69))\n ((:tag . "NNS") (:stem . "gene") (:form . "genes") (:end . 166)\n (:start . 161) (:id . 70))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 172) (:start . 167)\n (:id . 71))\n ((:tag . "NN") (:stem . "blastn") (:form . "blastn") (:end . 179)\n (:start . 173) (:id . 72))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 181) (:start . 180)\n (:id . 73))\n ((:tag . "CD") (:stem . "62") (:form . "62") (:end . 183) (:start . 181)\n (:id . 74))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 184) (:start . 183)\n (:id . 75))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 185) (:start . 184)\n (:id . 76)))@@@1@35@((:identifiers (:sid . :s9.296) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503060@unknown@formal@none@1@S@Sequences with a similarity of at least 80% and an e-value less than e1-50 were selected, conceptually translated and their putative function was further analyzed by assigning GO terms using InterProScan [63,68,69].@(((:tag . "NNS") (:stem . "sequence") (:form . "Sequences") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 14) (:start . 10)\n (:id . 43))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 16) (:start . 15)\n (:id . 44))\n ((:tag . "NN") (:stem . "similarity") (:form . "similarity") (:end . 27)\n (:start . 17) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 30) (:start . 28)\n (:id . 46))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 33) (:start . 31)\n (:id . 47))\n ((:tag . "JJS") (:stem . "least") (:form . "least") (:end . 39) (:start . 34)\n (:id . 48))\n ((:tag . "CD") (:stem . "80") (:form . "80") (:end . 42) (:start . 40)\n (:id . 49))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 43) (:start . 42)\n (:id . 50))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 47) (:start . 44)\n (:id . 51))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 50) (:start . 48)\n (:id . 52))\n ((:tag . "NN") (:stem . "e-value") (:form . "e-value") (:end . 58)\n (:start . 51) (:id . 53))\n ((:tag . "JJR") (:stem . "less") (:form . "less") (:end . 63) (:start . 59)\n (:id . 54))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 68) (:start . 64)\n (:id . 55))\n ((:tag . "NN") (:stem . "e1-50") (:form . "e1-50") (:end . 74) (:start . 69)\n (:id . 56))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 79) (:start . 75)\n (:id . 57))\n ((:tag . "VBN") (:stem . "select") (:form . "selected") (:end . 88)\n (:start . 80) (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 89) (:start . 88)\n (:id . 59))\n ((:tag . "RB") (:stem . "conceptually") (:form . "conceptually") (:end . 102)\n (:start . 90) (:id . 60))\n ((:tag . "VBN") (:stem . "translate") (:form . "translated") (:end . 113)\n (:start . 103) (:id . 61))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 117) (:start . 114)\n (:id . 62))\n ((:tag . "PRP$") (:stem . "their") (:form . "their") (:end . 123)\n (:start . 118) (:id . 63))\n ((:tag . "JJ") (:stem . "putative") (:form . "putative") (:end . 132)\n (:start . 124) (:id . 64))\n ((:tag . "NN") (:stem . "function") (:form . "function") (:end . 141)\n (:start . 133) (:id . 65))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 145) (:start . 142)\n (:id . 66))\n ((:tag . "RBR") (:stem . "further") (:form . "further") (:end . 153)\n (:start . 146) (:id . 67))\n ((:tag . "VBN") (:stem . "analyze") (:form . "analyzed") (:end . 162)\n (:start . 154) (:id . 68))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 165) (:start . 163)\n (:id . 69))\n ((:tag . "VBG") (:stem . "assign") (:form . "assigning") (:end . 175)\n (:start . 166) (:id . 70))\n ((:tag . "NNP") (:stem . "GO") (:form . "GO") (:end . 178) (:start . 176)\n (:id . 71))\n ((:tag . "NNS") (:stem . "term") (:form . "terms") (:end . 184)\n (:start . 179) (:id . 72))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 190) (:start . 185)\n (:id . 73))\n ((:tag . "NNP") (:stem . "InterProScan") (:form . "InterProScan")\n (:end . 203) (:start . 191) (:id . 74))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 205) (:start . 204)\n (:id . 75))\n ((:tag . "CD") (:stem . "63,68,69") (:form . "63,68,69") (:end . 213)\n (:start . 205) (:id . 76))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 214) (:start . 213)\n (:id . 77))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 215) (:start . 214)\n (:id . 78)))@@@1@37@((:hcues ((:id . :x9.297.1) (:span 124 132)))\n (:hscopes ((:id . :x9.297.1) (:span 124 141)))\n (:identifiers (:sid . :s9.297) (:did . :pmc2676286) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503061@unknown@formal@none@1@S@Additional Files 2 and 3 describe this selection process and the GO terms utilized respectively.@(((:tag . "JJ") (:stem . "additional") (:form . "Additional") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "File") (:form . "Files") (:end . 16) (:start . 11)\n (:id . 43))\n ((:tag . "CD") (:stem . "2") (:form . "2") (:end . 18) (:start . 17)\n (:id . 44))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 22) (:start . 19)\n (:id . 45))\n ((:tag . "CD") (:stem . "3") (:form . "3") (:end . 24) (:start . 23)\n (:id . 46))\n ((:tag . "NN") (:stem . "describe") (:form . "describe") (:end . 33)\n (:start . 25) (:id . 47))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 38) (:start . 34)\n (:id . 48))\n ((:tag . "NN") (:stem . "selection") (:form . "selection") (:end . 48)\n (:start . 39) (:id . 49))\n ((:tag . "NN") (:stem . "process") (:form . "process") (:end . 56)\n (:start . 49) (:id . 50))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 60) (:start . 57)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 64) (:start . 61)\n (:id . 52))\n ((:tag . "NNP") (:stem . "GO") (:form . "GO") (:end . 67) (:start . 65)\n (:id . 53))\n ((:tag . "NNS") (:stem . "term") (:form . "terms") (:end . 73) (:start . 68)\n (:id . 54))\n ((:tag . "VBN") (:stem . "utilize") (:form . "utilized") (:end . 82)\n (:start . 74) (:id . 55))\n ((:tag . "RB") (:stem . "respectively") (:form . "respectively") (:end . 95)\n (:start . 83) (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") 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"of") (:end . 29) (:start . 27)\n (:id . 45))\n ((:tag . "JJ") (:stem . "sensory") (:form . "sensory") (:end . 37)\n (:start . 30) (:id . 46))\n ((:tag . "NNS") (:stem . "arbor") (:form . "arbors") (:end . 44)\n (:start . 38) (:id . 47))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 48) (:start . 45)\n (:id . 48))\n ((:tag . "VBN") (:stem . "control") (:form . "controlled") (:end . 59)\n (:start . 49) (:id . 49))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 62) (:start . 60)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 66) (:start . 63)\n (:id . 51))\n ((:tag . "NN") (:stem . "response") (:form . "response") (:end . 75)\n (:start . 67) (:id . 52))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 78) (:start . 76)\n (:id . 53))\n ((:tag . "NNP") (:stem . "Robo") (:form . "Robo") (:end . 83) (:start . 79)\n (:id . 54))\n ((:tag . "NNS") (:stem . "receptor") (:form . "receptors") (:end . 93)\n (:start . 84) (:id . 55))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 96) (:start . 94)\n (:id . 56))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 98) (:start . 97)\n (:id . 57))\n ((:tag . "NNP") (:stem . "Slit") (:form . "Slit") (:end . 103) (:start . 99)\n (:id . 58))\n ((:tag . "NN") (:stem . "gradient") (:form . "gradient") (:end . 112)\n (:start . 104) (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 113) (:start . 112)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s10.6) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503119@unknown@formal@none@1@S@Here we make a genetic analysis of factors regulating position in the dorso-ventral axis.@(((:tag . "RB") (:stem . "here") (:form . "Here") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "VBP") (:stem . "make") (:form . "make") (:end . 12) (:start . 8)\n (:id . 44))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 14) (:start . 13)\n (:id . 45))\n ((:tag . "JJ") (:stem . "genetic") (:form . "genetic") (:end . 22)\n (:start . 15) (:id . 46))\n ((:tag . "NN") (:stem . "analysis") (:form . "analysis") (:end . 31)\n (:start . 23) (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 34) (:start . 32)\n (:id . 48))\n ((:tag . "NNS") (:stem . "factor") (:form . "factors") (:end . 42)\n (:start . 35) (:id . 49))\n ((:tag . "VBG") (:stem . "regulate") (:form . "regulating") (:end . 53)\n (:start . 43) (:id . 50))\n ((:tag . "NN") (:stem . "position") (:form . "position") (:end . 62)\n (:start . 54) (:id . 51))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 65) (:start . 63)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 69) (:start . 66)\n (:id . 53))\n ((:tag . "JJ") (:stem . "dorso-ventral") (:form . "dorso-ventral")\n (:end . 83) (:start . 70) (:id . 54))\n ((:tag . "NN") (:stem . "axis") (:form . "axis") (:end . 88) (:start . 84)\n (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 89) (:start . 88)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s10.7) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503120@unknown@formal@none@1@S@We find that dorso-ventral layers of neuropile contain different levels and combinations of Semaphorins.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "find") (:form . "find") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 12) (:start . 8)\n (:id . 44))\n ((:tag . "JJ") (:stem . "dorso-ventral") (:form . "dorso-ventral")\n (:end . 26) (:start . 13) (:id . 45))\n ((:tag . "NNS") (:stem . "layer") (:form . "layers") (:end . 33)\n (:start . 27) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 36) (:start . 34)\n (:id . 47))\n ((:tag . "NN") (:stem . "neuropile") (:form . "neuropile") (:end . 46)\n (:start . 37) (:id . 48))\n ((:tag . "VBP") (:stem . "contain") (:form . "contain") (:end . 54)\n (:start . 47) (:id . 49))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 64)\n (:start . 55) (:id . 50))\n ((:tag . "NNS") (:stem . "level") (:form . "levels") (:end . 71)\n (:start . 65) (:id . 51))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 75) (:start . 72)\n (:id . 52))\n ((:tag . "NNS") (:stem . "combination") (:form . "combinations") (:end . 88)\n (:start . 76) (:id . 53))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 91) (:start . 89)\n (:id . 54))\n ((:tag . "NNP") (:stem . "Semaphorin") (:form . "Semaphorins") (:end . 103)\n (:start . 92) (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 104) (:start . 103)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s10.8) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503121@unknown@formal@none@1@S@We demonstrate the existence of a central to dorsal and central to ventral gradient of Sema 2a, perpendicular to the Slit gradient.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "demonstrate") (:form . "demonstrate") (:end . 14)\n (:start . 3) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 18) (:start . 15)\n (:id . 44))\n ((:tag . "NN") (:stem . "existence") (:form . "existence") (:end . 28)\n (:start . 19) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 31) (:start . 29)\n (:id . 46))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 33) (:start . 32)\n (:id . 47))\n ((:tag . "JJ") (:stem . "central") (:form . "central") (:end . 41)\n (:start . 34) (:id . 48))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 44) (:start . 42)\n (:id . 49))\n ((:tag . "JJ") (:stem . "dorsal") (:form . "dorsal") (:end . 51)\n (:start . 45) (:id . 50))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 55) (:start . 52)\n (:id . 51))\n ((:tag . "JJ") (:stem . "central") (:form . "central") (:end . 63)\n (:start . 56) (:id . 52))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 66) (:start . 64)\n (:id . 53))\n ((:tag . "JJ") (:stem . "ventral") (:form . "ventral") (:end . 74)\n (:start . 67) (:id . 54))\n ((:tag . "NN") (:stem . "gradient") (:form . "gradient") (:end . 83)\n (:start . 75) (:id . 55))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 86) (:start . 84)\n (:id . 56))\n ((:tag . "NNP") (:stem . "Sema") (:form . "Sema") (:end . 91) (:start . 87)\n (:id . 57))\n ((:tag . "CD") (:stem . "2a") (:form . "2a") (:end . 94) (:start . 92)\n (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 95) (:start . 94)\n (:id . 59))\n ((:tag . "JJ") (:stem . "perpendicular") (:form . "perpendicular")\n (:end . 109) (:start . 96) (:id . 60))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 112) (:start . 110)\n (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 116) (:start . 113)\n (:id . 62))\n ((:tag . "NNP") (:stem . "Slit") (:form . "Slit") (:end . 121) (:start . 117)\n (:id . 63))\n ((:tag . "NN") (:stem . "gradient") (:form . "gradient") (:end . 130)\n (:start . 122) (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 131) (:start . 130)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s10.9) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503122@unknown@formal@none@1@S@We show that a combination of Plexin A (Plex A) and Plexin B (Plex B) receptors specifies the ventral projection of sensory neurons by responding to high concentrations of Semaphorin 1a (Sema 1a) and Semaphorin 2a (Sema 2a).@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "show") (:form . "show") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 12) (:start . 8)\n (:id . 44))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 14) (:start . 13)\n (:id . 45))\n ((:tag . "NN") (:stem . "combination") (:form . "combination") (:end . 26)\n (:start . 15) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . 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"neurons") (:end . 131)\n (:start . 124) (:id . 68))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 134) (:start . 132)\n (:id . 69))\n ((:tag . "VBG") (:stem . "respond") (:form . "responding") (:end . 145)\n (:start . 135) (:id . 70))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 148) (:start . 146)\n (:id . 71))\n ((:tag . "JJ") (:stem . "high") (:form . "high") (:end . 153) (:start . 149)\n (:id . 72))\n ((:tag . "NNS") (:stem . "concentration") (:form . "concentrations")\n (:end . 168) (:start . 154) (:id . 73))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 171) (:start . 169)\n (:id . 74))\n ((:tag . "NNP") (:stem . "Semaphorin") (:form . "Semaphorin") (:end . 182)\n (:start . 172) (:id . 75))\n ((:tag . "NNP") (:stem . "1a") (:form . "1a") (:end . 185) (:start . 183)\n (:id . 76))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 187) (:start . 186)\n (:id . 77))\n ((:tag . "NNP") (:stem . "Sema") (:form . "Sema") (:end . 191) (:start . 187)\n (:id . 78))\n ((:tag . "NN") (:stem . "1a") (:form . "1a") (:end . 194) (:start . 192)\n (:id . 79))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 195) (:start . 194)\n (:id . 80))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 199) (:start . 196)\n (:id . 81))\n ((:tag . "NNP") (:stem . "Semaphorin") (:form . "Semaphorin") (:end . 210)\n (:start . 200) (:id . 82))\n ((:tag . "NNP") (:stem . "2a") (:form . "2a") (:end . 213) (:start . 211)\n (:id . 83))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 215) (:start . 214)\n (:id . 84))\n ((:tag . "NNP") (:stem . "Sema") (:form . "Sema") (:end . 219) (:start . 215)\n (:id . 85))\n ((:tag . "NN") (:stem . "2a") (:form . "2a") (:end . 222) (:start . 220)\n (:id . 86))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 223) (:start . 222)\n (:id . 87))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 224) (:start . 223)\n (:id . 88)))@@@1@47@((:identifiers (:sid . :s10.10) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503123@unknown@formal@none@1@S@Together our findings support the idea that axons are delivered to particular regions of the neuropile by their responses to systems of positional cues in each dimension.@(((:tag . "RB") (:stem . "together") (:form . "Together") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 12) (:start . 9)\n (:id . 43))\n ((:tag . "NNS") (:stem . "finding") (:form . "findings") (:end . 21)\n (:start . 13) (:id . 44))\n ((:tag . "VBP") (:stem . "support") (:form . "support") (:end . 29)\n (:start . 22) (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 33) (:start . 30)\n (:id . 46))\n ((:tag . "NN") (:stem . "idea") (:form . "idea") (:end . 38) (:start . 34)\n (:id . 47))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 43) (:start . 39)\n (:id . 48))\n ((:tag . "NNS") (:stem . "axon") (:form . "axons") (:end . 49) (:start . 44)\n (:id . 49))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 53) (:start . 50)\n (:id . 50))\n ((:tag . "VBN") (:stem . "deliver") (:form . "delivered") (:end . 63)\n (:start . 54) (:id . 51))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 66) (:start . 64)\n (:id . 52))\n ((:tag . "JJ") (:stem . "particular") (:form . "particular") (:end . 77)\n (:start . 67) (:id . 53))\n ((:tag . "NNS") (:stem . "region") (:form . "regions") (:end . 85)\n (:start . 78) (:id . 54))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 88) (:start . 86)\n (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 92) (:start . 89)\n (:id . 56))\n ((:tag . "NN") (:stem . "neuropile") (:form . "neuropile") (:end . 102)\n (:start . 93) (:id . 57))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 105) (:start . 103)\n (:id . 58))\n ((:tag . "PRP$") (:stem . "their") (:form . "their") (:end . 111)\n (:start . 106) (:id . 59))\n ((:tag . "NNS") (:stem . "response") (:form . "responses") (:end . 121)\n (:start . 112) (:id . 60))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 124) (:start . 122)\n (:id . 61))\n ((:tag . "NNS") (:stem . "system") (:form . "systems") (:end . 132)\n (:start . 125) (:id . 62))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 135) (:start . 133)\n (:id . 63))\n ((:tag . "JJ") (:stem . "positional") (:form . "positional") (:end . 146)\n (:start . 136) (:id . 64))\n ((:tag . "NNS") (:stem . "cue") (:form . "cues") (:end . 151) (:start . 147)\n (:id . 65))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 154) (:start . 152)\n (:id . 66))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 159) (:start . 155)\n (:id . 67))\n ((:tag . "NN") (:stem . "dimension") (:form . "dimension") (:end . 169)\n (:start . 160) (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 170) (:start . 169)\n (:id . 69)))@@@1@28@((:hcues ((:id . :x10.11.1) (:span 34 38)))\n (:hscopes ((:id . :x10.11.1) (:span 34 169)))\n (:identifiers (:sid . :s10.11) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503124@unknown@formal@none@1@S@Author Summary@(((:tag . "NNP") (:stem . "Author") (:form . "Author") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "Summary") (:form . "Summary") (:end . 14)\n (:start . 7) (:id . 43)))@@@1@2@((:identifiers (:sid . :s10.12) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5503125@unknown@formal@none@1@S@Axons and dendrites of synaptic partners must be targeted to a common region of the developing neural network so that appropriate connections can be formed.@(((:tag . "NNS") (:stem . "axon") (:form . "Axons") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 9) (:start . 6)\n (:id . 43))\n ((:tag . "NNS") (:stem . "dendrite") (:form . "dendrites") (:end . 19)\n (:start . 10) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 22) (:start . 20)\n (:id . 45))\n ((:tag . "JJ") (:stem . "synaptic") (:form . "synaptic") (:end . 31)\n (:start . 23) (:id . 46))\n ((:tag . "NNS") (:stem . "partner") (:form . "partners") (:end . 40)\n (:start . 32) (:id . 47))\n ((:tag . "MD") (:stem . "must") (:form . "must") (:end . 45) (:start . 41)\n (:id . 48))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 48) (:start . 46)\n (:id . 49))\n ((:tag . "VBN") (:stem . "target") (:form . "targeted") (:end . 57)\n (:start . 49) (:id . 50))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 60) (:start . 58)\n (:id . 51))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 62) (:start . 61)\n (:id . 52))\n ((:tag . "JJ") (:stem . "common") (:form . "common") (:end . 69)\n (:start . 63) (:id . 53))\n ((:tag . "NN") (:stem . "region") (:form . "region") (:end . 76)\n (:start . 70) (:id . 54))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 79) (:start . 77)\n (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 83) (:start . 80)\n (:id . 56))\n ((:tag . "VBG") (:stem . "develop") (:form . "developing") (:end . 94)\n (:start . 84) (:id . 57))\n ((:tag . "JJ") (:stem . "neural") (:form . "neural") (:end . 101)\n (:start . 95) (:id . 58))\n ((:tag . "NN") (:stem . "network") (:form . "network") (:end . 109)\n (:start . 102) (:id . 59))\n ((:tag . "IN") (:stem . "so") (:form . "so") (:end . 112) (:start . 110)\n (:id . 60))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 117) (:start . 113)\n (:id . 61))\n ((:tag . "JJ") (:stem . "appropriate") (:form . "appropriate") (:end . 129)\n (:start . 118) (:id . 62))\n ((:tag . "NNS") (:stem . "connection") (:form . "connections") (:end . 141)\n (:start . 130) (:id . 63))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 145) (:start . 142)\n (:id . 64))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 148) (:start . 146)\n (:id . 65))\n ((:tag . "VBN") (:stem . "form") (:form . "formed") (:end . 155)\n (:start . 149) (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 156) (:start . 155)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s10.13) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503126@unknown@formal@none@1@S@The mechanisms underlying this targeting are incompletely understood.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "mechanism") (:form . "mechanisms") (:end . 14)\n (:start . 4) (:id . 43))\n ((:tag . "VBG") (:stem . 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(:end . 69) (:start . 68)\n (:id . 50)))@@@1@9@((:identifiers (:sid . :s10.14) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503127@unknown@formal@none@1@S@We showed previously that a positional cue (Slit) acting in the medio-lateral axis of the Drosophila nerve cord controls the position of sensory terminals independently of their synaptic partners.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "show") (:form . "showed") (:end . 9) (:start . 3)\n (:id . 43))\n ((:tag . "RB") (:stem . "previously") (:form . "previously") (:end . 20)\n (:start . 10) (:id . 44))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 25) (:start . 21)\n (:id . 45))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 27) (:start . 26)\n (:id . 46))\n ((:tag . "JJ") (:stem . "positional") (:form . "positional") (:end . 38)\n (:start . 28) (:id . 47))\n ((:tag . 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(:end . 130) (:start . 129)\n (:id . 64)))@@@1@23@((:hcues ((:id . :x10.16.1) (:span 30 35)))\n (:hscopes ((:id . :x10.16.1) (:span 30 129)))\n (:identifiers (:sid . :s10.16) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503129@unknown@formal@none@1@S@Here we report the discovery of a dorso-ventral system of positional cues, in the form of a gradient of secreted Semaphorin 2a acting at right angles to the Slit gradient, and membrane bound Semaphorin 1a differentially distributed across the neuropile.@(((:tag . "RB") (:stem . "here") (:form . "Here") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "VBP") (:stem . "report") (:form . "report") (:end . 14)\n (:start . 8) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 18) (:start . 15)\n (:id . 45))\n ((:tag . "NN") (:stem . "discovery") (:form . 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(:end . 253) (:start . 252)\n (:id . 84)))@@@1@43@((:identifiers (:sid . :s10.17) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503130@unknown@formal@none@1@S@The two Semaphorins dictate the termination positions of sensory axons in the dorso-ventral axis.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "NNS") (:stem . "semaphorin") (:form . "Semaphorins") (:end . 19)\n (:start . 8) (:id . 44))\n ((:tag . "VBP") (:stem . "dictate") (:form . "dictate") (:end . 27)\n (:start . 20) (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 31) (:start . 28)\n (:id . 46))\n ((:tag . "NN") (:stem . "termination") (:form . "termination") (:end . 43)\n (:start . 32) (:id . 47))\n ((:tag . "NNS") (:stem . "position") (:form . 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(:end . 97) (:start . 96)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s10.18) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503131@unknown@formal@none@1@S@Together with a third signal acting in the antero-posterior axis, Semaphorins and Slit deliver axons to appropriate volumes of the neural network.@(((:tag . "RB") (:stem . "together") (:form . "Together") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 13) (:start . 9)\n (:id . 43))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 15) (:start . 14)\n (:id . 44))\n ((:tag . "JJ") (:stem . "third") (:form . "third") (:end . 21) (:start . 16)\n (:id . 45))\n ((:tag . "NN") (:stem . "signal") (:form . "signal") (:end . 28)\n (:start . 22) (:id . 46))\n ((:tag . "VBG") (:stem . "act") (:form . "acting") (:end . 35) (:start . 29)\n (:id . 47))\n ((:tag . "IN") (:stem . "in") (:form . 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(:end . 146) (:start . 145)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s10.19) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503132@unknown@formal@none@1@S@These studies support a model in which axons branch and terminate, independently of synaptic partners, in response to pervasive systems of volumetric positional cues.@(((:tag . "DT") (:stem . "these") (:form . "These") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "study") (:form . "studies") (:end . 13)\n (:start . 6) (:id . 43))\n ((:tag . "VBP") (:stem . "support") (:form . "support") (:end . 21)\n (:start . 14) (:id . 44))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 23) (:start . 22)\n (:id . 45))\n ((:tag . "NN") (:stem . "model") (:form . "model") (:end . 29) (:start . 24)\n (:id . 46))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 32) (:start . 30)\n (:id . 47))\n ((:tag . "WDT") (:stem . "which") (:form . 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(:end . 166) (:start . 165)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s10.20) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503133@unknown@formal@none@1@S@Introduction@(((:tag . "NN") (:stem . "introduction") (:form . "Introduction") (:end . 12)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s10.21) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5503134@unknown@formal@none@1@S@During the development of neural circuitry, neurons of different kinds must establish specific synaptic connections by selecting appropriate targets from large numbers of different alternatives.@(((:tag . "IN") (:stem . "during") (:form . "During") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 10) (:start . 7)\n (:id . 43))\n ((:tag . "NN") (:stem . "development") (:form . 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(:end . 219) (:start . 218)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s10.31) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503144@unknown@formal@none@1@S@Thus it is clear that there must be cues operating in the neuropile that deliver terminals to these specific destinations within the forming network.@(((:tag . "RB") (:stem . "thus") (:form . "Thus") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 10) (:start . 8)\n (:id . 44))\n ((:tag . "JJ") (:stem . "clear") (:form . "clear") (:end . 16) (:start . 11)\n (:id . 45))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 21) (:start . 17)\n (:id . 46))\n ((:tag . "EX") (:stem . "there") (:form . "there") (:end . 27) (:start . 22)\n (:id . 47))\n ((:tag . "MD") (:stem . "must") (:form . 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(:end . 149) (:start . 148)\n (:id . 66)))@@@1@25@((:hcues ((:id . :x10.32.1) (:span 28 32)))\n (:hscopes ((:id . :x10.32.1) (:span 28 148)))\n (:identifiers (:sid . :s10.32) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503145@unknown@formal@none@1@S@In the case of the sensory neurons, it is clear that specific types of neurons serving particular modalities terminate in well ordered and characteristically different parts of the neuropile.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "case") (:form . "case") (:end . 11) (:start . 7)\n (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 14) (:start . 12)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 18) (:start . 15)\n (:id . 46))\n ((:tag . "JJ") (:stem . "sensory") (:form . 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(:end . 120) (:start . 119)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s10.34) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503147@unknown@formal@none@1@S@Because the sensory neurons provide us with an accessible set of cells whose terminals grow to different parts of the forming neuropile, we can readily use these neurons to investigate the guidance mechanisms that operate to determine these distinctive patterns of growth and termination.@(((:tag . "IN") (:stem . "because") (:form . "Because") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 11) (:start . 8)\n (:id . 43))\n ((:tag . "JJ") (:stem . "sensory") (:form . "sensory") (:end . 19)\n (:start . 12) (:id . 44))\n ((:tag . "NNS") (:stem . "neuron") (:form . "neurons") (:end . 27)\n (:start . 20) (:id . 45))\n ((:tag . "VBP") (:stem . "provide") (:form . 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(:end . 288) (:start . 287)\n (:id . 87)))@@@1@46@((:identifiers (:sid . :s10.35) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503148@unknown@formal@none@1@S@Different neuron classes project to different medio-lateral domains and to different dorso-ventral layers of neuropile.@(((:tag . "JJ") (:stem . "different") (:form . "Different") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "neuron") (:form . "neuron") (:end . 16)\n (:start . 10) (:id . 43))\n ((:tag . "VBZ") (:stem . "class") (:form . "classes") (:end . 24)\n (:start . 17) (:id . 44))\n ((:tag . "NN") (:stem . "project") (:form . "project") (:end . 32)\n (:start . 25) (:id . 45))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 35) (:start . 33)\n (:id . 46))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 45)\n (:start . 36) (:id . 47))\n ((:tag . "JJ") (:stem . "medio-lateral") (:form . 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(:end . 119) (:start . 118)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s10.36) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5503149@unknown@formal@none@1@S@We previously showed that Slit secreted at the midline and acting through its Robo receptors constitutes a repellent gradient to which sensory neurons respond by terminating and branching at specific positions in the medio-lateral axis of the neuropile [6].@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "RB") (:stem . "previously") (:form . "previously") (:end . 13)\n (:start . 3) (:id . 43))\n ((:tag . "VBD") (:stem . "show") (:form . "showed") (:end . 20) (:start . 14)\n (:id . 44))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 25) (:start . 21)\n (:id . 45))\n ((:tag . "NNP") (:stem . "Slit") (:form . "Slit") (:end . 30) (:start . 26)\n (:id . 46))\n ((:tag . "VBN") (:stem . 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(:end . 207) (:start . 206)\n (:id . 76)))@@@1@35@((:identifiers (:sid . :s10.43) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503156@unknown@formal@none@1@S@In this model, termination sites depend on the response of axons to a system of positional cues that dictate the behaviour and final location of many, perhaps all terminals within a developing network of pre- and postsynaptic neurons.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "model") (:form . "model") (:end . 13) (:start . 8)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 14) (:start . 13)\n (:id . 45))\n ((:tag . "NN") (:stem . "termination") (:form . "termination") (:end . 26)\n (:start . 15) (:id . 46))\n ((:tag . "NNS") (:stem . "site") (:form . 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"pre-") (:end . 208) (:start . 204)\n (:id . 78))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 212) (:start . 209)\n (:id . 79))\n ((:tag . "JJ") (:stem . "postsynaptic") (:form . "postsynaptic") (:end . 225)\n (:start . 213) (:id . 80))\n ((:tag . "NNS") (:stem . "neuron") (:form . "neurons") (:end . 233)\n (:start . 226) (:id . 81))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 234) (:start . 233)\n (:id . 82)))@@@1@41@((:hcues ((:id . :x10.44.1) (:span 151 158)))\n (:hscopes ((:id . :x10.44.1) (:span 151 162)))\n (:identifiers (:sid . :s10.44) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503157@unknown@formal@none@1@S@Specific locations are given not by the target, but by the set of receptors for these positional cues that each neuron expresses.@(((:tag . "JJ") (:stem . "specific") (:form . "Specific") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "location") (:form . 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"expresses") (:end . 128)\n (:start . 119) (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 129) (:start . 128)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s10.45) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503158@unknown@formal@none@1@S@Here, we test and augment this model by using a genetic screen to identify cues and their receptors that guide terminating axons in the dorso-ventral axis of the neuropile.@(((:tag . "RB") (:stem . "here") (:form . "Here") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 5) (:start . 4) (:id . 43))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 8) (:start . 6)\n (:id . 44))\n ((:tag . "VB") (:stem . "test") (:form . "test") (:end . 13) (:start . 9)\n (:id . 45))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 17) (:start . 14)\n (:id . 46))\n ((:tag . "VB") (:stem . "augment") (:form . 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"and") (:form . "and") (:end . 83) (:start . 80)\n (:id . 58))\n ((:tag . "PRP$") (:stem . "their") (:form . "their") (:end . 89)\n (:start . 84) (:id . 59))\n ((:tag . "NNS") (:stem . "receptor") (:form . "receptors") (:end . 99)\n (:start . 90) (:id . 60))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 104) (:start . 100)\n (:id . 61))\n ((:tag . "VBP") (:stem . "guide") (:form . "guide") (:end . 110)\n (:start . 105) (:id . 62))\n ((:tag . "VBG") (:stem . "terminate") (:form . "terminating") (:end . 122)\n (:start . 111) (:id . 63))\n ((:tag . "NNS") (:stem . "axon") (:form . "axons") (:end . 128)\n (:start . 123) (:id . 64))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 131) (:start . 129)\n (:id . 65))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 135) (:start . 132)\n (:id . 66))\n ((:tag . "JJ") (:stem . "dorso-ventral") (:form . "dorso-ventral")\n (:end . 149) (:start . 136) (:id . 67))\n ((:tag . "NN") (:stem . "axis") (:form . "axis") (:end . 154) (:start . 150)\n (:id . 68))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 157) (:start . 155)\n (:id . 69))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 161) (:start . 158)\n (:id . 70))\n ((:tag . "NN") (:stem . "neuropile") (:form . "neuropile") (:end . 171)\n (:start . 162) (:id . 71))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 172) (:start . 171)\n (:id . 72)))@@@1@31@((:identifiers (:sid . :s10.46) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503159@unknown@formal@none@1@S@We find that dorso-ventral layers of neuropile contain different levels and combinations of semaphorins.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "find") (:form . "find") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 12) (:start . 8)\n (:id . 44))\n ((:tag . 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"semaphorin") (:form . "semaphorins") (:end . 103)\n (:start . 92) (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 104) (:start . 103)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s10.47) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503160@unknown@formal@none@1@S@We demonstrate the existence of a central to dorsal and central to ventral gradient of Sema 2a, perpendicular to the Slit gradient.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "demonstrate") (:form . "demonstrate") (:end . 14)\n (:start . 3) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 18) (:start . 15)\n (:id . 44))\n ((:tag . "NN") (:stem . "existence") (:form . "existence") (:end . 28)\n (:start . 19) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 31) (:start . 29)\n (:id . 46))\n ((:tag . "DT") (:stem . "a") (:form . 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(:end . 131) (:start . 130)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s10.48) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503161@unknown@formal@none@1@S@We show that a combination of Plexin A (Plex A) and Plexin B (Plex B) receptors specifies the ventral projection of sensory neurons by responding to high concentrations of Semaphorin 1a (Sema 1a) and Semaphorin 2a (Sema 2a).@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "show") (:form . "show") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 12) (:start . 8)\n (:id . 44))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 14) (:start . 13)\n (:id . 45))\n ((:tag . "NN") (:stem . "combination") (:form . "combination") (:end . 26)\n (:start . 15) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . 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"(") (:form . "(") (:end . 96) (:start . 95)\n (:id . 59))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 102)\n (:start . 96) (:id . 60))\n ((:tag . "NN") (:stem . "1a") (:form . "1A") (:end . 105) (:start . 103)\n (:id . 61))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 106) (:start . 105)\n (:id . 62))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 108) (:start . 107)\n (:id . 63))\n ((:tag . "CD") (:stem . "6],[10") (:form . "6],[10") (:end . 114)\n (:start . 108) (:id . 64))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 115) (:start . 114)\n (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 116) (:start . 115)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s10.55) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503168@unknown@formal@none@1@S@We divide the neuropile into three medio-lateral domains and four dorso-ventral layers (Figure 1C).@(((:tag . "PRP") (:stem . 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"dorso-ventral")\n (:end . 79) (:start . 66) (:id . 52))\n ((:tag . "NNS") (:stem . "layer") (:form . "layers") (:end . 86)\n (:start . 80) (:id . 53))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 88) (:start . 87)\n (:id . 54))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 94)\n (:start . 88) (:id . 55))\n ((:tag . "NN") (:stem . "1c") (:form . "1C") (:end . 97) (:start . 95)\n (:id . 56))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 98) (:start . 97)\n (:id . 57))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 99) (:start . 98)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s10.56) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503169@unknown@formal@none@1@S@With the exception of the chordotonal (ch) neurons, sensory axons terminate in the medial domain of the neuropile.@(((:tag . "IN") (:stem . "with") (:form . "With") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . 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"sensory") (:end . 59)\n (:start . 52) (:id . 53))\n ((:tag . "NNS") (:stem . "axon") (:form . "axons") (:end . 65) (:start . 60)\n (:id . 54))\n ((:tag . "VBP") (:stem . "terminate") (:form . "terminate") (:end . 75)\n (:start . 66) (:id . 55))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 78) (:start . 76)\n (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 82) (:start . 79)\n (:id . 57))\n ((:tag . "JJ") (:stem . "medial") (:form . "medial") (:end . 89)\n (:start . 83) (:id . 58))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 96)\n (:start . 90) (:id . 59))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 99) (:start . 97)\n (:id . 60))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 103) (:start . 100)\n (:id . 61))\n ((:tag . "NN") (:stem . "neuropile") (:form . "neuropile") (:end . 113)\n (:start . 104) (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 114) (:start . 113)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s10.57) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503170@unknown@formal@none@1@S@Ch axons terminate and branch in the intermediate domain.@(((:tag . "NNP") (:stem . "Ch") (:form . "Ch") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "axon") (:form . "axons") (:end . 8) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "terminate") (:form . "terminate") (:end . 18)\n (:start . 9) (:id . 44))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 22) (:start . 19)\n (:id . 45))\n ((:tag . "NN") (:stem . "branch") (:form . "branch") (:end . 29)\n (:start . 23) (:id . 46))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 32) (:start . 30)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 36) (:start . 33)\n (:id . 48))\n ((:tag . "JJ") (:stem . "intermediate") (:form . "intermediate") (:end . 49)\n (:start . 37) (:id . 49))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 56)\n (:start . 50) (:id . 50))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 57) (:start . 56)\n (:id . 51)))@@@1@10@((:identifiers (:sid . :s10.58) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503171@unknown@formal@none@1@S@There is very little sensory input to the dorsal-most layer (layer 1) where motor neurons establish their dendritic arbors.@(((:tag . "EX") (:stem . "there") (:form . "There") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 8) (:start . 6)\n (:id . 43))\n ((:tag . "RB") (:stem . "very") (:form . "very") (:end . 13) (:start . 9)\n (:id . 44))\n ((:tag . "JJ") (:stem . "little") (:form . "little") (:end . 20)\n (:start . 14) (:id . 45))\n ((:tag . "JJ") (:stem . "sensory") (:form . 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"motor") (:form . "motor") (:end . 81) (:start . 76)\n (:id . 57))\n ((:tag . "NNS") (:stem . "neuron") (:form . "neurons") (:end . 89)\n (:start . 82) (:id . 58))\n ((:tag . "VBP") (:stem . "establish") (:form . "establish") (:end . 99)\n (:start . 90) (:id . 59))\n ((:tag . "PRP$") (:stem . "their") (:form . "their") (:end . 105)\n (:start . 100) (:id . 60))\n ((:tag . "JJ") (:stem . "dendritic") (:form . "dendritic") (:end . 115)\n (:start . 106) (:id . 61))\n ((:tag . "NNS") (:stem . "arbor") (:form . "arbors") (:end . 122)\n (:start . 116) (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 123) (:start . 122)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s10.59) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503172@unknown@formal@none@1@S@The proprioceptive dorsal bipolar dendritic (dbd) and class I md (multidendritic) neurons terminate in the upper central layer (layer 2) [6],[9],[11].@(((:tag . 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(:end . 150) (:start . 149)\n (:id . 71)))@@@1@30@((:identifiers (:sid . :s10.60) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503173@unknown@formal@none@1@S@The ch neurons terminate in the lower central layer (layer 3) [6], whereas nociceptive class IV md neurons terminate in the ventral-most layer (layer 4).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "ch") (:form . "ch") (:end . 6) (:start . 4)\n (:id . 43))\n ((:tag . "NNS") (:stem . "neuron") (:form . "neurons") (:end . 14)\n (:start . 7) (:id . 44))\n ((:tag . "VBP") (:stem . "terminate") (:form . "terminate") (:end . 24)\n (:start . 15) (:id . 45))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 27) (:start . 25)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 31) (:start . 28)\n (:id . 47))\n ((:tag . "JJR") (:stem . "low") (:form . 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(:end . 162) (:start . 161)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s10.62) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503175@unknown@formal@none@1@S@The position of termination in the neuropile does not correlate with the nerve route by which the sensory neurons reach the neuropile (see Figure S1).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "position") (:form . "position") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 15) (:start . 13)\n (:id . 44))\n ((:tag . "NN") (:stem . "termination") (:form . "termination") (:end . 27)\n (:start . 16) (:id . 45))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 30) (:start . 28)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 34) (:start . 31)\n (:id . 47))\n ((:tag . "NN") (:stem . "neuropile") (:form . 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(:end . 150) (:start . 149)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s10.63) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503176@unknown@formal@none@1@S@Sensory axons whose cell bodies are located ventrally in the body wall travel in the SN, whereas axons whose cell bodies are located dorsally or laterally in the body wall travel in the ISN [13].@(((:tag . "JJ") (:stem . "sensory") (:form . "Sensory") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "axon") (:form . "axons") (:end . 13) (:start . 8)\n (:id . 43))\n ((:tag . "WP$") (:stem . "whose") (:form . "whose") (:end . 19) (:start . 14)\n (:id . 44))\n ((:tag . "NN") (:stem . "cell") (:form . "cell") (:end . 24) (:start . 20)\n (:id . 45))\n ((:tag . "NNS") (:stem . "body") (:form . "bodies") (:end . 31) (:start . 25)\n (:id . 46))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 35) (:start . 32)\n (:id . 47))\n ((:tag . 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(:end . 195) (:start . 194)\n (:id . 80)))@@@1@39@((:identifiers (:sid . :s10.64) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503177@unknown@formal@none@1@S@Sensory axons running in the SN and ISN terminate in layers 2, 3, or 4, in correlation with their modality and dendritic morphology [9],[11].@(((:tag . "JJ") (:stem . "sensory") (:form . "Sensory") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "axon") (:form . "axons") (:end . 13) (:start . 8)\n (:id . 43))\n ((:tag . "VBG") (:stem . "run") (:form . "running") (:end . 21) (:start . 14)\n (:id . 44))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 24) (:start . 22)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 28) (:start . 25)\n (:id . 46))\n ((:tag . "NNP") (:stem . "SN") (:form . "SN") (:end . 31) (:start . 29)\n (:id . 47))\n ((:tag . "CC") (:stem . "and") (:form . 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"II") (:end . 305) (:start . 303)\n (:id . 86))\n ((:tag . "NNS") (:stem . "tract") (:form . "tracts") (:end . 312)\n (:start . 306) (:id . 87))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 313) (:start . 312)\n (:id . 88)))@@@1@47@((:identifiers (:sid . :s10.68) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503181@unknown@formal@none@1@S@We used PO163GAL4, UAS-n-synaptobrevin-GFP flies to target gene expression selectively to sensory neurons and simultaneously to visualise their terminals (Figure 2A) [14].@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "use") (:form . "used") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "po163gal4") (:form . "PO163GAL4") (:end . 17)\n (:start . 8) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 18) (:start . 17)\n (:id . 45))\n ((:tag . "NNP") (:stem . 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"6") (:form . "6") (:end . 180) (:start . 179)\n (:id . 77))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 181) (:start . 180)\n (:id . 78))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 182) (:start . 181)\n (:id . 79)))@@@1@38@((:identifiers (:sid . :s10.70) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503183@unknown@formal@none@1@S@Effects of altering levels of receptors for Slit, Sema 2a, or Sema 1a in sensory neurons and the distribution of cues in neuropile.@(((:tag . "NNPS") (:stem . "Effect") (:form . "Effects") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 10) (:start . 8)\n (:id . 43))\n ((:tag . "VBG") (:stem . "alter") (:form . "altering") (:end . 19)\n (:start . 11) (:id . 44))\n ((:tag . "NNS") (:stem . "level") (:form . "levels") (:end . 26)\n (:start . 20) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . 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"in") (:end . 72) (:start . 70)\n (:id . 57))\n ((:tag . "JJ") (:stem . "sensory") (:form . "sensory") (:end . 80)\n (:start . 73) (:id . 58))\n ((:tag . "NNS") (:stem . "neuron") (:form . "neurons") (:end . 88)\n (:start . 81) (:id . 59))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 92) (:start . 89)\n (:id . 60))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 96) (:start . 93)\n (:id . 61))\n ((:tag . "NN") (:stem . "distribution") (:form . "distribution") (:end . 109)\n (:start . 97) (:id . 62))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 112) (:start . 110)\n (:id . 63))\n ((:tag . "NNS") (:stem . "cue") (:form . "cues") (:end . 117) (:start . 113)\n (:id . 64))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 120) (:start . 118)\n (:id . 65))\n ((:tag . "NN") (:stem . "neuropile") (:form . "neuropile") (:end . 130)\n (:start . 121) (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 131) (:start . 130)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s10.71) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5503184@unknown@formal@none@1@S@We screened 418 lines with UAS inserts in front of trans-membrane protein coding genes (see Materials and Methods and Table S1 for detailed results of the screen) by systematically expressing them in sensory neurons and analysing the pattern of sensory terminals in abdominal segments (A1–A7) at 21-h after egg laying (AEL).@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "screen") (:form . "screened") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . "CD") (:stem . "418") (:form . "418") (:end . 15) (:start . 12)\n (:id . 44))\n ((:tag . "NNS") (:stem . "line") (:form . "lines") (:end . 21) (:start . 16)\n (:id . 45))\n ((:tag . "IN") (:stem . "with") (:form . 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")") (:form . ")") (:end . 323) (:start . 322)\n (:id . 98))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 324) (:start . 323)\n (:id . 99)))@@@1@58@((:identifiers (:sid . :s10.72) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503185@unknown@formal@none@1@S@We identified 11 genes (2.6%) that change the pattern of sensory terminals, without altering the number of neurons or preventing sensory axons from reaching the central nervous system (CNS) (Table S1).@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "identify") (:form . "identified") (:end . 13)\n (:start . 3) (:id . 43))\n ((:tag . "CD") (:stem . "11") (:form . "11") (:end . 16) (:start . 14)\n (:id . 44))\n ((:tag . "NNS") (:stem . "gene") (:form . "genes") (:end . 22) (:start . 17)\n (:id . 45))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 24) (:start . 23)\n (:id . 46))\n ((:tag . 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",") (:end . 75) (:start . 74)\n (:id . 57))\n ((:tag . "IN") (:stem . "without") (:form . "without") (:end . 83)\n (:start . 76) (:id . 58))\n ((:tag . "VBG") (:stem . "alter") (:form . "altering") (:end . 92)\n (:start . 84) (:id . 59))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 96) (:start . 93)\n (:id . 60))\n ((:tag . "NN") (:stem . "number") (:form . "number") (:end . 103)\n (:start . 97) (:id . 61))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 106) (:start . 104)\n (:id . 62))\n ((:tag . "NNS") (:stem . "neuron") (:form . "neurons") (:end . 114)\n (:start . 107) (:id . 63))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 117) (:start . 115)\n (:id . 64))\n ((:tag . "VBG") (:stem . "prevent") (:form . "preventing") (:end . 128)\n (:start . 118) (:id . 65))\n ((:tag . "JJ") (:stem . "sensory") (:form . "sensory") (:end . 136)\n (:start . 129) (:id . 66))\n ((:tag . "NNS") (:stem . "axon") (:form . 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"JJ") (:stem . "table") (:form . "Table") (:end . 196)\n (:start . 191) (:id . 78))\n ((:tag . "NNP") (:stem . "S1") (:form . "S1") (:end . 199) (:start . 197)\n (:id . 79))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 200) (:start . 199)\n (:id . 80))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 201) (:start . 200)\n (:id . 81)))@@@1@40@((:identifiers (:sid . :s10.73) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503186@unknown@formal@none@1@S@Of the 11 genes expressed, two produced obvious shifts along the dorso-ventral axis.@(((:tag . "IN") (:stem . "of") (:form . "Of") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "CD") (:stem . "11") (:form . "11") (:end . 9) (:start . 7)\n (:id . 44))\n ((:tag . "NNS") (:stem . "gene") (:form . "genes") (:end . 15) (:start . 10)\n (:id . 45))\n ((:tag . "VBN") (:stem . "express") (:form . "expressed") (:end . 25)\n (:start . 16) (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 26) (:start . 25)\n (:id . 47))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 30) (:start . 27)\n (:id . 48))\n ((:tag . "VBD") (:stem . "produce") (:form . "produced") (:end . 39)\n (:start . 31) (:id . 49))\n ((:tag . "JJ") (:stem . "obvious") (:form . "obvious") (:end . 47)\n (:start . 40) (:id . 50))\n ((:tag . "NNS") (:stem . "shift") (:form . "shifts") (:end . 54)\n (:start . 48) (:id . 51))\n ((:tag . "IN") (:stem . "along") (:form . "along") (:end . 60) (:start . 55)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 64) (:start . 61)\n (:id . 53))\n ((:tag . "JJ") (:stem . "dorso-ventral") (:form . "dorso-ventral")\n (:end . 78) (:start . 65) (:id . 54))\n ((:tag . "NN") (:stem . "axis") (:form . "axis") (:end . 83) (:start . 79)\n (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 84) (:start . 83)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s10.74) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503187@unknown@formal@none@1@S@Both belong to the same family: plex B and A.@(((:tag . "DT") (:stem . "both") (:form . "Both") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "belong") (:form . "belong") (:end . 11)\n (:start . 5) (:id . 43))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 14) (:start . 12)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 18) (:start . 15)\n (:id . 45))\n ((:tag . "JJ") (:stem . "same") (:form . "same") (:end . 23) (:start . 19)\n (:id . 46))\n ((:tag . "NN") (:stem . "family") (:form . "family") (:end . 30)\n (:start . 24) (:id . 47))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 31) (:start . 30)\n (:id . 48))\n ((:tag . "NN") (:stem . "plex") (:form . "plex") (:end . 36) (:start . 32)\n (:id . 49))\n ((:tag . "NNP") (:stem . "B") (:form . "B") (:end . 38) (:start . 37)\n (:id . 50))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 42) (:start . 39)\n (:id . 51))\n ((:tag . "NNP") (:stem . "A") (:form . "A") (:end . 44) (:start . 43)\n (:id . 52))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 45) (:start . 44)\n (:id . 53)))@@@1@12@((:identifiers (:sid . :s10.75) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503188@unknown@formal@none@1@S@If plex B is expressed in all sensory neurons, sensory terminals are excluded from layer 2 (Figure 2C).@(((:tag . "IN") (:stem . "if") (:form . "If") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "plex") (:form . "plex") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "NNP") (:stem . "B") (:form . "B") (:end . 9) (:start . 8)\n (:id . 44))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 12) (:start . 10)\n (:id . 45))\n ((:tag . "VBN") (:stem . "express") (:form . "expressed") (:end . 22)\n (:start . 13) (:id . 46))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 25) (:start . 23)\n (:id . 47))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 29) (:start . 26)\n (:id . 48))\n ((:tag . "JJ") (:stem . "sensory") (:form . "sensory") (:end . 37)\n (:start . 30) (:id . 49))\n ((:tag . "NNS") (:stem . "neuron") (:form . "neurons") (:end . 45)\n (:start . 38) (:id . 50))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 46) (:start . 45)\n (:id . 51))\n ((:tag . "JJ") (:stem . "sensory") (:form . "sensory") (:end . 54)\n (:start . 47) (:id . 52))\n ((:tag . "NNS") (:stem . "terminal") (:form . "terminals") (:end . 64)\n (:start . 55) (:id . 53))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 68) (:start . 65)\n (:id . 54))\n ((:tag . "VBN") (:stem . "exclude") (:form . "excluded") (:end . 77)\n (:start . 69) (:id . 55))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 82) (:start . 78)\n (:id . 56))\n ((:tag . "NN") (:stem . "layer") (:form . "layer") (:end . 88) (:start . 83)\n (:id . 57))\n ((:tag . "CD") (:stem . "2") (:form . "2") (:end . 90) (:start . 89)\n (:id . 58))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 92) (:start . 91)\n (:id . 59))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 98)\n (:start . 92) (:id . 60))\n ((:tag . "NN") (:stem . "2c") (:form . "2C") (:end . 101) (:start . 99)\n (:id . 61))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 102) (:start . 101)\n (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 103) (:start . 102)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s10.76) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503189@unknown@formal@none@1@S@If plex A is expressed, terminals are excluded from the intermediate regions of layer 3 and from layer 1 (Figure 2D).@(((:tag . "IN") (:stem . "if") (:form . "If") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "plex") (:form . "plex") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "a") (:form . "A") (:end . 9) (:start . 8)\n (:id . 44))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 12) (:start . 10)\n (:id . 45))\n ((:tag . "VBN") (:stem . "express") (:form . "expressed") (:end . 22)\n (:start . 13) (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 23) (:start . 22)\n (:id . 47))\n ((:tag . "NNS") (:stem . "terminal") (:form . "terminals") (:end . 33)\n (:start . 24) (:id . 48))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 37) (:start . 34)\n (:id . 49))\n ((:tag . "VBN") (:stem . "exclude") (:form . "excluded") (:end . 46)\n (:start . 38) (:id . 50))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 51) (:start . 47)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 55) (:start . 52)\n (:id . 52))\n ((:tag . "JJ") (:stem . "intermediate") (:form . "intermediate") (:end . 68)\n (:start . 56) (:id . 53))\n ((:tag . "NNS") (:stem . "region") (:form . "regions") (:end . 76)\n (:start . 69) (:id . 54))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 79) (:start . 77)\n (:id . 55))\n ((:tag . "NN") (:stem . "layer") (:form . "layer") (:end . 85) (:start . 80)\n (:id . 56))\n ((:tag . "CD") (:stem . "3") (:form . "3") (:end . 87) (:start . 86)\n (:id . 57))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 91) (:start . 88)\n (:id . 58))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 96) (:start . 92)\n (:id . 59))\n ((:tag . "NN") (:stem . "layer") (:form . "layer") (:end . 102) (:start . 97)\n (:id . 60))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 104) (:start . 103)\n (:id . 61))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 106) (:start . 105)\n (:id . 62))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 112)\n (:start . 106) (:id . 63))\n ((:tag . "NN") (:stem . "2d") (:form . "2D") (:end . 115) (:start . 113)\n (:id . 64))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 116) (:start . 115)\n (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 117) (:start . 116)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s10.77) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503190@unknown@formal@none@1@S@We also co-expressed Robo3 and Plex B in sensory neurons and found that this produces a “combination” of Robo 3 and Plex B expression phenotypes.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "VBD") (:stem . "co-expresse") (:form . "co-expressed") (:end . 20)\n (:start . 8) (:id . 44))\n ((:tag . "NNP") (:stem . "Robo3") (:form . "Robo3") (:end . 26) (:start . 21)\n (:id . 45))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 30) (:start . 27)\n (:id . 46))\n ((:tag . "NNP") (:stem . "Plex") (:form . "Plex") (:end . 35) (:start . 31)\n (:id . 47))\n ((:tag . "NNP") (:stem . "B") (:form . "B") (:end . 37) (:start . 36)\n (:id . 48))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 40) (:start . 38)\n (:id . 49))\n ((:tag . "JJ") (:stem . "sensory") (:form . "sensory") (:end . 48)\n (:start . 41) (:id . 50))\n ((:tag . "NNS") (:stem . "neuron") (:form . "neurons") (:end . 56)\n (:start . 49) (:id . 51))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 60) (:start . 57)\n (:id . 52))\n ((:tag . "VBD") (:stem . "find") (:form . "found") (:end . 66) (:start . 61)\n (:id . 53))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 71) (:start . 67)\n (:id . 54))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 76) (:start . 72)\n (:id . 55))\n ((:tag . "VBZ") (:stem . "produce") (:form . "produces") (:end . 85)\n (:start . 77) (:id . 56))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 87) (:start . 86)\n (:id . 57))\n ((:tag . "``") (:stem . "“") (:form . "“") (:end . 89) (:start . 88)\n (:id . 58))\n ((:tag . "NN") (:stem . "combination") (:form . "combination") (:end . 100)\n (:start . 89) (:id . 59))\n ((:tag . "''") (:stem . "”") (:form . "”") (:end . 101) (:start . 100)\n (:id . 60))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 104) (:start . 102)\n (:id . 61))\n ((:tag . "NNP") (:stem . "Robo") (:form . "Robo") (:end . 109) (:start . 105)\n (:id . 62))\n ((:tag . "CD") (:stem . "3") (:form . "3") (:end . 111) (:start . 110)\n (:id . 63))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 115) (:start . 112)\n (:id . 64))\n ((:tag . "NNP") (:stem . "Plex") (:form . "Plex") (:end . 120) (:start . 116)\n (:id . 65))\n ((:tag . "NNP") (:stem . "B") (:form . "B") (:end . 122) (:start . 121)\n (:id . 66))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 133)\n (:start . 123) (:id . 67))\n ((:tag . "NNS") (:stem . "phenotype") (:form . "phenotypes") (:end . 144)\n (:start . 134) (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 145) (:start . 144)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s10.78) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503191@unknown@formal@none@1@S@In these embryos sensory terminals are now mostly confined to the lateral-most portion of layers 3 and 4 (Figure 2E).@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 8) (:start . 3)\n (:id . 43))\n ((:tag . "NNS") (:stem . "embryo") (:form . "embryos") (:end . 16)\n (:start . 9) (:id . 44))\n ((:tag . "JJ") (:stem . "sensory") (:form . "sensory") (:end . 24)\n (:start . 17) (:id . 45))\n ((:tag . "NNS") (:stem . "terminal") (:form . "terminals") (:end . 34)\n (:start . 25) (:id . 46))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 38) (:start . 35)\n (:id . 47))\n ((:tag . "RB") (:stem . "now") (:form . "now") (:end . 42) (:start . 39)\n (:id . 48))\n ((:tag . "RB") (:stem . "mostly") (:form . "mostly") (:end . 49)\n (:start . 43) (:id . 49))\n ((:tag . "VBN") (:stem . "confine") (:form . "confined") (:end . 58)\n (:start . 50) (:id . 50))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 61) (:start . 59)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 65) (:start . 62)\n (:id . 52))\n ((:tag . "JJ") (:stem . "lateral-most") (:form . "lateral-most") (:end . 78)\n (:start . 66) (:id . 53))\n ((:tag . "NN") (:stem . "portion") (:form . "portion") (:end . 86)\n (:start . 79) (:id . 54))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 89) (:start . 87)\n (:id . 55))\n ((:tag . "NNS") (:stem . "layer") (:form . "layers") (:end . 96)\n (:start . 90) (:id . 56))\n ((:tag . "CD") (:stem . "3") (:form . "3") (:end . 98) (:start . 97)\n (:id . 57))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 102) (:start . 99)\n (:id . 58))\n ((:tag . "CD") (:stem . "4") (:form . "4") (:end . 104) (:start . 103)\n (:id . 59))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 106) (:start . 105)\n (:id . 60))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 112)\n (:start . 106) (:id . 61))\n ((:tag . "NN") (:stem . "2e") (:form . "2E") (:end . 115) (:start . 113)\n (:id . 62))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 116) (:start . 115)\n (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 117) (:start . 116)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s10.79) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503192@unknown@formal@none@1@S@Sema 2a and Sema 1a Are Expressed in Central and Dorsal Layers of the Ventral Nerve Cord@(((:tag . "NNP") (:stem . "Sema") (:form . "Sema") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "2a") (:form . "2a") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 11) (:start . 8)\n (:id . 44))\n ((:tag . "NNP") (:stem . "Sema") (:form . "Sema") (:end . 16) (:start . 12)\n (:id . 45))\n ((:tag . "NN") (:stem . "1a") (:form . "1a") (:end . 19) (:start . 17)\n (:id . 46))\n ((:tag . "VBP") (:stem . "be") (:form . "Are") (:end . 23) (:start . 20)\n (:id . 47))\n ((:tag . "VBN") (:stem . "express") (:form . "Expressed") (:end . 33)\n (:start . 24) (:id . 48))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 36) (:start . 34)\n (:id . 49))\n ((:tag . "NNP") (:stem . "Central") (:form . "Central") (:end . 44)\n (:start . 37) (:id . 50))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 48) (:start . 45)\n (:id . 51))\n ((:tag . "NNP") (:stem . "Dorsal") (:form . "Dorsal") (:end . 55)\n (:start . 49) (:id . 52))\n ((:tag . "NNPS") (:stem . "Layers") (:form . "Layers") (:end . 62)\n (:start . 56) (:id . 53))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 65) (:start . 63)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 69) (:start . 66)\n (:id . 55))\n ((:tag . "NNP") (:stem . "Ventral") (:form . "Ventral") (:end . 77)\n (:start . 70) (:id . 56))\n ((:tag . "NNP") (:stem . "Nerve") (:form . "Nerve") (:end . 83) (:start . 78)\n (:id . 57))\n ((:tag . "NNP") (:stem . "Cord") (:form . "Cord") (:end . 88) (:start . 84)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s10.80) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5503193@unknown@formal@none@1@S@The Plexins are receptors for the Semaphorins (Semas), a diverse family of secreted and membrane-associated proteins [15]–[19].@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNPS") (:stem . "Plexin") (:form . "Plexins") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 15) (:start . 12)\n (:id . 44))\n ((:tag . "NNS") (:stem . 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(:end . 127) (:start . 126)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s10.81) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503194@unknown@formal@none@1@S@In Drosophila there are two Plexins (A and B) and five Semas: 1a, 1b, and 5c (transmembrane) and 2a and 2b (secreted).@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "Drosophila") (:form . "Drosophila") (:end . 13)\n (:start . 3) (:id . 43))\n ((:tag . "EX") (:stem . "there") (:form . "there") (:end . 19) (:start . 14)\n (:id . 44))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 23) (:start . 20)\n (:id . 45))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 27) (:start . 24)\n (:id . 46))\n ((:tag . "NNS") (:stem . "plexin") (:form . "Plexins") (:end . 35)\n (:start . 28) (:id . 47))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 37) (:start . 36)\n (:id . 48))\n ((:tag . 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",") (:end . 69) (:start . 68)\n (:id . 60))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 73) (:start . 70)\n (:id . 61))\n ((:tag . "NN") (:stem . "5c") (:form . "5c") (:end . 76) (:start . 74)\n (:id . 62))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 78) (:start . 77)\n (:id . 63))\n ((:tag . "NN") (:stem . "transmembrane") (:form . "transmembrane")\n (:end . 91) (:start . 78) (:id . 64))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 92) (:start . 91)\n (:id . 65))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 96) (:start . 93)\n (:id . 66))\n ((:tag . "NN") (:stem . "2a") (:form . "2a") (:end . 99) (:start . 97)\n (:id . 67))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 103) (:start . 100)\n (:id . 68))\n ((:tag . "NN") (:stem . "2b") (:form . "2b") (:end . 106) (:start . 104)\n (:id . 69))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 108) (:start . 107)\n (:id . 70))\n ((:tag . "VBN") (:stem . "secrete") (:form . "secreted") (:end . 116)\n (:start . 108) (:id . 71))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 117) (:start . 116)\n (:id . 72))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 118) (:start . 117)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s10.82) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503195@unknown@formal@none@1@S@Plex B binds Sema 2a and mediates the Sema 2a-dependent repulsion of motor and sensory axons in the periphery and the fasciculation of longitudinal tracts in the ventral nerve cord (VNC) [20],[21].@(((:tag . "NNP") (:stem . "Plex") (:form . "Plex") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "B") (:form . "B") (:end . 6) (:start . 5)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "bind") (:form . "binds") (:end . 12) (:start . 7)\n (:id . 44))\n ((:tag . "NNP") (:stem . "Sema") (:form . "Sema") (:end . 17) (:start . 13)\n (:id . 45))\n ((:tag . "NN") (:stem . 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"]") (:form . "]") (:end . 196) (:start . 195)\n (:id . 77))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 197) (:start . 196)\n (:id . 78)))@@@1@37@((:identifiers (:sid . :s10.83) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503196@unknown@formal@none@1@S@Plex A binds strongly to Sema 1a and Sema 1b and mediates the Sema-dependent repulsion of embryonic motor axons in the periphery and the repulsion of adult olfactory receptor axons by Sema 1a in the antennal lobes [22]–[24].@(((:tag . "NNP") (:stem . "Plex") (:form . "Plex") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "A") (:form . "A") (:end . 6) (:start . 5)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "bind") (:form . "binds") (:end . 12) (:start . 7)\n (:id . 44))\n ((:tag . "RB") (:stem . "strongly") (:form . "strongly") (:end . 21)\n (:start . 13) (:id . 45))\n ((:tag . "TO") (:stem . "to") (:form . 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"dorso-ventral")\n (:end . 149) (:start . 136) (:id . 63))\n ((:tag . "NN") (:stem . "axis") (:form . "axis") (:end . 154) (:start . 150)\n (:id . 64))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 157) (:start . 155)\n (:id . 65))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 161) (:start . 158)\n (:id . 66))\n ((:tag . "VBG") (:stem . "form") (:form . "forming") (:end . 169)\n (:start . 162) (:id . 67))\n ((:tag . "NN") (:stem . "neuropile") (:form . "neuropile") (:end . 179)\n (:start . 170) (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 180) (:start . 179)\n (:id . 69)))@@@1@28@((:hcues ((:id . :x10.85.1) (:span 71 76)) ((:id . :x10.85.2) (:span 37 46)))\n (:hscopes ((:id . :x10.85.1) (:span 71 179))\n ((:id . :x10.85.2) (:span 37 179)))\n (:identifiers (:sid . :s10.85) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503198@unknown@formal@none@1@S@We therefore used antibody labelling to analyse the expression of Semas 2a and 1a in the CNS at different stages of embryogenesis: prior to sensory axon ingrowth (11-h AEL), at stages when sensory axons form their terminal arbors (13-h AEL), and several hours after sensory axons have completed their terminal arbors (21-h AEL).@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "RB") (:stem . "therefore") (:form . "therefore") (:end . 12)\n (:start . 3) (:id . 43))\n ((:tag . "VBD") (:stem . "use") (:form . 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(:end . 328) (:start . 327)\n (:id . 104)))@@@1@63@((:identifiers (:sid . :s10.86) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503199@unknown@formal@none@1@S@Sema 2a expression first becomes detectable at 11 h as the outgrowth of sensory axons begins, persists strongly until 16 h, but has disappeared by 21 h, when the embryo is mature and ready to hatch.@(((:tag . "NNP") (:stem . "Sema") (:form . "Sema") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "2a") (:form . "2a") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 18)\n (:start . 8) (:id . 44))\n ((:tag . "RB") (:stem . "first") (:form . "first") (:end . 24) (:start . 19)\n (:id . 45))\n ((:tag . "VBZ") (:stem . "become") (:form . "becomes") (:end . 32)\n (:start . 25) (:id . 46))\n ((:tag . "JJ") (:stem . "detectable") (:form . 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(:end . 158) (:start . 157)\n (:id . 77)))@@@1@36@((:identifiers (:sid . :s10.88) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503201@unknown@formal@none@1@S@Strikingly, the protein forms gradients of expression in the neuropile that extend dorsally and ventrally from layer 2 (Figure 2L), at right angles to the mediolateral gradient of Slit (Figure 2F, 2G, 2J, and 2K).@(((:tag . "RB") (:stem . "strikingly") (:form . "Strikingly") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 11) (:start . 10)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 15) (:start . 12)\n (:id . 44))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 23)\n (:start . 16) (:id . 45))\n ((:tag . "VBZ") (:stem . "form") (:form . "forms") (:end . 29) (:start . 24)\n (:id . 46))\n ((:tag . "NNS") (:stem . "gradient") (:form . 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",") (:end . 196) (:start . 195)\n (:id . 78))\n ((:tag . "NN") (:stem . "2g") (:form . "2G") (:end . 199) (:start . 197)\n (:id . 79))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 200) (:start . 199)\n (:id . 80))\n ((:tag . "NN") (:stem . "2j") (:form . "2J") (:end . 203) (:start . 201)\n (:id . 81))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 204) (:start . 203)\n (:id . 82))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 208) (:start . 205)\n (:id . 83))\n ((:tag . "NN") (:stem . "2k") (:form . "2K") (:end . 211) (:start . 209)\n (:id . 84))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 212) (:start . 211)\n (:id . 85))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 213) (:start . 212)\n (:id . 86)))@@@1@45@((:identifiers (:sid . :s10.89) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503202@unknown@formal@none@1@S@There is no detectable expression in layer 4.@(((:tag . 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(:end . 45) (:start . 44)\n (:id . 50)))@@@1@9@((:identifiers (:sid . :s10.90) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503203@unknown@formal@none@1@S@Our experiments show that the effect of overexpressing Plex B in sensory neurons is to shift their terminals away from regions with high Sema 2a levels.@(((:tag . "PRP$") (:stem . "our") (:form . "Our") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "experiment") (:form . "experiments") (:end . 15)\n (:start . 4) (:id . 43))\n ((:tag . "VBP") (:stem . "show") (:form . "show") (:end . 20) (:start . 16)\n (:id . 44))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 25) (:start . 21)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 29) (:start . 26)\n (:id . 46))\n ((:tag . "NN") (:stem . "effect") (:form . "effect") (:end . 36)\n (:start . 30) (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . 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(:end . 152) (:start . 151)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s10.91) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503204@unknown@formal@none@1@S@This effect is still detectable at 21 h when there is no Sema 2a expression and we conclude that misplaced terminals do not compensate by delayed growth into central neuropile (Figure 2C).@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "effect") (:form . "effect") (:end . 11) (:start . 5)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 14) (:start . 12)\n (:id . 44))\n ((:tag . "RB") (:stem . "still") (:form . "still") (:end . 20) (:start . 15)\n (:id . 45))\n ((:tag . "JJ") (:stem . "detectable") (:form . "detectable") (:end . 31)\n (:start . 21) (:id . 46))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 34) (:start . 32)\n (:id . 47))\n ((:tag . "CD") (:stem . 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(:end . 188) (:start . 187)\n (:id . 76)))@@@1@35@((:identifiers (:sid . :s10.92) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503205@unknown@formal@none@1@S@Sema 1a expression is present at 10-h AEL, before sensory axons have entered the neuropile and persists throughout embryogenesis (unpublished data).@(((:tag . "NNP") (:stem . "Sema") (:form . "Sema") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "1a") (:form . "1a") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 18)\n (:start . 8) (:id . 44))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 21) (:start . 19)\n (:id . 45))\n ((:tag . "JJ") (:stem . "present") (:form . "present") (:end . 29)\n (:start . 22) (:id . 46))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 32) (:start . 30)\n (:id . 47))\n ((:tag . "JJ") (:stem . "10-h") (:form . 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"VBZ") (:stem . "persist") (:form . "persists") (:end . 103)\n (:start . 95) (:id . 59))\n ((:tag . "IN") (:stem . "throughout") (:form . "throughout") (:end . 114)\n (:start . 104) (:id . 60))\n ((:tag . "NN") (:stem . "embryogenesis") (:form . "embryogenesis")\n (:end . 128) (:start . 115) (:id . 61))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 130) (:start . 129)\n (:id . 62))\n ((:tag . "JJ") (:stem . "unpublished") (:form . "unpublished") (:end . 141)\n (:start . 130) (:id . 63))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 146)\n (:start . 142) (:id . 64))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 147) (:start . 146)\n (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 148) (:start . 147)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s10.93) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503206@unknown@formal@none@1@S@By 13 h the highest levels of Sema 1a are in the lateral and intermediate portions of layers 1 and 3, at lower levels in layer 2, and not detectable in layer 4 (Figure 2F and 2I).@(((:tag . "IN") (:stem . "by") (:form . "By") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "CD") (:stem . "13") (:form . "13") (:end . 5) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "h") (:form . "h") (:end . 7) (:start . 6)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 11) (:start . 8)\n (:id . 45))\n ((:tag . "JJS") (:stem . "high") (:form . "highest") (:end . 19)\n (:start . 12) (:id . 46))\n ((:tag . "NNS") (:stem . "level") (:form . "levels") (:end . 26)\n (:start . 20) (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . 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",") (:form . ",") (:end . 129) (:start . 128)\n (:id . 70))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 133) (:start . 130)\n (:id . 71))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 137) (:start . 134)\n (:id . 72))\n ((:tag . "JJ") (:stem . "detectable") (:form . "detectable") (:end . 148)\n (:start . 138) (:id . 73))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 151) (:start . 149)\n (:id . 74))\n ((:tag . "NN") (:stem . "layer") (:form . "layer") (:end . 157)\n (:start . 152) (:id . 75))\n ((:tag . "CD") (:stem . "4") (:form . "4") (:end . 159) (:start . 158)\n (:id . 76))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 161) (:start . 160)\n (:id . 77))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 167)\n (:start . 161) (:id . 78))\n ((:tag . "NN") (:stem . "2f") (:form . "2F") (:end . 170) (:start . 168)\n (:id . 79))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 174) (:start . 171)\n (:id . 80))\n ((:tag . "NN") (:stem . "2i") (:form . "2I") (:end . 177) (:start . 175)\n (:id . 81))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 178) (:start . 177)\n (:id . 82))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 179) (:start . 178)\n (:id . 83)))@@@1@42@((:identifiers (:sid . :s10.94) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503207@unknown@formal@none@1@S@In addition to differences in the levels of Sema 1a expression in different dorso-ventral layers of the neuropile, we also find an apparent decrease in concentration from intermediate (high) to medial (low) in layers 1 and 3.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "addition") (:form . "addition") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 14) (:start . 12)\n (:id . 44))\n ((:tag . "NNS") (:stem . "difference") (:form . 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"(") (:end . 202) (:start . 201)\n (:id . 76))\n ((:tag . "JJ") (:stem . "low") (:form . "low") (:end . 205) (:start . 202)\n (:id . 77))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 206) (:start . 205)\n (:id . 78))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 209) (:start . 207)\n (:id . 79))\n ((:tag . "NNS") (:stem . "layer") (:form . "layers") (:end . 216)\n (:start . 210) (:id . 80))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 218) (:start . 217)\n (:id . 81))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 222) (:start . 219)\n (:id . 82))\n ((:tag . "CD") (:stem . "3") (:form . "3") (:end . 224) (:start . 223)\n (:id . 83))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 225) (:start . 224)\n (:id . 84)))@@@1@43@((:identifiers (:sid . :s10.95) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503208@unknown@formal@none@1@S@At 21 h Sema 1a is still strong in intermediate portions of layers 1 and 3.@(((:tag . "IN") (:stem . "at") (:form . "At") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "CD") (:stem . "21") (:form . "21") (:end . 5) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "h") (:form . "h") (:end . 7) (:start . 6)\n (:id . 44))\n ((:tag . "NNP") (:stem . "Sema") (:form . "Sema") (:end . 12) (:start . 8)\n (:id . 45))\n ((:tag . "NN") (:stem . "1a") (:form . "1a") (:end . 15) (:start . 13)\n (:id . 46))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 18) (:start . 16)\n (:id . 47))\n ((:tag . "RB") (:stem . "still") (:form . "still") (:end . 24) (:start . 19)\n (:id . 48))\n ((:tag . "JJ") (:stem . "strong") (:form . 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(:end . 75) (:start . 74)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s10.96) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503209@unknown@formal@none@1@S@The effect of overexpressing Plex A is to exclude sensory terminals from these high levels of Sema 1a expression (Figure 2D).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "effect") (:form . "effect") (:end . 10) (:start . 4)\n (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 13) (:start . 11)\n (:id . 44))\n ((:tag . "VBG") (:stem . "overexpresse") (:form . "overexpressing")\n (:end . 28) (:start . 14) (:id . 45))\n ((:tag . "NNP") (:stem . "Plex") (:form . "Plex") (:end . 33) (:start . 29)\n (:id . 46))\n ((:tag . "NNP") (:stem . "A") (:form . "A") (:end . 35) (:start . 34)\n (:id . 47))\n ((:tag . "VBZ") (:stem . "be") (:form . 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"NN") (:stem . "1a") (:form . "1a") (:end . 101) (:start . 99)\n (:id . 59))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 112)\n (:start . 102) (:id . 60))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 114) (:start . 113)\n (:id . 61))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 120)\n (:start . 114) (:id . 62))\n ((:tag . "NN") (:stem . "2d") (:form . "2D") (:end . 123) (:start . 121)\n (:id . 63))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 124) (:start . 123)\n (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 125) (:start . 124)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s10.97) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503210@unknown@formal@none@1@S@We also analyzed the distributions of Sema 1a and Sema 2a in the antero-posterior axis, at the time of sensory axon ingrowth into the CNS, and found they appear uniform (Figure S2A and S2B).@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "VBD") (:stem . "analyze") (:form . "analyzed") (:end . 16)\n (:start . 8) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 20) (:start . 17)\n (:id . 45))\n ((:tag . "NNS") (:stem . "distribution") (:form . "distributions")\n (:end . 34) (:start . 21) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 37) (:start . 35)\n (:id . 47))\n ((:tag . 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(:stem . ".") (:form . ".") (:end . 190) (:start . 189)\n (:id . 80)))@@@1@39@((:identifiers (:sid . :s10.98) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503211@unknown@formal@none@1@S@To confirm that Sema 2a and Sema 1a act as the ligands for Plex B and Plex A in our experiments, we tested the sema 2a and sema 1a dependence of the Plex B and Plex A overexpression phenotypes in sensory neurons.@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VB") (:stem . "confirm") (:form . "confirm") (:end . 10)\n (:start . 3) (:id . 43))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 15) (:start . 11)\n (:id . 44))\n ((:tag . "NNP") (:stem . "Sema") (:form . "Sema") (:end . 20) (:start . 16)\n (:id . 45))\n ((:tag . "NN") (:stem . "2a") (:form . "2a") (:end . 23) (:start . 21)\n (:id . 46))\n ((:tag . "CC") (:stem . "and") (:form . 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"overexpression") (:form . "overexpression")\n (:end . 181) (:start . 167) (:id . 80))\n ((:tag . "NNS") (:stem . "phenotype") (:form . "phenotypes") (:end . 192)\n (:start . 182) (:id . 81))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 195) (:start . 193)\n (:id . 82))\n ((:tag . "JJ") (:stem . "sensory") (:form . "sensory") (:end . 203)\n (:start . 196) (:id . 83))\n ((:tag . "NNS") (:stem . "neuron") (:form . "neurons") (:end . 211)\n (:start . 204) (:id . 84))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 212) (:start . 211)\n (:id . 85)))@@@1@44@((:identifiers (:sid . :s10.99) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503212@unknown@formal@none@1@S@We analysed patterns of sensory terminals in sema 2a03021 loss of function embryos [25] and in embryos in which plex B was overexpressed in sensory neurons in a sema 2a03021 background.@(((:tag . "PRP") (:stem . "we") (:form . 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"2a03021") (:end . 173)\n (:start . 166) (:id . 73))\n ((:tag . "NN") (:stem . "background") (:form . "background") (:end . 184)\n (:start . 174) (:id . 74))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 185) (:start . 184)\n (:id . 75)))@@@1@34@((:identifiers (:sid . :s10.100) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503213@unknown@formal@none@1@S@In sema 2a03021 embryos we find ectopic sensory terminals in layer 2 (Figure 3A).@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "sema") (:form . "sema") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "CD") (:stem . "2a03021") (:form . "2a03021") (:end . 15)\n (:start . 8) (:id . 44))\n ((:tag . "NNS") (:stem . "embryo") (:form . "embryos") (:end . 23)\n (:start . 16) (:id . 45))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 26) (:start . 24)\n (:id . 46))\n ((:tag . "VBP") (:stem . 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(:stem . ".") (:form . ".") (:end . 81) (:start . 80)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s10.101) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503214@unknown@formal@none@1@S@Overexpression of Plex B in sensory neurons in a sema 2a03021 background fails to exclude sensory terminals from central and dorsal neuropile (compare Figures 2C and 3B).@(((:tag . "NNP") (:stem . "Overexpression") (:form . "Overexpression")\n (:end . 14) (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 17) (:start . 15)\n (:id . 43))\n ((:tag . "NNP") (:stem . "Plex") (:form . "Plex") (:end . 22) (:start . 18)\n (:id . 44))\n ((:tag . "NNP") (:stem . "B") (:form . "B") (:end . 24) (:start . 23)\n (:id . 45))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 27) (:start . 25)\n (:id . 46))\n ((:tag . "JJ") (:stem . "sensory") (:form . "sensory") (:end . 35)\n (:start . 28) (:id . 47))\n ((:tag . 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"and") (:end . 165) (:start . 162)\n (:id . 68))\n ((:tag . "NN") (:stem . "3b") (:form . "3B") (:end . 168) (:start . 166)\n (:id . 69))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 169) (:start . 168)\n (:id . 70))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 170) (:start . 169)\n (:id . 71)))@@@1@30@((:identifiers (:sid . :s10.102) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503215@unknown@formal@none@1@S@The pattern of sensory terminals in these embryos is similar to their pattern in sema 2a03021 mutants (compare Figure 3A and 3B).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "pattern") (:form . "pattern") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 14) (:start . 12)\n (:id . 44))\n ((:tag . "JJ") (:stem . "sensory") (:form . 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"NN") (:stem . "sema") (:form . "sema") (:end . 85) (:start . 81)\n (:id . 56))\n ((:tag . "CD") (:stem . "2a03021") (:form . "2a03021") (:end . 93)\n (:start . 86) (:id . 57))\n ((:tag . "NNS") (:stem . "mutant") (:form . "mutants") (:end . 101)\n (:start . 94) (:id . 58))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 103) (:start . 102)\n (:id . 59))\n ((:tag . "VB") (:stem . "compare") (:form . "compare") (:end . 110)\n (:start . 103) (:id . 60))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 117)\n (:start . 111) (:id . 61))\n ((:tag . "NN") (:stem . "3a") (:form . "3A") (:end . 120) (:start . 118)\n (:id . 62))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 124) (:start . 121)\n (:id . 63))\n ((:tag . "NN") (:stem . "3b") (:form . "3B") (:end . 127) (:start . 125)\n (:id . 64))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 128) (:start . 127)\n (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 129) (:start . 128)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s10.103) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503216@unknown@formal@none@1@S@We conclude that Sema 2a is the functional ligand for Plex B in this system.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "conclude") (:form . "conclude") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 16) (:start . 12)\n (:id . 44))\n ((:tag . "NNP") (:stem . "Sema") (:form . "Sema") (:end . 21) (:start . 17)\n (:id . 45))\n ((:tag . "NN") (:stem . "2a") (:form . "2a") (:end . 24) (:start . 22)\n (:id . 46))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 27) (:start . 25)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 31) (:start . 28)\n (:id . 48))\n ((:tag . "JJ") (:stem . "functional") (:form . 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(:end . 76) (:start . 75)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s10.104) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503217@unknown@formal@none@1@S@sema 2a and sema 1a mutations suppress the phenotypes of Plex B and Plex A overexpression in sensory neurons.@(((:tag . "NN") (:stem . "sema") (:form . "sema") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "2a") (:form . "2a") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 11) (:start . 8)\n (:id . 44))\n ((:tag . "NN") (:stem . "sema") (:form . "sema") (:end . 16) (:start . 12)\n (:id . 45))\n ((:tag . "NN") (:stem . "1a") (:form . "1a") (:end . 19) (:start . 17)\n (:id . 46))\n ((:tag . "NNS") (:stem . "mutation") (:form . "mutations") (:end . 29)\n (:start . 20) (:id . 47))\n ((:tag . "VBP") (:stem . "suppress") (:form . "suppress") (:end . 38)\n (:start . 30) (:id . 48))\n ((:tag . 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"sensory") (:end . 100)\n (:start . 93) (:id . 59))\n ((:tag . "NNS") (:stem . "neuron") (:form . "neurons") (:end . 108)\n (:start . 101) (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 109) (:start . 108)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s10.105) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5503218@unknown@formal@none@1@S@We recombined the UAS-plex A-HA [24] transgene with the sema 1aP1 [26] mutation to express Plex A in a sema 1a mutant background.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "recombine") (:form . "recombined") (:end . 13)\n (:start . 3) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 17) (:start . 14)\n (:id . 44))\n ((:tag . "NNP") (:stem . "UAS-plex") (:form . "UAS-plex") (:end . 26)\n (:start . 18) (:id . 45))\n ((:tag . "NNP") (:stem . "A-HA") (:form . 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"background") (:form . "background") (:end . 128)\n (:start . 118) (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 129) (:start . 128)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s10.106) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503219@unknown@formal@none@1@S@We analysed patterns of sensory terminals in sema 1aP1 mutant embryos and in embryos in which Plex A was overexpressed in sensory neurons in a sema 1aP1 background.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "analyse") (:form . "analysed") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . "NNS") (:stem . "pattern") (:form . "patterns") (:end . 20)\n (:start . 12) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 23) (:start . 21)\n (:id . 45))\n ((:tag . "JJ") (:stem . "sensory") (:form . "sensory") (:end . 31)\n (:start . 24) (:id . 46))\n ((:tag . 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"(") (:form . "(") (:end . 76) (:start . 75)\n (:id . 57))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 82)\n (:start . 76) (:id . 58))\n ((:tag . "NN") (:stem . "3c") (:form . "3C") (:end . 85) (:start . 83)\n (:id . 59))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 86) (:start . 85)\n (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 87) (:start . 86)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s10.108) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503221@unknown@formal@none@1@S@Overexpression of Plex A in sensory neurons in a sema 1aP1 background failed to exclude them from layers 1 and 3 (compare Figures 2D and 3D).@(((:tag . "NNP") (:stem . "Overexpression") (:form . "Overexpression")\n (:end . 14) (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 17) (:start . 15)\n (:id . 43))\n ((:tag . "NNP") (:stem . "Plex") (:form . 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"to") (:form . "to") (:end . 79) (:start . 77)\n (:id . 55))\n ((:tag . "VB") (:stem . "exclude") (:form . "exclude") (:end . 87)\n (:start . 80) (:id . 56))\n ((:tag . "PRP") (:stem . "them") (:form . "them") (:end . 92) (:start . 88)\n (:id . 57))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 97) (:start . 93)\n (:id . 58))\n ((:tag . "NNS") (:stem . "layer") (:form . "layers") (:end . 104)\n (:start . 98) (:id . 59))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 106) (:start . 105)\n (:id . 60))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 110) (:start . 107)\n (:id . 61))\n ((:tag . "CD") (:stem . "3") (:form . "3") (:end . 112) (:start . 111)\n (:id . 62))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 114) (:start . 113)\n (:id . 63))\n ((:tag . "NN") (:stem . "compare") (:form . "compare") (:end . 121)\n (:start . 114) (:id . 64))\n ((:tag . "NNS") (:stem . "figure") (:form . "Figures") (:end . 129)\n (:start . 122) (:id . 65))\n ((:tag . "NN") (:stem . "2d") (:form . "2D") (:end . 132) (:start . 130)\n (:id . 66))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 136) (:start . 133)\n (:id . 67))\n ((:tag . "NN") (:stem . "3d") (:form . "3D") (:end . 139) (:start . 137)\n (:id . 68))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 140) (:start . 139)\n (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 141) (:start . 140)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s10.109) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503222@unknown@formal@none@1@S@The pattern of sensory terminals in these embryos is strikingly similar to their pattern in sema 1aP1 mutants (compare Figure 3C and 3D).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "pattern") (:form . "pattern") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 14) (:start . 12)\n (:id . 44))\n ((:tag . "JJ") (:stem . "sensory") (:form . "sensory") (:end . 22)\n (:start . 15) (:id . 45))\n ((:tag . "NNS") (:stem . "terminal") (:form . "terminals") (:end . 32)\n (:start . 23) (:id . 46))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 35) (:start . 33)\n (:id . 47))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 41) (:start . 36)\n (:id . 48))\n ((:tag . "NNS") (:stem . "embryo") (:form . "embryos") (:end . 49)\n (:start . 42) (:id . 49))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 52) (:start . 50)\n (:id . 50))\n ((:tag . "RB") (:stem . "strikingly") (:form . "strikingly") (:end . 63)\n (:start . 53) (:id . 51))\n ((:tag . "JJ") (:stem . "similar") (:form . "similar") (:end . 71)\n (:start . 64) (:id . 52))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 74) (:start . 72)\n (:id . 53))\n ((:tag . "PRP$") (:stem . "their") (:form . "their") (:end . 80)\n (:start . 75) (:id . 54))\n ((:tag . "NN") (:stem . "pattern") (:form . "pattern") (:end . 88)\n (:start . 81) (:id . 55))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 91) (:start . 89)\n (:id . 56))\n ((:tag . "NN") (:stem . "sema") (:form . "sema") (:end . 96) (:start . 92)\n (:id . 57))\n ((:tag . "NN") (:stem . "1ap1") (:form . "1aP1") (:end . 101) (:start . 97)\n (:id . 58))\n ((:tag . "NNS") (:stem . "mutant") (:form . "mutants") (:end . 109)\n (:start . 102) (:id . 59))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 111) (:start . 110)\n (:id . 60))\n ((:tag . "VB") (:stem . "compare") (:form . "compare") (:end . 118)\n (:start . 111) (:id . 61))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 125)\n (:start . 119) (:id . 62))\n ((:tag . "NN") (:stem . "3c") (:form . "3C") (:end . 128) (:start . 126)\n (:id . 63))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 132) (:start . 129)\n (:id . 64))\n ((:tag . "NN") (:stem . "3d") (:form . "3D") (:end . 135) (:start . 133)\n (:id . 65))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 136) (:start . 135)\n (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 137) (:start . 136)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s10.110) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503223@unknown@formal@none@1@S@We conclude that Sema 1a is the functional ligand for Plex A in this system.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "conclude") (:form . "conclude") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 16) (:start . 12)\n (:id . 44))\n ((:tag . "NNP") (:stem . "Sema") (:form . "Sema") (:end . 21) (:start . 17)\n (:id . 45))\n ((:tag . "NN") (:stem . "1a") (:form . "1a") (:end . 24) (:start . 22)\n (:id . 46))\n ((:tag . "VBZ") (:stem . 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(:end . 76) (:start . 75)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s10.111) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503224@unknown@formal@none@1@S@We were able to identify potential cellular sources of the transmembrane Semaphorin Sema 1a by looking for neuronal populations that project to layers 1 and 3 (Figure S3).@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "JJ") (:stem . "able") (:form . "able") (:end . 12) (:start . 8)\n (:id . 44))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 15) (:start . 13)\n (:id . 45))\n ((:tag . "VB") (:stem . "identify") (:form . "identify") (:end . 24)\n (:start . 16) (:id . 46))\n ((:tag . "JJ") (:stem . "potential") (:form . "potential") (:end . 34)\n (:start . 25) (:id . 47))\n ((:tag . "JJ") (:stem . "cellular") (:form . 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"CD") (:stem . "1") (:form . "1") (:end . 84) (:start . 83)\n (:id . 56))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 86) (:start . 85)\n (:id . 57))\n ((:tag . "NNS") (:stem . "figure") (:form . "Figures") (:end . 93)\n (:start . 86) (:id . 58))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 95) (:start . 94)\n (:id . 59))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 99) (:start . 96)\n (:id . 60))\n ((:tag . "NNP") (:stem . "S3A") (:form . "S3A") (:end . 103) (:start . 100)\n (:id . 61))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 104) (:start . 103)\n (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 105) (:start . 104)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s10.113) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503226@unknown@formal@none@1@S@Using the OK371-GAL4 we targeted the expression of the cell death gene reaper and of the CD8GFP reporter (OK371-GAL4, UASCD8GFP;UAS-reaper) to the motor neurons [27].@(((:tag . "VBG") (:stem . "use") (:form . "Using") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 9) (:start . 6)\n (:id . 43))\n ((:tag . "NN") (:stem . "ok371-gal4") (:form . "OK371-GAL4") (:end . 20)\n (:start . 10) (:id . 44))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 23) (:start . 21)\n (:id . 45))\n ((:tag . "VBD") (:stem . "target") (:form . "targeted") (:end . 32)\n (:start . 24) (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 36) (:start . 33)\n (:id . 47))\n ((:tag . "NN") (:stem . "expression") (:form . 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"[") (:end . 162) (:start . 161)\n (:id . 69))\n ((:tag . "CD") (:stem . "27") (:form . "27") (:end . 164) (:start . 162)\n (:id . 70))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 165) (:start . 164)\n (:id . 71))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 166) (:start . 165)\n (:id . 72)))@@@1@31@((:identifiers (:sid . :s10.114) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503227@unknown@formal@none@1@S@This resulted in the death of most motor neurons by the early first instar larval stage (as judged both by the onset of larval paralysis and by the loss of GFP signal) (Figure S3C).@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "result") (:form . "resulted") (:end . 13)\n (:start . 5) (:id . 43))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 16) (:start . 14)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . 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(:end . 104) (:start . 103)\n (:id . 61)))@@@1@20@((:hcues ((:id . :x10.117.1) (:span 47 53)))\n (:hscopes ((:id . :x10.117.1) (:span 17 103)))\n (:identifiers (:sid . :s10.117) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503230@unknown@formal@none@1@S@Another cell population that projects to layer 1, as well as to layer 3, are the GABAergic interneurons (Figure S3F).@(((:tag . "DT") (:stem . "another") (:form . "Another") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "cell") (:form . "cell") (:end . 12) (:start . 8)\n (:id . 43))\n ((:tag . "NN") (:stem . "population") (:form . "population") (:end . 23)\n (:start . 13) (:id . 44))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 28) (:start . 24)\n (:id . 45))\n ((:tag . "VBZ") (:stem . "project") (:form . "projects") (:end . 37)\n (:start . 29) (:id . 46))\n ((:tag . "TO") (:stem . "to") (:form . 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(:end . 117) (:start . 116)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s10.118) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503231@unknown@formal@none@1@S@We used GADGAL4 [28],[29] to visualise and kill both the motor neurons and the GABAergic interneurons and found that this resulted in nearly complete loss of Sema 1a staining from both layers 1 and 3 (Figure S3G, n=10 embryos).@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "use") (:form . "used") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "NNP") (:stem . "GADGAL4") (:form . "GADGAL4") (:end . 15)\n (:start . 8) (:id . 44))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 17) (:start . 16)\n (:id . 45))\n ((:tag . "CD") (:stem . "28],[29") (:form . "28],[29") (:end . 24)\n (:start . 17) (:id . 46))\n ((:tag . ")") (:stem . "]") (:form . 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(:end . 227) (:start . 226)\n (:id . 86)))@@@1@45@((:identifiers (:sid . :s10.119) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503232@unknown@formal@none@1@S@We conclude that the GABAergic interneurons are likely to be a significant source of Sema 1a in layer 1 and also in layer 3.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "conclude") (:form . "conclude") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 16) (:start . 12)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 20) (:start . 17)\n (:id . 45))\n ((:tag . "JJ") (:stem . "gabaergic") (:form . "GABAergic") (:end . 30)\n (:start . 21) (:id . 46))\n ((:tag . "NNS") (:stem . "interneuron") (:form . "interneurons") (:end . 43)\n (:start . 31) (:id . 47))\n ((:tag . "VBP") (:stem . "be") (:form . 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(:end . 124) (:start . 123)\n (:id . 66)))@@@1@25@((:hcues ((:id . :x10.120.1) (:span 48 54)))\n (:hscopes ((:id . :x10.120.1) (:span 17 123)))\n (:identifiers (:sid . :s10.120) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503233@unknown@formal@none@1@S@We have so far been unable to identify cellular populations that project exclusively to layer 2, but since the expression is continuous across the midline (see Figure S2A), at least some midline cells could be involved.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "RB") (:stem . "so") (:form . "so") (:end . 10) (:start . 8)\n (:id . 44))\n ((:tag . "RB") (:stem . "far") (:form . "far") (:end . 14) (:start . 11)\n (:id . 45))\n ((:tag . "VBN") (:stem . "be") (:form . "been") (:end . 19) (:start . 15)\n (:id . 46))\n ((:tag . 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(:end . 203) (:start . 202)\n (:id . 78)))@@@1@37@((:hcues ((:id . :x10.122.1) (:span 102 107))\n ((:id . :x10.122.2) (:span 4 15)))\n (:hscopes ((:id . :x10.122.1) (:span 102 202))\n ((:id . :x10.122.2) (:span 4 202)))\n (:identifiers (:sid . :s10.122) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503235@unknown@formal@none@1@S@Interestingly these extensions of the glial cells have a limited life span, becoming much reduced late in embryogenesis and we find that Sema 2a expression also declines in these late stages.@(((:tag . "RB") (:stem . "interestingly") (:form . "Interestingly")\n (:end . 13) (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 19) (:start . 14)\n (:id . 43))\n ((:tag . "NNS") (:stem . "extension") (:form . "extensions") (:end . 30)\n (:start . 20) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 33) (:start . 31)\n (:id . 45))\n ((:tag . 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(:end . 191) (:start . 190)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s10.123) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503236@unknown@formal@none@1@S@The VNC of embryos that lack midline glial cells (for example in single minded mutants; [31]) are too fragile and disorganized to allow analysis of levels of Sema 2a along the dorso-ventral axis.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "VNC") (:form . "VNC") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 10) (:start . 8)\n (:id . 44))\n ((:tag . "NNS") (:stem . "embryo") (:form . "embryos") (:end . 18)\n (:start . 11) (:id . 45))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 23) (:start . 19)\n (:id . 46))\n ((:tag . "VBP") (:stem . "lack") (:form . "lack") (:end . 28) (:start . 24)\n (:id . 47))\n ((:tag . "JJ") (:stem . 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".") (:form . ".") (:end . 121) (:start . 120)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s10.130) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503243@unknown@formal@none@1@S@The axons of these cells terminate medially in the ventral-most part of the neuropile, layer 4 (Figure 1C), where they branch asymmetrically in the antero-posterior axis (Figure S7A).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "axon") (:form . "axons") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 12) (:start . 10)\n (:id . 44))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 18) (:start . 13)\n (:id . 45))\n ((:tag . "NNS") (:stem . "cell") (:form . "cells") (:end . 24) (:start . 19)\n (:id . 46))\n ((:tag . "VBP") (:stem . "terminate") (:form . "terminate") (:end . 34)\n (:start . 25) (:id . 47))\n ((:tag . 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(:end . 183) (:start . 182)\n (:id . 76)))@@@1@35@((:identifiers (:sid . :s10.131) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503244@unknown@formal@none@1@S@By examining the location of these ppkEGFP-expressing axons with respect to Sema expression we confirmed that at 13-h AEL these axons terminate in a region of low Sema 2a (Figure 4A) and just below regions of high Sema 1a expression levels (Figure 4B).@(((:tag . "IN") (:stem . "by") (:form . "By") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBG") (:stem . "examine") (:form . "examining") (:end . 12)\n (:start . 3) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 16) (:start . 13)\n (:id . 44))\n ((:tag . "NN") (:stem . "location") (:form . "location") (:end . 25)\n (:start . 17) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 28) (:start . 26)\n (:id . 46))\n ((:tag . "DT") (:stem . "these") (:form . 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(:stem . ".") (:form . ".") (:end . 252) (:start . 251)\n (:id . 89)))@@@1@48@((:identifiers (:sid . :s10.132) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503245@unknown@formal@none@1@S@At 21-h AEL the class IV terminals remain in a region with low Sema 1a expression (Figure 4C).@(((:tag . "IN") (:stem . "at") (:form . "At") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "21-h") (:form . "21-h") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "NNP") (:stem . "AEL") (:form . "AEL") (:end . 11) (:start . 8)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 15) (:start . 12)\n (:id . 45))\n ((:tag . "NN") (:stem . "class") (:form . "class") (:end . 21) (:start . 16)\n (:id . 46))\n ((:tag . "CD") (:stem . "iv") (:form . "IV") (:end . 24) (:start . 22)\n (:id . 47))\n ((:tag . "NNS") (:stem . "terminal") (:form . "terminals") (:end . 34)\n (:start . 25) (:id . 48))\n ((:tag . 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(:end . 97) (:start . 96)\n (:id . 61)))@@@1@20@((:hcues ((:id . :x10.136.1) (:span 13 20)))\n (:hscopes ((:id . :x10.136.1) (:span 13 96)))\n (:identifiers (:sid . :s10.136) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503249@unknown@formal@none@1@S@In embryos mutant for sema 1aP1 [26], sema 2a03021 [25], and in sema 1aP1, sema 2a03021 double mutants, the class IV axons have aberrant patterns of termination and/or growth in the dorso-ventral axis (compare Figure 5A with 5B, 5C and 5D; see also Figure S6 for details of the effects of these mutations on the dorso-ventral position of Fas II tracts).@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "embryo") (:form . "embryos") (:end . 10)\n (:start . 3) (:id . 43))\n ((:tag . "JJ") (:stem . "mutant") (:form . "mutant") (:end . 17)\n (:start . 11) (:id . 44))\n ((:tag . "IN") (:stem . "for") (:form . 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(:end . 353) (:start . 352)\n (:id . 115)))@@@1@74@((:identifiers (:sid . :s10.137) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503250@unknown@formal@none@1@S@We make a distinction between growth and termination phenotypes of class IV axons (For details of this distinction and examples of different kinds of growth and termination phenotypes see Figure S5).@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "make") (:form . "make") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 9) (:start . 8)\n (:id . 44))\n ((:tag . "NN") (:stem . "distinction") (:form . "distinction") (:end . 21)\n (:start . 10) (:id . 45))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 29)\n (:start . 22) (:id . 46))\n ((:tag . "NN") (:stem . "growth") (:form . "growth") (:end . 36)\n (:start . 30) (:id . 47))\n ((:tag . 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(:end . 199) (:start . 198)\n (:id . 75)))@@@1@34@((:identifiers (:sid . :s10.138) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503251@unknown@formal@none@1@S@sema 1a and sema 2a are required to exclude Class IV axons from dorsal and central neuropile.@(((:tag . "NN") (:stem . "sema") (:form . "sema") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "1a") (:form . "1a") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 11) (:start . 8)\n (:id . 44))\n ((:tag . "NN") (:stem . "sema") (:form . "sema") (:end . 16) (:start . 12)\n (:id . 45))\n ((:tag . "NN") (:stem . "2a") (:form . "2a") (:end . 19) (:start . 17)\n (:id . 46))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 23) (:start . 20)\n (:id . 47))\n ((:tag . "VBN") (:stem . "require") (:form . "required") (:end . 32)\n (:start . 24) (:id . 48))\n ((:tag . "TO") (:stem . "to") (:form . 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(:end . 93) (:start . 92)\n (:id . 59)))@@@1@18@((:identifiers (:sid . :s10.139) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5503252@unknown@formal@none@1@S@We found a significant increase in the percentage of hemisegments with aberrant terminals in sema 1aP1, sema 2a03021, and sema 1aP1, sema 2a03021 double mutants with respect to sema 1aP1/+ controls (Figure 5A–5H).@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "find") (:form . "found") (:end . 8) (:start . 3)\n (:id . 43))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 10) (:start . 9)\n (:id . 44))\n ((:tag . "JJ") (:stem . "significant") (:form . "significant") (:end . 22)\n (:start . 11) (:id . 45))\n ((:tag . "NN") (:stem . "increase") (:form . "increase") (:end . 31)\n (:start . 23) (:id . 46))\n ((:tag . "IN") (:stem . "in") (:form . 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(:end . 145) (:start . 144)\n (:id . 70)))@@@1@29@((:hcues ((:id . :x10.146.1) (:span 8 15)))\n (:hscopes ((:id . :x10.146.1) (:span 0 144)))\n (:identifiers (:sid . :s10.146) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503259@unknown@formal@none@1@S@Our results suggest that Sema 1a and Sema 2a are instructive for termination of class IV axons along the dorso-ventral axis.@(((:tag . "PRP$") (:stem . "our") (:form . "Our") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "result") (:form . "results") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "VBP") (:stem . "suggest") (:form . "suggest") (:end . 19)\n (:start . 12) (:id . 44))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 24) (:start . 20)\n (:id . 45))\n ((:tag . "NNP") (:stem . "Sema") (:form . "Sema") (:end . 29) (:start . 25)\n (:id . 46))\n ((:tag . "NN") (:stem . "1a") (:form . 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(:end . 124) (:start . 123)\n (:id . 63)))@@@1@22@((:hcues ((:id . :x10.147.1) (:span 12 19)))\n (:hscopes ((:id . :x10.147.1) (:span 12 123)))\n (:identifiers (:sid . :s10.147) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503260@unknown@formal@none@1@S@We also assessed the potential roles of Sema 1a and Sema 2a in controlling the termination of class IV axons in the antero-posterior axis by analysing their projections in a top-down view of the neuropile in wild type and in sema 1a, sema 2a double mutants (Figure S7).@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "VBD") (:stem . "assess") (:form . "assessed") (:end . 16)\n (:start . 8) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 20) (:start . 17)\n (:id . 45))\n ((:tag . "JJ") (:stem . 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"mutant") (:form . "mutants") (:end . 256)\n (:start . 249) (:id . 88))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 258) (:start . 257)\n (:id . 89))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 264)\n (:start . 258) (:id . 90))\n ((:tag . "NNP") (:stem . "S7") (:form . "S7") (:end . 267) (:start . 265)\n (:id . 91))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 268) (:start . 267)\n (:id . 92))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 269) (:start . 268)\n (:id . 93)))@@@1@52@((:hcues ((:id . :x10.148.1) (:span 21 30)))\n (:hscopes ((:id . :x10.148.1) (:span 21 137)))\n (:identifiers (:sid . :s10.148) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503261@unknown@formal@none@1@S@We chose the sema 1a, sema 2a double mutant for this analysis, because it exhibited the strongest phenotypes in the dorso-ventral axis.@(((:tag . "PRP") (:stem . "we") (:form . 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"JJ") (:stem . "dorso-ventral") (:form . "dorso-ventral")\n (:end . 129) (:start . 116) (:id . 64))\n ((:tag . "NN") (:stem . "axis") (:form . "axis") (:end . 134) (:start . 130)\n (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 135) (:start . 134)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s10.149) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503262@unknown@formal@none@1@S@Wild-type class IV axons grow asymmetrically, within their normal ventral and medial termination domain, forming thicker terminal in the anterior than in the posterior portion of the segment (Figure S7A).@(((:tag . "JJ") (:stem . "wild-type") (:form . "Wild-type") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "class") (:form . "class") (:end . 15) (:start . 10)\n (:id . 43))\n ((:tag . "CD") (:stem . "iv") (:form . "IV") (:end . 18) (:start . 16)\n (:id . 44))\n ((:tag . "NNS") (:stem . "axon") (:form . 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(:stem . ".") (:form . ".") (:end . 204) (:start . 203)\n (:id . 76)))@@@1@35@((:identifiers (:sid . :s10.150) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503263@unknown@formal@none@1@S@We did not observe a significant loss of this asymmetry in the sema 1a, sema 2a double mutant compared to wild type (Figure S7B and S7C).@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "do") (:form . "did") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 10) (:start . 7)\n (:id . 44))\n ((:tag . "VB") (:stem . "observe") (:form . "observe") (:end . 18)\n (:start . 11) (:id . 45))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 20) (:start . 19)\n (:id . 46))\n ((:tag . "JJ") (:stem . "significant") (:form . "significant") (:end . 32)\n (:start . 21) (:id . 47))\n ((:tag . "NN") (:stem . "loss") (:form . 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"the") (:end . 141) (:start . 138)\n (:id . 67))\n ((:tag . "JJ") (:stem . "major") (:form . "major") (:end . 147)\n (:start . 142) (:id . 68))\n ((:tag . "NNS") (:stem . "defect") (:form . "defects") (:end . 155)\n (:start . 148) (:id . 69))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 158) (:start . 156)\n (:id . 70))\n ((:tag . "NN") (:stem . "growth") (:form . "growth") (:end . 165)\n (:start . 159) (:id . 71))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 169) (:start . 166)\n (:id . 72))\n ((:tag . "NN") (:stem . "termination") (:form . "termination") (:end . 181)\n (:start . 170) (:id . 73))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 184) (:start . 182)\n (:id . 74))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 188) (:start . 185)\n (:id . 75))\n ((:tag . "JJ") (:stem . "dorsoventral") (:form . "dorsoventral") (:end . 201)\n (:start . 189) (:id . 76))\n ((:tag . "NN") (:stem . "axis") (:form . "axis") (:end . 206) (:start . 202)\n (:id . 77))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 207) (:start . 206)\n (:id . 78)))@@@1@37@((:hcues ((:id . :x10.152.1) (:span 90 96)))\n (:hscopes ((:id . :x10.152.1) (:span 90 206)))\n (:identifiers (:sid . :s10.152) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503265@unknown@formal@none@1@S@Thus Sema 1a and Sema 2a do not appear to play a major role in confining class IV terminals to the anterior portion of the segment.@(((:tag . "RB") (:stem . "thus") (:form . "Thus") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "Sema") (:form . "Sema") (:end . 9) (:start . 5)\n (:id . 43))\n ((:tag . "NN") (:stem . "1a") (:form . "1a") (:end . 12) (:start . 10)\n (:id . 44))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 16) (:start . 13)\n (:id . 45))\n ((:tag . "NNP") (:stem . "Sema") (:form . 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"confining") (:end . 72)\n (:start . 63) (:id . 57))\n ((:tag . "NN") (:stem . "class") (:form . "class") (:end . 78) (:start . 73)\n (:id . 58))\n ((:tag . "CD") (:stem . "iv") (:form . "IV") (:end . 81) (:start . 79)\n (:id . 59))\n ((:tag . "NNS") (:stem . "terminal") (:form . "terminals") (:end . 91)\n (:start . 82) (:id . 60))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 94) (:start . 92)\n (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 98) (:start . 95)\n (:id . 62))\n ((:tag . "JJ") (:stem . "anterior") (:form . "anterior") (:end . 107)\n (:start . 99) (:id . 63))\n ((:tag . "NN") (:stem . "portion") (:form . "portion") (:end . 115)\n (:start . 108) (:id . 64))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 118) (:start . 116)\n (:id . 65))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 122) (:start . 119)\n (:id . 66))\n ((:tag . "NN") (:stem . "segment") (:form . "segment") (:end . 130)\n (:start . 123) (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 131) (:start . 130)\n (:id . 68)))@@@1@27@((:hcues ((:id . :x10.153.1) (:span 32 38)))\n (:hscopes ((:id . :x10.153.1) (:span 5 130)))\n (:identifiers (:sid . :s10.153) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503266@unknown@formal@none@1@S@Consistent with this idea is also our finding that the distributions of Sema 1a and Sema 2a appear uniform in the antero-posterior axis, at the time of sensory axon ingrowth into the CNS (Figure S2A and S2B).@(((:tag . "JJ") (:stem . "consistent") (:form . "Consistent") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 15) (:start . 11)\n (:id . 43))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 20) (:start . 16)\n (:id . 44))\n ((:tag . "NN") (:stem . "idea") (:form . "idea") (:end . 25) (:start . 21)\n (:id . 45))\n ((:tag . "VBZ") (:stem . "be") (:form . 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"NNP") (:stem . "S2A") (:form . "S2A") (:end . 198) (:start . 195)\n (:id . 78))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 202) (:start . 199)\n (:id . 79))\n ((:tag . "NNP") (:stem . "S2B") (:form . "S2B") (:end . 206) (:start . 203)\n (:id . 80))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 207) (:start . 206)\n (:id . 81))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 208) (:start . 207)\n (:id . 82)))@@@1@41@((:identifiers (:sid . :s10.154) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503267@unknown@formal@none@1@S@sema 1a Is Required Non-Cell-Autonomously to Exclude Class IV Axons from Dorsal Neuropile@(((:tag . "NN") (:stem . "sema") (:form . "sema") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "1a") (:form . "1a") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "be") (:form . "Is") (:end . 10) (:start . 8)\n (:id . 44))\n ((:tag . 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"Neuropile") (:end . 89)\n (:start . 80) (:id . 54)))@@@1@13@((:identifiers (:sid . :s10.155) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5503268@unknown@formal@none@1@S@In some cases membrane-bound Sema 1a acts as a receptor [18],[32].@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "some") (:form . "some") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "NNS") (:stem . "case") (:form . "cases") (:end . 13) (:start . 8)\n (:id . 44))\n ((:tag . "JJ") (:stem . "membrane-bound") (:form . "membrane-bound")\n (:end . 28) (:start . 14) (:id . 45))\n ((:tag . "NNP") (:stem . "Sema") (:form . "Sema") (:end . 33) (:start . 29)\n (:id . 46))\n ((:tag . "NN") (:stem . "1a") (:form . "1a") (:end . 36) (:start . 34)\n (:id . 47))\n ((:tag . "VBZ") (:stem . "act") (:form . "acts") (:end . 41) (:start . 37)\n (:id . 48))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 44) (:start . 42)\n (:id . 49))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 46) (:start . 45)\n (:id . 50))\n ((:tag . "NN") (:stem . "receptor") (:form . "receptor") (:end . 55)\n (:start . 47) (:id . 51))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 57) (:start . 56)\n (:id . 52))\n ((:tag . "CD") (:stem . "18],[32") (:form . "18],[32") (:end . 64)\n (:start . 57) (:id . 53))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 65) (:start . 64)\n (:id . 54))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 66) (:start . 65)\n (:id . 55)))@@@1@14@((:identifiers (:sid . :s10.156) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503269@unknown@formal@none@1@S@Thus, rather than a requirement to act as a cue, the class IV mutant phenotypes could reflect a cell-autonomous requirement for Sema 1a in the sensory neurons themselves.@(((:tag . "RB") (:stem . "thus") (:form . 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(:end . 170) (:start . 169)\n (:id . 72)))@@@1@31@((:hcues ((:id . :x10.157.1) (:span 80 85)))\n (:hscopes ((:id . :x10.157.1) (:span 80 169)))\n (:identifiers (:sid . :s10.157) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503270@unknown@formal@none@1@S@To resolve this, we performed two kinds of rescue experiments.@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VB") (:stem . "resolve") (:form . "resolve") (:end . 10)\n (:start . 3) (:id . 43))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 15) (:start . 11)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 16) (:start . 15)\n (:id . 45))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 19) (:start . 17)\n (:id . 46))\n ((:tag . "VBD") (:stem . "perform") (:form . "performed") (:end . 29)\n (:start . 20) (:id . 47))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 33) (:start . 30)\n (:id . 48))\n ((:tag . "NNS") (:stem . "kind") (:form . "kinds") (:end . 39) (:start . 34)\n (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 42) (:start . 40)\n (:id . 50))\n ((:tag . "NN") (:stem . "rescue") (:form . "rescue") (:end . 49)\n (:start . 43) (:id . 51))\n ((:tag . "NNS") (:stem . "experiment") (:form . "experiments") (:end . 61)\n (:start . 50) (:id . 52))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 62) (:start . 61)\n (:id . 53)))@@@1@12@((:identifiers (:sid . :s10.158) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503271@unknown@formal@none@1@S@First, we restored sema 1a expression to sensory neurons in sema 1aP1mutant embryos using PO163GAL4.@(((:tag . "RB") (:stem . "first") (:form . "First") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 6) (:start . 5) (:id . 43))\n ((:tag . "PRP") (:stem . 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(:end . 110) (:start . 109)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s10.164) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503277@unknown@formal@none@1@S@sema 1a is required non-cell autonomously in dorsal neuropile for the ventral projection of Class IV axons.@(((:tag . "NN") (:stem . "sema") (:form . "sema") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "1a") (:form . "1a") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 10) (:start . 8)\n (:id . 44))\n ((:tag . "VBN") (:stem . "require") (:form . "required") (:end . 19)\n (:start . 11) (:id . 45))\n ((:tag . "JJ") (:stem . "non-cell") (:form . "non-cell") (:end . 28)\n (:start . 20) (:id . 46))\n ((:tag . "RB") (:stem . "autonomously") (:form . "autonomously") (:end . 41)\n (:start . 29) (:id . 47))\n ((:tag . "IN") (:stem . "in") (:form . 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(:stem . ".") (:form . ".") (:end . 107) (:start . 106)\n (:id . 59)))@@@1@18@((:identifiers (:sid . :s10.165) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5503278@unknown@formal@none@1@S@In a second set of experiments, we selectively restored Sema 1a to dorsal neuropile in an otherwise sema 1aP1 mutant background, by using HB9GAL4 to drive its expression in a subset of motor neurons [33].@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 4) (:start . 3)\n (:id . 43))\n ((:tag . "JJ") (:stem . "second") (:form . "second") (:end . 11) (:start . 5)\n (:id . 44))\n ((:tag . "NN") (:stem . "set") (:form . "set") (:end . 15) (:start . 12)\n (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 18) (:start . 16)\n (:id . 46))\n ((:tag . "NNS") (:stem . "experiment") (:form . 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(:end . 180) (:start . 179)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s10.167) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503280@unknown@formal@none@1@S@We confirmed that Sema 1a is selectively present in dorsal neuropile in these experiments (compare Figure 6A, 6C, and 6G), and we observed a significant reduction in the dorsal termination of class IV axons compared to sema 1aP1 mutants (Figure 6H and 6I).@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "confirm") (:form . "confirmed") (:end . 12)\n (:start . 3) (:id . 43))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 17) (:start . 13)\n (:id . 44))\n ((:tag . "NNP") (:stem . "Sema") (:form . "Sema") (:end . 22) (:start . 18)\n (:id . 45))\n ((:tag . "NN") (:stem . "1a") (:form . "1a") (:end . 25) (:start . 23)\n (:id . 46))\n ((:tag . "VBZ") (:stem . "be") (:form . 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"CC") (:stem . "and") (:form . "and") (:end . 251) (:start . 248)\n (:id . 89))\n ((:tag . "NN") (:stem . "6i") (:form . "6I") (:end . 254) (:start . 252)\n (:id . 90))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 255) (:start . 254)\n (:id . 91))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 256) (:start . 255)\n (:id . 92)))@@@1@51@((:identifiers (:sid . :s10.168) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503281@unknown@formal@none@1@S@Thus in an otherwise mutant background, the mutant phenotype of class IV axons can be partially rescued by expressing sema1a dorsally in the dendrites of motor neurons.@(((:tag . "RB") (:stem . "thus") (:form . "Thus") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 10) (:start . 8)\n (:id . 44))\n ((:tag . "RB") (:stem . 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"the") (:end . 140) (:start . 137)\n (:id . 65))\n ((:tag . "NNS") (:stem . "dendrite") (:form . "dendrites") (:end . 150)\n (:start . 141) (:id . 66))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 153) (:start . 151)\n (:id . 67))\n ((:tag . "NN") (:stem . "motor") (:form . "motor") (:end . 159)\n (:start . 154) (:id . 68))\n ((:tag . "NNS") (:stem . "neuron") (:form . "neurons") (:end . 167)\n (:start . 160) (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 168) (:start . 167)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s10.169) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503282@unknown@formal@none@1@S@We also asked whether restoration of Sema 2a expression in the midline glial cells using the single mindedGAL4 line in an otherwise sema 2a mutant background (sema 2a, UAS-sema 2a;single-mindedGAL4, ppkeGFP) rescues the sema 2a mutant phenotype of class IV axons (see Figure S4 for details of these experiments).@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "VBD") (:stem . "ask") (:form . "asked") (:end . 13) (:start . 8)\n (:id . 44))\n ((:tag . "IN") (:stem . "whether") (:form . "whether") (:end . 21)\n (:start . 14) (:id . 45))\n ((:tag . "NN") (:stem . "restoration") (:form . 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(:end . 139) (:start . 138)\n (:id . 64)))@@@1@23@((:hcues ((:id . :x10.175.1) (:span 31 36)))\n (:hscopes ((:id . :x10.175.1) (:span 6 138)))\n (:identifiers (:sid . :s10.175) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503288@unknown@formal@none@1@S@By in situ hybridization we confirmed previous reports [20] that ch, dbd, and class I–IV md neurons express plex B at the time that sensory axons grow into and terminate in the VNC (Figure S8D).@(((:tag . "IN") (:stem . "by") (:form . "By") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "FW") (:stem . "in") (:form . "in") (:end . 5) (:start . 3)\n (:id . 43))\n ((:tag . "FW") (:stem . "situ") (:form . "situ") (:end . 10) (:start . 6)\n (:id . 44))\n ((:tag . "NN") (:stem . "hybridization") (:form . "hybridization")\n (:end . 24) (:start . 11) (:id . 45))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 27) (:start . 25)\n (:id . 46))\n ((:tag . 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(:end . 194) (:start . 193)\n (:id . 83)))@@@1@42@((:identifiers (:sid . :s10.176) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503289@unknown@formal@none@1@S@By double labelling with anti-Plex A and anti-horseradish peroxidase we confirmed that Plex A is expressed in sensory neuron cell bodies at 13-h AEL (Figure S8A), and by double labelling with anti-Plex A and anti-GFP showed that Plex A is strongly expressed in the ppk-expressing class IV neurons (Figure S8B).@(((:tag . "IN") (:stem . "by") (:form . "By") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "double") (:form . "double") (:end . 9) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "labelling") (:form . "labelling") (:end . 19)\n (:start . 10) (:id . 44))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 24) (:start . 20)\n (:id . 45))\n ((:tag . "JJ") (:stem . "anti-plex") (:form . 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(:end . 310) (:start . 309)\n (:id . 97)))@@@1@56@((:identifiers (:sid . :s10.177) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503290@unknown@formal@none@1@S@Unfortunately, none of these experiments allows us to draw quantitative conclusions about levels of expression in different cells.@(((:tag . "RB") (:stem . "unfortunately") (:form . "Unfortunately")\n (:end . 13) (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 14) (:start . 13)\n (:id . 43))\n ((:tag . "NN") (:stem . "none") (:form . "none") (:end . 19) (:start . 15)\n (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 22) (:start . 20)\n (:id . 45))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 28) (:start . 23)\n (:id . 46))\n ((:tag . "NNS") (:stem . "experiment") (:form . "experiments") (:end . 40)\n (:start . 29) (:id . 47))\n ((:tag . "VBZ") (:stem . "allow") (:form . 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"JJ") (:stem . "dorso-ventral") (:form . "dorso-ventral")\n (:end . 102) (:start . 89) (:id . 56))\n ((:tag . "NN") (:stem . "axis") (:form . "axis") (:end . 107) (:start . 103)\n (:id . 57))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 110) (:start . 108)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 114) (:start . 111)\n (:id . 59))\n ((:tag . "NN") (:stem . "cns") (:form . "CNS") (:end . 118) (:start . 115)\n (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 119) (:start . 118)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s10.179) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503292@unknown@formal@none@1@S@However antibody labelling against Plex A does reveal expression in the neuropile at 13-h AEL (Figure S8C).@(((:tag . "RB") (:stem . "however") (:form . "However") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "antibody") (:form . 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(:end . 107) (:start . 106)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s10.180) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503293@unknown@formal@none@1@S@To show whether both Plexins are required to exclude the ventrally projecting sensory neurons from central and/or dorsal neuropile, we analysed the projection pattern of class IV axons in plex A and B mutants.@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VB") (:stem . "show") (:form . "show") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "IN") (:stem . "whether") (:form . "whether") (:end . 15)\n (:start . 8) (:id . 44))\n ((:tag . "DT") (:stem . "both") (:form . "both") (:end . 20) (:start . 16)\n (:id . 45))\n ((:tag . "NNPS") (:stem . "Plexin") (:form . "Plexins") (:end . 28)\n (:start . 21) (:id . 46))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 32) (:start . 29)\n (:id . 47))\n ((:tag . 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(:end . 209) (:start . 208)\n (:id . 77)))@@@1@36@((:hcues ((:id . :x10.181.1) (:span 8 15)))\n (:hscopes ((:id . :x10.181.1) (:span 8 130)))\n (:identifiers (:sid . :s10.181) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503294@unknown@formal@none@1@S@In plex ADf(4)C3 mutants, class IV axons project aberrantly to central and/or dorsal neuropile (Figure 7A and 7B).@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "plex") (:form . "plex") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "JJ") (:stem . "ADf(4)C3") (:form . "ADf(4)C3") (:end . 16)\n (:start . 8) (:id . 44))\n ((:tag . "NNS") (:stem . "mutant") (:form . "mutants") (:end . 24)\n (:start . 17) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 25) (:start . 24)\n (:id . 46))\n ((:tag . "NN") (:stem . "class") (:form . "class") (:end . 31) (:start . 26)\n (:id . 47))\n ((:tag . 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(:stem . ".") (:form . ".") (:end . 96) (:start . 95)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s10.184) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5503297@unknown@formal@none@1@S@In plex BKG00878 mutants class IV axons also project to dorsal or central neuropile (Figures 7D and 7E).@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "plex") (:form . "plex") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "bkg00878") (:form . "BKG00878") (:end . 16)\n (:start . 8) (:id . 44))\n ((:tag . "NNS") (:stem . "mutant") (:form . "mutants") (:end . 24)\n (:start . 17) (:id . 45))\n ((:tag . "NN") (:stem . "class") (:form . "class") (:end . 30) (:start . 25)\n (:id . 46))\n ((:tag . "CD") (:stem . "iv") (:form . "IV") (:end . 33) (:start . 31)\n (:id . 47))\n ((:tag . "NNS") (:stem . "axon") (:form . 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(:end . 115) (:start . 114)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s10.187) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503300@unknown@formal@none@1@S@We found that in plex B mutants Class IV axons terminate with roughly equal probability in layers 1, 2, or 3.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "find") (:form . "found") (:end . 8) (:start . 3)\n (:id . 43))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 13) (:start . 9)\n (:id . 44))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 16) (:start . 14)\n (:id . 45))\n ((:tag . "NN") (:stem . "plex") (:form . "plex") (:end . 21) (:start . 17)\n (:id . 46))\n ((:tag . "NNP") (:stem . "B") (:form . "B") (:end . 23) (:start . 22)\n (:id . 47))\n ((:tag . "NNS") (:stem . "mutant") (:form . "mutants") (:end . 31)\n (:start . 24) (:id . 48))\n ((:tag . "NNP") (:stem . 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"(") (:form . "(") (:end . 261) (:start . 260)\n (:id . 95))\n ((:tag . "JJ") (:stem . "unpublished") (:form . "unpublished") (:end . 272)\n (:start . 261) (:id . 96))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 277)\n (:start . 273) (:id . 97))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 278) (:start . 277)\n (:id . 98))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 279) (:start . 278)\n (:id . 99)))@@@1@58@((:hcues ((:id . :x10.190.1) (:span 203 213))\n ((:id . :x10.190.2) (:span 63 69 132 134)))\n (:hscopes ((:id . :x10.190.1) (:span 203 259))\n ((:id . :x10.190.2) (:span 63 157)))\n (:identifiers (:sid . :s10.190) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503303@unknown@formal@none@1@S@To further test whether Plex B functions to prevent termination in regions with high Sema 1a levels we analysed the patterns of sensory terminals that overexpress Plex B in a sema 1a mutant (Figure S9).@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "RB") (:stem . "further") (:form . "further") (:end . 10)\n (:start . 3) (:id . 43))\n ((:tag . "VB") (:stem . "test") (:form . "test") (:end . 15) (:start . 11)\n (:id . 44))\n ((:tag . "IN") (:stem . "whether") (:form . "whether") (:end . 23)\n (:start . 16) (:id . 45))\n ((:tag . 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(:end . 185) (:start . 184)\n (:id . 75)))@@@1@34@((:identifiers (:sid . :s10.193) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503306@unknown@formal@none@1@S@A similar expansion is also observed in plex ADf(4)C3 mutants, indicating that Plex A function is required to prevent termination in regions with highest levels of Sema 1a (Figure S9C).@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "similar") (:form . "similar") (:end . 9)\n (:start . 2) (:id . 43))\n ((:tag . "NN") (:stem . "expansion") (:form . "expansion") (:end . 19)\n (:start . 10) (:id . 44))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 22) (:start . 20)\n (:id . 45))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 27) (:start . 23)\n (:id . 46))\n ((:tag . "VBN") (:stem . "observe") (:form . "observed") (:end . 36)\n (:start . 28) (:id . 47))\n ((:tag . "IN") (:stem . 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(:end . 185) (:start . 184)\n (:id . 75)))@@@1@34@((:hcues ((:id . :x10.194.1) (:span 63 78)))\n (:hscopes ((:id . :x10.194.1) (:span 63 171)))\n (:identifiers (:sid . :s10.194) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503307@unknown@formal@none@1@S@Interestingly, we found that in the absence of plex A, Plex B overexpression in sensory neurons is sufficient to prevent their expansion into regions with highest Sema 1a levels (in PO163GAL4, UAS-plex B; plex ADf(4)C3 embryos) (Figure S9D).@(((:tag . "RB") (:stem . "interestingly") (:form . "Interestingly")\n (:end . 13) (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 14) (:start . 13)\n (:id . 43))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 17) (:start . 15)\n (:id . 44))\n ((:tag . "VBD") (:stem . "find") (:form . "found") (:end . 23) (:start . 18)\n (:id . 45))\n ((:tag . "IN") (:stem . "that") (:form . 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(:end . 241) (:start . 240)\n (:id . 88)))@@@1@47@((:identifiers (:sid . :s10.195) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503308@unknown@formal@none@1@S@Rescuing plex A and plex B in Sensory Neurons Alone Is Sufficient to Prevent the Aberrant Projection of Class IV Neurons to Dorsal and Central Neuropile@(((:tag . "VBG") (:stem . "rescue") (:form . "Rescuing") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "plex") (:form . "plex") (:end . 13) (:start . 9)\n (:id . 43))\n ((:tag . "NN") (:stem . "a") (:form . "A") (:end . 15) (:start . 14)\n (:id . 44))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 19) (:start . 16)\n (:id . 45))\n ((:tag . "NN") (:stem . "plex") (:form . "plex") (:end . 24) (:start . 20)\n (:id . 46))\n ((:tag . "NN") (:stem . "b") (:form . "B") (:end . 26) (:start . 25)\n (:id . 47))\n ((:tag . "IN") (:stem . "in") (:form . 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(:end . 145) (:start . 144)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s10.203) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503316@unknown@formal@none@1@S@Discussion@(((:tag . "NN") (:stem . "discussion") (:form . "Discussion") (:end . 10)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s10.204) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5503317@unknown@formal@none@1@S@In the work we report here, we have addressed the general issue of how neuronal termination is regulated within a complex meshwork of differentiating axons and dendrites.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "work") (:form . "work") (:end . 11) (:start . 7)\n (:id . 44))\n ((:tag . "PRP") (:stem . 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(:end . 197) (:start . 196)\n (:id . 78)))@@@1@37@((:identifiers (:sid . :s10.208) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503321@unknown@formal@none@1@S@This growth is patterned and consistent, so that the forming network is partitioned into different domains within which limited subsets of neurons terminate and form characteristic arborisations.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "growth") (:form . "growth") (:end . 11) (:start . 5)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 14) (:start . 12)\n (:id . 44))\n ((:tag . "VBN") (:stem . "pattern") (:form . "patterned") (:end . 24)\n (:start . 15) (:id . 45))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 28) (:start . 25)\n (:id . 46))\n ((:tag . "JJ") (:stem . "consistent") (:form . "consistent") (:end . 39)\n (:start . 29) (:id . 47))\n ((:tag . 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(:end . 262) (:start . 261)\n (:id . 86)))@@@1@45@((:hcues ((:id . :x10.214.1) (:span 33 38)))\n (:hscopes ((:id . :x10.214.1) (:span 33 109)))\n (:identifiers (:sid . :s10.214) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503327@unknown@formal@none@1@S@Alternatively it may be that the mechanisms that pattern the growth of fibres representing a single modality such as olfaction are different from those required to organise the distribution of terminals within a highly heterogeneous network such as that seen in the VNC.@(((:tag . "RB") (:stem . "alternatively") (:form . "Alternatively")\n (:end . 13) (:start . 0) (:id . 42))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 16) (:start . 14)\n (:id . 43))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 20) (:start . 17)\n (:id . 44))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 23) (:start . 21)\n (:id . 45))\n ((:tag . "IN") (:stem . 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(:end . 270) (:start . 269)\n (:id . 85)))@@@1@44@((:hcues ((:id . :x10.215.1) (:span 17 20)))\n (:hscopes ((:id . :x10.215.1) (:span 17 269)))\n (:identifiers (:sid . :s10.215) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503328@unknown@formal@none@1@S@In our view the initial delivery and restriction of fibres to particular subvolumes of the VNC neuropile is likely to be by individual growth responses to generalised systems of cues that operate to pattern the network as it develops.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "view") (:form . "view") (:end . 11) (:start . 7)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 15) (:start . 12)\n (:id . 45))\n ((:tag . "JJ") (:stem . "initial") (:form . 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"the") (:end . 210) (:start . 207)\n (:id . 76))\n ((:tag . "NN") (:stem . "network") (:form . "network") (:end . 218)\n (:start . 211) (:id . 77))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 221) (:start . 219)\n (:id . 78))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 224) (:start . 222)\n (:id . 79))\n ((:tag . "VBZ") (:stem . "develop") (:form . "develops") (:end . 233)\n (:start . 225) (:id . 80))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 234) (:start . 233)\n (:id . 81)))@@@1@40@((:hcues ((:id . :x10.216.1) (:span 108 114)))\n (:hscopes ((:id . :x10.216.1) (:span 12 233)))\n (:identifiers (:sid . :s10.216) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503329@unknown@formal@none@1@S@In a previous paper we were able to demonstrate the operation of one such cue, Slit, which, acting through its Robo receptors dictates the different positions in the mediolateral axis at which specific sensory axons will terminate and arborise.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 4) (:start . 3)\n (:id . 43))\n ((:tag . "JJ") (:stem . "previous") (:form . "previous") (:end . 13)\n (:start . 5) (:id . 44))\n ((:tag . "NN") (:stem . "paper") (:form . "paper") (:end . 19) (:start . 14)\n (:id . 45))\n ((:tag . "PRP") (:stem . "we") (:form . 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(:end . 364) (:start . 363)\n (:id . 104)))@@@1@63@((:hcues ((:id . :x10.220.1) (:span 138 146)))\n (:hscopes ((:id . :x10.220.1) (:span 138 177)))\n (:identifiers (:sid . :s10.220) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503333@unknown@formal@none@1@S@These shifts were readily detectable when the nervous system was viewed in a plane at right angles to the neuraxis.@(((:tag . "DT") (:stem . "these") (:form . "These") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "shift") (:form . "shifts") (:end . 12) (:start . 6)\n (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 17) (:start . 13)\n (:id . 44))\n ((:tag . "RB") (:stem . "readily") (:form . "readily") (:end . 25)\n (:start . 18) (:id . 45))\n ((:tag . "JJ") (:stem . "detectable") (:form . "detectable") (:end . 36)\n (:start . 26) (:id . 46))\n ((:tag . "WRB") (:stem . "when") (:form . 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(:end . 121) (:start . 120)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s10.222) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503335@unknown@formal@none@1@S@The membrane bound Sema 1a is distributed in an alternating pattern across the neuropile with high levels in both layers 1 and 3.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "membrane") (:form . "membrane") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "VBD") (:stem . "bind") (:form . "bound") (:end . 18) (:start . 13)\n (:id . 44))\n ((:tag . "NNP") (:stem . "Sema") (:form . "Sema") (:end . 23) (:start . 19)\n (:id . 45))\n ((:tag . "NN") (:stem . "1a") (:form . "1a") (:end . 26) (:start . 24)\n (:id . 46))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 29) (:start . 27)\n (:id . 47))\n ((:tag . "VBN") (:stem . "distribute") (:form . 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(:end . 205) (:start . 204)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s10.241) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503354@unknown@formal@none@1@S@Loss of plex A appears to affect class IV terminals less strongly than loss of sema 1a.@(((:tag . "NN") (:stem . "loss") (:form . "Loss") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "NN") (:stem . "plex") (:form . "plex") (:end . 12) (:start . 8)\n (:id . 44))\n ((:tag . "NN") (:stem . "a") (:form . "A") (:end . 14) (:start . 13)\n (:id . 45))\n ((:tag . "VBZ") (:stem . "appear") (:form . "appears") (:end . 22)\n (:start . 15) (:id . 46))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 25) (:start . 23)\n (:id . 47))\n ((:tag . "VB") (:stem . "affect") (:form . "affect") (:end . 32)\n (:start . 26) (:id . 48))\n ((:tag . "NN") (:stem . "class") (:form . 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(:end . 87) (:start . 86)\n (:id . 59)))@@@1@18@((:hcues ((:id . :x10.242.1) (:span 15 22)))\n (:hscopes ((:id . :x10.242.1) (:span 0 86)))\n (:identifiers (:sid . :s10.242) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503355@unknown@formal@none@1@S@One explanation could be that Plex B might also function as a receptor for Sema 1a in this system.@(((:tag . "CD") (:stem . "one") (:form . "One") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "explanation") (:form . "explanation") (:end . 15)\n (:start . 4) (:id . 43))\n ((:tag . "MD") (:stem . "could") (:form . "could") (:end . 21) (:start . 16)\n (:id . 44))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 24) (:start . 22)\n (:id . 45))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 29) (:start . 25)\n (:id . 46))\n ((:tag . "NNP") (:stem . "Plex") (:form . "Plex") (:end . 34) (:start . 30)\n (:id . 47))\n ((:tag . "NNP") (:stem . 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(:end . 151) (:start . 150)\n (:id . 72)))@@@1@31@((:hcues ((:id . :x10.248.1) (:span 15 20)))\n (:hscopes ((:id . :x10.248.1) (:span 0 150)))\n (:identifiers (:sid . :s10.248) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503361@unknown@formal@none@1@S@Sema 1a and Sema 2a are unlikely to be the only cues that operate in the dorso-ventral axis.@(((:tag . "NNP") (:stem . "Sema") (:form . "Sema") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "1a") (:form . "1a") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 11) (:start . 8)\n (:id . 44))\n ((:tag . "NNP") (:stem . "Sema") (:form . "Sema") (:end . 16) (:start . 12)\n (:id . 45))\n ((:tag . "NN") (:stem . "2a") (:form . "2a") (:end . 19) (:start . 17)\n (:id . 46))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 23) (:start . 20)\n (:id . 47))\n ((:tag . "JJ") (:stem . "unlikely") (:form . "unlikely") (:end . 32)\n (:start . 24) (:id . 48))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 35) (:start . 33)\n (:id . 49))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 38) (:start . 36)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 42) (:start . 39)\n (:id . 51))\n ((:tag . "JJ") (:stem . "only") (:form . "only") (:end . 47) (:start . 43)\n (:id . 52))\n ((:tag . "NNS") (:stem . "cue") (:form . "cues") (:end . 52) (:start . 48)\n (:id . 53))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 57) (:start . 53)\n (:id . 54))\n ((:tag . "VBP") (:stem . "operate") (:form . "operate") (:end . 65)\n (:start . 58) (:id . 55))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 68) (:start . 66)\n (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 72) (:start . 69)\n (:id . 57))\n ((:tag . "JJ") (:stem . "dorso-ventral") (:form . "dorso-ventral")\n (:end . 86) (:start . 73) (:id . 58))\n ((:tag . "NN") (:stem . "axis") (:form . "axis") (:end . 91) (:start . 87)\n (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 92) (:start . 91)\n (:id . 60)))@@@1@19@((:hcues ((:id . :x10.249.1) (:span 24 32)))\n (:hscopes ((:id . :x10.249.1) (:span 0 91)))\n (:identifiers (:sid . :s10.249) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503362@unknown@formal@none@1@S@The incomplete penetrance of the termination phenotype in the sema 1a, sema 2a double mutant suggests that additional factors may operate to control the ventral targeting of class IV axons.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "incomplete") (:form . "incomplete") (:end . 14)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "penetrance") (:form . "penetrance") (:end . 25)\n (:start . 15) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . 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(:end . 189) (:start . 188)\n (:id . 73)))@@@1@32@((:hcues ((:id . :x10.250.1) (:span 126 129))\n ((:id . :x10.250.2) (:span 93 101)))\n (:hscopes ((:id . :x10.250.1) (:span 126 188))\n ((:id . :x10.250.2) (:span 93 188)))\n (:identifiers (:sid . :s10.250) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503363@unknown@formal@none@1@S@There may be long range ventral attractants or local substrate bound attractive cues for these axons in the neuropile.@(((:tag . "EX") (:stem . "there") (:form . "There") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 9) (:start . 6)\n (:id . 43))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 12) (:start . 10)\n (:id . 44))\n ((:tag . "JJ") (:stem . "long") (:form . "long") (:end . 17) (:start . 13)\n (:id . 45))\n ((:tag . "NN") (:stem . "range") (:form . "range") (:end . 23) (:start . 18)\n (:id . 46))\n ((:tag . "JJ") (:stem . 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(:end . 197) (:start . 196)\n (:id . 73)))@@@1@32@((:hcues ((:id . :x10.252.1) (:span 127 130))\n ((:id . :x10.252.2) (:span 11 17)))\n (:hscopes ((:id . :x10.252.1) (:span 127 196))\n ((:id . :x10.252.2) (:span 11 196)))\n (:identifiers (:sid . :s10.252) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503365@unknown@formal@none@1@S@Such signals could be the other Semas.@(((:tag . "JJ") (:stem . "such") (:form . "Such") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "signal") (:form . "signals") (:end . 12)\n (:start . 5) (:id . 43))\n ((:tag . "MD") (:stem . "could") (:form . "could") (:end . 18) (:start . 13)\n (:id . 44))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 21) (:start . 19)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 25) (:start . 22)\n (:id . 46))\n ((:tag . "JJ") (:stem . "other") (:form . "other") (:end . 31) (:start . 26)\n (:id . 47))\n ((:tag . "NNP") (:stem . "Semas") (:form . "Semas") (:end . 37) (:start . 32)\n (:id . 48))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 38) (:start . 37)\n (:id . 49)))@@@1@8@((:hcues ((:id . :x10.253.1) (:span 13 18)))\n (:hscopes ((:id . :x10.253.1) (:span 13 37)))\n (:identifiers (:sid . :s10.253) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503366@unknown@formal@none@1@S@Alternatively, by analogy with the optic tectum, where Wnt signalling drives dorsal projections and Ephrins dictate ventral projections, it is possible that some other signalling system may operate with Semas to confine dorsally projecting neurons to dorsal neuropile [3],[40],[41].@(((:tag . "RB") (:stem . "alternatively") (:form . "Alternatively")\n (:end . 13) (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 14) (:start . 13)\n (:id . 43))\n ((:tag . "IN") (:stem . "by") (:form . 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(:end . 245) (:start . 244)\n (:id . 85)))@@@1@44@((:identifiers (:sid . :s10.256) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503369@unknown@formal@none@1@S@Our findings suggest that much of the Sema 1a expression in the neuropile of the VNC is on the surfaces of motor neuron dendrites and on the projections of the GABAergic interneurons.@(((:tag . "PRP$") (:stem . "our") (:form . "Our") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "finding") (:form . "findings") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "VBP") (:stem . "suggest") (:form . "suggest") (:end . 20)\n (:start . 13) (:id . 44))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 25) (:start . 21)\n (:id . 45))\n ((:tag . "JJ") (:stem . "much") (:form . "much") (:end . 30) (:start . 26)\n (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 33) (:start . 31)\n (:id . 47))\n ((:tag . "DT") (:stem . 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(:end . 85) (:start . 84)\n (:id . 55)))@@@1@14@((:hcues ((:id . :x10.259.1) (:span 46 54)))\n (:hscopes ((:id . :x10.259.1) (:span 46 68)))\n (:identifiers (:sid . :s10.259) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503372@unknown@formal@none@1@S@Sema 1a on the other hand is presented on membranes of particular neuronal classes (GABAergic interneurons and motorneurons) and is a repellent for the axons of at least one other type of neuron (class IV md neurons).@(((:tag . "NNP") (:stem . "Sema") (:form . "Sema") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "1a") (:form . "1a") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 10) (:start . 8)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 14) (:start . 11)\n (:id . 45))\n ((:tag . "JJ") (:stem . "other") (:form . "other") (:end . 20) (:start . 15)\n (:id . 46))\n ((:tag . 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"specific") (:end . 217)\n (:start . 209) (:id . 75))\n ((:tag . "NN") (:stem . "termination") (:form . "termination") (:end . 229)\n (:start . 218) (:id . 76))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 237)\n (:start . 230) (:id . 77))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 244)\n (:start . 238) (:id . 78))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 246) (:start . 245)\n (:id . 79))\n ((:tag . "JJ") (:stem . "complex") (:form . "complex") (:end . 254)\n (:start . 247) (:id . 80))\n ((:tag . "NN") (:stem . "neuropile") (:form . "neuropile") (:end . 264)\n (:start . 255) (:id . 81))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 265) (:start . 264)\n (:id . 82)))@@@1@41@((:hcues ((:id . :x10.268.1) (:span 5 12)))\n (:hscopes ((:id . :x10.268.1) (:span 5 264)))\n (:identifiers (:sid . :s10.268) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503381@unknown@formal@none@1@S@Although the evidence we provide here suggests that positional cues can specify particular domains for the termination of sensory neurons, we do not suppose that the control of termination and branching by a pervasive system of positional cues would necessarily be sufficient to allow connections to form selectively and specifically between appropriate pre- and postsynaptic partners.@(((:tag . "IN") (:stem . "although") (:form . "Although") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 12) (:start . 9)\n (:id . 43))\n ((:tag . "NN") (:stem . "evidence") (:form . 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(:end . 385) (:start . 384)\n (:id . 99)))@@@1@58@((:hcues ((:id . :x10.269.1) (:span 244 249))\n ((:id . :x10.269.2) (:span 149 156)) ((:id . :x10.269.3) (:span 68 71))\n ((:id . :x10.269.4) (:span 38 46)))\n (:hscopes ((:id . :x10.269.1) (:span 244 384))\n ((:id . :x10.269.2) (:span 149 384)) ((:id . :x10.269.3) (:span 68 137))\n ((:id . :x10.269.4) (:span 38 137)))\n (:identifiers (:sid . :s10.269) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503382@unknown@formal@none@1@S@What such a system does provide is a framework of signals that could regulate simultaneously the growth of axons and dendrites of many different neurons and induce their termination and branching in appropriate parts of the developing network.@(((:tag . "WP") (:stem . "what") (:form . "What") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "PDT") (:stem . "such") (:form . "such") (:end . 9) (:start . 5)\n (:id . 43))\n ((:tag . "DT") (:stem . 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"parts") (:end . 216)\n (:start . 211) (:id . 75))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 219) (:start . 217)\n (:id . 76))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 223) (:start . 220)\n (:id . 77))\n ((:tag . "VBG") (:stem . "develop") (:form . "developing") (:end . 234)\n (:start . 224) (:id . 78))\n ((:tag . "NN") (:stem . "network") (:form . "network") (:end . 242)\n (:start . 235) (:id . 79))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 243) (:start . 242)\n (:id . 80)))@@@1@39@((:hcues ((:id . :x10.270.1) (:span 63 68)))\n (:hscopes ((:id . :x10.270.1) (:span 63 242)))\n (:identifiers (:sid . :s10.270) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503383@unknown@formal@none@1@S@Within these restricted regions it is likely that further, localised mechanisms, including competitive interactions, patterns of activity, and target derived cues might all be required to control synaptogenesis and determine the emergence of precise patterns of connectivity within a termination domain.@(((:tag . "IN") (:stem . "within") (:form . "Within") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 12) (:start . 7)\n (:id . 43))\n ((:tag . "JJ") (:stem . "restricted") (:form . "restricted") (:end . 23)\n (:start . 13) (:id . 44))\n ((:tag . "NNS") (:stem . "region") (:form . 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(:end . 161) (:start . 160)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s10.276) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503389@unknown@formal@none@1@S@It will then be possible to make a direct investigation of the molecular mechanisms that control the termination and branching of pre- and postsynaptic endings and thereby lay out a ground plan for connectivity within the developing neuropile.@(((:tag . "PRP") (:stem . "it") (:form . "It") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "MD") (:stem . "will") (:form . "will") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "RB") (:stem . "then") (:form . "then") (:end . 12) (:start . 8)\n (:id . 44))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 15) (:start . 13)\n (:id . 45))\n ((:tag . "JJ") (:stem . "possible") (:form . "possible") (:end . 24)\n (:start . 16) (:id . 46))\n ((:tag . "TO") (:stem . "to") (:form . 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"the") (:end . 221) (:start . 218)\n (:id . 77))\n ((:tag . "VBG") (:stem . "develop") (:form . "developing") (:end . 232)\n (:start . 222) (:id . 78))\n ((:tag . "NN") (:stem . "neuropile") (:form . "neuropile") (:end . 242)\n (:start . 233) (:id . 79))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 243) (:start . 242)\n (:id . 80)))@@@1@39@((:hcues ((:id . :x10.277.1) (:span 16 24)))\n (:hscopes ((:id . :x10.277.1) (:span 16 242)))\n (:identifiers (:sid . :s10.277) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503390@unknown@formal@none@1@S@Materials and Methods@(((:tag . "NNPS") (:stem . "Material") (:form . "Materials") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 13) (:start . 10)\n (:id . 43))\n ((:tag . "NNPS") (:stem . "Method") (:form . "Methods") (:end . 21)\n (:start . 14) (:id . 44)))@@@1@3@((:identifiers (:sid . :s10.278) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5503391@unknown@formal@none@1@S@Fly Stocks@(((:tag . "RB") (:stem . "fly") (:form . "Fly") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "stock") (:form . "Stocks") (:end . 10) (:start . 4)\n (:id . 43)))@@@1@2@((:identifiers (:sid . :s10.279) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5503392@unknown@formal@none@1@S@For mutant analyses sema 2a03021 [25], sema 1aP1 [26], plex ADf(4)C3 [47], and plex BKG00878 [21],[48] were crossed into the ppkEGFP [9] stock.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "mutant") (:form . "mutant") (:end . 10) (:start . 4)\n (:id . 43))\n ((:tag . "NNS") (:stem . 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"stock") (:form . "stock") (:end . 142)\n (:start . 137) (:id . 77))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 143) (:start . 142)\n (:id . 78)))@@@1@37@((:identifiers (:sid . :s10.280) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503393@unknown@formal@none@1@S@Stocks were made using GFP balancers [49].@(((:tag . "NNS") (:stem . "stock") (:form . "Stocks") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 11) (:start . 7)\n (:id . 43))\n ((:tag . "VBN") (:stem . "make") (:form . "made") (:end . 16) (:start . 12)\n (:id . 44))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 22) (:start . 17)\n (:id . 45))\n ((:tag . "NNP") (:stem . "GFP") (:form . "GFP") (:end . 26) (:start . 23)\n (:id . 46))\n ((:tag . "NNS") (:stem . "balancer") (:form . "balancers") (:end . 36)\n (:start . 27) (:id . 47))\n ((:tag . "(") (:stem . "[") (:form . 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(:end . 57) (:start . 56)\n (:id . 51)))@@@1@10@((:identifiers (:sid . :s10.282) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503395@unknown@formal@none@1@S@For misexpression we used the following stocks: UAS-robo3 [50],[51] inserts on second and third chromosome, UAS-plexB [21] and UAS-plexA-HA [47], UAS-robo2 [51], UAS-ephrin [52],[53], UAS-eph [52], UAS-unc5 [54], UAS-frazzled [55], UAS-drl-DN [56], UAS-comm [57], UAS-robo, 410 EP-lines from the Rorth collection [58],[59].@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "misexpression") (:form . "misexpression")\n (:end . 17) (:start . 4) (:id . 43))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 20) (:start . 18)\n (:id . 44))\n ((:tag . "VBD") (:stem . "use") (:form . "used") (:end . 25) (:start . 21)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . 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",") (:end . 248) (:start . 247)\n (:id . 100))\n ((:tag . "NNP") (:stem . "UAS-comm") (:form . "UAS-comm") (:end . 257)\n (:start . 249) (:id . 101))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 259) (:start . 258)\n (:id . 102))\n ((:tag . "CD") (:stem . "57") (:form . "57") (:end . 261) (:start . 259)\n (:id . 103))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 262) (:start . 261)\n (:id . 104))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 263) (:start . 262)\n (:id . 105))\n ((:tag . "NNP") (:stem . "UAS-robo") (:form . "UAS-robo") (:end . 272)\n (:start . 264) (:id . 106))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 273) (:start . 272)\n (:id . 107))\n ((:tag . "CD") (:stem . "410") (:form . "410") (:end . 277) (:start . 274)\n (:id . 108))\n ((:tag . "NNS") (:stem . "ep-line") (:form . "EP-lines") (:end . 286)\n (:start . 278) (:id . 109))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 291) (:start . 287)\n (:id . 110))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 295) (:start . 292)\n (:id . 111))\n ((:tag . "NNP") (:stem . "Rorth") (:form . "Rorth") (:end . 301)\n (:start . 296) (:id . 112))\n ((:tag . "NN") (:stem . "collection") (:form . "collection") (:end . 312)\n (:start . 302) (:id . 113))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 314) (:start . 313)\n (:id . 114))\n ((:tag . "CD") (:stem . "58],[59") (:form . "58],[59") (:end . 321)\n (:start . 314) (:id . 115))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 322) (:start . 321)\n (:id . 116))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 323) (:start . 322)\n (:id . 117)))@@@1@76@((:identifiers (:sid . :s10.283) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503396@unknown@formal@none@1@S@For the misexpression screen the UAS-lines were crossed into the PO163GAL4, UAS-n-syb-GFP stock [14],[60].@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "misexpression") (:form . "misexpression")\n (:end . 21) (:start . 8) (:id . 44))\n ((:tag . "NN") (:stem . "screen") (:form . "screen") (:end . 28)\n (:start . 22) (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 32) (:start . 29)\n (:id . 46))\n ((:tag . "NNS") (:stem . "uas-line") (:form . "UAS-lines") (:end . 42)\n (:start . 33) (:id . 47))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 47) (:start . 43)\n (:id . 48))\n ((:tag . "VBN") (:stem . "cross") (:form . "crossed") (:end . 55)\n (:start . 48) (:id . 49))\n ((:tag . "IN") (:stem . "into") (:form . "into") (:end . 60) (:start . 56)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 64) (:start . 61)\n (:id . 51))\n ((:tag . "NN") (:stem . "po163gal4") (:form . "PO163GAL4") (:end . 74)\n (:start . 65) (:id . 52))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 75) (:start . 74)\n (:id . 53))\n ((:tag . "NNP") (:stem . "UAS-n-syb-GFP") (:form . "UAS-n-syb-GFP")\n (:end . 89) (:start . 76) (:id . 54))\n ((:tag . "NN") (:stem . "stock") (:form . "stock") (:end . 95) (:start . 90)\n (:id . 55))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 97) (:start . 96)\n (:id . 56))\n ((:tag . "CD") (:stem . "14],[60") (:form . "14],[60") (:end . 104)\n (:start . 97) (:id . 57))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 105) (:start . 104)\n (:id . 58))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 106) (:start . 105)\n (:id . 59)))@@@1@18@((:identifiers (:sid . :s10.284) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503397@unknown@formal@none@1@S@For rescue experiments the following embryos were analysed: UAS-sema 1a, sema 1aP1; PO163GAL4, ppkEGFP [26], UAS-sema 1a, sema 1aP1; HB9GAL4, ppkEGFP; UAS-plexA-HA/+; PO163GAL4, ppkEGFP/+; plex ADf(4)C3, and UAS-plex B/PO163GAL4, ppkEGFP; plex BKG00878.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "rescue") (:form . "rescue") (:end . 10) (:start . 4)\n (:id . 43))\n ((:tag . "NNS") (:stem . "experiment") (:form . "experiments") (:end . 22)\n (:start . 11) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 26) (:start . 23)\n (:id . 45))\n ((:tag . "VBG") (:stem . "follow") (:form . "following") (:end . 36)\n (:start . 27) (:id . 46))\n ((:tag . "NNS") (:stem . "embryo") (:form . "embryos") (:end . 44)\n (:start . 37) (:id . 47))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 49) (:start . 45)\n (:id . 48))\n ((:tag . "VBN") (:stem . "analyse") (:form . "analysed") (:end . 58)\n (:start . 50) (:id . 49))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 59) (:start . 58)\n (:id . 50))\n ((:tag . "NNP") (:stem . "UAS-sema") (:form . "UAS-sema") (:end . 68)\n (:start . 60) (:id . 51))\n ((:tag . "NN") (:stem . "1a") (:form . "1a") (:end . 71) (:start . 69)\n (:id . 52))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 72) (:start . 71)\n (:id . 53))\n ((:tag . "NN") (:stem . "sema") (:form . "sema") (:end . 77) (:start . 73)\n (:id . 54))\n ((:tag . "NN") (:stem . "1ap1") (:form . "1aP1") (:end . 82) (:start . 78)\n (:id . 55))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 83) (:start . 82)\n (:id . 56))\n ((:tag . "NNP") (:stem . "PO163GAL4") (:form . "PO163GAL4") (:end . 93)\n (:start . 84) (:id . 57))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 94) (:start . 93)\n (:id . 58))\n ((:tag . "NNP") (:stem . "ppkEGFP") (:form . "ppkEGFP") (:end . 102)\n (:start . 95) (:id . 59))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 104) (:start . 103)\n (:id . 60))\n ((:tag . "CD") (:stem . "26") (:form . "26") (:end . 106) (:start . 104)\n (:id . 61))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 107) (:start . 106)\n (:id . 62))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 108) (:start . 107)\n (:id . 63))\n ((:tag . "NNP") (:stem . "UAS-sema") (:form . "UAS-sema") (:end . 117)\n (:start . 109) (:id . 64))\n ((:tag . "NN") (:stem . "1a") (:form . "1a") (:end . 120) (:start . 118)\n (:id . 65))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 121) (:start . 120)\n (:id . 66))\n ((:tag . "NN") (:stem . "sema") (:form . "sema") (:end . 126) (:start . 122)\n (:id . 67))\n ((:tag . "NN") (:stem . "1ap1") (:form . "1aP1") (:end . 131) (:start . 127)\n (:id . 68))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 132) (:start . 131)\n (:id . 69))\n ((:tag . "NNP") (:stem . "HB9GAL4") (:form . "HB9GAL4") (:end . 140)\n (:start . 133) (:id . 70))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 141) (:start . 140)\n (:id . 71))\n ((:tag . "NNP") (:stem . "ppkEGFP") (:form . "ppkEGFP") (:end . 149)\n (:start . 142) (:id . 72))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 150) (:start . 149)\n (:id . 73))\n ((:tag . "JJ") (:stem . "uas-plexa-ha/+") (:form . "UAS-plexA-HA/+")\n (:end . 165) (:start . 151) (:id . 74))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 166) (:start . 165)\n (:id . 75))\n ((:tag . "NNP") (:stem . "PO163GAL4") (:form . "PO163GAL4") (:end . 176)\n (:start . 167) (:id . 76))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 177) (:start . 176)\n (:id . 77))\n ((:tag . "NNP") (:stem . "ppkEGFP/+") (:form . "ppkEGFP/+") (:end . 187)\n (:start . 178) (:id . 78))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 188) (:start . 187)\n (:id . 79))\n ((:tag . "NN") (:stem . "plex") (:form . "plex") (:end . 193) (:start . 189)\n (:id . 80))\n ((:tag . "NN") (:stem . "ADf(4)C3") (:form . "ADf(4)C3") (:end . 202)\n (:start . 194) (:id . 81))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 203) (:start . 202)\n (:id . 82))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 207) (:start . 204)\n (:id . 83))\n ((:tag . "NNP") (:stem . "UAS-plex") (:form . "UAS-plex") (:end . 216)\n (:start . 208) (:id . 84))\n ((:tag . "NNP") (:stem . "B/PO163GAL4") (:form . "B/PO163GAL4") (:end . 228)\n (:start . 217) (:id . 85))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 229) (:start . 228)\n (:id . 86))\n ((:tag . "NNP") (:stem . "ppkEGFP") (:form . "ppkEGFP") (:end . 237)\n (:start . 230) (:id . 87))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 238) (:start . 237)\n (:id . 88))\n ((:tag . "NN") (:stem . "plex") (:form . "plex") (:end . 243) (:start . 239)\n (:id . 89))\n ((:tag . "NN") (:stem . "bkg00878") (:form . "BKG00878") (:end . 252)\n (:start . 244) (:id . 90))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 253) (:start . 252)\n (:id . 91)))@@@1@50@((:identifiers (:sid . :s10.285) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503398@unknown@formal@none@1@S@We also used OK371GAL4 (gift of M.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "VBD") (:stem . "use") (:form . "used") (:end . 12) (:start . 8)\n (:id . 44))\n ((:tag . "NN") (:stem . "ok371gal4") (:form . "OK371GAL4") (:end . 22)\n (:start . 13) (:id . 45))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 24) (:start . 23)\n (:id . 46))\n ((:tag . "NN") (:stem . "gift") (:form . "gift") (:end . 28) (:start . 24)\n (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 31) (:start . 29)\n (:id . 48))\n ((:tag . "NNP") (:stem . "M") (:form . "M") (:end . 33) (:start . 32)\n (:id . 49))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 34) (:start . 33)\n (:id . 50)))@@@1@9@((:identifiers (:sid . :s10.286) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503399@unknown@formal@none@1@S@Landgraf), GADGAL4 [29], single mindedGAL4 [31], UAS-reaper [27] and wnt5D7 stocks [56].@(((:tag . "NNP") (:stem . "Landgraf") (:form . "Landgraf") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 9) (:start . 8) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 10) (:start . 9)\n (:id . 44))\n ((:tag . "NNP") (:stem . "GADGAL4") (:form . "GADGAL4") (:end . 18)\n (:start . 11) (:id . 45))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 20) (:start . 19)\n (:id . 46))\n ((:tag . "CD") (:stem . "29") (:form . "29") (:end . 22) (:start . 20)\n (:id . 47))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 23) (:start . 22)\n (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 24) (:start . 23)\n (:id . 49))\n ((:tag . "JJ") (:stem . "single") (:form . "single") (:end . 31)\n (:start . 25) (:id . 50))\n ((:tag . "NN") (:stem . "mindedgal4") (:form . "mindedGAL4") (:end . 42)\n (:start . 32) (:id . 51))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 44) (:start . 43)\n (:id . 52))\n ((:tag . "CD") (:stem . "31") (:form . "31") (:end . 46) (:start . 44)\n (:id . 53))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 47) (:start . 46)\n (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 48) (:start . 47)\n (:id . 55))\n ((:tag . "NNP") (:stem . "UAS-reaper") (:form . "UAS-reaper") (:end . 59)\n (:start . 49) (:id . 56))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 61) (:start . 60)\n (:id . 57))\n ((:tag . "CD") (:stem . "27") (:form . "27") (:end . 63) (:start . 61)\n (:id . 58))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 64) (:start . 63)\n (:id . 59))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 68) (:start . 65)\n (:id . 60))\n ((:tag . "NN") (:stem . "wnt5d7") (:form . "wnt5D7") (:end . 75)\n (:start . 69) (:id . 61))\n ((:tag . "NNS") (:stem . "stock") (:form . "stocks") (:end . 82)\n (:start . 76) (:id . 62))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 84) (:start . 83)\n (:id . 63))\n ((:tag . "CD") (:stem . "56") (:form . "56") (:end . 86) (:start . 84)\n (:id . 64))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 87) (:start . 86)\n (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 88) (:start . 87)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s10.287) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503400@unknown@formal@none@1@S@Dissection@(((:tag . "NN") (:stem . "dissection") (:form . "Dissection") (:end . 10)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s10.288) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5503401@unknown@formal@none@1@S@Embryos were staged and VNCs dissected out embryos as previously described [6],[61],[62].@(((:tag . "NNP") (:stem . "Embryo") (:form . "Embryos") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 12) (:start . 8)\n (:id . 43))\n ((:tag . "VBN") (:stem . "stag") (:form . "staged") (:end . 19) (:start . 13)\n (:id . 44))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 23) (:start . 20)\n (:id . 45))\n ((:tag . "NNS") (:stem . "vnc") (:form . "VNCs") (:end . 28) (:start . 24)\n (:id . 46))\n ((:tag . "VBN") (:stem . "dissect") (:form . "dissected") (:end . 38)\n (:start . 29) (:id . 47))\n ((:tag . "RP") (:stem . "out") (:form . "out") (:end . 42) (:start . 39)\n (:id . 48))\n ((:tag . "NNS") (:stem . "embryo") (:form . "embryos") (:end . 50)\n (:start . 43) (:id . 49))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 53) (:start . 51)\n (:id . 50))\n ((:tag . "RB") (:stem . "previously") (:form . "previously") (:end . 64)\n (:start . 54) (:id . 51))\n ((:tag . "VBN") (:stem . "describe") (:form . "described") (:end . 74)\n (:start . 65) (:id . 52))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 76) (:start . 75)\n (:id . 53))\n ((:tag . "CD") (:stem . "6],[61],[62") (:form . "6],[61],[62") (:end . 87)\n (:start . 76) (:id . 54))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 88) (:start . 87)\n (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 89) (:start . 88)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s10.289) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503402@unknown@formal@none@1@S@For overexpression experiments embryos were grown at 29°C.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "overexpression") (:form . "overexpression")\n (:end . 18) (:start . 4) (:id . 43))\n ((:tag . "NNS") (:stem . "experiment") (:form . "experiments") (:end . 30)\n (:start . 19) (:id . 44))\n ((:tag . "NNS") (:stem . "embryo") (:form . "embryos") (:end . 38)\n (:start . 31) (:id . 45))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 43) (:start . 39)\n (:id . 46))\n ((:tag . "VBN") (:stem . "grow") (:form . "grown") (:end . 49) (:start . 44)\n (:id . 47))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 52) (:start . 50)\n (:id . 48))\n ((:tag . "NN") (:stem . "29°c") (:form . "29°C") (:end . 57) (:start . 53)\n (:id . 49))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 58) (:start . 57)\n (:id . 50)))@@@1@9@((:identifiers (:sid . :s10.290) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503403@unknown@formal@none@1@S@VNCs were mounted with brain lobes down and VNC up to allow rapid, high-resolution, confocal imaging of transverse planes, perpendicular to the neuraxis.@(((:tag . "NNP") (:stem . "VNC") (:form . "VNCs") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 9) (:start . 5)\n (:id . 43))\n ((:tag . "VBN") (:stem . "mount") (:form . "mounted") (:end . 17)\n (:start . 10) (:id . 44))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 22) (:start . 18)\n (:id . 45))\n ((:tag . "NN") (:stem . "brain") (:form . "brain") (:end . 28) (:start . 23)\n (:id . 46))\n ((:tag . "NNS") (:stem . 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(:end . 153) (:start . 152)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s10.291) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503404@unknown@formal@none@1@S@Immunocytochemistry@(((:tag . "NNP") (:stem . "Immunocytochemistry")\n (:form . "Immunocytochemistry") (:end . 19) (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s10.292) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5503405@unknown@formal@none@1@S@We used the following primary antibodies: anti-Sema 2a (MAb 19C2, developed by C. Goodman), anti-Slit (MAb C555.6D, developed by S. Artavanis-Tsakonas), anti-Fas II (MAb 1D4, developed by C. Goodman), and anti-Repo (MAb 8D12, developed by C. Goodman) supplied by the Developmental Studies Hybridoma bank (110 dilution); anti-Sema 1a (11,000 dilution, kindly provided by A. 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(:end . 147) (:start . 146)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s10.295) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503408@unknown@formal@none@1@S@Images are maximum projections of confocal z series processed with Adobe Photoshop software.@(((:tag . "NNS") (:stem . "image") (:form . "Images") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 10) (:start . 7)\n (:id . 43))\n ((:tag . "JJ") (:stem . "maximum") (:form . "maximum") (:end . 18)\n (:start . 11) (:id . 44))\n ((:tag . "NNS") (:stem . "projection") (:form . "projections") (:end . 30)\n (:start . 19) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 33) (:start . 31)\n (:id . 46))\n ((:tag . "JJ") (:stem . "confocal") (:form . "confocal") (:end . 42)\n (:start . 34) (:id . 47))\n ((:tag . "NN") (:stem . "z") (:form . "z") (:end . 44) (:start . 43)\n (:id . 48))\n ((:tag . 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"NNS") (:stem . "procedure") (:form . "Procedures") (:end . 25)\n (:start . 15) (:id . 43)))@@@1@2@((:identifiers (:sid . :s10.297) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5503410@unknown@formal@none@1@S@For quantification of Sema 2a gradients at 13-h AEL nine VNCs stained for Sema 2a were randomly chosen and A7 imaged using a Leica SP1.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "quantification") (:form . "quantification")\n (:end . 18) (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 21) (:start . 19)\n (:id . 44))\n ((:tag . "NNP") (:stem . "Sema") (:form . "Sema") (:end . 26) (:start . 22)\n (:id . 45))\n ((:tag . "NN") (:stem . "2a") (:form . "2a") (:end . 29) (:start . 27)\n (:id . 46))\n ((:tag . "NNS") (:stem . "gradient") (:form . "gradients") (:end . 39)\n (:start . 30) (:id . 47))\n ((:tag . 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"randomly") (:end . 95)\n (:start . 87) (:id . 58))\n ((:tag . "VBN") (:stem . "choose") (:form . "chosen") (:end . 102)\n (:start . 96) (:id . 59))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 106) (:start . 103)\n (:id . 60))\n ((:tag . "NNP") (:stem . "A7") (:form . "A7") (:end . 109) (:start . 107)\n (:id . 61))\n ((:tag . "VBN") (:stem . "image") (:form . "imaged") (:end . 116)\n (:start . 110) (:id . 62))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 122) (:start . 117)\n (:id . 63))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 124) (:start . 123)\n (:id . 64))\n ((:tag . "NNP") (:stem . "Leica") (:form . "Leica") (:end . 130)\n (:start . 125) (:id . 65))\n ((:tag . "NNP") (:stem . "SP1") (:form . "SP1") (:end . 134) (:start . 131)\n (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 135) (:start . 134)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s10.298) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503411@unknown@formal@none@1@S@A confocal section was randomly chosen from each stack, the dorso-ventral axis manually drawn, and the neuropile was divided into nine equal dorso-ventral stripes, perpendicular to the midline and the average fluorescence intensity in each stripe was calculated.@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "confocal") (:form . "confocal") (:end . 10)\n (:start . 2) (:id . 43))\n ((:tag . "NN") (:stem . "section") (:form . "section") (:end . 18)\n (:start . 11) (:id . 44))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 22) (:start . 19)\n (:id . 45))\n ((:tag . "RB") (:stem . "randomly") (:form . "randomly") (:end . 31)\n (:start . 23) (:id . 46))\n ((:tag . "VBN") (:stem . 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",") (:end . 94) (:start . 93)\n (:id . 57))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 98) (:start . 95)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 102) (:start . 99)\n (:id . 59))\n ((:tag . "NN") (:stem . "neuropile") (:form . "neuropile") (:end . 112)\n (:start . 103) (:id . 60))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 116) (:start . 113)\n (:id . 61))\n ((:tag . "VBN") (:stem . "divide") (:form . "divided") (:end . 124)\n (:start . 117) (:id . 62))\n ((:tag . "IN") (:stem . "into") (:form . "into") (:end . 129) (:start . 125)\n (:id . 63))\n ((:tag . "CD") (:stem . "nine") (:form . "nine") (:end . 134) (:start . 130)\n (:id . 64))\n ((:tag . "JJ") (:stem . "equal") (:form . "equal") (:end . 140)\n (:start . 135) (:id . 65))\n ((:tag . "JJ") (:stem . "dorso-ventral") (:form . "dorso-ventral")\n (:end . 154) (:start . 141) (:id . 66))\n ((:tag . "NNS") (:stem . "stripe") (:form . 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"intensity") (:end . 231)\n (:start . 222) (:id . 77))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 234) (:start . 232)\n (:id . 78))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 239) (:start . 235)\n (:id . 79))\n ((:tag . "NN") (:stem . "stripe") (:form . "stripe") (:end . 246)\n (:start . 240) (:id . 80))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 250) (:start . 247)\n (:id . 81))\n ((:tag . "VBN") (:stem . "calculate") (:form . "calculated") (:end . 261)\n (:start . 251) (:id . 82))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 262) (:start . 261)\n (:id . 83)))@@@1@42@((:identifiers (:sid . :s10.299) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503412@unknown@formal@none@1@S@Values from different nerve cords were normalized such that the average intensity from each nerve cord was 1.@(((:tag . "NNS") (:stem . "value") (:form . "Values") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 11) (:start . 7)\n (:id . 43))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 21)\n (:start . 12) (:id . 44))\n ((:tag . "NN") (:stem . "nerve") (:form . "nerve") (:end . 27) (:start . 22)\n (:id . 45))\n ((:tag . "NNS") (:stem . "cord") (:form . "cords") (:end . 33) (:start . 28)\n (:id . 46))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 38) (:start . 34)\n (:id . 47))\n ((:tag . "VBN") (:stem . "normalize") (:form . "normalized") (:end . 49)\n (:start . 39) (:id . 48))\n ((:tag . "JJ") (:stem . "such") (:form . "such") (:end . 54) (:start . 50)\n (:id . 49))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 59) (:start . 55)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 63) (:start . 60)\n (:id . 51))\n ((:tag . "JJ") (:stem . "average") (:form . "average") (:end . 71)\n (:start . 64) (:id . 52))\n ((:tag . "NN") (:stem . "intensity") (:form . "intensity") (:end . 81)\n (:start . 72) (:id . 53))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 86) (:start . 82)\n (:id . 54))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 91) (:start . 87)\n (:id . 55))\n ((:tag . "NN") (:stem . "nerve") (:form . "nerve") (:end . 97) (:start . 92)\n (:id . 56))\n ((:tag . "NN") (:stem . "cord") (:form . "cord") (:end . 102) (:start . 98)\n (:id . 57))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 106) (:start . 103)\n (:id . 58))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 108) (:start . 107)\n (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 109) (:start . 108)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s10.300) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503413@unknown@formal@none@1@S@For quantification of the Slit gradient at 13 h, 12 VNCs stained for Slit were randomly chosen, and A7 was imaged using a Leica SP1.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "quantification") (:form . "quantification")\n (:end . 18) (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 21) (:start . 19)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 25) (:start . 22)\n (:id . 45))\n ((:tag . "NNP") (:stem . "Slit") (:form . "Slit") (:end . 30) (:start . 26)\n (:id . 46))\n ((:tag . "NN") (:stem . "gradient") (:form . "gradient") (:end . 39)\n (:start . 31) (:id . 47))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 42) (:start . 40)\n (:id . 48))\n ((:tag . "CD") (:stem . "13") (:form . "13") (:end . 45) (:start . 43)\n (:id . 49))\n ((:tag . "NN") (:stem . "h") (:form . "h") (:end . 47) (:start . 46)\n (:id . 50))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 48) (:start . 47)\n (:id . 51))\n ((:tag . "CD") (:stem . "12") (:form . "12") (:end . 51) (:start . 49)\n (:id . 52))\n ((:tag . "NNS") (:stem . "vnc") (:form . "VNCs") (:end . 56) (:start . 52)\n (:id . 53))\n ((:tag . "VBN") (:stem . "stain") (:form . "stained") (:end . 64)\n (:start . 57) (:id . 54))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 68) (:start . 65)\n (:id . 55))\n ((:tag . "NNP") (:stem . "Slit") (:form . "Slit") (:end . 73) (:start . 69)\n (:id . 56))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 78) (:start . 74)\n (:id . 57))\n ((:tag . "RB") (:stem . "randomly") (:form . "randomly") (:end . 87)\n (:start . 79) (:id . 58))\n ((:tag . "VBN") (:stem . "choose") (:form . "chosen") (:end . 94)\n (:start . 88) (:id . 59))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 95) (:start . 94)\n (:id . 60))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 99) (:start . 96)\n (:id . 61))\n ((:tag . "NNP") (:stem . "A7") (:form . "A7") (:end . 102) (:start . 100)\n (:id . 62))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 106) (:start . 103)\n (:id . 63))\n ((:tag . "VBN") (:stem . "image") (:form . "imaged") (:end . 113)\n (:start . 107) (:id . 64))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 119) (:start . 114)\n (:id . 65))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 121) (:start . 120)\n (:id . 66))\n ((:tag . "NNP") (:stem . "Leica") (:form . "Leica") (:end . 127)\n (:start . 122) (:id . 67))\n ((:tag . "NNP") (:stem . "SP1") (:form . "SP1") (:end . 131) (:start . 128)\n (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 132) (:start . 131)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s10.301) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503414@unknown@formal@none@1@S@A confocal section was randomly chosen from each stack, a line on either side of the midline was manually drawn, and the neuropile on either side of the midline was divided into four mediolateral stripes.@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "confocal") (:form . "confocal") (:end . 10)\n (:start . 2) (:id . 43))\n ((:tag . "NN") (:stem . "section") (:form . "section") (:end . 18)\n (:start . 11) (:id . 44))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 22) (:start . 19)\n (:id . 45))\n ((:tag . "RB") (:stem . "randomly") (:form . "randomly") (:end . 31)\n (:start . 23) (:id . 46))\n ((:tag . "VBN") (:stem . "choose") (:form . 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"the") (:end . 84) (:start . 81)\n (:id . 58))\n ((:tag . "NN") (:stem . "midline") (:form . "midline") (:end . 92)\n (:start . 85) (:id . 59))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 96) (:start . 93)\n (:id . 60))\n ((:tag . "RB") (:stem . "manually") (:form . "manually") (:end . 105)\n (:start . 97) (:id . 61))\n ((:tag . "VBN") (:stem . "draw") (:form . "drawn") (:end . 111)\n (:start . 106) (:id . 62))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 112) (:start . 111)\n (:id . 63))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 116) (:start . 113)\n (:id . 64))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 120) (:start . 117)\n (:id . 65))\n ((:tag . "NN") (:stem . "neuropile") (:form . "neuropile") (:end . 130)\n (:start . 121) (:id . 66))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 133) (:start . 131)\n (:id . 67))\n ((:tag . "DT") (:stem . "either") (:form . "either") (:end . 140)\n (:start . 134) (:id . 68))\n ((:tag . "NN") (:stem . "side") (:form . "side") (:end . 145) (:start . 141)\n (:id . 69))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 148) (:start . 146)\n (:id . 70))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 152) (:start . 149)\n (:id . 71))\n ((:tag . "NN") (:stem . "midline") (:form . "midline") (:end . 160)\n (:start . 153) (:id . 72))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 164) (:start . 161)\n (:id . 73))\n ((:tag . "VBN") (:stem . "divide") (:form . "divided") (:end . 172)\n (:start . 165) (:id . 74))\n ((:tag . "IN") (:stem . "into") (:form . "into") (:end . 177) (:start . 173)\n (:id . 75))\n ((:tag . "CD") (:stem . "four") (:form . "four") (:end . 182) (:start . 178)\n (:id . 76))\n ((:tag . "JJ") (:stem . "mediolateral") (:form . "mediolateral") (:end . 195)\n (:start . 183) (:id . 77))\n ((:tag . "NNS") (:stem . "stripe") (:form . "stripes") (:end . 203)\n (:start . 196) (:id . 78))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 204) (:start . 203)\n (:id . 79)))@@@1@38@((:identifiers (:sid . :s10.302) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503415@unknown@formal@none@1@S@The average fluorescence intensity in each stripe was calculated and normalised as above.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "average") (:form . "average") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "fluorescence") (:form . "fluorescence") (:end . 24)\n (:start . 12) (:id . 44))\n ((:tag . "NN") (:stem . "intensity") (:form . "intensity") (:end . 34)\n (:start . 25) (:id . 45))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 37) (:start . 35)\n (:id . 46))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 42) (:start . 38)\n (:id . 47))\n ((:tag . "NN") (:stem . "stripe") (:form . "stripe") (:end . 49)\n (:start . 43) (:id . 48))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 53) (:start . 50)\n (:id . 49))\n ((:tag . "VBN") (:stem . "calculate") (:form . "calculated") (:end . 64)\n (:start . 54) (:id . 50))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 68) (:start . 65)\n (:id . 51))\n ((:tag . "VBN") (:stem . "normalise") (:form . "normalised") (:end . 79)\n (:start . 69) (:id . 52))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 82) (:start . 80)\n (:id . 53))\n ((:tag . "RB") (:stem . "above") (:form . "above") (:end . 88) (:start . 83)\n (:id . 54))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 89) (:start . 88)\n (:id . 55)))@@@1@14@((:identifiers (:sid . :s10.303) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503416@unknown@formal@none@1@S@For a statistical analysis of defects in the pattern of sensory terminals (visualized with PO163GAL4, UAS-n-syb-GFP) along the medio-lateral axis we quantified the normalised surface area occupied by sensory terminals (sensory area, SA) in the medial domain of the neuropile (SAM/T=SA[medial]/SA[medial+intermediate+lateral]) in randomly chosen transverse confocal sections from 30 different hemisegments for each genotype.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 5) (:start . 4)\n (:id . 43))\n ((:tag . "JJ") (:stem . "statistical") (:form . "statistical") (:end . 17)\n (:start . 6) (:id . 44))\n ((:tag . "NN") (:stem . "analysis") (:form . "analysis") (:end . 26)\n (:start . 18) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 29) (:start . 27)\n (:id . 46))\n ((:tag . "NNS") (:stem . "defect") (:form . "defects") (:end . 37)\n (:start . 30) (:id . 47))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 40) (:start . 38)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 44) (:start . 41)\n (:id . 49))\n ((:tag . "NN") (:stem . "pattern") (:form . "pattern") (:end . 52)\n (:start . 45) (:id . 50))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 55) (:start . 53)\n (:id . 51))\n ((:tag . "JJ") (:stem . "sensory") (:form . "sensory") (:end . 63)\n (:start . 56) (:id . 52))\n ((:tag . "NNS") (:stem . "terminal") (:form . "terminals") (:end . 73)\n (:start . 64) (:id . 53))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 75) (:start . 74)\n (:id . 54))\n ((:tag . "VBN") (:stem . "visualize") (:form . "visualized") (:end . 85)\n (:start . 75) (:id . 55))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 90) (:start . 86)\n (:id . 56))\n ((:tag . "NNP") (:stem . "PO163GAL4") (:form . "PO163GAL4") (:end . 100)\n (:start . 91) (:id . 57))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 101) (:start . 100)\n (:id . 58))\n ((:tag . "NNP") (:stem . "UAS-n-syb-GFP") (:form . "UAS-n-syb-GFP")\n (:end . 115) (:start . 102) (:id . 59))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 116) (:start . 115)\n (:id . 60))\n ((:tag . "IN") (:stem . "along") (:form . "along") (:end . 122)\n (:start . 117) (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 126) (:start . 123)\n (:id . 62))\n ((:tag . "JJ") (:stem . "medio-lateral") (:form . "medio-lateral")\n (:end . 140) (:start . 127) (:id . 63))\n ((:tag . "NN") (:stem . "axis") (:form . "axis") (:end . 145) (:start . 141)\n (:id . 64))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 148) (:start . 146)\n (:id . 65))\n ((:tag . "VBD") (:stem . "quantify") (:form . 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"sensory") (:end . 226)\n (:start . 219) (:id . 76))\n ((:tag . "NN") (:stem . "area") (:form . "area") (:end . 231) (:start . 227)\n (:id . 77))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 232) (:start . 231)\n (:id . 78))\n ((:tag . "NNP") (:stem . "SA") (:form . "SA") (:end . 235) (:start . 233)\n (:id . 79))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 236) (:start . 235)\n (:id . 80))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 239) (:start . 237)\n (:id . 81))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 243) (:start . 240)\n (:id . 82))\n ((:tag . "JJ") (:stem . "medial") (:form . "medial") (:end . 250)\n (:start . 244) (:id . 83))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 257)\n (:start . 251) (:id . 84))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 260) (:start . 258)\n (:id . 85))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 264) (:start . 261)\n (:id . 86))\n ((:tag . "NN") (:stem . "neuropile") (:form . "neuropile") (:end . 274)\n (:start . 265) (:id . 87))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 276) (:start . 275)\n (:id . 88))\n ((:tag . "NNP") (:stem . "SAM/T=SA[medial]/SA[medial+intermediate+lateral")\n (:form . "SAM/T=SA[medial]/SA[medial+intermediate+lateral") (:end . 323)\n (:start . 276) (:id . 89))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 324) (:start . 323)\n (:id . 90))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 325) (:start . 324)\n (:id . 91))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 328) (:start . 326)\n (:id . 92))\n ((:tag . "RB") (:stem . "randomly") (:form . "randomly") (:end . 337)\n (:start . 329) (:id . 93))\n ((:tag . "VBN") (:stem . "choose") (:form . "chosen") (:end . 344)\n (:start . 338) (:id . 94))\n ((:tag . "JJ") (:stem . "transverse") (:form . "transverse") (:end . 355)\n (:start . 345) (:id . 95))\n ((:tag . "JJ") (:stem . "confocal") (:form . "confocal") (:end . 364)\n (:start . 356) (:id . 96))\n ((:tag . "NNS") (:stem . "section") (:form . "sections") (:end . 373)\n (:start . 365) (:id . 97))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 378) (:start . 374)\n (:id . 98))\n ((:tag . "CD") (:stem . "30") (:form . "30") (:end . 381) (:start . 379)\n (:id . 99))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 391)\n (:start . 382) (:id . 100))\n ((:tag . "NNS") (:stem . "hemisegment") (:form . "hemisegments") (:end . 404)\n (:start . 392) (:id . 101))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 408) (:start . 405)\n (:id . 102))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 413) (:start . 409)\n (:id . 103))\n ((:tag . "NN") (:stem . "genotype") (:form . "genotype") (:end . 422)\n (:start . 414) (:id . 104))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 423) (:start . 422)\n (:id . 105)))@@@1@64@((:identifiers (:sid . :s10.304) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503417@unknown@formal@none@1@S@Within a single embryo, we selected every tenth section (all confocal sections were 1-µm thick so that the analyzed sections were 10 µm apart from each other).@(((:tag . "IN") (:stem . "within") (:form . "Within") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 8) (:start . 7)\n (:id . 43))\n ((:tag . "JJ") (:stem . "single") (:form . "single") (:end . 15) (:start . 9)\n (:id . 44))\n ((:tag . "NN") (:stem . "embryo") (:form . "embryo") (:end . 22)\n (:start . 16) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 23) (:start . 22)\n (:id . 46))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 26) (:start . 24)\n (:id . 47))\n ((:tag . "VBD") (:stem . "select") (:form . "selected") (:end . 35)\n (:start . 27) (:id . 48))\n ((:tag . "DT") (:stem . "every") (:form . "every") (:end . 41) (:start . 36)\n (:id . 49))\n ((:tag . "NN") (:stem . "tenth") (:form . "tenth") (:end . 47) (:start . 42)\n (:id . 50))\n ((:tag . "NN") (:stem . "section") (:form . "section") (:end . 55)\n (:start . 48) (:id . 51))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 57) (:start . 56)\n (:id . 52))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 60) (:start . 57)\n (:id . 53))\n ((:tag . "JJ") (:stem . "confocal") (:form . "confocal") (:end . 69)\n (:start . 61) (:id . 54))\n ((:tag . "NNS") (:stem . "section") (:form . "sections") (:end . 78)\n (:start . 70) (:id . 55))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 83) (:start . 79)\n (:id . 56))\n ((:tag . "JJ") (:stem . "1-µm") (:form . "1-µm") (:end . 88) (:start . 84)\n (:id . 57))\n ((:tag . "JJ") (:stem . "thick") (:form . "thick") (:end . 94) (:start . 89)\n (:id . 58))\n ((:tag . "IN") (:stem . "so") (:form . "so") (:end . 97) (:start . 95)\n (:id . 59))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 102) (:start . 98)\n (:id . 60))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 106) (:start . 103)\n (:id . 61))\n ((:tag . "VBN") (:stem . "analyze") (:form . "analyzed") (:end . 115)\n (:start . 107) (:id . 62))\n ((:tag . "NNS") (:stem . "section") (:form . "sections") (:end . 124)\n (:start . 116) (:id . 63))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 129) (:start . 125)\n (:id . 64))\n ((:tag . "CD") (:stem . "10") (:form . "10") (:end . 132) (:start . 130)\n (:id . 65))\n ((:tag . "NN") (:stem . "µm") (:form . "µm") (:end . 135) (:start . 133)\n (:id . 66))\n ((:tag . "RB") (:stem . "apart") (:form . "apart") (:end . 141)\n (:start . 136) (:id . 67))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 146) (:start . 142)\n (:id . 68))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 151) (:start . 147)\n (:id . 69))\n ((:tag . "JJ") (:stem . "other") (:form . "other") (:end . 157)\n (:start . 152) (:id . 70))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 158) (:start . 157)\n (:id . 71))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 159) (:start . 158)\n (:id . 72)))@@@1@31@((:identifiers (:sid . :s10.305) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503418@unknown@formal@none@1@S@A Student's t-test was used to compare the mean SAM/T for the different genotypes.@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "student") (:form . "Student") (:end . 9)\n (:start . 2) (:id . 43))\n ((:tag . "POS") (:stem . "'s") (:form . "'s") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "NN") (:stem . "t-test") (:form . "t-test") (:end . 18)\n (:start . 12) (:id . 45))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 22) (:start . 19)\n (:id . 46))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 27) (:start . 23)\n (:id . 47))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 30) (:start . 28)\n (:id . 48))\n ((:tag . "VB") (:stem . "compare") (:form . "compare") (:end . 38)\n (:start . 31) (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 42) (:start . 39)\n (:id . 50))\n ((:tag . "JJ") (:stem . "mean") (:form . "mean") (:end . 47) (:start . 43)\n (:id . 51))\n ((:tag . "NN") (:stem . "sam/t") (:form . "SAM/T") (:end . 53) (:start . 48)\n (:id . 52))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 57) (:start . 54)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 61) (:start . 58)\n (:id . 54))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 71)\n (:start . 62) (:id . 55))\n ((:tag . "NNS") (:stem . "genotype") (:form . "genotypes") (:end . 81)\n (:start . 72) (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 82) (:start . 81)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s10.306) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503419@unknown@formal@none@1@S@For a statistical analysis of expansion or exclusion of sensory terminals (visualized with PO163GAL4, UAS-n-syb-GFP) into different dorso-ventral layers we compared SA in layer 2 (SA2/h=SA(layer 2)/[hemisegment surface area]) or SA in layers 1, 3, and 4 (SA1+3+4/h=SA[layer 1+3+4]/[hemisegment surface area]) in randomly chosen transverse confocal sections from more than 30 different hemisegments for each genotype.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 5) (:start . 4)\n (:id . 43))\n ((:tag . "JJ") (:stem . "statistical") (:form . "statistical") (:end . 17)\n (:start . 6) (:id . 44))\n ((:tag . "NN") (:stem . "analysis") (:form . 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"with") (:end . 90) (:start . 86)\n (:id . 55))\n ((:tag . "NNP") (:stem . "PO163GAL4") (:form . "PO163GAL4") (:end . 100)\n (:start . 91) (:id . 56))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 101) (:start . 100)\n (:id . 57))\n ((:tag . "NNP") (:stem . "UAS-n-syb-GFP") (:form . "UAS-n-syb-GFP")\n (:end . 115) (:start . 102) (:id . 58))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 116) (:start . 115)\n (:id . 59))\n ((:tag . "IN") (:stem . "into") (:form . "into") (:end . 121) (:start . 117)\n (:id . 60))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 131)\n (:start . 122) (:id . 61))\n ((:tag . "JJ") (:stem . "dorso-ventral") (:form . "dorso-ventral")\n (:end . 145) (:start . 132) (:id . 62))\n ((:tag . "NNS") (:stem . "layer") (:form . "layers") (:end . 152)\n (:start . 146) (:id . 63))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 155) (:start . 153)\n (:id . 64))\n ((:tag . "VBD") (:stem . "compare") (:form . 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"]") (:end . 224) (:start . 223)\n (:id . 75))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 225) (:start . 224)\n (:id . 76))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 228) (:start . 226)\n (:id . 77))\n ((:tag . "NNP") (:stem . "SA") (:form . "SA") (:end . 231) (:start . 229)\n (:id . 78))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 234) (:start . 232)\n (:id . 79))\n ((:tag . "NNS") (:stem . "layer") (:form . "layers") (:end . 241)\n (:start . 235) (:id . 80))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 243) (:start . 242)\n (:id . 81))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 244) (:start . 243)\n (:id . 82))\n ((:tag . "CD") (:stem . "3") (:form . "3") (:end . 246) (:start . 245)\n (:id . 83))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 247) (:start . 246)\n (:id . 84))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 251) (:start . 248)\n (:id . 85))\n ((:tag . "CD") (:stem . "4") (:form . "4") (:end . 253) (:start . 252)\n (:id . 86))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 255) (:start . 254)\n (:id . 87))\n ((:tag . "NNP") (:stem . "SA1+3+4/h=SA[layer") (:form . "SA1+3+4/h=SA[layer")\n (:end . 273) (:start . 255) (:id . 88))\n ((:tag . "NN") (:stem . "1+3+4]/[hemisegment")\n (:form . "1+3+4]/[hemisegment") (:end . 293) (:start . 274) (:id . 89))\n ((:tag . "NN") (:stem . "surface") (:form . "surface") (:end . 301)\n (:start . 294) (:id . 90))\n ((:tag . "NN") (:stem . "area") (:form . "area") (:end . 306) (:start . 302)\n (:id . 91))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 307) (:start . 306)\n (:id . 92))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 308) (:start . 307)\n (:id . 93))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 311) (:start . 309)\n (:id . 94))\n ((:tag . "RB") (:stem . "randomly") (:form . "randomly") (:end . 320)\n (:start . 312) (:id . 95))\n ((:tag . "VBN") (:stem . "choose") (:form . "chosen") (:end . 327)\n (:start . 321) (:id . 96))\n ((:tag . "JJ") (:stem . "transverse") (:form . "transverse") (:end . 338)\n (:start . 328) (:id . 97))\n ((:tag . "JJ") (:stem . "confocal") (:form . "confocal") (:end . 347)\n (:start . 339) (:id . 98))\n ((:tag . "NNS") (:stem . "section") (:form . "sections") (:end . 356)\n (:start . 348) (:id . 99))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 361) (:start . 357)\n (:id . 100))\n ((:tag . "JJR") (:stem . "more") (:form . "more") (:end . 366) (:start . 362)\n (:id . 101))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 371) (:start . 367)\n (:id . 102))\n ((:tag . "CD") (:stem . "30") (:form . "30") (:end . 374) (:start . 372)\n (:id . 103))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 384)\n (:start . 375) (:id . 104))\n ((:tag . "NNS") (:stem . "hemisegment") (:form . "hemisegments") (:end . 397)\n (:start . 385) (:id . 105))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 401) (:start . 398)\n (:id . 106))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 406) (:start . 402)\n (:id . 107))\n ((:tag . "NN") (:stem . "genotype") (:form . "genotype") (:end . 415)\n (:start . 407) (:id . 108))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 416) (:start . 415)\n (:id . 109)))@@@1@68@((:identifiers (:sid . :s10.307) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503420@unknown@formal@none@1@S@Within a single embryo, we selected every tenth section (all confocal sections were 1-µm thick so that the analyzed sections were 10 µm apart from each other).@(((:tag . "IN") (:stem . "within") (:form . "Within") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 8) (:start . 7)\n (:id . 43))\n ((:tag . "JJ") (:stem . "single") (:form . "single") (:end . 15) (:start . 9)\n (:id . 44))\n ((:tag . "NN") (:stem . "embryo") (:form . "embryo") (:end . 22)\n (:start . 16) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 23) (:start . 22)\n (:id . 46))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 26) (:start . 24)\n (:id . 47))\n ((:tag . "VBD") (:stem . "select") (:form . "selected") (:end . 35)\n (:start . 27) (:id . 48))\n ((:tag . "DT") (:stem . "every") (:form . "every") (:end . 41) (:start . 36)\n (:id . 49))\n ((:tag . "NN") (:stem . "tenth") (:form . "tenth") (:end . 47) (:start . 42)\n (:id . 50))\n ((:tag . "NN") (:stem . "section") (:form . "section") (:end . 55)\n (:start . 48) (:id . 51))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 57) (:start . 56)\n (:id . 52))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 60) (:start . 57)\n (:id . 53))\n ((:tag . "JJ") (:stem . "confocal") (:form . "confocal") (:end . 69)\n (:start . 61) (:id . 54))\n ((:tag . "NNS") (:stem . "section") (:form . "sections") (:end . 78)\n (:start . 70) (:id . 55))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 83) (:start . 79)\n (:id . 56))\n ((:tag . "JJ") (:stem . "1-µm") (:form . "1-µm") (:end . 88) (:start . 84)\n (:id . 57))\n ((:tag . "JJ") (:stem . "thick") (:form . "thick") (:end . 94) (:start . 89)\n (:id . 58))\n ((:tag . "IN") (:stem . "so") (:form . "so") (:end . 97) (:start . 95)\n (:id . 59))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 102) (:start . 98)\n (:id . 60))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 106) (:start . 103)\n (:id . 61))\n ((:tag . "VBN") (:stem . "analyze") (:form . "analyzed") (:end . 115)\n (:start . 107) (:id . 62))\n ((:tag . "NNS") (:stem . "section") (:form . "sections") (:end . 124)\n (:start . 116) (:id . 63))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 129) (:start . 125)\n (:id . 64))\n ((:tag . "CD") (:stem . "10") (:form . "10") (:end . 132) (:start . 130)\n (:id . 65))\n ((:tag . "NN") (:stem . "µm") (:form . "µm") (:end . 135) (:start . 133)\n (:id . 66))\n ((:tag . "RB") (:stem . "apart") (:form . "apart") (:end . 141)\n (:start . 136) (:id . 67))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 146) (:start . 142)\n (:id . 68))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 151) (:start . 147)\n (:id . 69))\n ((:tag . "JJ") (:stem . "other") (:form . "other") (:end . 157)\n (:start . 152) (:id . 70))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 158) (:start . 157)\n (:id . 71))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 159) (:start . 158)\n (:id . 72)))@@@1@31@((:identifiers (:sid . :s10.308) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503421@unknown@formal@none@1@S@A Student's t-test was used to compare the mean SA2/h or SA1+3+4/h for the different genotypes.@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "student") (:form . "Student") (:end . 9)\n (:start . 2) (:id . 43))\n ((:tag . "POS") (:stem . "'s") (:form . "'s") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "NN") (:stem . "t-test") (:form . "t-test") (:end . 18)\n (:start . 12) (:id . 45))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 22) (:start . 19)\n (:id . 46))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 27) (:start . 23)\n (:id . 47))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 30) (:start . 28)\n (:id . 48))\n ((:tag . "VB") (:stem . "compare") (:form . "compare") (:end . 38)\n (:start . 31) (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 42) (:start . 39)\n (:id . 50))\n ((:tag . "JJ") (:stem . "mean") (:form . "mean") (:end . 47) (:start . 43)\n (:id . 51))\n ((:tag . "NNP") (:stem . "SA2/h") (:form . "SA2/h") (:end . 53) (:start . 48)\n (:id . 52))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 56) (:start . 54)\n (:id . 53))\n ((:tag . "NNP") (:stem . "SA1+3+4/h") (:form . "SA1+3+4/h") (:end . 66)\n (:start . 57) (:id . 54))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 70) (:start . 67)\n (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 74) (:start . 71)\n (:id . 56))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 84)\n (:start . 75) (:id . 57))\n ((:tag . "NNS") (:stem . "genotype") (:form . "genotypes") (:end . 94)\n (:start . 85) (:id . 58))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 95) (:start . 94)\n (:id . 59)))@@@1@18@((:identifiers (:sid . :s10.309) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503422@unknown@formal@none@1@S@For a statistical analysis of termination defects class IV md axons in the dorso-ventral axis, we quantified the percentage of hemisegments with aberrant terminals (Hat) in layers 1, 2, and 3 per embryo (per 14 hemisegments): Hat(1, 2, or 3)=(n hemisegments with terminals in 1, 2, or 3/14)×100 and the total percentage of hemisegments with aberrant terminals per embryo [Hat(1+2+3)=Hat(1)+Hat(2)+Hat(3)].@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 5) (:start . 4)\n (:id . 43))\n ((:tag . "JJ") (:stem . "statistical") (:form . "statistical") (:end . 17)\n (:start . 6) (:id . 44))\n ((:tag . "NN") (:stem . "analysis") (:form . "analysis") (:end . 26)\n (:start . 18) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 29) (:start . 27)\n (:id . 46))\n ((:tag . "NN") (:stem . "termination") (:form . "termination") (:end . 41)\n (:start . 30) (:id . 47))\n ((:tag . "NNS") (:stem . "defect") (:form . "defects") (:end . 49)\n (:start . 42) (:id . 48))\n ((:tag . "NN") (:stem . "class") (:form . "class") (:end . 55) (:start . 50)\n (:id . 49))\n ((:tag . "CD") (:stem . "iv") (:form . "IV") (:end . 58) (:start . 56)\n (:id . 50))\n ((:tag . "NN") (:stem . "md") (:form . "md") (:end . 61) (:start . 59)\n (:id . 51))\n ((:tag . "NNS") (:stem . "axon") (:form . "axons") (:end . 67) (:start . 62)\n (:id . 52))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 70) (:start . 68)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 74) (:start . 71)\n (:id . 54))\n ((:tag . "JJ") (:stem . "dorso-ventral") (:form . "dorso-ventral")\n (:end . 88) (:start . 75) (:id . 55))\n ((:tag . "NN") (:stem . "axis") (:form . "axis") (:end . 93) (:start . 89)\n (:id . 56))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 94) (:start . 93)\n (:id . 57))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 97) (:start . 95)\n (:id . 58))\n ((:tag . "VBD") (:stem . "quantify") (:form . "quantified") (:end . 108)\n (:start . 98) (:id . 59))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 112) (:start . 109)\n (:id . 60))\n ((:tag . "NN") (:stem . "percentage") (:form . "percentage") (:end . 123)\n (:start . 113) (:id . 61))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 126) (:start . 124)\n (:id . 62))\n ((:tag . "NNS") (:stem . "hemisegment") (:form . "hemisegments") (:end . 139)\n (:start . 127) (:id . 63))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 144) (:start . 140)\n (:id . 64))\n ((:tag . "JJ") (:stem . "aberrant") (:form . "aberrant") (:end . 153)\n (:start . 145) (:id . 65))\n ((:tag . "NNS") (:stem . "terminal") (:form . "terminals") (:end . 163)\n (:start . 154) (:id . 66))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 165) (:start . 164)\n (:id . 67))\n ((:tag . "NNP") (:stem . "Hat") (:form . "Hat") (:end . 168) (:start . 165)\n (:id . 68))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 169) (:start . 168)\n (:id . 69))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 172) (:start . 170)\n (:id . 70))\n ((:tag . "NNS") (:stem . "layer") (:form . "layers") (:end . 179)\n (:start . 173) (:id . 71))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 181) (:start . 180)\n (:id . 72))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 182) (:start . 181)\n (:id . 73))\n ((:tag . "CD") (:stem . "2") (:form . "2") (:end . 184) (:start . 183)\n (:id . 74))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 185) (:start . 184)\n (:id . 75))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 189) (:start . 186)\n (:id . 76))\n ((:tag . "CD") (:stem . "3") (:form . "3") (:end . 191) (:start . 190)\n (:id . 77))\n ((:tag . "IN") (:stem . "per") (:form . "per") (:end . 195) (:start . 192)\n (:id . 78))\n ((:tag . "NN") (:stem . "embryo") (:form . "embryo") (:end . 202)\n (:start . 196) (:id . 79))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 204) (:start . 203)\n (:id . 80))\n ((:tag . "IN") (:stem . "per") (:form . "per") (:end . 207) (:start . 204)\n (:id . 81))\n ((:tag . "CD") (:stem . "14") (:form . "14") (:end . 210) (:start . 208)\n (:id . 82))\n ((:tag . "NNS") (:stem . "hemisegment") (:form . "hemisegments") (:end . 223)\n (:start . 211) (:id . 83))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 224) (:start . 223)\n (:id . 84))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 225) (:start . 224)\n (:id . 85))\n ((:tag . "NNP") (:stem . "Hat(1") (:form . "Hat(1") (:end . 231)\n (:start . 226) (:id . 86))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 232) (:start . 231)\n (:id . 87))\n ((:tag . "CD") (:stem . "2") (:form . "2") (:end . 234) (:start . 233)\n (:id . 88))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 235) (:start . 234)\n (:id . 89))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 238) (:start . 236)\n (:id . 90))\n ((:tag . "NN") (:stem . "3)=(n") (:form . "3)=(n") (:end . 244)\n (:start . 239) (:id . 91))\n ((:tag . "NNS") (:stem . "hemisegment") (:form . "hemisegments") (:end . 257)\n (:start . 245) (:id . 92))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 262) (:start . 258)\n (:id . 93))\n ((:tag . "NNS") (:stem . "terminal") (:form . "terminals") (:end . 272)\n (:start . 263) (:id . 94))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 275) (:start . 273)\n (:id . 95))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 277) (:start . 276)\n (:id . 96))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 278) (:start . 277)\n (:id . 97))\n ((:tag . "CD") (:stem . "2") (:form . "2") (:end . 280) (:start . 279)\n (:id . 98))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 281) (:start . 280)\n (:id . 99))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 284) (:start . 282)\n (:id . 100))\n ((:tag . "NNP") (:stem . "3/14)×100") (:form . "3/14)×100") (:end . 294)\n (:start . 285) (:id . 101))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 298) (:start . 295)\n (:id . 102))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 302) (:start . 299)\n (:id . 103))\n ((:tag . "JJ") (:stem . "total") (:form . "total") (:end . 308)\n (:start . 303) (:id . 104))\n ((:tag . "NN") (:stem . "percentage") (:form . "percentage") (:end . 319)\n (:start . 309) (:id . 105))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 322) (:start . 320)\n (:id . 106))\n ((:tag . "NNS") (:stem . "hemisegment") (:form . "hemisegments") (:end . 335)\n (:start . 323) (:id . 107))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 340) (:start . 336)\n (:id . 108))\n ((:tag . "JJ") (:stem . "aberrant") (:form . "aberrant") (:end . 349)\n (:start . 341) (:id . 109))\n ((:tag . "NNS") (:stem . "terminal") (:form . "terminals") (:end . 359)\n (:start . 350) (:id . 110))\n ((:tag . "IN") (:stem . "per") (:form . "per") (:end . 363) (:start . 360)\n (:id . 111))\n ((:tag . "NN") (:stem . "embryo") (:form . "embryo") (:end . 370)\n (:start . 364) (:id . 112))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 372) (:start . 371)\n (:id . 113))\n ((:tag . "NNP") (:stem . "Hat(1+2+3)=Hat(1)+Hat(2)+Hat(3)")\n (:form . "Hat(1+2+3)=Hat(1)+Hat(2)+Hat(3)") (:end . 403) (:start . 372)\n (:id . 114))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 404) (:start . 403)\n (:id . 115))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 405) (:start . 404)\n (:id . 116)))@@@1@75@((:identifiers (:sid . :s10.310) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503423@unknown@formal@none@1@S@A Student's t-test was used to compare the mean Hat for the different genotypes.@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "student") (:form . "Student") (:end . 9)\n (:start . 2) (:id . 43))\n ((:tag . "POS") (:stem . "'s") (:form . "'s") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "NN") (:stem . "t-test") (:form . "t-test") (:end . 18)\n (:start . 12) (:id . 45))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 22) (:start . 19)\n (:id . 46))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 27) (:start . 23)\n (:id . 47))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 30) (:start . 28)\n (:id . 48))\n ((:tag . "VB") (:stem . "compare") (:form . "compare") (:end . 38)\n (:start . 31) (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 42) (:start . 39)\n (:id . 50))\n ((:tag . "JJ") (:stem . "mean") (:form . "mean") (:end . 47) (:start . 43)\n (:id . 51))\n ((:tag . "NNP") (:stem . "Hat") (:form . "Hat") (:end . 51) (:start . 48)\n (:id . 52))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 55) (:start . 52)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 59) (:start . 56)\n (:id . 54))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 69)\n (:start . 60) (:id . 55))\n ((:tag . "NNS") (:stem . "genotype") (:form . "genotypes") (:end . 79)\n (:start . 70) (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 80) (:start . 79)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s10.311) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503424@unknown@formal@none@1@S@In some cases we also quantified the average (per embryo) relative proportion of hemisegments with aberrant terminal in each layer: Hat(1)/Hat(1+2+3), Hat(2)/Hat(1+2+3), and Hat(3)/Hat(1+2+3).@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "some") (:form . "some") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "NNS") (:stem . "case") (:form . "cases") (:end . 13) (:start . 8)\n (:id . 44))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 16) (:start . 14)\n (:id . 45))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 21) (:start . 17)\n (:id . 46))\n ((:tag . "VBD") (:stem . "quantify") (:form . "quantified") (:end . 32)\n (:start . 22) (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 36) (:start . 33)\n (:id . 48))\n ((:tag . "NN") (:stem . "average") (:form . "average") (:end . 44)\n (:start . 37) (:id . 49))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 46) (:start . 45)\n (:id . 50))\n ((:tag . "IN") (:stem . "per") (:form . "per") (:end . 49) (:start . 46)\n (:id . 51))\n ((:tag . "NN") (:stem . "embryo") (:form . "embryo") (:end . 56)\n (:start . 50) (:id . 52))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 57) (:start . 56)\n (:id . 53))\n ((:tag . "JJ") (:stem . "relative") (:form . "relative") (:end . 66)\n (:start . 58) (:id . 54))\n ((:tag . "NN") (:stem . "proportion") (:form . "proportion") (:end . 77)\n (:start . 67) (:id . 55))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 80) (:start . 78)\n (:id . 56))\n ((:tag . "NNS") (:stem . "hemisegment") (:form . "hemisegments") (:end . 93)\n (:start . 81) (:id . 57))\n ((:tag . "IN") (:stem . "with") (:form . 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",") (:end . 169) (:start . 168)\n (:id . 68))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 173) (:start . 170)\n (:id . 69))\n ((:tag . "NNP") (:stem . "Hat(3)/Hat(1+2+3)") (:form . "Hat(3)/Hat(1+2+3)")\n (:end . 191) (:start . 174) (:id . 70))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 192) (:start . 191)\n (:id . 71)))@@@1@30@((:identifiers (:sid . :s10.312) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503425@unknown@formal@none@1@S@We counted as “aberrant” only those hemisegments with terminals in layers 1, 2, or 3 (Figure S5A and S5B).@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "count") (:form . "counted") (:end . 10)\n (:start . 3) (:id . 43))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 13) (:start . 11)\n (:id . 44))\n ((:tag . "``") (:stem . "“") (:form . 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(:end . 104) (:start . 103)\n (:id . 59)))@@@1@18@((:identifiers (:sid . :s10.347) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503460@unknown@formal@none@1@S@Anterior is to the left.@(((:tag . "NNP") (:stem . "Anterior") (:form . "Anterior") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 11) (:start . 9)\n (:id . 43))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 14) (:start . 12)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 18) (:start . 15)\n (:id . 45))\n ((:tag . "NN") (:stem . "left") (:form . "left") (:end . 23) (:start . 19)\n (:id . 46))\n ((:tag . ".") (:stem . ".") (:form . ".") 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"NNS") (:stem . "level") (:form . "levels") (:end . 173)\n (:start . 167) (:id . 69))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 176) (:start . 174)\n (:id . 70))\n ((:tag . "NNP") (:stem . "Sema1a") (:form . "Sema1a") (:end . 183)\n (:start . 177) (:id . 71))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 184) (:start . 183)\n (:id . 72)))@@@1@31@((:identifiers (:sid . :s10.368) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503481@unknown@formal@none@1@S@(B) In control embryos Sema 1a is present at high levels in layers 1 and 3.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "B") (:form . "B") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "IN") (:stem . "in") (:form . "In") (:end . 6) (:start . 4)\n (:id . 45))\n ((:tag . "NN") (:stem . "control") (:form . "control") (:end . 14)\n (:start . 7) (:id . 46))\n ((:tag . "NNS") (:stem . "embryo") (:form . "embryos") (:end . 22)\n (:start . 15) (:id . 47))\n ((:tag . "NNP") (:stem . "Sema") (:form . "Sema") (:end . 27) (:start . 23)\n (:id . 48))\n ((:tag . "NN") (:stem . "1a") (:form . "1a") (:end . 30) (:start . 28)\n (:id . 49))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 33) (:start . 31)\n (:id . 50))\n ((:tag . "JJ") (:stem . "present") (:form . "present") (:end . 41)\n (:start . 34) (:id . 51))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 44) (:start . 42)\n (:id . 52))\n ((:tag . "JJ") (:stem . "high") (:form . "high") (:end . 49) (:start . 45)\n (:id . 53))\n ((:tag . "NNS") (:stem . "level") (:form . "levels") (:end . 56)\n (:start . 50) (:id . 54))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 59) (:start . 57)\n (:id . 55))\n ((:tag . "NNS") (:stem . "layer") (:form . "layers") (:end . 66)\n (:start . 60) (:id . 56))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 68) (:start . 67)\n (:id . 57))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 72) (:start . 69)\n (:id . 58))\n ((:tag . "CD") (:stem . "3") (:form . "3") (:end . 74) (:start . 73)\n (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 75) (:start . 74)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s10.369) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503482@unknown@formal@none@1@S@(C) Motor neuron dendrites are not detectable in OK371GAL4, UAS-CD8GFP, UAS-reaper.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "C") (:form . "C") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "NNP") (:stem . "Motor") (:form . "Motor") (:end . 9) (:start . 4)\n (:id . 45))\n ((:tag . "NN") (:stem . "neuron") (:form . "neuron") (:end . 16)\n (:start . 10) (:id . 46))\n ((:tag . "NNS") (:stem . "dendrite") (:form . "dendrites") (:end . 26)\n (:start . 17) (:id . 47))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 30) (:start . 27)\n (:id . 48))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 34) (:start . 31)\n (:id . 49))\n ((:tag . "JJ") (:stem . "detectable") (:form . "detectable") (:end . 45)\n (:start . 35) (:id . 50))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 48) (:start . 46)\n (:id . 51))\n ((:tag . "NNP") (:stem . "OK371GAL4") (:form . "OK371GAL4") (:end . 58)\n (:start . 49) (:id . 52))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 59) (:start . 58)\n (:id . 53))\n ((:tag . "NNP") (:stem . "UAS-CD8GFP") (:form . "UAS-CD8GFP") (:end . 70)\n (:start . 60) (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 71) (:start . 70)\n (:id . 55))\n ((:tag . "NNP") (:stem . "UAS-reaper") (:form . "UAS-reaper") (:end . 82)\n (:start . 72) (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 83) (:start . 82)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s10.370) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503483@unknown@formal@none@1@S@(D) Sema 1a expression in the same animal, as in (C).@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "D") (:form . "D") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "NNP") (:stem . "Sema") (:form . "Sema") (:end . 8) (:start . 4)\n (:id . 45))\n ((:tag . "NN") (:stem . "1a") (:form . "1a") (:end . 11) (:start . 9)\n (:id . 46))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 22)\n (:start . 12) (:id . 47))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 25) (:start . 23)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 29) (:start . 26)\n (:id . 49))\n ((:tag . "JJ") (:stem . "same") (:form . "same") (:end . 34) (:start . 30)\n (:id . 50))\n ((:tag . "NN") (:stem . "animal") (:form . "animal") (:end . 41)\n (:start . 35) (:id . 51))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 42) (:start . 41)\n (:id . 52))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 45) (:start . 43)\n (:id . 53))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 48) (:start . 46)\n (:id . 54))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 50) (:start . 49)\n (:id . 55))\n ((:tag . "NNP") (:stem . "C") (:form . "C") (:end . 51) (:start . 50)\n (:id . 56))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 52) (:start . 51)\n (:id . 57))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 53) (:start . 52)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s10.371) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503484@unknown@formal@none@1@S@Sema 1a levels in layer 1 are reduced relative to layer 3 in the absence of motor neuron dendrites.@(((:tag . "NNP") (:stem . "Sema") (:form . "Sema") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "1a") (:form . "1a") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "NNS") (:stem . "level") (:form . "levels") (:end . 14) (:start . 8)\n (:id . 44))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 17) (:start . 15)\n (:id . 45))\n ((:tag . "NN") (:stem . "layer") (:form . "layer") (:end . 23) (:start . 18)\n (:id . 46))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 25) (:start . 24)\n (:id . 47))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 29) (:start . 26)\n (:id . 48))\n ((:tag . "VBN") (:stem . "reduce") (:form . "reduced") (:end . 37)\n (:start . 30) (:id . 49))\n ((:tag . "JJ") (:stem . "relative") (:form . "relative") (:end . 46)\n (:start . 38) (:id . 50))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 49) (:start . 47)\n (:id . 51))\n ((:tag . "NN") (:stem . "layer") (:form . "layer") (:end . 55) (:start . 50)\n (:id . 52))\n ((:tag . "CD") (:stem . "3") (:form . "3") (:end . 57) (:start . 56)\n (:id . 53))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 60) (:start . 58)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 64) (:start . 61)\n (:id . 55))\n ((:tag . "NN") (:stem . "absence") (:form . "absence") (:end . 72)\n (:start . 65) (:id . 56))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 75) (:start . 73)\n (:id . 57))\n ((:tag . "NN") (:stem . "motor") (:form . "motor") (:end . 81) (:start . 76)\n (:id . 58))\n ((:tag . "NN") (:stem . "neuron") (:form . "neuron") (:end . 88)\n (:start . 82) (:id . 59))\n ((:tag . "NNS") (:stem . "dendrite") (:form . "dendrites") (:end . 98)\n (:start . 89) (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 99) (:start . 98)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s10.372) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503485@unknown@formal@none@1@S@(E) Quantification of Sema 1a levels in layer 1 relative to layer 3 in the same hemisegment, for OK371-GAL4, UASCD8GFP control and OK371GAL4, UAS-CD8GFP, UAS-reaper, 21-h old embryos.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "E") (:form . "E") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "NNP") (:stem . "Quantification") (:form . "Quantification")\n (:end . 18) (:start . 4) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 21) (:start . 19)\n (:id . 46))\n ((:tag . "NNP") (:stem . "Sema") (:form . "Sema") (:end . 26) (:start . 22)\n (:id . 47))\n ((:tag . "NN") (:stem . "1a") (:form . "1a") (:end . 29) (:start . 27)\n (:id . 48))\n ((:tag . "NNS") (:stem . "level") (:form . "levels") (:end . 36)\n (:start . 30) (:id . 49))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 39) (:start . 37)\n (:id . 50))\n ((:tag . "NN") (:stem . "layer") (:form . "layer") (:end . 45) (:start . 40)\n (:id . 51))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 47) (:start . 46)\n (:id . 52))\n ((:tag . "JJ") (:stem . "relative") (:form . "relative") (:end . 56)\n (:start . 48) (:id . 53))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 59) (:start . 57)\n (:id . 54))\n ((:tag . "NN") (:stem . "layer") (:form . "layer") (:end . 65) (:start . 60)\n (:id . 55))\n ((:tag . "CD") (:stem . "3") (:form . "3") (:end . 67) (:start . 66)\n (:id . 56))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 70) (:start . 68)\n (:id . 57))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 74) (:start . 71)\n (:id . 58))\n ((:tag . "JJ") (:stem . "same") (:form . "same") (:end . 79) (:start . 75)\n (:id . 59))\n ((:tag . "NN") (:stem . "hemisegment") (:form . "hemisegment") (:end . 91)\n (:start . 80) (:id . 60))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 92) (:start . 91)\n (:id . 61))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 96) (:start . 93)\n (:id . 62))\n ((:tag . "NN") (:stem . "ok371-gal4") (:form . "OK371-GAL4") (:end . 107)\n (:start . 97) (:id . 63))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 108) (:start . 107)\n (:id . 64))\n ((:tag . "NNP") (:stem . "UASCD8GFP") (:form . "UASCD8GFP") (:end . 118)\n (:start . 109) (:id . 65))\n ((:tag . "NN") (:stem . "control") (:form . "control") (:end . 126)\n (:start . 119) (:id . 66))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 130) (:start . 127)\n (:id . 67))\n ((:tag . "NN") (:stem . "ok371gal4") (:form . "OK371GAL4") (:end . 140)\n (:start . 131) (:id . 68))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 141) (:start . 140)\n (:id . 69))\n ((:tag . "NNP") (:stem . "UAS-CD8GFP") (:form . "UAS-CD8GFP") (:end . 152)\n (:start . 142) (:id . 70))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 153) (:start . 152)\n (:id . 71))\n ((:tag . "NNP") (:stem . "UAS-reaper") (:form . "UAS-reaper") (:end . 164)\n (:start . 154) (:id . 72))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 165) (:start . 164)\n (:id . 73))\n ((:tag . "JJ") (:stem . "21-h") (:form . "21-h") (:end . 170) (:start . 166)\n (:id . 74))\n ((:tag . "JJ") (:stem . "old") (:form . "old") (:end . 174) (:start . 171)\n (:id . 75))\n ((:tag . "NNS") (:stem . "embryo") (:form . "embryos") (:end . 182)\n (:start . 175) (:id . 76))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 183) (:start . 182)\n (:id . 77)))@@@1@36@((:identifiers (:sid . :s10.373) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503486@unknown@formal@none@1@S@For this purpose, embryos of the two genotypes were stained with antibody against GFP (to distinguish between embryos with and without motor neurons).@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "purpose") (:form . "purpose") (:end . 16)\n (:start . 9) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 17) (:start . 16)\n (:id . 45))\n ((:tag . "NNS") (:stem . "embryo") (:form . "embryos") (:end . 25)\n (:start . 18) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 28) (:start . 26)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 32) (:start . 29)\n (:id . 48))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 36) (:start . 33)\n (:id . 49))\n ((:tag . "NNS") (:stem . "genotype") (:form . "genotypes") (:end . 46)\n (:start . 37) (:id . 50))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 51) (:start . 47)\n (:id . 51))\n ((:tag . "VBN") (:stem . "stain") (:form . "stained") (:end . 59)\n (:start . 52) (:id . 52))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 64) (:start . 60)\n (:id . 53))\n ((:tag . "NN") (:stem . "antibody") (:form . "antibody") (:end . 73)\n (:start . 65) (:id . 54))\n ((:tag . "IN") (:stem . "against") (:form . "against") (:end . 81)\n (:start . 74) (:id . 55))\n ((:tag . "NNP") (:stem . "GFP") (:form . "GFP") (:end . 85) (:start . 82)\n (:id . 56))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 87) (:start . 86)\n (:id . 57))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 89) (:start . 87)\n (:id . 58))\n ((:tag . "VB") (:stem . "distinguish") (:form . "distinguish") (:end . 101)\n (:start . 90) (:id . 59))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 109)\n (:start . 102) (:id . 60))\n ((:tag . "NNS") (:stem . "embryo") (:form . "embryos") (:end . 117)\n (:start . 110) (:id . 61))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 122) (:start . 118)\n (:id . 62))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 126) (:start . 123)\n (:id . 63))\n ((:tag . "IN") (:stem . "without") (:form . "without") (:end . 134)\n (:start . 127) (:id . 64))\n ((:tag . "NN") (:stem . "motor") (:form . "motor") (:end . 140)\n (:start . 135) (:id . 65))\n ((:tag . "NNS") (:stem . "neuron") (:form . "neurons") (:end . 148)\n (:start . 141) (:id . 66))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 149) (:start . 148)\n (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 150) (:start . 149)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s10.374) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503487@unknown@formal@none@1@S@In each embryo seven sections from seven different hemisegments where chosen at random, and for each section the ratio of the pixel intensity (PI) for the channel showing Sema 1a staining in layer 1 relative to layer 3 (PI1/3=PI[Sema 1a in layer 1]/PI[Sema 1a in layer 3]) was calculated.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "embryo") (:form . "embryo") (:end . 14) (:start . 8)\n (:id . 44))\n ((:tag . "CD") (:stem . "seven") (:form . "seven") (:end . 20) (:start . 15)\n (:id . 45))\n ((:tag . "NNS") (:stem . "section") (:form . "sections") (:end . 29)\n (:start . 21) (:id . 46))\n ((:tag . 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(:end . 33) (:start . 32)\n (:id . 47)))@@@1@6@((:identifiers (:sid . :s10.395) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503508@unknown@formal@none@1@S@Scale bar: 14 µm.@(((:tag . "JJ") (:stem . "scale") (:form . "Scale") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "bar") (:form . "bar") (:end . 9) (:start . 6)\n (:id . 43))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 10) (:start . 9)\n (:id . 44))\n ((:tag . "CD") (:stem . "14") (:form . "14") (:end . 13) (:start . 11)\n (:id . 45))\n ((:tag . "NN") (:stem . "µm") (:form . "µm") (:end . 16) (:start . 14)\n (:id . 46))\n ((:tag . ".") (:stem . ".") (:form . ".") 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(:stem . ".") (:form . ".") (:end . 91) (:start . 90)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s10.397) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503510@unknown@formal@none@1@S@Dorsal is up.@(((:tag . "NNP") (:stem . "Dorsal") (:form . "Dorsal") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 9) (:start . 7)\n (:id . 43))\n ((:tag . "IN") (:stem . "up") (:form . "up") (:end . 12) (:start . 10)\n (:id . 44))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 13) (:start . 12)\n (:id . 45)))@@@1@4@((:identifiers (:sid . :s10.398) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503511@unknown@formal@none@1@S@Arrowheads show midline.@(((:tag . "NNS") (:stem . "arrowhead") (:form . "Arrowheads") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "VBP") (:stem . "show") (:form . 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(:end . 46) (:start . 45)\n (:id . 55)))@@@1@14@((:identifiers (:sid . :s10.401) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503514@unknown@formal@none@1@S@Numbers indicate layers: M, medial; I, intermediate; L, lateral domains.@(((:tag . "NNPS") (:stem . "Number") (:form . "Numbers") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "VBP") (:stem . "indicate") (:form . "indicate") (:end . 16)\n (:start . 8) (:id . 43))\n ((:tag . "NNS") (:stem . "layer") (:form . "layers") (:end . 23)\n (:start . 17) (:id . 44))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 24) (:start . 23)\n (:id . 45))\n ((:tag . "NNP") (:stem . "M") (:form . "M") (:end . 26) (:start . 25)\n (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 27) (:start . 26)\n (:id . 47))\n ((:tag . "JJ") (:stem . "medial") (:form . "medial") (:end . 34)\n (:start . 28) (:id . 48))\n ((:tag . ":") (:stem . ";") (:form . 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(:end . 72) (:start . 71)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s10.402) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503515@unknown@formal@none@1@S@Scale bar: 9 µm.@(((:tag . "JJ") (:stem . "scale") (:form . "Scale") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "bar") (:form . "bar") (:end . 9) (:start . 6)\n (:id . 43))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 10) (:start . 9)\n (:id . 44))\n ((:tag . "CD") (:stem . "9") (:form . "9") (:end . 12) (:start . 11)\n (:id . 45))\n ((:tag . "NN") (:stem . "µm") (:form . "µm") (:end . 15) (:start . 13)\n (:id . 46))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 16) (:start . 15)\n (:id . 47)))@@@1@6@((:identifiers (:sid . :s10.403) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503516@unknown@formal@none@1@S@(A) Sema 2a expression is not detectable above background levels in the neuropile of 21-h-old sema 2a mutant embryos.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "a") (:form . "A") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "NNP") (:stem . "Sema") (:form . "Sema") (:end . 8) (:start . 4)\n (:id . 45))\n ((:tag . "NN") (:stem . "2a") (:form . "2a") (:end . 11) (:start . 9)\n (:id . 46))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 22)\n (:start . 12) (:id . 47))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 25) (:start . 23)\n (:id . 48))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 29) (:start . 26)\n (:id . 49))\n ((:tag . "JJ") (:stem . "detectable") (:form . "detectable") (:end . 40)\n (:start . 30) (:id . 50))\n ((:tag . "IN") (:stem . "above") (:form . "above") (:end . 46) (:start . 41)\n (:id . 51))\n ((:tag . "NN") (:stem . "background") (:form . "background") (:end . 57)\n (:start . 47) (:id . 52))\n ((:tag . "NNS") (:stem . "level") (:form . "levels") (:end . 64)\n (:start . 58) (:id . 53))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 67) (:start . 65)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 71) (:start . 68)\n (:id . 55))\n ((:tag . "NN") (:stem . "neuropile") (:form . "neuropile") (:end . 81)\n (:start . 72) (:id . 56))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 84) (:start . 82)\n (:id . 57))\n ((:tag . "JJ") (:stem . "21-h-old") (:form . "21-h-old") (:end . 93)\n (:start . 85) (:id . 58))\n ((:tag . "NN") (:stem . "sema") (:form . 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(:end . 113) (:start . 112)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s10.405) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503518@unknown@formal@none@1@S@(C) Transverse view of Sema 2a expression in sema 2a, UAS-sema 2a; single-mindedGAL4, ppkeGFP embryos.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "C") (:form . "C") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "JJ") (:stem . "transverse") (:form . "Transverse") (:end . 14)\n (:start . 4) (:id . 45))\n ((:tag . "NN") (:stem . "view") (:form . "view") (:end . 19) (:start . 15)\n (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 22) (:start . 20)\n (:id . 47))\n ((:tag . "NNP") (:stem . "Sema") (:form . "Sema") (:end . 27) (:start . 23)\n (:id . 48))\n ((:tag . "NN") (:stem . "2a") (:form . 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(:end . 139) (:start . 138)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s10.409) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503522@unknown@formal@none@1@S@Thus the source of the Sema 2a gradients could potentially be a subset of the midline cells, although we cannot exclude the possibility that some other cells are the endogenous source of this cue in the CNS.@(((:tag . "RB") (:stem . "thus") (:form . "Thus") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 8) (:start . 5)\n (:id . 43))\n ((:tag . "NN") (:stem . "source") (:form . "source") (:end . 15) (:start . 9)\n (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 18) (:start . 16)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 22) (:start . 19)\n (:id . 46))\n ((:tag . "NNP") (:stem . "Sema") (:form . "Sema") (:end . 27) (:start . 23)\n (:id . 47))\n ((:tag . 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"NN") (:stem . "cns") (:form . "CNS") (:end . 206) (:start . 203)\n (:id . 79))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 207) (:start . 206)\n (:id . 80)))@@@1@39@((:hcues ((:id . :x10.410.1) (:span 105 135))\n ((:id . :x10.410.2) (:span 47 58)) ((:id . :x10.410.3) (:span 41 46)))\n (:hscopes ((:id . :x10.410.1) (:span 105 206))\n ((:id . :x10.410.2) (:span 47 91)) ((:id . :x10.410.3) (:span 41 91)))\n (:identifiers (:sid . :s10.410) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503523@unknown@formal@none@1@S@(E) Chart shows average percentage of hemisegments per embryo (per 14 abdominal hemisegments) with aberrant class IV terminals in layer 2 (Hat(2)), in sema 2a/+, sema 2a mutant and sema 2a,UAS-sema 2a;single-mindedGAL4,ppkeGFP embryos.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "E") (:form . 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(:end . 24) (:start . 23)\n (:id . 45)))@@@1@4@((:identifiers (:sid . :s10.417) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503530@unknown@formal@none@1@S@Magenta arrows point to aberrant (dorsal or central) terminals of class IV axons.@(((:tag . "NNP") (:stem . "Magenta") (:form . "Magenta") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "VBZ") (:stem . "arrow") (:form . "arrows") (:end . 14) (:start . 8)\n (:id . 43))\n ((:tag . "NN") (:stem . "point") (:form . "point") (:end . 20) (:start . 15)\n (:id . 44))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 23) (:start . 21)\n (:id . 45))\n ((:tag . "JJ") (:stem . "aberrant") (:form . "aberrant") (:end . 32)\n (:start . 24) (:id . 46))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 34) (:start . 33)\n (:id . 47))\n ((:tag . "JJ") (:stem . "dorsal") (:form . "dorsal") (:end . 40)\n (:start . 34) (:id . 48))\n ((:tag . "CC") (:stem . "or") (:form . 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(:end . 81) (:start . 80)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s10.418) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503531@unknown@formal@none@1@S@Green arrows point to class IV axons that initially grow normally (ventrally) in the neuropile, but afterwards turn dorsally, and terminate in aberrant layers (1, 2, or 3).@(((:tag . "NNP") (:stem . "Green") (:form . "Green") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "arrow") (:form . "arrows") (:end . 12) (:start . 6)\n (:id . 43))\n ((:tag . "NN") (:stem . "point") (:form . "point") (:end . 18) (:start . 13)\n (:id . 44))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 21) (:start . 19)\n (:id . 45))\n ((:tag . "NN") (:stem . "class") (:form . "class") (:end . 27) (:start . 22)\n (:id . 46))\n ((:tag . "CD") (:stem . "iv") (:form . "IV") (:end . 30) (:start . 28)\n (:id . 47))\n ((:tag . "NNS") (:stem . "axon") (:form . 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"layers") (:end . 158)\n (:start . 152) (:id . 69))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 160) (:start . 159)\n (:id . 70))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 161) (:start . 160)\n (:id . 71))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 162) (:start . 161)\n (:id . 72))\n ((:tag . "CD") (:stem . "2") (:form . "2") (:end . 164) (:start . 163)\n (:id . 73))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 165) (:start . 164)\n (:id . 74))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 168) (:start . 166)\n (:id . 75))\n ((:tag . "CD") (:stem . "3") (:form . "3") (:end . 170) (:start . 169)\n (:id . 76))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 171) (:start . 170)\n (:id . 77))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 172) (:start . 171)\n (:id . 78)))@@@1@37@((:identifiers (:sid . :s10.419) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503532@unknown@formal@none@1@S@Red arrows point to class IV axons that grow aberrantly in dorsal or central neuropile.@(((:tag . "VBN") (:stem . "red") (:form . "Red") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "arrow") (:form . "arrows") (:end . 10) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "point") (:form . "point") (:end . 16) (:start . 11)\n (:id . 44))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 19) (:start . 17)\n (:id . 45))\n ((:tag . "NN") (:stem . "class") (:form . "class") (:end . 25) (:start . 20)\n (:id . 46))\n ((:tag . "CD") (:stem . "iv") (:form . "IV") (:end . 28) (:start . 26)\n (:id . 47))\n ((:tag . "NNS") (:stem . "axon") (:form . "axons") (:end . 34) (:start . 29)\n (:id . 48))\n ((:tag . "WDT") (:stem . "that") (:form . 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(:end . 87) (:start . 86)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s10.420) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503533@unknown@formal@none@1@S@We define terminals as large structures that form at the tips of axons (although sometimes they form along the axon path, on either side of the main axon trunk, which continues growing).@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "define") (:form . "define") (:end . 9) (:start . 3)\n (:id . 43))\n ((:tag . "NNS") (:stem . "terminal") (:form . "terminals") (:end . 19)\n (:start . 10) (:id . 44))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 22) (:start . 20)\n (:id . 45))\n ((:tag . "JJ") (:stem . "large") (:form . "large") (:end . 28) (:start . 23)\n (:id . 46))\n ((:tag . "NNS") (:stem . "structure") (:form . "structures") (:end . 39)\n (:start . 29) (:id . 47))\n ((:tag . 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(:end . 186) (:start . 185)\n (:id . 78)))@@@1@37@((:identifiers (:sid . :s10.421) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503534@unknown@formal@none@1@S@These structures are thicker than the axon itself and we assume they contain presynaptic specialisations.@(((:tag . "DT") (:stem . "these") (:form . "These") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "structure") (:form . "structures") (:end . 16)\n (:start . 6) (:id . 43))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 20) (:start . 17)\n (:id . 44))\n ((:tag . "JJR") (:stem . "thick") (:form . "thicker") (:end . 28)\n (:start . 21) (:id . 45))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 33) (:start . 29)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 37) (:start . 34)\n (:id . 47))\n ((:tag . "NN") (:stem . "axon") (:form . "axon") (:end . 42) (:start . 38)\n (:id . 48))\n ((:tag . 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(:end . 105) (:start . 104)\n (:id . 57)))@@@1@16@((:hcues ((:id . :x10.422.1) (:span 57 63)))\n (:hscopes ((:id . :x10.422.1) (:span 57 104)))\n (:identifiers (:sid . :s10.422) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503535@unknown@formal@none@1@S@Class IV axons exhibit several kinds of phenotypes in sema and plex mutant embryos.@(((:tag . "NNP") (:stem . "Class") (:form . "Class") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "CD") (:stem . "iv") (:form . "IV") (:end . 8) (:start . 6)\n (:id . 43))\n ((:tag . "NNS") (:stem . "axon") (:form . "axons") (:end . 14) (:start . 9)\n (:id . 44))\n ((:tag . "VBP") (:stem . "exhibit") (:form . "exhibit") (:end . 22)\n (:start . 15) (:id . 45))\n ((:tag . "JJ") (:stem . "several") (:form . "several") (:end . 30)\n (:start . 23) (:id . 46))\n ((:tag . "NNS") (:stem . "kind") (:form . "kinds") (:end . 36) (:start . 31)\n (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 39) (:start . 37)\n (:id . 48))\n ((:tag . "NNS") (:stem . "phenotype") (:form . "phenotypes") (:end . 50)\n (:start . 40) (:id . 49))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 53) (:start . 51)\n (:id . 50))\n ((:tag . "NN") (:stem . "sema") (:form . "sema") (:end . 58) (:start . 54)\n (:id . 51))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 62) (:start . 59)\n (:id . 52))\n ((:tag . "NN") (:stem . "plex") (:form . "plex") (:end . 67) (:start . 63)\n (:id . 53))\n ((:tag . "JJ") (:stem . "mutant") (:form . "mutant") (:end . 74)\n (:start . 68) (:id . 54))\n ((:tag . "NNS") (:stem . "embryo") (:form . "embryos") (:end . 82)\n (:start . 75) (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 83) (:start . 82)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s10.423) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503536@unknown@formal@none@1@S@The most striking is normal initial growth with aberrant termination, where the axon initially grows appropriately towards its target area in the ventral medial neuropile, but then makes a sharp dorsal turn, and terminates in layers 1, 2, or 3 (for examples see Figures 5D, left axons, 7E, right axon, and S5A).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "RBS") (:stem . "most") (:form . "most") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "JJ") (:stem . "striking") (:form . "striking") (:end . 17)\n (:start . 9) (:id . 44))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 20) (:start . 18)\n (:id . 45))\n ((:tag . "JJ") (:stem . "normal") (:form . 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(:end . 311) (:start . 310)\n (:id . 105)))@@@1@64@((:identifiers (:sid . :s10.424) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503537@unknown@formal@none@1@S@In the case of aberrant growth, with aberrant termination, the misrouted axon grows through and forms terminals in layers 1, 2, or 3 (for examples see Figures 5B, 6F, 7B, 7D, right axon, and S5B).@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "case") (:form . "case") (:end . 11) (:start . 7)\n (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 14) (:start . 12)\n (:id . 45))\n ((:tag . "JJ") (:stem . "aberrant") (:form . "aberrant") (:end . 23)\n (:start . 15) (:id . 46))\n ((:tag . "NN") (:stem . "growth") (:form . "growth") (:end . 30)\n (:start . 24) (:id . 47))\n ((:tag . ",") (:stem . 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(:end . 196) (:start . 195)\n (:id . 88)))@@@1@47@((:identifiers (:sid . :s10.425) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503538@unknown@formal@none@1@S@Some of these axons never reach their wild-type layer 4 (Figures 5B, 6F, 7B, and S5B) while others send a branch ventrally, after they have formed a terminal dorsally or centrally (right axon in Figure 7D).@(((:tag . "DT") (:stem . "some") (:form . "Some") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 13) (:start . 8)\n (:id . 44))\n ((:tag . "NNS") (:stem . "axon") (:form . "axons") (:end . 19) (:start . 14)\n (:id . 45))\n ((:tag . "RB") (:stem . "never") (:form . "never") (:end . 25) (:start . 20)\n (:id . 46))\n ((:tag . "VBP") (:stem . "reach") (:form . "reach") (:end . 31) (:start . 26)\n (:id . 47))\n ((:tag . 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(:end . 206) (:start . 205)\n (:id . 86)))@@@1@45@((:identifiers (:sid . :s10.426) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503539@unknown@formal@none@1@S@In the case of aberrant growth, with normal termination, the misrouted axon turns ventrally after growing through dorsal or central layers and terminates in its wild-type layer 4 (for example see Figures 7D, left axon, and S5C).@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "case") (:form . "case") (:end . 11) (:start . 7)\n (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 14) (:start . 12)\n (:id . 45))\n ((:tag . "JJ") (:stem . "aberrant") (:form . "aberrant") (:end . 23)\n (:start . 15) (:id . 46))\n ((:tag . "NN") (:stem . "growth") (:form . 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"JJ") (:stem . "left") (:form . "left") (:end . 212) (:start . 208)\n (:id . 79))\n ((:tag . "NN") (:stem . "axon") (:form . "axon") (:end . 217) (:start . 213)\n (:id . 80))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 218) (:start . 217)\n (:id . 81))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 222) (:start . 219)\n (:id . 82))\n ((:tag . "NNP") (:stem . "S5C") (:form . "S5C") (:end . 226) (:start . 223)\n (:id . 83))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 227) (:start . 226)\n (:id . 84))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 228) (:start . 227)\n (:id . 85)))@@@1@44@((:identifiers (:sid . :s10.427) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503540@unknown@formal@none@1@S@For all our statistical analysis of termination defects (see below) we counted as “aberrant” only those hemisegments that exhibit the aberrant termination phenotypes (Figure S5A and S5B), but we counted as “normal” those hemisegments that exhibit the aberrant growth, with normal termination phenotype (Figure S5C).@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 11) (:start . 8)\n (:id . 44))\n ((:tag . "JJ") (:stem . "statistical") (:form . "statistical") (:end . 23)\n (:start . 12) (:id . 45))\n ((:tag . "NN") (:stem . "analysis") (:form . 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"VBD") (:stem . "count") (:form . "counted") (:end . 202)\n (:start . 195) (:id . 78))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 205) (:start . 203)\n (:id . 79))\n ((:tag . "``") (:stem . "“") (:form . "“") (:end . 207) (:start . 206)\n (:id . 80))\n ((:tag . "JJ") (:stem . "normal") (:form . "normal") (:end . 213)\n (:start . 207) (:id . 81))\n ((:tag . "''") (:stem . "”") (:form . "”") (:end . 214) (:start . 213)\n (:id . 82))\n ((:tag . "DT") (:stem . "those") (:form . "those") (:end . 220)\n (:start . 215) (:id . 83))\n ((:tag . "NNS") (:stem . "hemisegment") (:form . "hemisegments") (:end . 233)\n (:start . 221) (:id . 84))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 238) (:start . 234)\n (:id . 85))\n ((:tag . "VBP") (:stem . "exhibit") (:form . "exhibit") (:end . 246)\n (:start . 239) (:id . 86))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 250) (:start . 247)\n (:id . 87))\n ((:tag . "JJ") (:stem . "aberrant") (:form . "aberrant") (:end . 259)\n (:start . 251) (:id . 88))\n ((:tag . "NN") (:stem . "growth") (:form . "growth") (:end . 266)\n (:start . 260) (:id . 89))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 267) (:start . 266)\n (:id . 90))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 272) (:start . 268)\n (:id . 91))\n ((:tag . "JJ") (:stem . "normal") (:form . "normal") (:end . 279)\n (:start . 273) (:id . 92))\n ((:tag . "NN") (:stem . "termination") (:form . "termination") (:end . 291)\n (:start . 280) (:id . 93))\n ((:tag . "NN") (:stem . "phenotype") (:form . "phenotype") (:end . 301)\n (:start . 292) (:id . 94))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 303) (:start . 302)\n (:id . 95))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 309)\n (:start . 303) (:id . 96))\n ((:tag . "NNP") (:stem . "S5C") (:form . "S5C") (:end . 313) (:start . 310)\n (:id . 97))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 314) (:start . 313)\n (:id . 98))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 315) (:start . 314)\n (:id . 99)))@@@1@58@((:identifiers (:sid . :s10.428) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503541@unknown@formal@none@1@S@(A) Examples of normal initial growth with aberrant termination, where class IV axons grew in normally, and afterwards aberrantly turned dorsally or centrally and terminated there, in sema1a, sema 2a double mutant embryos (21 AEL).@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "a") (:form . "A") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "NNS") (:stem . "example") (:form . "Examples") (:end . 12)\n (:start . 4) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 15) (:start . 13)\n (:id . 46))\n ((:tag . 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"JJ") (:stem . "double") (:form . "double") (:end . 206)\n (:start . 200) (:id . 78))\n ((:tag . "JJ") (:stem . "mutant") (:form . "mutant") (:end . 213)\n (:start . 207) (:id . 79))\n ((:tag . "NNS") (:stem . "embryo") (:form . "embryos") (:end . 221)\n (:start . 214) (:id . 80))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 223) (:start . 222)\n (:id . 81))\n ((:tag . "CD") (:stem . "21") (:form . "21") (:end . 225) (:start . 223)\n (:id . 82))\n ((:tag . "NNP") (:stem . "AEL") (:form . "AEL") (:end . 229) (:start . 226)\n (:id . 83))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 230) (:start . 229)\n (:id . 84))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 231) (:start . 230)\n (:id . 85)))@@@1@44@((:identifiers (:sid . :s10.429) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503542@unknown@formal@none@1@S@These examples show that the position of entry does not determine the position of termination.@(((:tag . "DT") (:stem . "these") (:form . "These") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "example") (:form . "examples") (:end . 14)\n (:start . 6) (:id . 43))\n ((:tag . "VBP") (:stem . "show") (:form . "show") (:end . 19) (:start . 15)\n (:id . 44))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 24) (:start . 20)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 28) (:start . 25)\n (:id . 46))\n ((:tag . "NN") (:stem . "position") (:form . "position") (:end . 37)\n (:start . 29) (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 40) (:start . 38)\n (:id . 48))\n ((:tag . "NN") (:stem . "entry") (:form . "entry") (:end . 46) (:start . 41)\n (:id . 49))\n ((:tag . "VBZ") (:stem . "do") (:form . "does") (:end . 51) (:start . 47)\n (:id . 50))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 55) (:start . 52)\n (:id . 51))\n ((:tag . "VB") (:stem . "determine") (:form . "determine") (:end . 65)\n (:start . 56) (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 69) (:start . 66)\n (:id . 53))\n ((:tag . "NN") (:stem . "position") (:form . "position") (:end . 78)\n (:start . 70) (:id . 54))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 81) (:start . 79)\n (:id . 55))\n ((:tag . "NN") (:stem . "termination") (:form . "termination") (:end . 93)\n (:start . 82) (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 94) (:start . 93)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s10.430) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503543@unknown@formal@none@1@S@Despite the fact that these axons initially grow appropriately in the ventral neuropile, they afterwards alter direction of growth and invade aberrant neuropile layers, where they terminate.@(((:tag . "IN") (:stem . "despite") (:form . "Despite") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 11) (:start . 8)\n (:id . 43))\n ((:tag . "NN") (:stem . "fact") (:form . "fact") (:end . 16) (:start . 12)\n (:id . 44))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 21) (:start . 17)\n (:id . 45))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 27) (:start . 22)\n (:id . 46))\n ((:tag . "NNS") (:stem . "axon") (:form . "axons") (:end . 33) (:start . 28)\n (:id . 47))\n ((:tag . "RB") (:stem . "initially") (:form . "initially") (:end . 43)\n (:start . 34) (:id . 48))\n ((:tag . "VBP") (:stem . "grow") (:form . "grow") (:end . 48) (:start . 44)\n (:id . 49))\n ((:tag . "RB") (:stem . "appropriately") (:form . "appropriately")\n (:end . 62) (:start . 49) (:id . 50))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 65) (:start . 63)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 69) (:start . 66)\n (:id . 52))\n ((:tag . "JJ") (:stem . "ventral") (:form . "ventral") (:end . 77)\n (:start . 70) (:id . 53))\n ((:tag . "NN") (:stem . "neuropile") (:form . "neuropile") (:end . 87)\n (:start . 78) (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 88) (:start . 87)\n (:id . 55))\n ((:tag . "PRP") (:stem . "they") (:form . "they") (:end . 93) (:start . 89)\n (:id . 56))\n ((:tag . "RB") (:stem . "afterwards") (:form . "afterwards") (:end . 104)\n (:start . 94) (:id . 57))\n ((:tag . "VBP") (:stem . "alter") (:form . "alter") (:end . 110)\n (:start . 105) (:id . 58))\n ((:tag . "NN") (:stem . "direction") (:form . "direction") (:end . 120)\n (:start . 111) (:id . 59))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 123) (:start . 121)\n (:id . 60))\n ((:tag . "NN") (:stem . "growth") (:form . "growth") (:end . 130)\n (:start . 124) (:id . 61))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 134) (:start . 131)\n (:id . 62))\n ((:tag . "VBP") (:stem . "invade") (:form . "invade") (:end . 141)\n (:start . 135) (:id . 63))\n ((:tag . "JJ") (:stem . "aberrant") (:form . "aberrant") (:end . 150)\n (:start . 142) (:id . 64))\n ((:tag . "JJ") (:stem . "neuropile") (:form . "neuropile") (:end . 160)\n (:start . 151) (:id . 65))\n ((:tag . "NNS") (:stem . "layer") (:form . "layers") (:end . 167)\n (:start . 161) (:id . 66))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 168) (:start . 167)\n (:id . 67))\n ((:tag . "WRB") (:stem . "where") (:form . "where") (:end . 174)\n (:start . 169) (:id . 68))\n ((:tag . "PRP") (:stem . "they") (:form . "they") (:end . 179) (:start . 175)\n (:id . 69))\n ((:tag . "VBP") (:stem . "terminate") (:form . "terminate") (:end . 189)\n (:start . 180) (:id . 70))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 190) (:start . 189)\n (:id . 71)))@@@1@30@((:identifiers (:sid . :s10.431) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503544@unknown@formal@none@1@S@(B) Example of class IV axons showing both aberrant growth and aberrant termination in a sema 1a mutant embryo.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "B") (:form . "B") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "NN") (:stem . "example") (:form . "Example") (:end . 11)\n (:start . 4) (:id . 45))\n ((:tag . "IN") (:stem . 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"termination") (:end . 83)\n (:start . 72) (:id . 56))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 86) (:start . 84)\n (:id . 57))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 88) (:start . 87)\n (:id . 58))\n ((:tag . "NN") (:stem . "sema") (:form . "sema") (:end . 93) (:start . 89)\n (:id . 59))\n ((:tag . "NN") (:stem . "1a") (:form . "1a") (:end . 96) (:start . 94)\n (:id . 60))\n ((:tag . "NN") (:stem . "mutant") (:form . "mutant") (:end . 103)\n (:start . 97) (:id . 61))\n ((:tag . "NN") (:stem . "embryo") (:form . "embryo") (:end . 110)\n (:start . 104) (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 111) (:start . 110)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s10.432) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503545@unknown@formal@none@1@S@The axons initially grow in dorsal neuropile, where they also forms a terminal at the midline.@(((:tag . "DT") (:stem . 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(:end . 104) (:start . 103)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s10.434) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503547@unknown@formal@none@1@S@The axon grows through dorsal neuropile, but turns ventrally at the midline, without forming a terminal.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "axon") (:form . "axon") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "grow") (:form . "grows") (:end . 14) (:start . 9)\n (:id . 44))\n ((:tag . "IN") (:stem . "through") (:form . "through") (:end . 22)\n (:start . 15) (:id . 45))\n ((:tag . "JJ") (:stem . "dorsal") (:form . "dorsal") (:end . 29)\n (:start . 23) (:id . 46))\n ((:tag . "NN") (:stem . "neuropile") (:form . "neuropile") (:end . 39)\n (:start . 30) (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 40) (:start . 39)\n (:id . 48))\n ((:tag . 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"neuropile") (:end . 80)\n (:start . 71) (:id . 54))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 81) (:start . 80)\n (:id . 55)))@@@1@14@((:identifiers (:sid . :s10.441) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503554@unknown@formal@none@1@S@We assessed the potential role of Sema 1a and Sema 2a in controlling termination of class IV axons in the antero-posterior axis by analysing their projections in a top-down view of the neuropile in wild type and in sema 1a, sema 2a double mutants (see Figure S5A and S5B).@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "assess") (:form . "assessed") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 15) (:start . 12)\n (:id . 44))\n ((:tag . "JJ") (:stem . "potential") (:form . "potential") (:end . 25)\n (:start . 16) (:id . 45))\n ((:tag . "NN") (:stem . 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(:end . 272) (:start . 271)\n (:id . 94)))@@@1@53@((:hcues ((:id . :x10.442.1) (:span 16 25)))\n (:hscopes ((:id . :x10.442.1) (:span 16 127)))\n (:identifiers (:sid . :s10.442) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503555@unknown@formal@none@1@S@We chose the sema 1a, sema 2a double mutant for this analysis, because it exhibited the strongest phenotypes in the dorso-ventral axis.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "choose") (:form . "chose") (:end . 8) (:start . 3)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 12) (:start . 9)\n (:id . 44))\n ((:tag . "NN") (:stem . "sema") (:form . "sema") (:end . 17) (:start . 13)\n (:id . 45))\n ((:tag . "NN") (:stem . "1a") (:form . "1a") (:end . 20) (:start . 18)\n (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 21) (:start . 20)\n (:id . 47))\n ((:tag . 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"show") (:end . 15) (:start . 11)\n (:id . 43))\n ((:tag . "NN") (:stem . "midline") (:form . "midline") (:end . 23)\n (:start . 16) (:id . 44))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 24) (:start . 23)\n (:id . 45)))@@@1@4@((:identifiers (:sid . :s10.447) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503560@unknown@formal@none@1@S@a, anterior half of the segment; p, posterior half of the segment.@(((:tag . "DT") (:stem . "a") (:form . "a") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 2) (:start . 1) (:id . 43))\n ((:tag . "JJ") (:stem . "anterior") (:form . "anterior") (:end . 11)\n (:start . 3) (:id . 44))\n ((:tag . "NN") (:stem . "half") (:form . "half") (:end . 16) (:start . 12)\n (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 19) (:start . 17)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 23) (:start . 20)\n (:id . 47))\n ((:tag . "NN") (:stem . "segment") (:form . "segment") (:end . 31)\n (:start . 24) (:id . 48))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 32) (:start . 31)\n (:id . 49))\n ((:tag . "NN") (:stem . "p") (:form . "p") (:end . 34) (:start . 33)\n (:id . 50))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 35) (:start . 34)\n (:id . 51))\n ((:tag . "JJ") (:stem . "posterior") (:form . "posterior") (:end . 45)\n (:start . 36) (:id . 52))\n ((:tag . "NN") (:stem . "half") (:form . "half") (:end . 50) (:start . 46)\n (:id . 53))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 53) (:start . 51)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 57) (:start . 54)\n (:id . 55))\n ((:tag . "NN") (:stem . "segment") (:form . "segment") (:end . 65)\n (:start . 58) (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 66) (:start . 65)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s10.448) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503561@unknown@formal@none@1@S@Scale bar: 16 µm.@(((:tag . "JJ") (:stem . "scale") (:form . "Scale") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "bar") (:form . "bar") (:end . 9) (:start . 6)\n (:id . 43))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 10) (:start . 9)\n (:id . 44))\n ((:tag . "CD") (:stem . "16") (:form . "16") (:end . 13) (:start . 11)\n (:id . 45))\n ((:tag . "NN") (:stem . "µm") (:form . "µm") (:end . 16) (:start . 14)\n (:id . 46))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 17) (:start . 16)\n (:id . 47)))@@@1@6@((:identifiers (:sid . :s10.449) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503562@unknown@formal@none@1@S@(A) Top-down view of wild-type class IV projections in T1–A4.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "a") (:form . "A") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "JJ") (:stem . "top-down") (:form . "Top-down") (:end . 12)\n (:start . 4) (:id . 45))\n ((:tag . "NN") (:stem . "view") (:form . "view") (:end . 17) (:start . 13)\n (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 20) (:start . 18)\n (:id . 47))\n ((:tag . "JJ") (:stem . "wild-type") (:form . "wild-type") (:end . 30)\n (:start . 21) (:id . 48))\n ((:tag . "NN") (:stem . "class") (:form . "class") (:end . 36) (:start . 31)\n (:id . 49))\n ((:tag . "CD") (:stem . "iv") (:form . "IV") (:end . 39) (:start . 37)\n (:id . 50))\n ((:tag . "NNS") (:stem . "projection") (:form . "projections") (:end . 51)\n (:start . 40) (:id . 51))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 54) (:start . 52)\n (:id . 52))\n ((:tag . "NN") (:stem . "t1–a4") (:form . "T1–A4") (:end . 60) (:start . 55)\n (:id . 53))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 61) (:start . 60)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s10.450) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503563@unknown@formal@none@1@S@Wild-type class IV axons grow asymmetrically, within their normal ventral and medial termination domain, forming a thick anterior branch and very thin processes that extend posteriorly.@(((:tag . "JJ") (:stem . "wild-type") (:form . "Wild-type") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "class") (:form . "class") (:end . 15) (:start . 10)\n (:id . 43))\n ((:tag . "CD") (:stem . "iv") (:form . "IV") (:end . 18) (:start . 16)\n (:id . 44))\n ((:tag . "NNS") (:stem . "axon") (:form . "axons") (:end . 24) (:start . 19)\n (:id . 45))\n ((:tag . "VBP") (:stem . "grow") (:form . "grow") (:end . 29) (:start . 25)\n (:id . 46))\n ((:tag . "RB") (:stem . "asymmetrically") (:form . "asymmetrically")\n (:end . 44) (:start . 30) (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 45) (:start . 44)\n (:id . 48))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 52)\n (:start . 46) (:id . 49))\n ((:tag . "PRP$") (:stem . "their") (:form . "their") (:end . 58)\n (:start . 53) (:id . 50))\n ((:tag . "JJ") (:stem . "normal") (:form . "normal") (:end . 65)\n (:start . 59) (:id . 51))\n ((:tag . "JJ") (:stem . "ventral") (:form . "ventral") (:end . 73)\n (:start . 66) (:id . 52))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 77) (:start . 74)\n (:id . 53))\n ((:tag . "JJ") (:stem . "medial") (:form . "medial") (:end . 84)\n (:start . 78) (:id . 54))\n ((:tag . "NN") (:stem . "termination") (:form . "termination") (:end . 96)\n (:start . 85) (:id . 55))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 103)\n (:start . 97) (:id . 56))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 104) (:start . 103)\n (:id . 57))\n ((:tag . "VBG") (:stem . "form") (:form . "forming") (:end . 112)\n (:start . 105) (:id . 58))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 114) (:start . 113)\n (:id . 59))\n ((:tag . "JJ") (:stem . "thick") (:form . "thick") (:end . 120)\n (:start . 115) (:id . 60))\n ((:tag . "JJ") (:stem . "anterior") (:form . "anterior") (:end . 129)\n (:start . 121) (:id . 61))\n ((:tag . "NN") (:stem . "branch") (:form . "branch") (:end . 136)\n (:start . 130) (:id . 62))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 140) (:start . 137)\n (:id . 63))\n ((:tag . "RB") (:stem . "very") (:form . "very") (:end . 145) (:start . 141)\n (:id . 64))\n ((:tag . "JJ") (:stem . "thin") (:form . "thin") (:end . 150) (:start . 146)\n (:id . 65))\n ((:tag . "NNS") (:stem . "process") (:form . "processes") (:end . 160)\n (:start . 151) (:id . 66))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 165) (:start . 161)\n (:id . 67))\n ((:tag . "VBP") (:stem . "extend") (:form . "extend") (:end . 172)\n (:start . 166) (:id . 68))\n ((:tag . "RB") (:stem . "posteriorly") (:form . "posteriorly") (:end . 184)\n (:start . 173) (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 185) (:start . 184)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s10.451) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503564@unknown@formal@none@1@S@(B) Top-down view of class IV projections in T1–A4 in sema 2a, sema 1a double mutants.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "B") (:form . "B") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "JJ") (:stem . "top-down") (:form . "Top-down") (:end . 12)\n (:start . 4) (:id . 45))\n ((:tag . "NN") (:stem . "view") (:form . "view") (:end . 17) (:start . 13)\n (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 20) (:start . 18)\n (:id . 47))\n ((:tag . "NN") (:stem . "class") (:form . "class") (:end . 26) (:start . 21)\n (:id . 48))\n ((:tag . "CD") (:stem . "iv") (:form . "IV") (:end . 29) (:start . 27)\n (:id . 49))\n ((:tag . "NNS") (:stem . "projection") (:form . "projections") (:end . 41)\n (:start . 30) (:id . 50))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 44) (:start . 42)\n (:id . 51))\n ((:tag . "NN") (:stem . "t1–a4") (:form . "T1–A4") (:end . 50) (:start . 45)\n (:id . 52))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 53) (:start . 51)\n (:id . 53))\n ((:tag . "NN") (:stem . "sema") (:form . "sema") (:end . 58) (:start . 54)\n (:id . 54))\n ((:tag . "NN") (:stem . "2a") (:form . "2a") (:end . 61) (:start . 59)\n (:id . 55))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 62) (:start . 61)\n (:id . 56))\n ((:tag . "NN") (:stem . "sema") (:form . "sema") (:end . 67) (:start . 63)\n (:id . 57))\n ((:tag . "NN") (:stem . "1a") (:form . "1a") (:end . 70) (:start . 68)\n (:id . 58))\n ((:tag . "JJ") (:stem . "double") (:form . "double") (:end . 77)\n (:start . 71) (:id . 59))\n ((:tag . "NNS") (:stem . "mutant") (:form . "mutants") (:end . 85)\n (:start . 78) (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 86) (:start . 85)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s10.452) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503565@unknown@formal@none@1@S@Note that while the class IV terminals appear disorganised compared to wild type, they still appear asymmetric and largely confined to the anterior portion of the segment.@(((:tag . "VB") (:stem . "note") (:form . "Note") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 9) (:start . 5)\n (:id . 43))\n ((:tag . "IN") (:stem . "while") (:form . "while") (:end . 15) (:start . 10)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 19) (:start . 16)\n (:id . 45))\n ((:tag . "NN") (:stem . "class") (:form . "class") (:end . 25) (:start . 20)\n (:id . 46))\n ((:tag . "CD") (:stem . "iv") (:form . "IV") (:end . 28) (:start . 26)\n (:id . 47))\n ((:tag . "NNS") (:stem . "terminal") (:form . "terminals") (:end . 38)\n (:start . 29) (:id . 48))\n ((:tag . "VBP") (:stem . "appear") (:form . "appear") (:end . 45)\n (:start . 39) (:id . 49))\n ((:tag . "VBN") (:stem . "disorganise") (:form . "disorganised") (:end . 58)\n (:start . 46) (:id . 50))\n ((:tag . "VBN") (:stem . "compare") (:form . "compared") (:end . 67)\n (:start . 59) (:id . 51))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 70) (:start . 68)\n (:id . 52))\n ((:tag . "JJ") (:stem . "wild") (:form . "wild") (:end . 75) (:start . 71)\n (:id . 53))\n ((:tag . "NN") (:stem . "type") (:form . "type") (:end . 80) (:start . 76)\n (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 81) (:start . 80)\n (:id . 55))\n ((:tag . "PRP") (:stem . "they") (:form . "they") (:end . 86) (:start . 82)\n (:id . 56))\n ((:tag . "RB") (:stem . "still") (:form . "still") (:end . 92) (:start . 87)\n (:id . 57))\n ((:tag . "VBP") (:stem . "appear") (:form . "appear") (:end . 99)\n (:start . 93) (:id . 58))\n ((:tag . "JJ") (:stem . "asymmetric") (:form . "asymmetric") (:end . 110)\n (:start . 100) (:id . 59))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 114) (:start . 111)\n (:id . 60))\n ((:tag . "RB") (:stem . "largely") (:form . "largely") (:end . 122)\n (:start . 115) (:id . 61))\n ((:tag . "VBN") (:stem . "confine") (:form . "confined") (:end . 131)\n (:start . 123) (:id . 62))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 134) (:start . 132)\n (:id . 63))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 138) (:start . 135)\n (:id . 64))\n ((:tag . "JJ") (:stem . "anterior") (:form . "anterior") (:end . 147)\n (:start . 139) (:id . 65))\n ((:tag . "NN") (:stem . "portion") (:form . "portion") (:end . 155)\n (:start . 148) (:id . 66))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 158) (:start . 156)\n (:id . 67))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 162) (:start . 159)\n (:id . 68))\n ((:tag . "NN") (:stem . "segment") (:form . "segment") (:end . 170)\n (:start . 163) (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 171) (:start . 170)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s10.453) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503566@unknown@formal@none@1@S@We assume the observed disorganization is a consequence of the major defects in growth and termination in the dorsoventral axis.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "assume") (:form . "assume") (:end . 9) (:start . 3)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 13) (:start . 10)\n (:id . 44))\n ((:tag . "VBN") (:stem . "observe") (:form . "observed") (:end . 22)\n (:start . 14) (:id . 45))\n ((:tag . "NN") (:stem . "disorganization") (:form . "disorganization")\n (:end . 38) (:start . 23) (:id . 46))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 41) (:start . 39)\n (:id . 47))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 43) (:start . 42)\n (:id . 48))\n ((:tag . "NN") (:stem . "consequence") (:form . "consequence") (:end . 55)\n (:start . 44) (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 58) (:start . 56)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 62) (:start . 59)\n (:id . 51))\n ((:tag . "JJ") (:stem . "major") (:form . "major") (:end . 68) (:start . 63)\n (:id . 52))\n ((:tag . "NNS") (:stem . "defect") (:form . "defects") (:end . 76)\n (:start . 69) (:id . 53))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 79) (:start . 77)\n (:id . 54))\n ((:tag . "NN") (:stem . "growth") (:form . "growth") (:end . 86)\n (:start . 80) (:id . 55))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 90) (:start . 87)\n (:id . 56))\n ((:tag . "NN") (:stem . "termination") (:form . "termination") (:end . 102)\n (:start . 91) (:id . 57))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 105) (:start . 103)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 109) (:start . 106)\n (:id . 59))\n ((:tag . "JJ") (:stem . "dorsoventral") (:form . "dorsoventral") (:end . 122)\n (:start . 110) (:id . 60))\n ((:tag . "NN") (:stem . "axis") (:form . "axis") (:end . 127) (:start . 123)\n (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 128) (:start . 127)\n (:id . 62)))@@@1@21@((:hcues ((:id . :x10.454.1) (:span 3 9)))\n (:hscopes ((:id . :x10.454.1) (:span 3 127)))\n (:identifiers (:sid . :s10.454) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503567@unknown@formal@none@1@S@(C) Quantification of the average surface area occupied by class IV terminals in the posterior half of the hemisegment, relative to the total surface area covered by class IV terminals in a hemisegment [SAp/(p+a)=SA(posterior)/SA(posterior+anterior].@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "C") (:form . "C") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "NNP") (:stem . "Quantification") (:form . "Quantification")\n (:end . 18) (:start . 4) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 21) (:start . 19)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 25) (:start . 22)\n (:id . 47))\n ((:tag . "JJ") (:stem . "average") (:form . "average") (:end . 33)\n (:start . 26) (:id . 48))\n ((:tag . "NN") (:stem . "surface") (:form . "surface") (:end . 41)\n (:start . 34) (:id . 49))\n ((:tag . "NN") (:stem . "area") (:form . "area") (:end . 46) (:start . 42)\n (:id . 50))\n ((:tag . "VBN") (:stem . "occupy") (:form . "occupied") (:end . 55)\n (:start . 47) (:id . 51))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 58) (:start . 56)\n (:id . 52))\n ((:tag . "NN") (:stem . "class") (:form . "class") (:end . 64) (:start . 59)\n (:id . 53))\n ((:tag . "CD") (:stem . "iv") (:form . "IV") (:end . 67) (:start . 65)\n (:id . 54))\n ((:tag . "NNS") (:stem . "terminal") (:form . "terminals") (:end . 77)\n (:start . 68) (:id . 55))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 80) (:start . 78)\n (:id . 56))\n ((:tag . "DT") (:stem . 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(:end . 225) (:start . 224)\n (:id . 78)))@@@1@37@((:identifiers (:sid . :s10.457) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503570@unknown@formal@none@1@S@Wnt 5 is secreted by neurites in the posterior commissure of each segment.@(((:tag . "NNP") (:stem . "Wnt") (:form . "Wnt") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "CD") (:stem . "5") (:form . "5") (:end . 5) (:start . 4)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 8) (:start . 6)\n (:id . 44))\n ((:tag . "VBN") (:stem . "secrete") (:form . "secreted") (:end . 17)\n (:start . 9) (:id . 45))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 20) (:start . 18)\n (:id . 46))\n ((:tag . "NNS") (:stem . "neurite") (:form . "neurites") (:end . 29)\n (:start . 21) (:id . 47))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 32) (:start . 30)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . 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(:end . 208) (:start . 207)\n (:id . 79)))@@@1@38@((:identifiers (:sid . :s10.460) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503573@unknown@formal@none@1@S@In contrast, to the sema1a, sema 2a double mutants, when we analysed class IV projections in wnt 5D7 mutants and in PO163GAL4,UAS-DN-drl embryos, we did find a significant increase in SAp/(p+a) compared to wild type (for wnt 5, p=1.8×10-7; Student's t-test; average SAp/(p+a)=0.34; SD=0.12; n=16 hemisegments; for PO163-DN-drl, p=2.2×10-7; Student's t-test; average SAp/(p+a)=0.33; SD=0.12; n=30 hemisegments).@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "contrast") (:form . "contrast") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 44))\n ((:tag . "TO") (:stem . "to") (:form . 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(:end . 410) (:start . 409)\n (:id . 117)))@@@1@76@((:identifiers (:sid . :s10.461) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503574@unknown@formal@none@1@S@Thus Sema 1a and Sema 2a do not appear to play a major role in confining class IV terminals to the anterior portion of the segment. (1.15 MB TIF)@(((:tag . "RB") (:stem . "thus") (:form . "Thus") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "Sema") (:form . "Sema") (:end . 9) (:start . 5)\n (:id . 43))\n ((:tag . "NN") (:stem . "1a") (:form . "1a") (:end . 12) (:start . 10)\n (:id . 44))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 16) (:start . 13)\n (:id . 45))\n ((:tag . "NNP") (:stem . "Sema") (:form . "Sema") (:end . 21) (:start . 17)\n (:id . 46))\n ((:tag . "NN") (:stem . "2a") (:form . "2a") (:end . 24) (:start . 22)\n (:id . 47))\n ((:tag . "VBP") (:stem . "do") (:form . 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"and") (:end . 179) (:start . 176)\n (:id . 80))\n ((:tag . "NNP") (:stem . "B") (:form . "B") (:end . 181) (:start . 180)\n (:id . 81))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 182) (:start . 181)\n (:id . 82))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 185) (:start . 183)\n (:id . 83))\n ((:tag . "JJ") (:stem . "13-h") (:form . "13-h") (:end . 190) (:start . 186)\n (:id . 84))\n ((:tag . "NN") (:stem . "ael") (:form . "AEL") (:end . 194) (:start . 191)\n (:id . 85))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 195) (:start . 194)\n (:id . 86)))@@@1@45@((:identifiers (:sid . :s10.464) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503577@unknown@formal@none@1@S@Dorsal is up.@(((:tag . "NNP") (:stem . "Dorsal") (:form . "Dorsal") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 9) (:start . 7)\n (:id . 43))\n ((:tag . "IN") (:stem . 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(:form . ".") (:end . 109) (:start . 108)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s10.507) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503620@unknown@formal@none@1@S@Thus, in the absence of Plex A, Plex B is sufficient to exclude sensory terminals from regions of highest Sema 1a expression.@(((:tag . "RB") (:stem . "thus") (:form . "Thus") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 5) (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 8) (:start . 6)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 12) (:start . 9)\n (:id . 45))\n ((:tag . "NN") (:stem . "absence") (:form . "absence") (:end . 20)\n (:start . 13) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 23) (:start . 21)\n (:id . 47))\n ((:tag . "NNP") (:stem . "Plex") (:form . "Plex") (:end . 28) (:start . 24)\n (:id . 48))\n ((:tag . 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(:end . 146) (:start . 145)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s10.524) (:did . :pmc2690435) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503637@unknown@formal@none@1@S@Of the 11 genes, two produced specific shifts along the dorso-ventral axis.@(((:tag . "IN") (:stem . "of") (:form . "Of") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "CD") (:stem . "11") (:form . "11") (:end . 9) (:start . 7)\n (:id . 44))\n ((:tag . "NNS") (:stem . "gene") (:form . "genes") (:end . 15) (:start . 10)\n (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 16) (:start . 15)\n (:id . 46))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 20) (:start . 17)\n (:id . 47))\n ((:tag . "VBD") (:stem . "produce") (:form . "produced") (:end . 29)\n (:start . 21) (:id . 48))\n ((:tag . "JJ") (:stem . "specific") (:form . 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"medicine") (:end . 176)\n (:start . 168) (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 177) (:start . 176)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s11.3) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503642@unknown@formal@none@1@S@However, at large evolutionary distances, the construction of global alignments and the consequent comparison of the time- series data are difficult.@(((:tag . "RB") (:stem . "however") (:form . "However") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "JJ") (:stem . "large") (:form . "large") (:end . 17) (:start . 12)\n (:id . 45))\n ((:tag . "JJ") (:stem . "evolutionary") (:form . "evolutionary") (:end . 30)\n (:start . 18) (:id . 46))\n ((:tag . "NNS") (:stem . "distance") (:form . 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"comparison") (:end . 109)\n (:start . 99) (:id . 57))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 112) (:start . 110)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 116) (:start . 113)\n (:id . 59))\n ((:tag . "NN") (:stem . "time-") (:form . "time-") (:end . 122)\n (:start . 117) (:id . 60))\n ((:tag . "NN") (:stem . "series") (:form . "series") (:end . 129)\n (:start . 123) (:id . 61))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 134)\n (:start . 130) (:id . 62))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 138) (:start . 135)\n (:id . 63))\n ((:tag . "JJ") (:stem . "difficult") (:form . "difficult") (:end . 148)\n (:start . 139) (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 149) (:start . 148)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s11.4) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503643@unknown@formal@none@1@S@The main reason is the accumulation of variability in expression profiles of orthologous genes, in the course of evolution.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "main") (:form . "main") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "reason") (:form . "reason") (:end . 15) (:start . 9)\n (:id . 44))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 18) (:start . 16)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 22) (:start . 19)\n (:id . 46))\n ((:tag . "NN") (:stem . "accumulation") (:form . "accumulation") (:end . 35)\n (:start . 23) (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . 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"NN") (:stem . "course") (:form . "course") (:end . 109)\n (:start . 103) (:id . 59))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 112) (:start . 110)\n (:id . 60))\n ((:tag . "NN") (:stem . "evolution") (:form . "evolution") (:end . 122)\n (:start . 113) (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 123) (:start . 122)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s11.5) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503644@unknown@formal@none@1@S@Results@(((:tag . "NNS") (:stem . "result") (:form . "Results") (:end . 7)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s11.6) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5503645@unknown@formal@none@1@S@We applied Pearson distance matrices, in combination with other noise-suppression techniques and data filtering to improve alignments.@(((:tag . 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(:end . 134) (:start . 133)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s11.7) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503646@unknown@formal@none@1@S@This novel framework enhanced the capacity to capture the similarities between the temporal gene expression datasets separated by large evolutionary distances.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "novel") (:form . "novel") (:end . 10) (:start . 5)\n (:id . 43))\n ((:tag . "NN") (:stem . "framework") (:form . "framework") (:end . 20)\n (:start . 11) (:id . 44))\n ((:tag . "VBD") (:stem . "enhance") (:form . "enhanced") (:end . 29)\n (:start . 21) (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 33) (:start . 30)\n (:id . 46))\n ((:tag . "NN") (:stem . "capacity") (:form . "capacity") (:end . 42)\n (:start . 34) (:id . 47))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 45) (:start . 43)\n (:id . 48))\n ((:tag . "VB") (:stem . "capture") (:form . "capture") (:end . 53)\n (:start . 46) (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 57) (:start . 54)\n (:id . 50))\n ((:tag . "NNS") (:stem . "similarity") (:form . "similarities") (:end . 70)\n (:start . 58) (:id . 51))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 78)\n (:start . 71) (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 82) (:start . 79)\n (:id . 53))\n ((:tag . "JJ") (:stem . "temporal") (:form . "temporal") (:end . 91)\n (:start . 83) (:id . 54))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 96) (:start . 92)\n (:id . 55))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 107)\n (:start . 97) (:id . 56))\n ((:tag . "NNS") (:stem . "dataset") (:form . "datasets") (:end . 116)\n (:start . 108) (:id . 57))\n ((:tag . "VBN") (:stem . "separate") (:form . "separated") (:end . 126)\n (:start . 117) (:id . 58))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 129) (:start . 127)\n (:id . 59))\n ((:tag . "JJ") (:stem . "large") (:form . "large") (:end . 135)\n (:start . 130) (:id . 60))\n ((:tag . "JJ") (:stem . "evolutionary") (:form . "evolutionary") (:end . 148)\n (:start . 136) (:id . 61))\n ((:tag . "NNS") (:stem . "distance") (:form . "distances") (:end . 158)\n (:start . 149) (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 159) (:start . 158)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s11.8) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503647@unknown@formal@none@1@S@We aligned and compared the temporal gene expression data in budding (Saccharomyces cerevisiae) and fission (Schizosaccharomyces pombe) yeast, which are separated by more then ~400 myr of evolution.@(((:tag . "PRP") (:stem . "we") (:form . 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"NN") (:stem . "evolution") (:form . "evolution") (:end . 197)\n (:start . 188) (:id . 74))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 198) (:start . 197)\n (:id . 75)))@@@1@34@((:identifiers (:sid . :s11.9) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503648@unknown@formal@none@1@S@We found that the global alignment (time warping) properly matched the duration of cell cycle phases in these distant organisms, which was measured in prior studies.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "find") (:form . "found") (:end . 8) (:start . 3)\n (:id . 43))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 13) (:start . 9)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 17) (:start . 14)\n (:id . 45))\n ((:tag . "JJ") (:stem . "global") (:form . "global") (:end . 24)\n (:start . 18) (:id . 46))\n ((:tag . 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"measured") (:end . 147)\n (:start . 139) (:id . 67))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 150) (:start . 148)\n (:id . 68))\n ((:tag . "JJ") (:stem . "prior") (:form . "prior") (:end . 156)\n (:start . 151) (:id . 69))\n ((:tag . "NNS") (:stem . "study") (:form . "studies") (:end . 164)\n (:start . 157) (:id . 70))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 165) (:start . 164)\n (:id . 71)))@@@1@30@((:identifiers (:sid . :s11.10) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503649@unknown@formal@none@1@S@At the same time, when applied to individual ortholog pairs, this alignment procedure revealed groups of genes with distinct alignments, different from the global alignment.@(((:tag . "IN") (:stem . "at") (:form . "At") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "JJ") (:stem . "same") (:form . 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"periodicity") (:form . "periodicities")\n (:end . 240) (:start . 227) (:id . 78))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 244) (:start . 241)\n (:id . 79))\n ((:tag . "NNS") (:stem . "phase") (:form . "phases") (:end . 251)\n (:start . 245) (:id . 80))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 256) (:start . 252)\n (:id . 81))\n ((:tag . "RB") (:stem . "then") (:form . "then") (:end . 261) (:start . 257)\n (:id . 82))\n ((:tag . "VBN") (:stem . "compare") (:form . "compared") (:end . 270)\n (:start . 262) (:id . 83))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 271) (:start . 270)\n (:id . 84)))@@@1@43@((:identifiers (:sid . :s11.24) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503663@unknown@formal@none@1@S@In contrast to the classification approach, time warping captures information from all orthologous profiles in a single test.@(((:tag . "IN") (:stem . "in") (:form . 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(:end . 125) (:start . 124)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s11.25) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503664@unknown@formal@none@1@S@Exploration of alignments, constructed for S. cerevisiae and S. pombe using available methods and programs [1,6] [see Additional file 1 - Figures S1-S3] (and the UC Berkeley online resource) revealed presence of long gaps and noisy alignment paths.@(((:tag . "NNP") (:stem . "Exploration") (:form . "Exploration") (:end . 11)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 14) (:start . 12)\n (:id . 43))\n ((:tag . "NNS") (:stem . "alignment") (:form . "alignments") (:end . 25)\n (:start . 15) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 26) (:start . 25)\n (:id . 45))\n ((:tag . "VBN") (:stem . "construct") (:form . "constructed") (:end . 38)\n (:start . 27) (:id . 46))\n ((:tag . "IN") (:stem . 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(:end . 248) (:start . 247)\n (:id . 87)))@@@1@46@((:identifiers (:sid . :s11.26) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503665@unknown@formal@none@1@S@In this study, we introduced and thoroughly tested a novel data treatment and alignment framework, based on noise-suppression methods and elements of Kruscal-Liberman alignment algorithm [6].@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "study") (:form . "study") (:end . 13) (:start . 8)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 14) (:start . 13)\n (:id . 45))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 17) (:start . 15)\n (:id . 46))\n ((:tag . "VBD") (:stem . "introduce") (:form . "introduced") (:end . 28)\n (:start . 18) (:id . 47))\n ((:tag . "CC") (:stem . 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"algorithm") (:end . 186)\n (:start . 177) (:id . 68))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 188) (:start . 187)\n (:id . 69))\n ((:tag . "CD") (:stem . "6") (:form . "6") (:end . 189) (:start . 188)\n (:id . 70))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 190) (:start . 189)\n (:id . 71))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 191) (:start . 190)\n (:id . 72)))@@@1@31@((:identifiers (:sid . :s11.27) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503666@unknown@formal@none@1@S@The framework allowed us to override interspecific noise and to construct a global alignment for the two yeast species.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "framework") (:form . "framework") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "VBD") (:stem . "allow") (:form . "allowed") (:end . 21)\n (:start . 14) (:id . 44))\n ((:tag . 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(:end . 112) (:start . 111)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s11.29) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503668@unknown@formal@none@1@S@In order to explore alternative alignments, the pairs of the orthologous expression profiles have been aligned individually and the resulting individual alignment paths were clustered using common clustering algorithms [14].@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "order") (:form . "order") (:end . 8) (:start . 3)\n (:id . 43))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "VB") (:stem . "explore") (:form . "explore") (:end . 19)\n (:start . 12) (:id . 45))\n ((:tag . "JJ") (:stem . "alternative") (:form . "alternative") (:end . 31)\n (:start . 20) (:id . 46))\n ((:tag . "NNS") (:stem . "alignment") (:form . 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(:end . 207) (:start . 206)\n (:id . 79)))@@@1@38@((:identifiers (:sid . :s11.31) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503670@unknown@formal@none@1@S@Our analysis suggested that evolutionary shifts in durations of G1/G2 cell cycle phases are manifested in the expression timing of replication machinery and ribosomal genes.@(((:tag . "PRP$") (:stem . "our") (:form . "Our") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "analysis") (:form . "analysis") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "VBD") (:stem . "suggest") (:form . "suggested") (:end . 22)\n (:start . 13) (:id . 44))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 27) (:start . 23)\n (:id . 45))\n ((:tag . "JJ") (:stem . "evolutionary") (:form . "evolutionary") (:end . 40)\n (:start . 28) (:id . 46))\n ((:tag . "NNS") (:stem . "shift") (:form . "shifts") (:end . 47)\n (:start . 41) (:id . 47))\n ((:tag . 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(:end . 173) (:start . 172)\n (:id . 67)))@@@1@26@((:hcues ((:id . :x11.32.1) (:span 13 22)))\n (:hscopes ((:id . :x11.32.1) (:span 13 172)))\n (:identifiers (:sid . :s11.32) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503671@unknown@formal@none@1@S@Instead, gene expression in mitochondria was desynchronized or evolutionary "disconnected" from the replication and housekeeping genes due to high autonomy of that organelle.@(((:tag . "RB") (:stem . "instead") (:form . "Instead") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 13) (:start . 9)\n (:id . 44))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 24)\n (:start . 14) (:id . 45))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 27) (:start . 25)\n (:id . 46))\n ((:tag . "NNS") (:stem . 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(:end . 236) (:start . 235)\n (:id . 83)))@@@1@42@((:identifiers (:sid . :s11.36) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503675@unknown@formal@none@1@S@The internal noise appears, for instance, due to the measurement errors between different microarrays (time points) and due to desynchronization of cell culture over time; the external noise is the result of accumulated in evolution differences in the orthologous expression or differences in expression caused by experimental conditions, such as selection of cell culture synchronization method.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "internal") (:form . "internal") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "noise") (:form . "noise") (:end . 18) (:start . 13)\n (:id . 44))\n ((:tag . "VBZ") (:stem . "appear") (:form . 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(:end . 258) (:start . 257)\n (:id . 87)))@@@1@46@((:identifiers (:sid . :s11.44) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503683@unknown@formal@none@1@S@Based on the amplitude of gene expression in the course of the life cycle, all genes in the yeast genome can be conditionally separated into (i) cell-cycle dependent (oscillating) (ii) constitutively expressed and (iii) inducible (not expressed or expressed constitutively in our datasets).@(((:tag . "VBN") (:stem . "base") (:form . "Based") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 8) (:start . 6)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 12) (:start . 9)\n (:id . 44))\n ((:tag . "NN") (:stem . "amplitude") (:form . "amplitude") (:end . 22)\n (:start . 13) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 25) (:start . 23)\n (:id . 46))\n ((:tag . "NN") (:stem . 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(:end . 290) (:start . 289)\n (:id . 96)))@@@1@55@((:hcues ((:id . :x11.45.1) (:span 245 247)))\n (:hscopes ((:id . :x11.45.1) (:span 231 272)))\n (:identifiers (:sid . :s11.45) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503684@unknown@formal@none@1@S@Low oscillating and constitutive genes contribute less or no information to the global alignment, moreover, their actual expression dynamics can be masked by the internal noise.@(((:tag . "JJ") (:stem . "low") (:form . "Low") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "oscillating") (:form . "oscillating") (:end . 15)\n (:start . 4) (:id . 43))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 19) (:start . 16)\n (:id . 44))\n ((:tag . "JJ") (:stem . "constitutive") (:form . "constitutive") (:end . 32)\n (:start . 20) (:id . 45))\n ((:tag . "NNS") (:stem . "gene") (:form . "genes") (:end . 38) (:start . 33)\n (:id . 46))\n ((:tag . 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"the") (:end . 161) (:start . 158)\n (:id . 67))\n ((:tag . "JJ") (:stem . "internal") (:form . "internal") (:end . 170)\n (:start . 162) (:id . 68))\n ((:tag . "NN") (:stem . "noise") (:form . "noise") (:end . 176)\n (:start . 171) (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 177) (:start . 176)\n (:id . 70)))@@@1@29@((:hcues ((:id . :x11.46.1) (:span 141 144)))\n (:hscopes ((:id . :x11.46.1) (:span 108 176)))\n (:identifiers (:sid . :s11.46) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503685@unknown@formal@none@1@S@Therefore, we removed the low-variant genes from the selected datasets to improve sensitivity of the method.@(((:tag . "RB") (:stem . "therefore") (:form . "Therefore") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 10) (:start . 9)\n (:id . 43))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 13) (:start . 11)\n (:id . 44))\n ((:tag . "VBD") (:stem . "remove") (:form . "removed") (:end . 21)\n (:start . 14) (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 25) (:start . 22)\n (:id . 46))\n ((:tag . "JJ") (:stem . "low-variant") (:form . "low-variant") (:end . 37)\n (:start . 26) (:id . 47))\n ((:tag . "NNS") (:stem . "gene") (:form . "genes") (:end . 43) (:start . 38)\n (:id . 48))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 48) (:start . 44)\n (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 52) (:start . 49)\n (:id . 50))\n ((:tag . "VBN") (:stem . "select") (:form . "selected") (:end . 61)\n (:start . 53) (:id . 51))\n ((:tag . "NNS") (:stem . "dataset") (:form . "datasets") (:end . 70)\n (:start . 62) (:id . 52))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 73) (:start . 71)\n (:id . 53))\n ((:tag . "VB") (:stem . "improve") (:form . "improve") (:end . 81)\n (:start . 74) (:id . 54))\n ((:tag . "NN") (:stem . "sensitivity") (:form . "sensitivity") (:end . 93)\n (:start . 82) (:id . 55))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 96) (:start . 94)\n (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 100) (:start . 97)\n (:id . 57))\n ((:tag . "NN") (:stem . "method") (:form . "method") (:end . 107)\n (:start . 101) (:id . 58))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 108) (:start . 107)\n (:id . 59)))@@@1@18@((:identifiers (:sid . :s11.47) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503686@unknown@formal@none@1@S@In the prior studies [10,17], Fourier analysis was used to eliminate the low-cycling genes.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "JJ") (:stem . "prior") (:form . "prior") (:end . 12) (:start . 7)\n (:id . 44))\n ((:tag . "NNS") (:stem . "study") (:form . "studies") (:end . 20)\n (:start . 13) (:id . 45))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 22) (:start . 21)\n (:id . 46))\n ((:tag . "CD") (:stem . "10,17") (:form . "10,17") (:end . 27) (:start . 22)\n (:id . 47))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 28) (:start . 27)\n (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 29) (:start . 28)\n (:id . 49))\n ((:tag . "JJR") (:stem . "fouri") (:form . "Fourier") (:end . 37)\n (:start . 30) (:id . 50))\n ((:tag . "NN") (:stem . "analysis") (:form . "analysis") (:end . 46)\n (:start . 38) (:id . 51))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 50) (:start . 47)\n (:id . 52))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 55) (:start . 51)\n (:id . 53))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 58) (:start . 56)\n (:id . 54))\n ((:tag . "VB") (:stem . "eliminate") (:form . "eliminate") (:end . 68)\n (:start . 59) (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 72) (:start . 69)\n (:id . 56))\n ((:tag . "JJ") (:stem . "low-cycling") (:form . "low-cycling") (:end . 84)\n (:start . 73) (:id . 57))\n ((:tag . "NNS") (:stem . "gene") (:form . "genes") (:end . 90) (:start . 85)\n (:id . 58))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 91) (:start . 90)\n (:id . 59)))@@@1@18@((:identifiers (:sid . :s11.48) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503687@unknown@formal@none@1@S@However, several factors, such as biased contribution of synchronization approaches, short duration of the datasets (two cell cycles) and high internal noise can make Fourier analysis fail for many genes, which, in fact, do cycle significantly.@(((:tag . "RB") (:stem . "however") (:form . "However") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . 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")") (:stem . ")") (:form . ")") (:end . 133) (:start . 132)\n (:id . 64))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 137) (:start . 134)\n (:id . 65))\n ((:tag . "JJ") (:stem . "high") (:form . "high") (:end . 142) (:start . 138)\n (:id . 66))\n ((:tag . "JJ") (:stem . "internal") (:form . "internal") (:end . 151)\n (:start . 143) (:id . 67))\n ((:tag . "NN") (:stem . "noise") (:form . "noise") (:end . 157)\n (:start . 152) (:id . 68))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 161) (:start . 158)\n (:id . 69))\n ((:tag . "VB") (:stem . "make") (:form . "make") (:end . 166) (:start . 162)\n (:id . 70))\n ((:tag . "JJR") (:stem . "fouri") (:form . "Fourier") (:end . 174)\n (:start . 167) (:id . 71))\n ((:tag . "NN") (:stem . "analysis") (:form . "analysis") (:end . 183)\n (:start . 175) (:id . 72))\n ((:tag . "NN") (:stem . "fail") (:form . "fail") (:end . 188) (:start . 184)\n (:id . 73))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 192) (:start . 189)\n (:id . 74))\n ((:tag . "JJ") (:stem . "many") (:form . "many") (:end . 197) (:start . 193)\n (:id . 75))\n ((:tag . "NNS") (:stem . "gene") (:form . "genes") (:end . 203)\n (:start . 198) (:id . 76))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 204) (:start . 203)\n (:id . 77))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 210)\n (:start . 205) (:id . 78))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 211) (:start . 210)\n (:id . 79))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 214) (:start . 212)\n (:id . 80))\n ((:tag . "NN") (:stem . "fact") (:form . "fact") (:end . 219) (:start . 215)\n (:id . 81))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 220) (:start . 219)\n (:id . 82))\n ((:tag . "VBP") (:stem . "do") (:form . "do") (:end . 223) (:start . 221)\n (:id . 83))\n ((:tag . "NN") (:stem . "cycle") (:form . "cycle") (:end . 229)\n (:start . 224) (:id . 84))\n ((:tag . "RB") (:stem . "significantly") (:form . "significantly")\n (:end . 243) (:start . 230) (:id . 85))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 244) (:start . 243)\n (:id . 86)))@@@1@45@((:hcues ((:id . :x11.49.1) (:span 158 161)))\n (:hscopes ((:id . :x11.49.1) (:span 158 203)))\n (:identifiers (:sid . :s11.49) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503688@unknown@formal@none@1@S@In the case of the yeast cell cycle, biological replicates were not available, and standard ANOVA-based filtering could not be applied.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "case") (:form . "case") (:end . 11) (:start . 7)\n (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 14) (:start . 12)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 18) (:start . 15)\n (:id . 46))\n ((:tag . "NN") (:stem . "yeast") (:form . "yeast") (:end . 24) (:start . 19)\n (:id . 47))\n ((:tag . "NN") (:stem . "cell") (:form . "cell") (:end . 29) (:start . 25)\n (:id . 48))\n ((:tag . "NN") (:stem . "cycle") (:form . "cycle") (:end . 35) (:start . 30)\n (:id . 49))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 36) (:start . 35)\n (:id . 50))\n ((:tag . "JJ") (:stem . "biological") (:form . "biological") (:end . 47)\n (:start . 37) (:id . 51))\n ((:tag . "NNS") (:stem . "replicate") (:form . "replicates") (:end . 58)\n (:start . 48) (:id . 52))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 63) (:start . 59)\n (:id . 53))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 67) (:start . 64)\n (:id . 54))\n ((:tag . "JJ") (:stem . "available") (:form . "available") (:end . 77)\n (:start . 68) (:id . 55))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 78) (:start . 77)\n (:id . 56))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 82) (:start . 79)\n (:id . 57))\n ((:tag . "JJ") (:stem . "standard") (:form . "standard") (:end . 91)\n (:start . 83) (:id . 58))\n ((:tag . "JJ") (:stem . "anova-based") (:form . "ANOVA-based") (:end . 103)\n (:start . 92) (:id . 59))\n ((:tag . "NN") (:stem . "filtering") (:form . "filtering") (:end . 113)\n (:start . 104) (:id . 60))\n ((:tag . "MD") (:stem . "could") (:form . "could") (:end . 119)\n (:start . 114) (:id . 61))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 123) (:start . 120)\n (:id . 62))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 126) (:start . 124)\n (:id . 63))\n ((:tag . "VBN") (:stem . "apply") (:form . "applied") (:end . 134)\n (:start . 127) (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 135) (:start . 134)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s11.50) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503689@unknown@formal@none@1@S@Therefore, we designed SNR (Signal-to-Noise Ratio) filter to eliminate noisy and low-cycling profiles.@(((:tag . "RB") (:stem . "therefore") (:form . "Therefore") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 10) (:start . 9)\n (:id . 43))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 13) (:start . 11)\n (:id . 44))\n ((:tag . "VBD") (:stem . "design") (:form . "designed") (:end . 22)\n (:start . 14) (:id . 45))\n ((:tag . "NNP") (:stem . "SNR") (:form . "SNR") (:end . 26) (:start . 23)\n (:id . 46))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 28) (:start . 27)\n (:id . 47))\n ((:tag . "NNP") (:stem . "Signal-to-Noise") (:form . "Signal-to-Noise")\n (:end . 43) (:start . 28) (:id . 48))\n ((:tag . "NNP") (:stem . "Ratio") (:form . "Ratio") (:end . 49) (:start . 44)\n (:id . 49))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 50) (:start . 49)\n (:id . 50))\n ((:tag . "NN") (:stem . "filter") (:form . "filter") (:end . 57)\n (:start . 51) (:id . 51))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 60) (:start . 58)\n (:id . 52))\n ((:tag . "VB") (:stem . "eliminate") (:form . "eliminate") (:end . 70)\n (:start . 61) (:id . 53))\n ((:tag . "JJ") (:stem . "noisy") (:form . "noisy") (:end . 76) (:start . 71)\n (:id . 54))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 80) (:start . 77)\n (:id . 55))\n ((:tag . "JJ") (:stem . "low-cycling") (:form . "low-cycling") (:end . 92)\n (:start . 81) (:id . 56))\n ((:tag . "NNS") (:stem . "profile") (:form . "profiles") (:end . 101)\n (:start . 93) (:id . 57))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 102) (:start . 101)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s11.51) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503690@unknown@formal@none@1@S@The SNR filter is analogous to ANOVA, but requires no replicates [see Additional file 1 - Figures S4, S5] (and Methods section).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "SNR") (:form . "SNR") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "filter") (:form . "filter") (:end . 14) (:start . 8)\n (:id . 44))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 17) (:start . 15)\n (:id . 45))\n ((:tag . "JJ") (:stem . "analogous") (:form . "analogous") (:end . 27)\n (:start . 18) (:id . 46))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 30) (:start . 28)\n (:id . 47))\n ((:tag . "NNP") (:stem . "ANOVA") (:form . "ANOVA") (:end . 36) (:start . 31)\n (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 37) (:start . 36)\n (:id . 49))\n ((:tag . "CC") (:stem . "but") (:form . "but") (:end . 41) (:start . 38)\n (:id . 50))\n ((:tag . "VBZ") (:stem . "require") (:form . "requires") (:end . 50)\n (:start . 42) (:id . 51))\n ((:tag . "DT") (:stem . "no") (:form . "no") (:end . 53) (:start . 51)\n (:id . 52))\n ((:tag . "NNS") (:stem . "replicate") (:form . "replicates") (:end . 64)\n (:start . 54) (:id . 53))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 66) (:start . 65)\n (:id . 54))\n ((:tag . "VB") (:stem . "see") (:form . "see") (:end . 69) (:start . 66)\n (:id . 55))\n ((:tag . "JJ") (:stem . "additional") (:form . "Additional") (:end . 80)\n (:start . 70) (:id . 56))\n ((:tag . "NN") (:stem . "file") (:form . "file") (:end . 85) (:start . 81)\n (:id . 57))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 87) (:start . 86)\n (:id . 58))\n ((:tag . "HYPH") (:stem . "-") (:form . "-") (:end . 89) (:start . 88)\n (:id . 59))\n ((:tag . "NNS") (:stem . "figure") (:form . "Figures") (:end . 97)\n (:start . 90) (:id . 60))\n ((:tag . "NN") (:stem . "s4") (:form . "S4") (:end . 100) (:start . 98)\n (:id . 61))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 101) (:start . 100)\n (:id . 62))\n ((:tag . "NNP") (:stem . "S5") (:form . "S5") (:end . 104) (:start . 102)\n (:id . 63))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 105) (:start . 104)\n (:id . 64))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 107) (:start . 106)\n (:id . 65))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 110) (:start . 107)\n (:id . 66))\n ((:tag . "NNP") (:stem . "Method") (:form . "Methods") (:end . 118)\n (:start . 111) (:id . 67))\n ((:tag . "NN") (:stem . "section") (:form . "section") (:end . 126)\n (:start . 119) (:id . 68))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 127) (:start . 126)\n (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 128) (:start . 127)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s11.52) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503691@unknown@formal@none@1@S@Statistical model for SNR takes into account assumption that periodically expressed genes would gradually increase or decrease expression level from one time point to another.@(((:tag . "JJ") (:stem . "statistical") (:form . "Statistical") (:end . 11)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "model") (:form . "model") (:end . 17) (:start . 12)\n (:id . 43))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 21) (:start . 18)\n (:id . 44))\n ((:tag . "NNP") (:stem . "SNR") (:form . "SNR") (:end . 25) (:start . 22)\n (:id . 45))\n ((:tag . "VBZ") (:stem . "take") (:form . "takes") (:end . 31) (:start . 26)\n (:id . 46))\n ((:tag . "IN") (:stem . "into") (:form . "into") (:end . 36) (:start . 32)\n (:id . 47))\n ((:tag . 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(:end . 175) (:start . 174)\n (:id . 67)))@@@1@26@((:hcues ((:id . :x11.53.1) (:span 115 117)) ((:id . :x11.53.2) (:span 90 95))\n ((:id . :x11.53.3) (:span 45 55)))\n (:hscopes ((:id . :x11.53.1) (:span 106 126))\n ((:id . :x11.53.2) (:span 90 174)) ((:id . :x11.53.3) (:span 45 174)))\n (:identifiers (:sid . :s11.53) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503692@unknown@formal@none@1@S@In mathematical terms, the variance of point-to-point changes in a gene expression profile should be less than the variance of the data itself.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "mathematical") (:form . "mathematical") (:end . 15)\n (:start . 3) (:id . 43))\n ((:tag . "NNS") (:stem . "term") (:form . "terms") (:end . 21) (:start . 16)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 22) (:start . 21)\n (:id . 45))\n ((:tag . 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(:end . 188) (:start . 187)\n (:id . 75)))@@@1@34@((:identifiers (:sid . :s11.59) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503698@unknown@formal@none@1@S@This test provided evidence that periodicity is present in the additional genes, as compared to prior studies, although it might be masked by the noise or conditions of the culture synchronization.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "test") (:form . "test") (:end . 9) (:start . 5)\n (:id . 43))\n ((:tag . "VBD") (:stem . "provide") (:form . "provided") (:end . 18)\n (:start . 10) (:id . 44))\n ((:tag . "NN") (:stem . "evidence") (:form . "evidence") (:end . 27)\n (:start . 19) (:id . 45))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 32) (:start . 28)\n (:id . 46))\n ((:tag . "NN") (:stem . "periodicity") (:form . 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(:end . 197) (:start . 196)\n (:id . 75)))@@@1@34@((:hcues ((:id . :x11.60.1) (:span 123 128)))\n (:hscopes ((:id . :x11.60.1) (:span 120 196)))\n (:identifiers (:sid . :s11.60) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503699@unknown@formal@none@1@S@We also found that Gaussian smoothing significantly improved detection of periodicity in the expression profiles (data not shown).@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "VBD") (:stem . "find") (:form . "found") (:end . 13) (:start . 8)\n (:id . 44))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 18) (:start . 14)\n (:id . 45))\n ((:tag . "JJ") (:stem . "gaussian") (:form . "Gaussian") (:end . 27)\n (:start . 19) (:id . 46))\n ((:tag . "NN") (:stem . "smoothing") (:form . 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(:end . 193) (:start . 192)\n (:id . 77)))@@@1@36@((:identifiers (:sid . :s11.63) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503702@unknown@formal@none@1@S@A global alignment path has been constructed using time warping based on Kruscal-Liberman algorithm [6] using Pearson distance matrices (Figure 1A, B).@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "global") (:form . "global") (:end . 8) (:start . 2)\n (:id . 43))\n ((:tag . "NN") (:stem . "alignment") (:form . "alignment") (:end . 18)\n (:start . 9) (:id . 44))\n ((:tag . "NN") (:stem . "path") (:form . "path") (:end . 23) (:start . 19)\n (:id . 45))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 27) (:start . 24)\n (:id . 46))\n ((:tag . "VBN") (:stem . "be") (:form . "been") (:end . 32) (:start . 28)\n (:id . 47))\n ((:tag . "VBN") (:stem . "construct") (:form . 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"VBG") (:stem . "use") (:form . "using") (:end . 109) (:start . 104)\n (:id . 59))\n ((:tag . "NNP") (:stem . "Pearson") (:form . "Pearson") (:end . 117)\n (:start . 110) (:id . 60))\n ((:tag . "NN") (:stem . "distance") (:form . "distance") (:end . 126)\n (:start . 118) (:id . 61))\n ((:tag . "NNS") (:stem . "matrix") (:form . "matrices") (:end . 135)\n (:start . 127) (:id . 62))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 137) (:start . 136)\n (:id . 63))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 143)\n (:start . 137) (:id . 64))\n ((:tag . "NN") (:stem . "1a") (:form . "1A") (:end . 146) (:start . 144)\n (:id . 65))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 147) (:start . 146)\n (:id . 66))\n ((:tag . "NNP") (:stem . "B") (:form . "B") (:end . 149) (:start . 148)\n (:id . 67))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 150) (:start . 149)\n (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 151) (:start . 150)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s11.64) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503703@unknown@formal@none@1@S@Variations in the data treatment and the Pearson matrix construction parameters produced several possible paths; nevertheless, all successful alignments (gapless or with minimal gaps) followed nearly identical paths [see Additional file 1 - Figure S7].@(((:tag . "NNS") (:stem . "variation") (:form . "Variations") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 13) (:start . 11)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 17) (:start . 14)\n (:id . 44))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 22) (:start . 18)\n (:id . 45))\n ((:tag . "NN") (:stem . "treatment") (:form . "treatment") (:end . 32)\n (:start . 23) (:id . 46))\n ((:tag . "CC") (:stem . "and") (:form . 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"minimal") (:end . 177)\n (:start . 170) (:id . 67))\n ((:tag . "NNS") (:stem . "gap") (:form . "gaps") (:end . 182) (:start . 178)\n (:id . 68))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 183) (:start . 182)\n (:id . 69))\n ((:tag . "VBD") (:stem . "follow") (:form . "followed") (:end . 192)\n (:start . 184) (:id . 70))\n ((:tag . "RB") (:stem . "nearly") (:form . "nearly") (:end . 199)\n (:start . 193) (:id . 71))\n ((:tag . "JJ") (:stem . "identical") (:form . "identical") (:end . 209)\n (:start . 200) (:id . 72))\n ((:tag . "NNS") (:stem . "path") (:form . "paths") (:end . 215)\n (:start . 210) (:id . 73))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 217) (:start . 216)\n (:id . 74))\n ((:tag . "VB") (:stem . "see") (:form . "see") (:end . 220) (:start . 217)\n (:id . 75))\n ((:tag . "JJ") (:stem . "additional") (:form . "Additional") (:end . 231)\n (:start . 221) (:id . 76))\n ((:tag . "NN") (:stem . "file") (:form . "file") (:end . 236) (:start . 232)\n (:id . 77))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 238) (:start . 237)\n (:id . 78))\n ((:tag . "HYPH") (:stem . "-") (:form . "-") (:end . 240) (:start . 239)\n (:id . 79))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 247)\n (:start . 241) (:id . 80))\n ((:tag . "NNP") (:stem . "S7") (:form . "S7") (:end . 250) (:start . 248)\n (:id . 81))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 251) (:start . 250)\n (:id . 82))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 252) (:start . 251)\n (:id . 83)))@@@1@42@((:identifiers (:sid . :s11.65) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503704@unknown@formal@none@1@S@Data ranges, corresponding to a single cell cycle were selected based on the periodic patterns observed on the distance matrix and standard cell cycle markers, characteristic to specific phases of the cell cycle [10,17].@(((:tag . "NNP") (:stem . "Data") (:form . "Data") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "range") (:form . "ranges") (:end . 11) (:start . 5)\n (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 44))\n ((:tag . "VBG") (:stem . "correspond") (:form . "corresponding") (:end . 26)\n (:start . 13) (:id . 45))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 29) (:start . 27)\n (:id . 46))\n ((:tag . "DT") (:stem . "a") (:form . 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"VBN") (:stem . "observe") (:form . "observed") (:end . 103)\n (:start . 95) (:id . 58))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 106) (:start . 104)\n (:id . 59))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 110) (:start . 107)\n (:id . 60))\n ((:tag . "NN") (:stem . "distance") (:form . "distance") (:end . 119)\n (:start . 111) (:id . 61))\n ((:tag . "NN") (:stem . "matrix") (:form . "matrix") (:end . 126)\n (:start . 120) (:id . 62))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 130) (:start . 127)\n (:id . 63))\n ((:tag . "JJ") (:stem . "standard") (:form . "standard") (:end . 139)\n (:start . 131) (:id . 64))\n ((:tag . "NN") (:stem . "cell") (:form . "cell") (:end . 144) (:start . 140)\n (:id . 65))\n ((:tag . "NN") (:stem . "cycle") (:form . "cycle") (:end . 150)\n (:start . 145) (:id . 66))\n ((:tag . "NNS") (:stem . "marker") (:form . "markers") (:end . 158)\n (:start . 151) (:id . 67))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 159) (:start . 158)\n (:id . 68))\n ((:tag . "JJ") (:stem . "characteristic") (:form . "characteristic")\n (:end . 174) (:start . 160) (:id . 69))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 177) (:start . 175)\n (:id . 70))\n ((:tag . "JJ") (:stem . "specific") (:form . "specific") (:end . 186)\n (:start . 178) (:id . 71))\n ((:tag . "NNS") (:stem . "phase") (:form . "phases") (:end . 193)\n (:start . 187) (:id . 72))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 196) (:start . 194)\n (:id . 73))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 200) (:start . 197)\n (:id . 74))\n ((:tag . "NN") (:stem . "cell") (:form . "cell") (:end . 205) (:start . 201)\n (:id . 75))\n ((:tag . "NN") (:stem . "cycle") (:form . "cycle") (:end . 211)\n (:start . 206) (:id . 76))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 213) (:start . 212)\n (:id . 77))\n ((:tag . "CD") (:stem . "10,17") (:form . "10,17") (:end . 218)\n (:start . 213) (:id . 78))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 219) (:start . 218)\n (:id . 79))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 220) (:start . 219)\n (:id . 80)))@@@1@39@((:identifiers (:sid . :s11.66) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503705@unknown@formal@none@1@S@The selected data ranges were aligned according to the global alignment path shown in the Figure 1C.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "VBN") (:stem . "select") (:form . "selected") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 17) (:start . 13)\n (:id . 44))\n ((:tag . "NNS") (:stem . "range") (:form . "ranges") (:end . 24)\n (:start . 18) (:id . 45))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 29) (:start . 25)\n (:id . 46))\n ((:tag . "VBN") (:stem . 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"agreement") (:end . 183)\n (:start . 174) (:id . 77))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 188) (:start . 184)\n (:id . 78))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 192) (:start . 189)\n (:id . 79))\n ((:tag . "VBG") (:stem . "exist") (:form . "existing") (:end . 201)\n (:start . 193) (:id . 80))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 206)\n (:start . 202) (:id . 81))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 208) (:start . 207)\n (:id . 82))\n ((:tag . "CD") (:stem . "13") (:form . "13") (:end . 210) (:start . 208)\n (:id . 83))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 211) (:start . 210)\n (:id . 84))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 212) (:start . 211)\n (:id . 85)))@@@1@44@((:identifiers (:sid . :s11.68) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503707@unknown@formal@none@1@S@According to the global alignment path, S. pombe has longer G2 phase and shorter G1 phase.@(((:tag . "VBG") (:stem . "accord") (:form . "According") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 12) (:start . 10)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 16) (:start . 13)\n (:id . 44))\n ((:tag . "JJ") (:stem . "global") (:form . "global") (:end . 23)\n (:start . 17) (:id . 45))\n ((:tag . "NN") (:stem . "alignment") (:form . "alignment") (:end . 33)\n (:start . 24) (:id . 46))\n ((:tag . "NN") (:stem . "path") (:form . "path") (:end . 38) (:start . 34)\n (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 39) (:start . 38)\n (:id . 48))\n ((:tag . "FW") (:stem . "s.") (:form . "S.") (:end . 42) (:start . 40)\n (:id . 49))\n ((:tag . "FW") (:stem . "pombe") (:form . "pombe") (:end . 48) (:start . 43)\n (:id . 50))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 52) (:start . 49)\n (:id . 51))\n ((:tag . "JJR") (:stem . "long") (:form . "longer") (:end . 59) (:start . 53)\n (:id . 52))\n ((:tag . "NN") (:stem . "g2") (:form . "G2") (:end . 62) (:start . 60)\n (:id . 53))\n ((:tag . "NN") (:stem . "phase") (:form . "phase") (:end . 68) (:start . 63)\n (:id . 54))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 72) (:start . 69)\n (:id . 55))\n ((:tag . "JJR") (:stem . "short") (:form . "shorter") (:end . 80)\n (:start . 73) (:id . 56))\n ((:tag . "NN") (:stem . "g1") (:form . "G1") (:end . 83) (:start . 81)\n (:id . 57))\n ((:tag . "NN") (:stem . "phase") (:form . "phase") (:end . 89) (:start . 84)\n (:id . 58))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 90) (:start . 89)\n (:id . 59)))@@@1@18@((:identifiers (:sid . :s11.69) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503708@unknown@formal@none@1@S@This result supported our computational strategy, selected with respect to the high divergence between the analyzed species.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "result") (:form . "result") (:end . 11) (:start . 5)\n (:id . 43))\n ((:tag . "VBD") (:stem . "support") (:form . "supported") (:end . 21)\n (:start . 12) (:id . 44))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 25) (:start . 22)\n (:id . 45))\n ((:tag . "JJ") (:stem . "computational") (:form . "computational")\n (:end . 39) (:start . 26) (:id . 46))\n ((:tag . "NN") (:stem . "strategy") (:form . "strategy") (:end . 48)\n (:start . 40) (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 49) (:start . 48)\n (:id . 48))\n ((:tag . "VBN") (:stem . "select") (:form . "selected") (:end . 58)\n (:start . 50) (:id . 49))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 63) (:start . 59)\n (:id . 50))\n ((:tag . "NN") (:stem . "respect") (:form . "respect") (:end . 71)\n (:start . 64) (:id . 51))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 74) (:start . 72)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 78) (:start . 75)\n (:id . 53))\n ((:tag . "JJ") (:stem . "high") (:form . "high") (:end . 83) (:start . 79)\n (:id . 54))\n ((:tag . "NN") (:stem . "divergence") (:form . "divergence") (:end . 94)\n (:start . 84) (:id . 55))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 102)\n (:start . 95) (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 106) (:start . 103)\n (:id . 57))\n ((:tag . "VBN") (:stem . "analyze") (:form . "analyzed") (:end . 115)\n (:start . 107) (:id . 58))\n ((:tag . "NNS") (:stem . "specie") (:form . "species") (:end . 123)\n (:start . 116) (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 124) (:start . 123)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s11.70) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503709@unknown@formal@none@1@S@Time warping and concordantly expressed genes.@(((:tag . "NNP") (:stem . "Time") (:form . "Time") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "VBG") (:stem . "warp") (:form . "warping") (:end . 12) (:start . 5)\n (:id . 43))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 16) (:start . 13)\n (:id . 44))\n ((:tag . "RB") (:stem . "concordantly") (:form . "concordantly") (:end . 29)\n (:start . 17) (:id . 45))\n ((:tag . "VBN") (:stem . "express") (:form . "expressed") (:end . 39)\n (:start . 30) (:id . 46))\n ((:tag . "NNS") (:stem . "gene") (:form . "genes") (:end . 45) (:start . 40)\n (:id . 47))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 46) (:start . 45)\n (:id . 48)))@@@1@7@((:identifiers (:sid . :s11.71) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5503710@unknown@formal@none@1@S@(A, B) Orthologous expression profiles for genes from the two yeast species are superimposed on the absolute timescale, before alignment.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "A") (:form . "A") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "NNP") (:stem . "B") (:form . "B") (:end . 5) (:start . 4)\n (:id . 45))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 6) (:start . 5) (:id . 46))\n ((:tag . "JJ") (:stem . "orthologous") (:form . "Orthologous") (:end . 18)\n (:start . 7) (:id . 47))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 29)\n (:start . 19) (:id . 48))\n ((:tag . "NNS") (:stem . "profile") (:form . "profiles") (:end . 38)\n (:start . 30) (:id . 49))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 42) (:start . 39)\n (:id . 50))\n ((:tag . "NNS") (:stem . "gene") (:form . "genes") (:end . 48) (:start . 43)\n (:id . 51))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 53) (:start . 49)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 57) (:start . 54)\n (:id . 53))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 61) (:start . 58)\n (:id . 54))\n ((:tag . "NN") (:stem . "yeast") (:form . "yeast") (:end . 67) (:start . 62)\n (:id . 55))\n ((:tag . "NNS") (:stem . "specie") (:form . "species") (:end . 75)\n (:start . 68) (:id . 56))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 79) (:start . 76)\n (:id . 57))\n ((:tag . "VBN") (:stem . "superimpose") (:form . "superimposed") (:end . 92)\n (:start . 80) (:id . 58))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 95) (:start . 93)\n (:id . 59))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 99) (:start . 96)\n (:id . 60))\n ((:tag . "JJ") (:stem . "absolute") (:form . "absolute") (:end . 108)\n (:start . 100) (:id . 61))\n ((:tag . "NN") (:stem . "timescale") (:form . "timescale") (:end . 118)\n (:start . 109) (:id . 62))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 119) (:start . 118)\n (:id . 63))\n ((:tag . "IN") (:stem . "before") (:form . "before") (:end . 126)\n (:start . 120) (:id . 64))\n ((:tag . "NN") (:stem . "alignment") (:form . "alignment") (:end . 136)\n (:start . 127) (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 137) (:start . 136)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s11.72) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5503711@unknown@formal@none@1@S@The selected data ranges correspond to ranges marked in Figure 1B.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "VBN") (:stem . "select") (:form . "selected") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 17) (:start . 13)\n (:id . 44))\n ((:tag . "NNS") (:stem . "range") (:form . "ranges") (:end . 24)\n (:start . 18) (:id . 45))\n ((:tag . "VBP") (:stem . "correspond") (:form . "correspond") (:end . 35)\n (:start . 25) (:id . 46))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 38) (:start . 36)\n (:id . 47))\n ((:tag . "NNS") (:stem . "range") (:form . "ranges") (:end . 45)\n (:start . 39) (:id . 48))\n ((:tag . "VBN") (:stem . "mark") (:form . "marked") (:end . 52) (:start . 46)\n (:id . 49))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 55) (:start . 53)\n (:id . 50))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 62)\n (:start . 56) (:id . 51))\n ((:tag . "NN") (:stem . "1b") (:form . "1B") (:end . 65) (:start . 63)\n (:id . 52))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 66) (:start . 65)\n (:id . 53)))@@@1@12@((:identifiers (:sid . :s11.73) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5503712@unknown@formal@none@1@S@(C, D) Profiles for the same genes, adjusted according to the global alignment path, (relative time scale).@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "C") (:form . "C") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "NNP") (:stem . "D") (:form . "D") (:end . 5) (:start . 4)\n (:id . 45))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 6) (:start . 5) (:id . 46))\n ((:tag . "NNP") (:stem . "Profile") (:form . "Profiles") (:end . 15)\n (:start . 7) (:id . 47))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 19) (:start . 16)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 23) (:start . 20)\n (:id . 49))\n ((:tag . "JJ") (:stem . "same") (:form . "same") (:end . 28) (:start . 24)\n (:id . 50))\n ((:tag . "NNS") (:stem . "gene") (:form . "genes") (:end . 34) (:start . 29)\n (:id . 51))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 35) (:start . 34)\n (:id . 52))\n ((:tag . "VBN") (:stem . "adjust") (:form . "adjusted") (:end . 44)\n (:start . 36) (:id . 53))\n ((:tag . "VBG") (:stem . "accord") (:form . "according") (:end . 54)\n (:start . 45) (:id . 54))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 57) (:start . 55)\n (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 61) (:start . 58)\n (:id . 56))\n ((:tag . "JJ") (:stem . "global") (:form . "global") (:end . 68)\n (:start . 62) (:id . 57))\n ((:tag . "NN") (:stem . "alignment") (:form . "alignment") (:end . 78)\n (:start . 69) (:id . 58))\n ((:tag . "NN") (:stem . "path") (:form . "path") (:end . 83) (:start . 79)\n (:id . 59))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 84) (:start . 83)\n (:id . 60))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 86) (:start . 85)\n (:id . 61))\n ((:tag . "JJ") (:stem . "relative") (:form . "relative") (:end . 94)\n (:start . 86) (:id . 62))\n ((:tag . "NN") (:stem . "time") (:form . "time") (:end . 99) (:start . 95)\n (:id . 63))\n ((:tag . "NN") (:stem . "scale") (:form . "scale") (:end . 105)\n (:start . 100) (:id . 64))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 106) (:start . 105)\n (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 107) (:start . 106)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s11.74) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5503713@unknown@formal@none@1@S@(E) Correspondence between the cell cycle phases in S. cerevisiae and S. pombe, established based on the global alignment.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "E") (:form . "E") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "NN") (:stem . "correspondence") (:form . "Correspondence")\n (:end . 18) (:start . 4) (:id . 45))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 26)\n (:start . 19) (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 30) (:start . 27)\n (:id . 47))\n ((:tag . "NN") (:stem . "cell") (:form . "cell") (:end . 35) (:start . 31)\n (:id . 48))\n ((:tag . "NN") (:stem . "cycle") (:form . "cycle") (:end . 41) (:start . 36)\n (:id . 49))\n ((:tag . "NNS") (:stem . "phase") (:form . "phases") (:end . 48)\n (:start . 42) (:id . 50))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 51) (:start . 49)\n (:id . 51))\n ((:tag . "FW") (:stem . "s.") (:form . "S.") (:end . 54) (:start . 52)\n (:id . 52))\n ((:tag . "FW") (:stem . "cerevisiae") (:form . "cerevisiae") (:end . 65)\n (:start . 55) (:id . 53))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 69) (:start . 66)\n (:id . 54))\n ((:tag . "FW") (:stem . "s.") (:form . "S.") (:end . 72) (:start . 70)\n (:id . 55))\n ((:tag . "FW") (:stem . "pombe") (:form . "pombe") (:end . 78) (:start . 73)\n (:id . 56))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 79) (:start . 78)\n (:id . 57))\n ((:tag . "VBN") (:stem . "establish") (:form . "established") (:end . 91)\n (:start . 80) (:id . 58))\n ((:tag . "VBN") (:stem . "base") (:form . "based") (:end . 97) (:start . 92)\n (:id . 59))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 100) (:start . 98)\n (:id . 60))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 104) (:start . 101)\n (:id . 61))\n ((:tag . "JJ") (:stem . "global") (:form . "global") (:end . 111)\n (:start . 105) (:id . 62))\n ((:tag . "NN") (:stem . "alignment") (:form . "alignment") (:end . 121)\n (:start . 112) (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 122) (:start . 121)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s11.75) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5503714@unknown@formal@none@1@S@Notice collapse of M-G1 phase and expansion of S-G2 phase region in S. pombe.@(((:tag . "NNP") (:stem . "Notice") (:form . "Notice") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "collapse") (:form . "collapse") (:end . 15)\n (:start . 7) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 18) (:start . 16)\n (:id . 44))\n ((:tag . "NN") (:stem . "m-g1") (:form . "M-G1") (:end . 23) (:start . 19)\n (:id . 45))\n ((:tag . "NN") (:stem . "phase") (:form . "phase") (:end . 29) (:start . 24)\n (:id . 46))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 33) (:start . 30)\n (:id . 47))\n ((:tag . "NN") (:stem . "expansion") (:form . "expansion") (:end . 43)\n (:start . 34) (:id . 48))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 46) (:start . 44)\n (:id . 49))\n ((:tag . "NN") (:stem . "s-g2") (:form . "S-G2") (:end . 51) (:start . 47)\n (:id . 50))\n ((:tag . "NN") (:stem . "phase") (:form . "phase") (:end . 57) (:start . 52)\n (:id . 51))\n ((:tag . "NN") (:stem . "region") (:form . "region") (:end . 64)\n (:start . 58) (:id . 52))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 67) (:start . 65)\n (:id . 53))\n ((:tag . "FW") (:stem . "s.") (:form . "S.") (:end . 70) (:start . 68)\n (:id . 54))\n ((:tag . "FW") (:stem . "pombe") (:form . "pombe") (:end . 76) (:start . 71)\n (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 77) (:start . 76)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s11.76) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5503715@unknown@formal@none@1@S@Inspection of orthologous profile pairs in the aligned datasets revealed instances of both concordantly and discordantly expressed genes.@(((:tag . "NNP") (:stem . "Inspection") (:form . "Inspection") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 13) (:start . 11)\n (:id . 43))\n ((:tag . "JJ") (:stem . "orthologous") (:form . "orthologous") (:end . 25)\n (:start . 14) (:id . 44))\n ((:tag . "NN") (:stem . "profile") (:form . "profile") (:end . 33)\n (:start . 26) (:id . 45))\n ((:tag . "NNS") (:stem . "pair") (:form . "pairs") (:end . 39) (:start . 34)\n (:id . 46))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 42) (:start . 40)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 46) (:start . 43)\n (:id . 48))\n ((:tag . "VBN") (:stem . "align") (:form . "aligned") (:end . 54)\n (:start . 47) (:id . 49))\n ((:tag . "NNS") (:stem . "dataset") (:form . "datasets") (:end . 63)\n (:start . 55) (:id . 50))\n ((:tag . "VBD") (:stem . "reveal") (:form . "revealed") (:end . 72)\n (:start . 64) (:id . 51))\n ((:tag . "NNS") (:stem . "instance") (:form . "instances") (:end . 82)\n (:start . 73) (:id . 52))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 85) (:start . 83)\n (:id . 53))\n ((:tag . "CC") (:stem . "both") (:form . "both") (:end . 90) (:start . 86)\n (:id . 54))\n ((:tag . "RB") (:stem . "concordantly") (:form . "concordantly") (:end . 103)\n (:start . 91) (:id . 55))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 107) (:start . 104)\n (:id . 56))\n ((:tag . "RB") (:stem . "discordantly") (:form . "discordantly") (:end . 120)\n (:start . 108) (:id . 57))\n ((:tag . "VBN") (:stem . "express") (:form . "expressed") (:end . 130)\n (:start . 121) (:id . 58))\n ((:tag . "NNS") (:stem . "gene") (:form . "genes") (:end . 136)\n (:start . 131) (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 137) (:start . 136)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s11.77) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503716@unknown@formal@none@1@S@518 expression profiles, corresponding to approximately ~400 genes had very similar or nearly identical expression phasing in both organisms.@(((:tag . "CD") (:stem . "518") (:form . "518") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 14)\n (:start . 4) (:id . 43))\n ((:tag . "NNS") (:stem . "profile") (:form . "profiles") (:end . 23)\n (:start . 15) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 24) (:start . 23)\n (:id . 45))\n ((:tag . "VBG") (:stem . "correspond") (:form . "corresponding") (:end . 38)\n (:start . 25) (:id . 46))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 41) (:start . 39)\n (:id . 47))\n ((:tag . "RB") (:stem . "approximately") (:form . "approximately")\n (:end . 55) (:start . 42) (:id . 48))\n ((:tag . "CD") (:stem . "~400") (:form . "~400") (:end . 60) (:start . 56)\n (:id . 49))\n ((:tag . "NNS") (:stem . "gene") (:form . "genes") (:end . 66) (:start . 61)\n (:id . 50))\n ((:tag . "VBD") (:stem . "have") (:form . "had") (:end . 70) (:start . 67)\n (:id . 51))\n ((:tag . "RB") (:stem . "very") (:form . "very") (:end . 75) (:start . 71)\n (:id . 52))\n ((:tag . "JJ") (:stem . "similar") (:form . "similar") (:end . 83)\n (:start . 76) (:id . 53))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 86) (:start . 84)\n (:id . 54))\n ((:tag . "RB") (:stem . "nearly") (:form . "nearly") (:end . 93)\n (:start . 87) (:id . 55))\n ((:tag . "JJ") (:stem . "identical") (:form . "identical") (:end . 103)\n (:start . 94) (:id . 56))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 114)\n (:start . 104) (:id . 57))\n ((:tag . "NN") (:stem . "phasing") (:form . "phasing") (:end . 122)\n (:start . 115) (:id . 58))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 125) (:start . 123)\n (:id . 59))\n ((:tag . "DT") (:stem . "both") (:form . "both") (:end . 130) (:start . 126)\n (:id . 60))\n ((:tag . "NNS") (:stem . "organism") (:form . "organisms") (:end . 140)\n (:start . 131) (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 141) (:start . 140)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s11.78) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503717@unknown@formal@none@1@S@Figure 2 shows the expression profiles of two orthologous pairs, which appear discordant on the absolute timescale (unaligned) and are nearly identical on the relative timescale, after time warping.@(((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "CD") (:stem . "2") (:form . "2") (:end . 8) (:start . 7)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "show") (:form . "shows") (:end . 14) (:start . 9)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 18) (:start . 15)\n (:id . 45))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 29)\n (:start . 19) (:id . 46))\n ((:tag . "NNS") (:stem . "profile") (:form . "profiles") (:end . 38)\n (:start . 30) (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 41) (:start . 39)\n (:id . 48))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 45) (:start . 42)\n (:id . 49))\n ((:tag . "JJ") (:stem . "orthologous") (:form . "orthologous") (:end . 57)\n (:start . 46) (:id . 50))\n ((:tag . "NNS") (:stem . "pair") (:form . "pairs") (:end . 63) (:start . 58)\n (:id . 51))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 64) (:start . 63)\n (:id . 52))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 70) (:start . 65)\n (:id . 53))\n ((:tag . "VBP") (:stem . "appear") (:form . "appear") (:end . 77)\n (:start . 71) (:id . 54))\n ((:tag . "JJ") (:stem . "discordant") (:form . "discordant") (:end . 88)\n (:start . 78) (:id . 55))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 91) (:start . 89)\n (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 95) (:start . 92)\n (:id . 57))\n ((:tag . "JJ") (:stem . "absolute") (:form . 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"the") (:end . 158) (:start . 155)\n (:id . 68))\n ((:tag . "JJ") (:stem . "relative") (:form . "relative") (:end . 167)\n (:start . 159) (:id . 69))\n ((:tag . "NN") (:stem . "timescale") (:form . "timescale") (:end . 177)\n (:start . 168) (:id . 70))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 178) (:start . 177)\n (:id . 71))\n ((:tag . "IN") (:stem . "after") (:form . "after") (:end . 184)\n (:start . 179) (:id . 72))\n ((:tag . "NN") (:stem . "time") (:form . "time") (:end . 189) (:start . 185)\n (:id . 73))\n ((:tag . "NN") (:stem . "warping") (:form . "warping") (:end . 197)\n (:start . 190) (:id . 74))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 198) (:start . 197)\n (:id . 75)))@@@1@34@((:identifiers (:sid . :s11.79) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503718@unknown@formal@none@1@S@DIA2 (Figure 2A, C) is the origin-binding F-box protein that plays a critical role in DNA replication and maintaining genome integrity.@(((:tag . "NNP") (:stem . "DIA2") (:form . "DIA2") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 6) (:start . 5) (:id . 43))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 12)\n (:start . 6) (:id . 44))\n ((:tag . "NN") (:stem . "2a") (:form . "2A") (:end . 15) (:start . 13)\n (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 16) (:start . 15)\n (:id . 46))\n ((:tag . "NNP") (:stem . "C") (:form . "C") (:end . 18) (:start . 17)\n (:id . 47))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 19) (:start . 18)\n (:id . 48))\n ((:tag . "VBZ") (:stem . 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"in") (:end . 85) (:start . 83)\n (:id . 59))\n ((:tag . "NNP") (:stem . "DNA") (:form . "DNA") (:end . 89) (:start . 86)\n (:id . 60))\n ((:tag . "NN") (:stem . "replication") (:form . "replication") (:end . 101)\n (:start . 90) (:id . 61))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 105) (:start . 102)\n (:id . 62))\n ((:tag . "VBG") (:stem . "maintain") (:form . "maintaining") (:end . 117)\n (:start . 106) (:id . 63))\n ((:tag . "NN") (:stem . "genome") (:form . "genome") (:end . 124)\n (:start . 118) (:id . 64))\n ((:tag . "NN") (:stem . "integrity") (:form . "integrity") (:end . 134)\n (:start . 125) (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 135) (:start . 134)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s11.80) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503719@unknown@formal@none@1@S@S. cerevisiae strains with DIA2 deletions have a high rate of endogenous DNA damage and are defective in S-phase progression [19,20].@(((:tag . "FW") (:stem . "s.") (:form . "S.") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "FW") (:stem . "cerevisiae") (:form . "cerevisiae") (:end . 13)\n (:start . 3) (:id . 43))\n ((:tag . "NNS") (:stem . "strain") (:form . "strains") (:end . 21)\n (:start . 14) (:id . 44))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 26) (:start . 22)\n (:id . 45))\n ((:tag . "NN") (:stem . "dia2") (:form . "DIA2") (:end . 31) (:start . 27)\n (:id . 46))\n ((:tag . "NNS") (:stem . "deletion") (:form . "deletions") (:end . 41)\n (:start . 32) (:id . 47))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 46) (:start . 42)\n (:id . 48))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 48) (:start . 47)\n (:id . 49))\n ((:tag . "JJ") (:stem . "high") (:form . "high") (:end . 53) (:start . 49)\n (:id . 50))\n ((:tag . "NN") (:stem . "rate") (:form . "rate") (:end . 58) (:start . 54)\n (:id . 51))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 61) (:start . 59)\n (:id . 52))\n ((:tag . "JJ") (:stem . "endogenous") (:form . "endogenous") (:end . 72)\n (:start . 62) (:id . 53))\n ((:tag . "NN") (:stem . "dna") (:form . "DNA") (:end . 76) (:start . 73)\n (:id . 54))\n ((:tag . "NN") (:stem . "damage") (:form . "damage") (:end . 83)\n (:start . 77) (:id . 55))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 87) (:start . 84)\n (:id . 56))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 91) (:start . 88)\n (:id . 57))\n ((:tag . "JJ") (:stem . "defective") (:form . "defective") (:end . 101)\n (:start . 92) (:id . 58))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 104) (:start . 102)\n (:id . 59))\n ((:tag . "NNP") (:stem . "S-phase") (:form . "S-phase") (:end . 112)\n (:start . 105) (:id . 60))\n ((:tag . "NN") (:stem . "progression") (:form . "progression") (:end . 124)\n (:start . 113) (:id . 61))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 126) (:start . 125)\n (:id . 62))\n ((:tag . "CD") (:stem . "19,20") (:form . "19,20") (:end . 131)\n (:start . 126) (:id . 63))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 132) (:start . 131)\n (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 133) (:start . 132)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s11.81) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503720@unknown@formal@none@1@S@Gene pof3, the ortholog of DIA2 in S. pombe has a similar function.@(((:tag . "NNP") (:stem . "Gene") (:form . "Gene") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . 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"similar") (:form . "similar") (:end . 57)\n (:start . 50) (:id . 54))\n ((:tag . "NN") (:stem . "function") (:form . "function") (:end . 66)\n (:start . 58) (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 67) (:start . 66)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s11.82) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503721@unknown@formal@none@1@S@In pof3 mutants the telomeres are substantially shortened and the normal telomere transcription/silencing is disrupted [21].@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "pof3") (:form . "pof3") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "NNS") (:stem . "mutant") (:form . "mutants") (:end . 15)\n (:start . 8) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 19) (:start . 16)\n (:id . 45))\n ((:tag . "NNS") (:stem . "telomere") (:form . 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"disrupted") (:end . 118)\n (:start . 109) (:id . 56))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 120) (:start . 119)\n (:id . 57))\n ((:tag . "CD") (:stem . "21") (:form . "21") (:end . 122) (:start . 120)\n (:id . 58))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 123) (:start . 122)\n (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 124) (:start . 123)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s11.83) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503722@unknown@formal@none@1@S@Another example, gene RPS17B (Figure 2B, D) encodes the ribosomal protein 51 (rp51) of the small (40S) subunit and displays concordant expression in the unaligned data sets as well.@(((:tag . "DT") (:stem . "another") (:form . "Another") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "example") (:form . "example") (:end . 15)\n (:start . 8) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . 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"ribosomal") (:end . 65)\n (:start . 56) (:id . 55))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 73)\n (:start . 66) (:id . 56))\n ((:tag . "CD") (:stem . "51") (:form . "51") (:end . 76) (:start . 74)\n (:id . 57))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 78) (:start . 77)\n (:id . 58))\n ((:tag . "NN") (:stem . "rp51") (:form . "rp51") (:end . 82) (:start . 78)\n (:id . 59))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 83) (:start . 82)\n (:id . 60))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 86) (:start . 84)\n (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 90) (:start . 87)\n (:id . 62))\n ((:tag . "JJ") (:stem . "small") (:form . "small") (:end . 96) (:start . 91)\n (:id . 63))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 98) (:start . 97)\n (:id . 64))\n ((:tag . "NN") (:stem . "40s") (:form . "40S") (:end . 101) (:start . 98)\n (:id . 65))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 102) (:start . 101)\n (:id . 66))\n ((:tag . "NN") (:stem . "subunit") (:form . "subunit") (:end . 110)\n (:start . 103) (:id . 67))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 114) (:start . 111)\n (:id . 68))\n ((:tag . "VBZ") (:stem . "display") (:form . "displays") (:end . 123)\n (:start . 115) (:id . 69))\n ((:tag . "JJ") (:stem . "concordant") (:form . "concordant") (:end . 134)\n (:start . 124) (:id . 70))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 145)\n (:start . 135) (:id . 71))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 148) (:start . 146)\n (:id . 72))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 152) (:start . 149)\n (:id . 73))\n ((:tag . "JJ") (:stem . "unaligned") (:form . "unaligned") (:end . 162)\n (:start . 153) (:id . 74))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 167)\n (:start . 163) (:id . 75))\n ((:tag . "NNS") (:stem . "set") (:form . "sets") (:end . 172) (:start . 168)\n (:id . 76))\n ((:tag . "RB") (:stem . "as") (:form . "as") (:end . 175) (:start . 173)\n (:id . 77))\n ((:tag . "RB") (:stem . "well") (:form . "well") (:end . 180) (:start . 176)\n (:id . 78))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 181) (:start . 180)\n (:id . 79)))@@@1@38@((:identifiers (:sid . :s11.84) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503723@unknown@formal@none@1@S@However, after time warping, the ribosomal protein has identical expression phasing in both yeast species.@(((:tag . "RB") (:stem . "however") (:form . "However") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "IN") (:stem . "after") (:form . "after") (:end . 14) (:start . 9)\n (:id . 44))\n ((:tag . "NN") (:stem . "time") (:form . "time") (:end . 19) (:start . 15)\n (:id . 45))\n ((:tag . "NN") (:stem . "warping") (:form . "warping") (:end . 27)\n (:start . 20) (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 28) (:start . 27)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 32) (:start . 29)\n (:id . 48))\n ((:tag . "JJ") (:stem . "ribosomal") (:form . "ribosomal") (:end . 42)\n (:start . 33) (:id . 49))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 50)\n (:start . 43) (:id . 50))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 54) (:start . 51)\n (:id . 51))\n ((:tag . "JJ") (:stem . "identical") (:form . "identical") (:end . 64)\n (:start . 55) (:id . 52))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 75)\n (:start . 65) (:id . 53))\n ((:tag . "NN") (:stem . "phasing") (:form . "phasing") (:end . 83)\n (:start . 76) (:id . 54))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 86) (:start . 84)\n (:id . 55))\n ((:tag . "CC") (:stem . "both") (:form . "both") (:end . 91) (:start . 87)\n (:id . 56))\n ((:tag . "NN") (:stem . "yeast") (:form . "yeast") (:end . 97) (:start . 92)\n (:id . 57))\n ((:tag . "NNS") (:stem . "specie") (:form . "species") (:end . 105)\n (:start . 98) (:id . 58))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 106) (:start . 105)\n (:id . 59)))@@@1@18@((:identifiers (:sid . :s11.85) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503724@unknown@formal@none@1@S@The majority of other ribosomal genes and genes involved into the ribosome biogenesis also displayed identical phasing of expression in the aligned datasets [see Additional file 1 - Figure S8] (and Figure 3).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "majority") (:form . "majority") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . 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"and") (:form . "and") (:end . 197) (:start . 194)\n (:id . 75))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 204)\n (:start . 198) (:id . 76))\n ((:tag . "CD") (:stem . "3") (:form . "3") (:end . 206) (:start . 205)\n (:id . 77))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 207) (:start . 206)\n (:id . 78))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 208) (:start . 207)\n (:id . 79)))@@@1@38@((:identifiers (:sid . :s11.86) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503725@unknown@formal@none@1@S@Alternative alignment paths and heterochrony@(((:tag . "JJ") (:stem . "alternative") (:form . "Alternative") (:end . 11)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "alignment") (:form . "alignment") (:end . 21)\n (:start . 12) (:id . 43))\n ((:tag . "NNS") (:stem . "path") (:form . "paths") (:end . 27) (:start . 22)\n (:id . 44))\n ((:tag . "CC") (:stem . "and") (:form . 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(:end . 147) (:start . 146)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s11.88) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503727@unknown@formal@none@1@S@This analysis has shown that the majority of concordantly expressed orthologous genes produced pairwise alignment paths similar to the global one (see examples in Figure 2 and Figure 3C).@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "analysis") (:form . "analysis") (:end . 13)\n (:start . 5) (:id . 43))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 17) (:start . 14)\n (:id . 44))\n ((:tag . "VBN") (:stem . "show") (:form . "shown") (:end . 23) (:start . 18)\n (:id . 45))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 28) (:start . 24)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 32) (:start . 29)\n (:id . 47))\n ((:tag . "NN") (:stem . 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"first") (:end . 195)\n (:start . 190) (:id . 72))\n ((:tag . "VBN") (:stem . "propose") (:form . "proposed") (:end . 204)\n (:start . 196) (:id . 73))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 207) (:start . 205)\n (:id . 74))\n ((:tag . "NNP") (:stem . "J.") (:form . "J.") (:end . 210) (:start . 208)\n (:id . 75))\n ((:tag . "NNP") (:stem . "Aach") (:form . "Aach") (:end . 215) (:start . 211)\n (:id . 76))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 219) (:start . 216)\n (:id . 77))\n ((:tag . "NNP") (:stem . "G.") (:form . "G.") (:end . 222) (:start . 220)\n (:id . 78))\n ((:tag . "NNP") (:stem . "Church") (:form . "Church") (:end . 229)\n (:start . 223) (:id . 79))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 231) (:start . 230)\n (:id . 80))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 232) (:start . 231)\n (:id . 81))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 233) (:start . 232)\n (:id . 82))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 234) (:start . 233)\n (:id . 83))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 235) (:start . 234)\n (:id . 84)))@@@1@43@((:hcues ((:id . :x11.91.1) (:span 43 50)))\n (:hscopes ((:id . :x11.91.1) (:span 43 183)))\n (:identifiers (:sid . :s11.91) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503730@unknown@formal@none@1@S@In order to reveal the alternative paths of time warping, all ortholog pairs were aligned one by one, using the Gene-warp program and the resulting individual alignment paths were clustered using k-means clustering with arbitrarily selected number of clusters k = 10 [14] (see Methods section).@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "order") (:form . "order") (:end . 8) (:start . 3)\n (:id . 43))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . 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(:end . 294) (:start . 293)\n (:id . 94)))@@@1@53@((:identifiers (:sid . :s11.92) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503731@unknown@formal@none@1@S@Figure 3 shows "time clusters" produced by the clustering of individual alignment paths.@(((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "CD") (:stem . "3") (:form . "3") (:end . 8) (:start . 7)\n (:id . 43))\n ((:tag . "NNS") (:stem . "show") (:form . "shows") (:end . 14) (:start . 9)\n (:id . 44))\n ((:tag . "``") (:stem . "``") (:form . "“") (:end . 16) (:start . 15)\n (:id . 45))\n ((:tag . "NN") (:stem . "time") (:form . "time") (:end . 20) (:start . 16)\n (:id . 46))\n ((:tag . "NNS") (:stem . "cluster") (:form . "clusters") (:end . 29)\n (:start . 21) (:id . 47))\n ((:tag . "''") (:stem . "''") (:form . "”") (:end . 30) (:start . 29)\n (:id . 48))\n ((:tag . "VBN") (:stem . "produce") (:form . 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(:end . 88) (:start . 87)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s11.93) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503732@unknown@formal@none@1@S@Technically, each time cluster corresponds to a group of individual profile pairs with similar pairwise time warping.@(((:tag . "RB") (:stem . "technically") (:form . "Technically") (:end . 11)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 43))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 17) (:start . 13)\n (:id . 44))\n ((:tag . "NN") (:stem . "time") (:form . "time") (:end . 22) (:start . 18)\n (:id . 45))\n ((:tag . "NN") (:stem . "cluster") (:form . "cluster") (:end . 30)\n (:start . 23) (:id . 46))\n ((:tag . "VBZ") (:stem . "correspond") (:form . "corresponds") (:end . 42)\n (:start . 31) (:id . 47))\n ((:tag . "TO") (:stem . "to") (:form . 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"NNP") (:stem . "C") (:form . "C") (:end . 267) (:start . 266)\n (:id . 86))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 268) (:start . 267)\n (:id . 87))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 269) (:start . 268)\n (:id . 88)))@@@1@47@((:hcues ((:id . :x11.95.1) (:span 234 244)))\n (:hscopes ((:id . :x11.95.1) (:span 186 249)))\n (:identifiers (:sid . :s11.95) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503734@unknown@formal@none@1@S@The concordantly expressed genes (regardless of the phasing of their expression) formed the largest time cluster or the largest synchronization group (Figure 3C, D), containing 518 expression profiles.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "RB") (:stem . "concordantly") (:form . "concordantly") (:end . 16)\n (:start . 4) (:id . 43))\n ((:tag . "VBN") (:stem . "express") (:form . 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(:stem . ".") (:form . ".") (:end . 201) (:start . 200)\n (:id . 76)))@@@1@35@((:identifiers (:sid . :s11.96) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503735@unknown@formal@none@1@S@As expected, the average alignment path of this largest synchronization cluster was close to the global alignment path.@(((:tag . "IN") (:stem . "as") (:form . "As") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBN") (:stem . "expect") (:form . "expected") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 16) (:start . 13)\n (:id . 45))\n ((:tag . "JJ") (:stem . "average") (:form . "average") (:end . 24)\n (:start . 17) (:id . 46))\n ((:tag . "NN") (:stem . "alignment") (:form . "alignment") (:end . 34)\n (:start . 25) (:id . 47))\n ((:tag . "NN") (:stem . "path") (:form . 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(:end . 230) (:start . 229)\n (:id . 75)))@@@1@34@((:identifiers (:sid . :s11.117) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503756@unknown@formal@none@1@S@In this work, comparative analysis of gene expression dynamics has shown that parts of large gene networks (presumably corresponding to time-clusters) maintained substantial temporal synchrony in the course of evolution.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "work") (:form . "work") (:end . 12) (:start . 8)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 13) (:start . 12)\n (:id . 45))\n ((:tag . "JJ") (:stem . "comparative") (:form . "comparative") (:end . 25)\n (:start . 14) (:id . 46))\n ((:tag . "NN") (:stem . "analysis") (:form . 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(:end . 220) (:start . 219)\n (:id . 75)))@@@1@34@((:hcues ((:id . :x11.118.1) (:span 108 118)))\n (:hscopes ((:id . :x11.118.1) (:span 108 149)))\n (:identifiers (:sid . :s11.118) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503757@unknown@formal@none@1@S@The time warping in combination with the path and profile clustering allowed tracing synchronization for some housekeeping, structural and replication genes.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "time") (:form . "time") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "VBG") (:stem . "warp") (:form . "warping") (:end . 16) (:start . 9)\n (:id . 44))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 19) (:start . 17)\n (:id . 45))\n ((:tag . "NN") (:stem . "combination") (:form . "combination") (:end . 31)\n (:start . 20) (:id . 46))\n ((:tag . "IN") (:stem . "with") (:form . 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(:end . 157) (:start . 156)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s11.119) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503758@unknown@formal@none@1@S@However, analysis of regulatory components of cell cycle, such as cyclins, revealed no such synchronization or other shared evolutionary trends (data not shown).@(((:tag . "RB") (:stem . "however") (:form . "However") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "NN") (:stem . "analysis") (:form . "analysis") (:end . 17)\n (:start . 9) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 20) (:start . 18)\n (:id . 45))\n ((:tag . "JJ") (:stem . "regulatory") (:form . "regulatory") (:end . 31)\n (:start . 21) (:id . 46))\n ((:tag . "NNS") (:stem . "component") (:form . "components") (:end . 42)\n (:start . 32) (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . 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(:end . 94) (:start . 93)\n (:id . 56)))@@@1@15@((:hcues ((:id . :x11.121.1) (:span 4 12)))\n (:hscopes ((:id . :x11.121.1) (:span 4 28)))\n (:identifiers (:sid . :s11.121) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503760@unknown@formal@none@1@S@Mathematical strategies, described in the current work, can be applied to comparative analysis of expression data in any pair of organisms, separated by hundreds of millions years of evolution.@(((:tag . "JJ") (:stem . "mathematical") (:form . "Mathematical") (:end . 12)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "strategy") (:form . "strategies") (:end . 23)\n (:start . 13) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 24) (:start . 23)\n (:id . 44))\n ((:tag . "VBN") (:stem . "describe") (:form . "described") (:end . 34)\n (:start . 25) (:id . 45))\n ((:tag . "IN") (:stem . "in") (:form . 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(:end . 193) (:start . 192)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s11.122) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503761@unknown@formal@none@1@S@The following factors may limit the area of application: (i) variability in gene expression under different experimental conditions (synchronization method, [see Additional file 1 - Figure S10 and Table S2]; (ii) strikingly different alternative alignment paths, specific to large group of genes (heterochrony, see Figure 3); (iii) distortion of gene expression profiles as the result of normalization and Gaussian smoothing.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "VBG") (:stem . "follow") (:form . "following") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "NNS") (:stem . "factor") (:form . "factors") (:end . 21)\n (:start . 14) (:id . 44))\n ((:tag . "MD") (:stem . "may") (:form . 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(:end . 229) (:start . 228)\n (:id . 81)))@@@1@40@((:identifiers (:sid . :s11.128) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503767@unknown@formal@none@1@S@Low-level data processing included the following steps: signal-to-noise filtering (SNR), upsampling, Gaussian smoothing and Z-score normalization.@(((:tag . "JJ") (:stem . "low-level") (:form . "Low-level") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 14) (:start . 10)\n (:id . 43))\n ((:tag . "NN") (:stem . "processing") (:form . "processing") (:end . 25)\n (:start . 15) (:id . 44))\n ((:tag . "VBD") (:stem . "include") (:form . "included") (:end . 34)\n (:start . 26) (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 38) (:start . 35)\n (:id . 46))\n ((:tag . "JJ") (:stem . "following") (:form . "following") (:end . 48)\n (:start . 39) (:id . 47))\n ((:tag . "NNS") (:stem . "step") (:form . "steps") (:end . 54) (:start . 49)\n (:id . 48))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 55) (:start . 54)\n (:id . 49))\n ((:tag . "JJ") (:stem . "signal-to-noise") (:form . "signal-to-noise")\n (:end . 71) (:start . 56) (:id . 50))\n ((:tag . "NN") (:stem . "filtering") (:form . "filtering") (:end . 81)\n (:start . 72) (:id . 51))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 83) (:start . 82)\n (:id . 52))\n ((:tag . "NNP") (:stem . "SNR") (:form . "SNR") (:end . 86) (:start . 83)\n (:id . 53))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 87) (:start . 86)\n (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 88) (:start . 87)\n (:id . 55))\n ((:tag . "VBG") (:stem . "upsample") (:form . "upsampling") (:end . 99)\n (:start . 89) (:id . 56))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 100) (:start . 99)\n (:id . 57))\n ((:tag . "JJ") (:stem . "gaussian") (:form . "Gaussian") (:end . 109)\n (:start . 101) (:id . 58))\n ((:tag . "NN") (:stem . "smoothing") (:form . "smoothing") (:end . 119)\n (:start . 110) (:id . 59))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 123) (:start . 120)\n (:id . 60))\n ((:tag . "NN") (:stem . "z-score") (:form . "Z-score") (:end . 131)\n (:start . 124) (:id . 61))\n ((:tag . "NN") (:stem . "normalization") (:form . "normalization")\n (:end . 145) (:start . 132) (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 146) (:start . 145)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s11.129) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503768@unknown@formal@none@1@S@Z-score normalization was done using standard methods [36].@(((:tag . "NNP") (:stem . "Z-score") (:form . "Z-score") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "normalization") (:form . "normalization")\n (:end . 21) (:start . 8) (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 25) (:start . 22)\n (:id . 44))\n ((:tag . "VBN") (:stem . "do") (:form . "done") (:end . 30) (:start . 26)\n (:id . 45))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 36) (:start . 31)\n (:id . 46))\n ((:tag . "JJ") (:stem . "standard") (:form . "standard") (:end . 45)\n (:start . 37) (:id . 47))\n ((:tag . "NNS") (:stem . "method") (:form . "methods") (:end . 53)\n (:start . 46) (:id . 48))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 55) (:start . 54)\n (:id . 49))\n ((:tag . "CD") (:stem . "36") (:form . "36") (:end . 57) (:start . 55)\n (:id . 50))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 58) (:start . 57)\n (:id . 51))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 59) (:start . 58)\n (:id . 52)))@@@1@11@((:identifiers (:sid . :s11.130) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503769@unknown@formal@none@1@S@Upsampling and Gaussian smoothing were performed in order to reduce noise and improve quality of alignments.@(((:tag . "VBG") (:stem . "upsample") (:form . "Upsampling") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 14) (:start . 11)\n (:id . 43))\n ((:tag . "JJ") (:stem . "gaussian") (:form . "Gaussian") (:end . 23)\n (:start . 15) (:id . 44))\n ((:tag . "NN") (:stem . "smoothing") (:form . "smoothing") (:end . 33)\n (:start . 24) (:id . 45))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 38) (:start . 34)\n (:id . 46))\n ((:tag . "VBN") (:stem . "perform") (:form . "performed") (:end . 48)\n (:start . 39) (:id . 47))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 51) (:start . 49)\n (:id . 48))\n ((:tag . "NN") (:stem . "order") (:form . "order") (:end . 57) (:start . 52)\n (:id . 49))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 60) (:start . 58)\n (:id . 50))\n ((:tag . "VB") (:stem . "reduce") (:form . "reduce") (:end . 67)\n (:start . 61) (:id . 51))\n ((:tag . "NN") (:stem . "noise") (:form . "noise") (:end . 73) (:start . 68)\n (:id . 52))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 77) (:start . 74)\n (:id . 53))\n ((:tag . "VB") (:stem . "improve") (:form . "improve") (:end . 85)\n (:start . 78) (:id . 54))\n ((:tag . "NN") (:stem . "quality") (:form . "quality") (:end . 93)\n (:start . 86) (:id . 55))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 96) (:start . 94)\n (:id . 56))\n ((:tag . "NNS") (:stem . "alignment") (:form . "alignments") (:end . 107)\n (:start . 97) (:id . 57))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 108) (:start . 107)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s11.131) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503770@unknown@formal@none@1@S@Upsampling is a standard way of converting analog signals to digital, new sample rate should be at least 2× higher than the highest frequency in the original signal (Nyquist- Shannon sampling theorem).@(((:tag . "NNP") (:stem . "Upsampling") (:form . "Upsampling") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 13) (:start . 11)\n (:id . 43))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 15) (:start . 14)\n (:id . 44))\n ((:tag . "JJ") (:stem . "standard") (:form . "standard") (:end . 24)\n (:start . 16) (:id . 45))\n ((:tag . "NN") (:stem . "way") (:form . "way") (:end . 28) (:start . 25)\n (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 31) (:start . 29)\n (:id . 47))\n ((:tag . 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"JJ") (:stem . "original") (:form . "original") (:end . 157)\n (:start . 149) (:id . 69))\n ((:tag . "NN") (:stem . "signal") (:form . "signal") (:end . 164)\n (:start . 158) (:id . 70))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 166) (:start . 165)\n (:id . 71))\n ((:tag . "NNP") (:stem . "Nyquist-") (:form . "Nyquist-") (:end . 174)\n (:start . 166) (:id . 72))\n ((:tag . "NNP") (:stem . "Shannon") (:form . "Shannon") (:end . 182)\n (:start . 175) (:id . 73))\n ((:tag . "NN") (:stem . "sampling") (:form . "sampling") (:end . 191)\n (:start . 183) (:id . 74))\n ((:tag . "NN") (:stem . "theorem") (:form . "theorem") (:end . 199)\n (:start . 192) (:id . 75))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 200) (:start . 199)\n (:id . 76))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 201) (:start . 200)\n (:id . 77)))@@@1@36@((:hcues ((:id . :x11.132.1) (:span 86 92)))\n (:hscopes ((:id . :x11.132.1) (:span 86 200)))\n (:identifiers (:sid . :s11.132) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503771@unknown@formal@none@1@S@Accordingly, all input datasets (37 time points maximum) were upsampled in this study to 100 time points.@(((:tag . "RB") (:stem . "accordingly") (:form . "Accordingly") (:end . 11)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 43))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 16) (:start . 13)\n (:id . 44))\n ((:tag . "NN") (:stem . "input") (:form . "input") (:end . 22) (:start . 17)\n (:id . 45))\n ((:tag . "NNS") (:stem . "dataset") (:form . "datasets") (:end . 31)\n (:start . 23) (:id . 46))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 33) (:start . 32)\n (:id . 47))\n ((:tag . 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"to") (:end . 88) (:start . 86)\n (:id . 58))\n ((:tag . "CD") (:stem . "100") (:form . "100") (:end . 92) (:start . 89)\n (:id . 59))\n ((:tag . "NN") (:stem . "time") (:form . "time") (:end . 97) (:start . 93)\n (:id . 60))\n ((:tag . "NNS") (:stem . "point") (:form . "points") (:end . 104)\n (:start . 98) (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 105) (:start . 104)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s11.133) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503772@unknown@formal@none@1@S@Gaussian filter was used to remove high frequencies, much higher than frequencies related to the cell cycle, assuming that the high frequencies are noise.@(((:tag . "JJ") (:stem . "gaussian") (:form . "Gaussian") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "filter") (:form . "filter") (:end . 15) (:start . 9)\n (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . 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"VBN") (:stem . "relate") (:form . "related") (:end . 89)\n (:start . 82) (:id . 55))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 92) (:start . 90)\n (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 96) (:start . 93)\n (:id . 57))\n ((:tag . "NN") (:stem . "cell") (:form . "cell") (:end . 101) (:start . 97)\n (:id . 58))\n ((:tag . "NN") (:stem . "cycle") (:form . "cycle") (:end . 107)\n (:start . 102) (:id . 59))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 108) (:start . 107)\n (:id . 60))\n ((:tag . "VBG") (:stem . "assume") (:form . "assuming") (:end . 117)\n (:start . 109) (:id . 61))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 122) (:start . 118)\n (:id . 62))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 126) (:start . 123)\n (:id . 63))\n ((:tag . "JJ") (:stem . "high") (:form . "high") (:end . 131) (:start . 127)\n (:id . 64))\n ((:tag . "NNS") (:stem . "frequency") (:form . "frequencies") (:end . 143)\n (:start . 132) (:id . 65))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 147) (:start . 144)\n (:id . 66))\n ((:tag . "NN") (:stem . "noise") (:form . "noise") (:end . 153)\n (:start . 148) (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 154) (:start . 153)\n (:id . 68)))@@@1@27@((:hcues ((:id . :x11.134.1) (:span 109 117)))\n (:hscopes ((:id . :x11.134.1) (:span 109 153)))\n (:identifiers (:sid . :s11.134) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503773@unknown@formal@none@1@S@Together, upsampling and Gaussian filtering might have effects similar to the interpolated time warping described earlier [1].@(((:tag . "RB") (:stem . "together") (:form . "Together") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 9) (:start . 8) (:id . 43))\n ((:tag . "JJ") (:stem . "upsampling") (:form . "upsampling") (:end . 20)\n (:start . 10) (:id . 44))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 24) (:start . 21)\n (:id . 45))\n ((:tag . "JJ") (:stem . "gaussian") (:form . "Gaussian") (:end . 33)\n (:start . 25) (:id . 46))\n ((:tag . "NN") (:stem . "filtering") (:form . "filtering") (:end . 43)\n (:start . 34) (:id . 47))\n ((:tag . "MD") (:stem . "might") (:form . "might") (:end . 49) (:start . 44)\n (:id . 48))\n ((:tag . "VB") (:stem . "have") (:form . "have") (:end . 54) (:start . 50)\n (:id . 49))\n ((:tag . "NNS") (:stem . "effect") (:form . "effects") (:end . 62)\n (:start . 55) (:id . 50))\n ((:tag . "JJ") (:stem . "similar") (:form . "similar") (:end . 70)\n (:start . 63) (:id . 51))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 73) (:start . 71)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 77) (:start . 74)\n (:id . 53))\n ((:tag . "JJ") (:stem . "interpolated") (:form . "interpolated") (:end . 90)\n (:start . 78) (:id . 54))\n ((:tag . "NN") (:stem . "time") (:form . "time") (:end . 95) (:start . 91)\n (:id . 55))\n ((:tag . "VBG") (:stem . "warp") (:form . "warping") (:end . 103)\n (:start . 96) (:id . 56))\n ((:tag . "VBN") (:stem . "describe") (:form . "described") (:end . 113)\n (:start . 104) (:id . 57))\n ((:tag . "RBR") (:stem . "earlier") (:form . "earlier") (:end . 121)\n (:start . 114) (:id . 58))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 123) (:start . 122)\n (:id . 59))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 124) (:start . 123)\n (:id . 60))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 125) (:start . 124)\n (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 126) (:start . 125)\n (:id . 62)))@@@1@21@((:hcues ((:id . :x11.135.1) (:span 44 49)))\n (:hscopes ((:id . :x11.135.1) (:span 44 121)))\n (:identifiers (:sid . :s11.135) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503774@unknown@formal@none@1@S@Attempts to filter out non-periodic profiles using Fourier methods [10] eliminated too many profiles with high variance, which is not surprising given very small number of periods in the microarray data (~2.5).@(((:tag . "NNS") (:stem . "attempt") (:form . "Attempts") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 11) (:start . 9)\n (:id . 43))\n ((:tag . "VB") (:stem . "filter") (:form . "filter") (:end . 18)\n (:start . 12) (:id . 44))\n ((:tag . "RP") (:stem . "out") (:form . "out") (:end . 22) (:start . 19)\n (:id . 45))\n ((:tag . "JJ") (:stem . "non-periodic") (:form . "non-periodic") (:end . 35)\n (:start . 23) (:id . 46))\n ((:tag . "NNS") (:stem . "profile") (:form . "profiles") (:end . 44)\n (:start . 36) (:id . 47))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 50) (:start . 45)\n (:id . 48))\n ((:tag . "JJR") (:stem . "fouri") (:form . "Fourier") (:end . 58)\n (:start . 51) (:id . 49))\n ((:tag . "NNS") (:stem . "method") (:form . "methods") (:end . 66)\n (:start . 59) (:id . 50))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 68) (:start . 67)\n (:id . 51))\n ((:tag . "CD") (:stem . "10") (:form . "10") (:end . 70) (:start . 68)\n (:id . 52))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 71) (:start . 70)\n (:id . 53))\n ((:tag . "VBD") (:stem . "eliminate") (:form . "eliminated") (:end . 82)\n (:start . 72) (:id . 54))\n ((:tag . "RB") (:stem . "too") (:form . "too") (:end . 86) (:start . 83)\n (:id . 55))\n ((:tag . "JJ") (:stem . "many") (:form . "many") (:end . 91) (:start . 87)\n (:id . 56))\n ((:tag . "NNS") (:stem . "profile") (:form . "profiles") (:end . 100)\n (:start . 92) (:id . 57))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 105) (:start . 101)\n (:id . 58))\n ((:tag . "JJ") (:stem . "high") (:form . "high") (:end . 110) (:start . 106)\n (:id . 59))\n ((:tag . "NN") (:stem . "variance") (:form . "variance") (:end . 119)\n (:start . 111) (:id . 60))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 120) (:start . 119)\n (:id . 61))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 126)\n (:start . 121) (:id . 62))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 129) (:start . 127)\n (:id . 63))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 133) (:start . 130)\n (:id . 64))\n ((:tag . "JJ") (:stem . "surprising") (:form . "surprising") (:end . 144)\n (:start . 134) (:id . 65))\n ((:tag . "VBN") (:stem . "give") (:form . "given") (:end . 150)\n (:start . 145) (:id . 66))\n ((:tag . "RB") (:stem . "very") (:form . "very") (:end . 155) (:start . 151)\n (:id . 67))\n ((:tag . "JJ") (:stem . "small") (:form . "small") (:end . 161)\n (:start . 156) (:id . 68))\n ((:tag . "NN") (:stem . "number") (:form . "number") (:end . 168)\n (:start . 162) (:id . 69))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 171) (:start . 169)\n (:id . 70))\n ((:tag . "NNS") (:stem . "period") (:form . "periods") (:end . 179)\n (:start . 172) (:id . 71))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 182) (:start . 180)\n (:id . 72))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 186) (:start . 183)\n (:id . 73))\n ((:tag . "NN") (:stem . "microarray") (:form . "microarray") (:end . 197)\n (:start . 187) (:id . 74))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 202)\n (:start . 198) (:id . 75))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 204) (:start . 203)\n (:id . 76))\n ((:tag . "CD") (:stem . "~2.5") (:form . "~2.5") (:end . 208) (:start . 204)\n (:id . 77))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 209) (:start . 208)\n (:id . 78))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 210) (:start . 209)\n (:id . 79)))@@@1@38@((:identifiers (:sid . :s11.136) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503775@unknown@formal@none@1@S@Therefore, Fourier filter was replaced by signal-to-noise filter (SNR) [see Additional file 1 - Figure S1].@(((:tag . "RB") (:stem . "therefore") (:form . "Therefore") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 10) (:start . 9)\n (:id . 43))\n ((:tag . "JJR") (:stem . "fouri") (:form . "Fourier") (:end . 18)\n (:start . 11) (:id . 44))\n ((:tag . "NN") (:stem . "filter") (:form . "filter") (:end . 25)\n (:start . 19) (:id . 45))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 29) (:start . 26)\n (:id . 46))\n ((:tag . "VBN") (:stem . "replace") (:form . "replaced") (:end . 38)\n (:start . 30) (:id . 47))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 41) (:start . 39)\n (:id . 48))\n ((:tag . "JJ") (:stem . "signal-to-noise") (:form . "signal-to-noise")\n (:end . 57) (:start . 42) (:id . 49))\n ((:tag . "NN") (:stem . "filter") (:form . "filter") (:end . 64)\n (:start . 58) (:id . 50))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 66) (:start . 65)\n (:id . 51))\n ((:tag . "NNP") (:stem . "SNR") (:form . "SNR") (:end . 69) (:start . 66)\n (:id . 52))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 70) (:start . 69)\n (:id . 53))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 72) (:start . 71)\n (:id . 54))\n ((:tag . "VB") (:stem . "see") (:form . "see") (:end . 75) (:start . 72)\n (:id . 55))\n ((:tag . "JJ") (:stem . "additional") (:form . "Additional") (:end . 86)\n (:start . 76) (:id . 56))\n ((:tag . "NN") (:stem . "file") (:form . "file") (:end . 91) (:start . 87)\n (:id . 57))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 93) (:start . 92)\n (:id . 58))\n ((:tag . "HYPH") (:stem . "-") (:form . "-") (:end . 95) (:start . 94)\n (:id . 59))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 102)\n (:start . 96) (:id . 60))\n ((:tag . "NNP") (:stem . "S1") (:form . "S1") (:end . 105) (:start . 103)\n (:id . 61))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 106) (:start . 105)\n (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 107) (:start . 106)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s11.137) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503776@unknown@formal@none@1@S@Original SNR filter based on non-parametric statistics has been designed for the analysis of microarray time series data, which lacks biological replicates.@(((:tag . "JJ") (:stem . "original") (:form . "Original") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "SNR") (:form . "SNR") (:end . 12) (:start . 9)\n (:id . 43))\n ((:tag . "NN") (:stem . "filter") (:form . "filter") (:end . 19)\n (:start . 13) (:id . 44))\n ((:tag . "VBN") (:stem . "base") (:form . "based") (:end . 25) (:start . 20)\n (:id . 45))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 28) (:start . 26)\n (:id . 46))\n ((:tag . "JJ") (:stem . "non-parametric") (:form . "non-parametric")\n (:end . 43) (:start . 29) (:id . 47))\n ((:tag . "NNS") (:stem . "statistic") (:form . "statistics") (:end . 54)\n (:start . 44) (:id . 48))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 58) (:start . 55)\n (:id . 49))\n ((:tag . "VBN") (:stem . "be") (:form . "been") (:end . 63) (:start . 59)\n (:id . 50))\n ((:tag . "VBN") (:stem . "design") (:form . "designed") (:end . 72)\n (:start . 64) (:id . 51))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 76) (:start . 73)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 80) (:start . 77)\n (:id . 53))\n ((:tag . "NN") (:stem . "analysis") (:form . "analysis") (:end . 89)\n (:start . 81) (:id . 54))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 92) (:start . 90)\n (:id . 55))\n ((:tag . "NN") (:stem . "microarray") (:form . "microarray") (:end . 103)\n (:start . 93) (:id . 56))\n ((:tag . "NN") (:stem . "time") (:form . "time") (:end . 108) (:start . 104)\n (:id . 57))\n ((:tag . "NN") (:stem . "series") (:form . "series") (:end . 115)\n (:start . 109) (:id . 58))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 120)\n (:start . 116) (:id . 59))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 121) (:start . 120)\n (:id . 60))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 127)\n (:start . 122) (:id . 61))\n ((:tag . "VBZ") (:stem . "lack") (:form . "lacks") (:end . 133)\n (:start . 128) (:id . 62))\n ((:tag . "JJ") (:stem . "biological") (:form . "biological") (:end . 144)\n (:start . 134) (:id . 63))\n ((:tag . "NNS") (:stem . "replicate") (:form . "replicates") (:end . 155)\n (:start . 145) (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 156) (:start . 155)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s11.138) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503777@unknown@formal@none@1@S@Consider local point-to-point variation Δx between the neighboring time points i and i+1 in jth expression profile:@(((:tag . "VB") (:stem . "consider") (:form . "Consider") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "JJ") (:stem . "local") (:form . "local") (:end . 14) (:start . 9)\n (:id . 43))\n ((:tag . "JJ") (:stem . "point-to-point") (:form . "point-to-point")\n (:end . 29) (:start . 15) (:id . 44))\n ((:tag . "NN") (:stem . "variation") (:form . "variation") (:end . 39)\n (:start . 30) (:id . 45))\n ((:tag . "NNP") (:stem . "Δx") (:form . "Δx") (:end . 42) (:start . 40)\n (:id . 46))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 50)\n (:start . 43) (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 54) (:start . 51)\n (:id . 48))\n ((:tag . "JJ") (:stem . "neighboring") (:form . "neighboring") (:end . 66)\n (:start . 55) (:id . 49))\n ((:tag . "NN") (:stem . "time") (:form . "time") (:end . 71) (:start . 67)\n (:id . 50))\n ((:tag . "NNS") (:stem . "point") (:form . "points") (:end . 78)\n (:start . 72) (:id . 51))\n ((:tag . "NNP") (:stem . "i") (:form . "i") (:end . 80) (:start . 79)\n (:id . 52))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 84) (:start . 81)\n (:id . 53))\n ((:tag . "NN") (:stem . "i+1") (:form . "i+1") (:end . 88) (:start . 85)\n (:id . 54))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 91) (:start . 89)\n (:id . 55))\n ((:tag . "NN") (:stem . "jth") (:form . "jth") (:end . 95) (:start . 92)\n (:id . 56))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 106)\n (:start . 96) (:id . 57))\n ((:tag . "NN") (:stem . "profile") (:form . "profile") (:end . 114)\n (:start . 107) (:id . 58))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 115) (:start . 114)\n (:id . 59)))@@@1@18@((:identifiers (:sid . :s11.139) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503778@unknown@formal@none@1@S@If the variance , the noise is high and the profile (probe) needs to be excluded from consideration (see additional file 1).@(((:tag . "IN") (:stem . "if") (:form . "If") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "variance") (:form . "variance") (:end . 15)\n (:start . 7) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 17) (:start . 16)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 21) (:start . 18)\n (:id . 46))\n ((:tag . "NN") (:stem . "noise") (:form . "noise") (:end . 27) (:start . 22)\n (:id . 47))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 30) (:start . 28)\n (:id . 48))\n ((:tag . "JJ") (:stem . "high") (:form . "high") (:end . 35) (:start . 31)\n (:id . 49))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 39) (:start . 36)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 43) (:start . 40)\n (:id . 51))\n ((:tag . "NN") (:stem . "profile") (:form . "profile") (:end . 51)\n (:start . 44) (:id . 52))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 53) (:start . 52)\n (:id . 53))\n ((:tag . "NN") (:stem . "probe") (:form . "probe") (:end . 58) (:start . 53)\n (:id . 54))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 59) (:start . 58)\n (:id . 55))\n ((:tag . "VBZ") (:stem . "need") (:form . "needs") (:end . 65) (:start . 60)\n (:id . 56))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 68) (:start . 66)\n (:id . 57))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 71) (:start . 69)\n (:id . 58))\n ((:tag . "VBN") (:stem . "exclude") (:form . "excluded") (:end . 80)\n (:start . 72) (:id . 59))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 85) (:start . 81)\n (:id . 60))\n ((:tag . "NN") (:stem . "consideration") (:form . "consideration")\n (:end . 99) (:start . 86) (:id . 61))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 101) (:start . 100)\n (:id . 62))\n ((:tag . "VB") (:stem . "see") (:form . "see") (:end . 104) (:start . 101)\n (:id . 63))\n ((:tag . "JJ") (:stem . "additional") (:form . "additional") (:end . 115)\n (:start . 105) (:id . 64))\n ((:tag . "NN") (:stem . "file") (:form . "file") (:end . 120) (:start . 116)\n (:id . 65))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 122) (:start . 121)\n (:id . 66))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 123) (:start . 122)\n (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 124) (:start . 123)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s11.140) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503779@unknown@formal@none@1@S@Each expression profile in every data set was scored using the following log- ratio:@(((:tag . "DT") (:stem . "each") (:form . "Each") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 15)\n (:start . 5) (:id . 43))\n ((:tag . "NN") (:stem . "profile") (:form . "profile") (:end . 23)\n (:start . 16) (:id . 44))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 26) (:start . 24)\n (:id . 45))\n ((:tag . "DT") (:stem . "every") (:form . "every") (:end . 32) (:start . 27)\n (:id . 46))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 37) (:start . 33)\n (:id . 47))\n ((:tag . "NN") (:stem . "set") (:form . "set") (:end . 41) (:start . 38)\n (:id . 48))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 45) (:start . 42)\n (:id . 49))\n ((:tag . "VBN") (:stem . "score") (:form . "scored") (:end . 52)\n (:start . 46) (:id . 50))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 58) (:start . 53)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 62) (:start . 59)\n (:id . 52))\n ((:tag . "VBG") (:stem . "follow") (:form . "following") (:end . 72)\n (:start . 63) (:id . 53))\n ((:tag . "JJ") (:stem . "log-") (:form . "log-") (:end . 77) (:start . 73)\n (:id . 54))\n ((:tag . "NN") (:stem . "ratio") (:form . "ratio") (:end . 83) (:start . 78)\n (:id . 55))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 84) (:start . 83)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s11.141) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503780@unknown@formal@none@1@S@In this formula, σ2(Αx) (pseudocount) is the average variance of the point-to point variation (noise) taken for all profiles of the entire data set (see eq. S1-S6 in the additional file 1).@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "formula") (:form . "formula") (:end . 15)\n (:start . 8) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 16) (:start . 15)\n (:id . 45))\n ((:tag . "FW") (:stem . "σ2(Αx)") (:form . "σ2(Αx)") (:end . 23)\n (:start . 17) (:id . 46))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 25) (:start . 24)\n (:id . 47))\n ((:tag . "NN") (:stem . "pseudocount") (:form . "pseudocount") (:end . 36)\n (:start . 25) (:id . 48))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 37) (:start . 36)\n (:id . 49))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 40) (:start . 38)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 44) (:start . 41)\n (:id . 51))\n ((:tag . "JJ") (:stem . "average") (:form . "average") (:end . 52)\n (:start . 45) (:id . 52))\n ((:tag . "NN") (:stem . "variance") (:form . "variance") (:end . 61)\n (:start . 53) (:id . 53))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 64) (:start . 62)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 68) (:start . 65)\n (:id . 55))\n ((:tag . "JJ") (:stem . "point-to") (:form . "point-to") (:end . 77)\n (:start . 69) (:id . 56))\n ((:tag . "NN") (:stem . "point") (:form . "point") (:end . 83) (:start . 78)\n (:id . 57))\n ((:tag . "NN") (:stem . "variation") (:form . "variation") (:end . 93)\n (:start . 84) (:id . 58))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 95) (:start . 94)\n (:id . 59))\n ((:tag . "NN") (:stem . "noise") (:form . "noise") (:end . 100) (:start . 95)\n (:id . 60))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 101) (:start . 100)\n (:id . 61))\n ((:tag . "VBN") (:stem . "take") (:form . "taken") (:end . 107)\n (:start . 102) (:id . 62))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 111) (:start . 108)\n (:id . 63))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 115) (:start . 112)\n (:id . 64))\n ((:tag . "NNS") (:stem . "profile") (:form . "profiles") (:end . 124)\n (:start . 116) (:id . 65))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 127) (:start . 125)\n (:id . 66))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 131) (:start . 128)\n (:id . 67))\n ((:tag . "JJ") (:stem . "entire") (:form . "entire") (:end . 138)\n (:start . 132) (:id . 68))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 143)\n (:start . 139) (:id . 69))\n ((:tag . "NN") (:stem . "set") (:form . "set") (:end . 147) (:start . 144)\n (:id . 70))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 149) (:start . 148)\n (:id . 71))\n ((:tag . "VB") (:stem . "see") (:form . "see") (:end . 152) (:start . 149)\n (:id . 72))\n ((:tag . "NN") (:stem . "eq.") (:form . "eq.") (:end . 156) (:start . 153)\n (:id . 73))\n ((:tag . "NN") (:stem . "s1-s6") (:form . "S1-S6") (:end . 162)\n (:start . 157) (:id . 74))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 165) (:start . 163)\n (:id . 75))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 169) (:start . 166)\n (:id . 76))\n ((:tag . "JJ") (:stem . "additional") (:form . "additional") (:end . 180)\n (:start . 170) (:id . 77))\n ((:tag . "NN") (:stem . "file") (:form . "file") (:end . 185) (:start . 181)\n (:id . 78))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 187) (:start . 186)\n (:id . 79))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 188) (:start . 187)\n (:id . 80))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 189) (:start . 188)\n (:id . 81)))@@@1@40@((:identifiers (:sid . :s11.142) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503781@unknown@formal@none@1@S@Similarity matrices and Time warping@(((:tag . "NN") (:stem . "similarity") (:form . "Similarity") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "matrix") (:form . "matrices") (:end . 19)\n (:start . 11) (:id . 43))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 23) (:start . 20)\n (:id . 44))\n ((:tag . "NNP") (:stem . "Time") (:form . "Time") (:end . 28) (:start . 24)\n (:id . 45))\n ((:tag . "VBG") (:stem . "warp") (:form . "warping") (:end . 36)\n (:start . 29) (:id . 46)))@@@1@5@((:identifiers (:sid . :s11.143) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5503782@unknown@formal@none@1@S@Euclidean similarity matrices take into account only the levels of gene expression at a given time point [1].@(((:tag . "JJ") (:stem . "euclidean") (:form . "Euclidean") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "similarity") (:form . "similarity") (:end . 20)\n (:start . 10) (:id . 43))\n ((:tag . "NNS") (:stem . "matrix") (:form . "matrices") (:end . 29)\n (:start . 21) (:id . 44))\n ((:tag . "VBP") (:stem . "take") (:form . "take") (:end . 34) (:start . 30)\n (:id . 45))\n ((:tag . "IN") (:stem . "into") (:form . "into") (:end . 39) (:start . 35)\n (:id . 46))\n ((:tag . "NN") (:stem . "account") (:form . "account") (:end . 47)\n (:start . 40) (:id . 47))\n ((:tag . "RB") (:stem . "only") (:form . "only") (:end . 52) (:start . 48)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 56) (:start . 53)\n (:id . 49))\n ((:tag . "NNS") (:stem . "level") (:form . "levels") (:end . 63)\n (:start . 57) (:id . 50))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 66) (:start . 64)\n (:id . 51))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 71) (:start . 67)\n (:id . 52))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 82)\n (:start . 72) (:id . 53))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 85) (:start . 83)\n (:id . 54))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 87) (:start . 86)\n (:id . 55))\n ((:tag . "VBN") (:stem . "give") (:form . "given") (:end . 93) (:start . 88)\n (:id . 56))\n ((:tag . "NN") (:stem . "time") (:form . "time") (:end . 98) (:start . 94)\n (:id . 57))\n ((:tag . "NN") (:stem . "point") (:form . "point") (:end . 104) (:start . 99)\n (:id . 58))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 106) (:start . 105)\n (:id . 59))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 107) (:start . 106)\n (:id . 60))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 108) (:start . 107)\n (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 109) (:start . 108)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s11.144) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503783@unknown@formal@none@1@S@We found that this commonly used method failed in the case of alignment between S. cerevisiae and S. pombe [see Additional file 1 - Figure S2].@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "find") (:form . "found") (:end . 8) (:start . 3)\n (:id . 43))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 13) (:start . 9)\n (:id . 44))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 18) (:start . 14)\n (:id . 45))\n ((:tag . "RB") (:stem . "commonly") (:form . "commonly") (:end . 27)\n (:start . 19) (:id . 46))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 32) (:start . 28)\n (:id . 47))\n ((:tag . "NN") (:stem . "method") (:form . "method") (:end . 39)\n (:start . 33) (:id . 48))\n ((:tag . "VBD") (:stem . "fail") (:form . "failed") (:end . 46) (:start . 40)\n (:id . 49))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 49) (:start . 47)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 53) (:start . 50)\n (:id . 51))\n ((:tag . "NN") (:stem . "case") (:form . "case") (:end . 58) (:start . 54)\n (:id . 52))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 61) (:start . 59)\n (:id . 53))\n ((:tag . "NN") (:stem . "alignment") (:form . "alignment") (:end . 71)\n (:start . 62) (:id . 54))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 79)\n (:start . 72) (:id . 55))\n ((:tag . "FW") (:stem . "s.") (:form . "S.") (:end . 82) (:start . 80)\n (:id . 56))\n ((:tag . "FW") (:stem . "cerevisiae") (:form . "cerevisiae") (:end . 93)\n (:start . 83) (:id . 57))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 97) (:start . 94)\n (:id . 58))\n ((:tag . "FW") (:stem . "s.") (:form . "S.") (:end . 100) (:start . 98)\n (:id . 59))\n ((:tag . "FW") (:stem . "pombe") (:form . "pombe") (:end . 106)\n (:start . 101) (:id . 60))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 108) (:start . 107)\n (:id . 61))\n ((:tag . "VB") (:stem . "see") (:form . "see") (:end . 111) (:start . 108)\n (:id . 62))\n ((:tag . "JJ") (:stem . "additional") (:form . "Additional") (:end . 122)\n (:start . 112) (:id . 63))\n ((:tag . "NN") (:stem . "file") (:form . "file") (:end . 127) (:start . 123)\n (:id . 64))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 129) (:start . 128)\n (:id . 65))\n ((:tag . "HYPH") (:stem . "-") (:form . "-") (:end . 131) (:start . 130)\n (:id . 66))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 138)\n (:start . 132) (:id . 67))\n ((:tag . "NNP") (:stem . "S2") (:form . "S2") (:end . 141) (:start . 139)\n (:id . 68))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 142) (:start . 141)\n (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 143) (:start . 142)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s11.145) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503784@unknown@formal@none@1@S@To improve sensitivity of time warping, we replaced Euclidean matrices by Pearson similarity matrices.@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VB") (:stem . "improve") (:form . "improve") (:end . 10)\n (:start . 3) (:id . 43))\n ((:tag . "NN") (:stem . "sensitivity") (:form . "sensitivity") (:end . 22)\n (:start . 11) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 25) (:start . 23)\n (:id . 45))\n ((:tag . "NN") (:stem . "time") (:form . "time") (:end . 30) (:start . 26)\n (:id . 46))\n ((:tag . "NN") (:stem . "warping") (:form . "warping") (:end . 38)\n (:start . 31) (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 39) (:start . 38)\n (:id . 48))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 42) (:start . 40)\n (:id . 49))\n ((:tag . "VBD") (:stem . "replace") (:form . "replaced") (:end . 51)\n (:start . 43) (:id . 50))\n ((:tag . "JJ") (:stem . "euclidean") (:form . "Euclidean") (:end . 61)\n (:start . 52) (:id . 51))\n ((:tag . "NNS") (:stem . "matrix") (:form . "matrices") (:end . 70)\n (:start . 62) (:id . 52))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 73) (:start . 71)\n (:id . 53))\n ((:tag . "NNP") (:stem . "Pearson") (:form . "Pearson") (:end . 81)\n (:start . 74) (:id . 54))\n ((:tag . "NN") (:stem . "similarity") (:form . "similarity") (:end . 92)\n (:start . 82) (:id . 55))\n ((:tag . "NNS") (:stem . "matrix") (:form . "matrices") (:end . 101)\n (:start . 93) (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 102) (:start . 101)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s11.146) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503785@unknown@formal@none@1@S@Given time window size parameter n, {n ∈ (2N + 1){ one can compute value of the Uncentered Pearson correlation r for a given kth pair of the orthologous profiles a and b at the time points i and j as follows:@(((:tag . "VBN") (:stem . "give") (:form . "Given") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "time") (:form . "time") (:end . 10) (:start . 6)\n (:id . 43))\n ((:tag . "NN") (:stem . "window") (:form . "window") (:end . 17)\n (:start . 11) (:id . 44))\n ((:tag . "NN") (:stem . "size") (:form . "size") (:end . 22) (:start . 18)\n (:id . 45))\n ((:tag . "NN") (:stem . "parameter") (:form . "parameter") (:end . 32)\n (:start . 23) (:id . 46))\n ((:tag . "NN") (:stem . "n") (:form . "n") (:end . 34) (:start . 33)\n (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 35) (:start . 34)\n (:id . 48))\n ((:tag . "NN") (:stem . "{") (:form . "{") (:end . 37) (:start . 36)\n (:id . 49))\n ((:tag . "NN") (:stem . "n") (:form . "n") (:end . 38) (:start . 37)\n (:id . 50))\n ((:tag . "NN") (:stem . "∈") (:form . "∈") (:end . 40) (:start . 39)\n (:id . 51))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 42) (:start . 41)\n (:id . 52))\n ((:tag . "NN") (:stem . "2n") (:form . "2N") (:end . 44) (:start . 42)\n (:id . 53))\n ((:tag . "SYM") (:stem . "+") (:form . "+") (:end . 46) (:start . 45)\n (:id . 54))\n ((:tag . "CD") (:stem . "1){") (:form . "1){") (:end . 50) (:start . 47)\n (:id . 55))\n ((:tag . "PRP") (:stem . "one") (:form . "one") (:end . 54) (:start . 51)\n (:id . 56))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 58) (:start . 55)\n (:id . 57))\n ((:tag . "VB") (:stem . "compute") (:form . "compute") (:end . 66)\n (:start . 59) (:id . 58))\n ((:tag . "NN") (:stem . "value") (:form . "value") (:end . 72) (:start . 67)\n (:id . 59))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 75) (:start . 73)\n (:id . 60))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 79) (:start . 76)\n (:id . 61))\n ((:tag . "NNP") (:stem . "Uncentered") (:form . "Uncentered") (:end . 90)\n (:start . 80) (:id . 62))\n ((:tag . "NNP") (:stem . "Pearson") (:form . "Pearson") (:end . 98)\n (:start . 91) (:id . 63))\n ((:tag . "NN") (:stem . "correlation") (:form . "correlation") (:end . 110)\n (:start . 99) (:id . 64))\n ((:tag . "NN") (:stem . "r") (:form . "r") (:end . 112) (:start . 111)\n (:id . 65))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 116) (:start . 113)\n (:id . 66))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 118) (:start . 117)\n (:id . 67))\n ((:tag . "VBN") (:stem . "give") (:form . "given") (:end . 124)\n (:start . 119) (:id . 68))\n ((:tag . "NN") (:stem . "kth") (:form . "kth") (:end . 128) (:start . 125)\n (:id . 69))\n ((:tag . "NN") (:stem . "pair") (:form . "pair") (:end . 133) (:start . 129)\n (:id . 70))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 136) (:start . 134)\n (:id . 71))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 140) (:start . 137)\n (:id . 72))\n ((:tag . "JJ") (:stem . "orthologous") (:form . "orthologous") (:end . 152)\n (:start . 141) (:id . 73))\n ((:tag . "NNS") (:stem . "profile") (:form . "profiles") (:end . 161)\n (:start . 153) (:id . 74))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 163) (:start . 162)\n (:id . 75))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 167) (:start . 164)\n (:id . 76))\n ((:tag . "NN") (:stem . "b") (:form . "b") (:end . 169) (:start . 168)\n (:id . 77))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 172) (:start . 170)\n (:id . 78))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 176) (:start . 173)\n (:id . 79))\n ((:tag . "NN") (:stem . "time") (:form . "time") (:end . 181) (:start . 177)\n (:id . 80))\n ((:tag . "NNS") (:stem . "point") (:form . "points") (:end . 188)\n (:start . 182) (:id . 81))\n ((:tag . "NNP") (:stem . "i") (:form . "i") (:end . 190) (:start . 189)\n (:id . 82))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 194) (:start . 191)\n (:id . 83))\n ((:tag . "NNP") (:stem . "j") (:form . "j") (:end . 196) (:start . 195)\n (:id . 84))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 199) (:start . 197)\n (:id . 85))\n ((:tag . "VBZ") (:stem . "follow") (:form . "follows") (:end . 207)\n (:start . 200) (:id . 86))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 208) (:start . 207)\n (:id . 87)))@@@1@46@((:identifiers (:sid . :s11.147) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503786@unknown@formal@none@1@S@This procedure returns agreement between segments of the two profiles, each of length n time points, centered on time point i and j correspondingly.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "procedure") (:form . "procedure") (:end . 14)\n (:start . 5) (:id . 43))\n ((:tag . "VBZ") (:stem . "return") (:form . "returns") (:end . 22)\n (:start . 15) (:id . 44))\n ((:tag . "NN") (:stem . "agreement") (:form . "agreement") (:end . 32)\n (:start . 23) (:id . 45))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 40)\n (:start . 33) (:id . 46))\n ((:tag . "NNS") (:stem . "segment") (:form . "segments") (:end . 49)\n (:start . 41) (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 52) (:start . 50)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 56) (:start . 53)\n (:id . 49))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 60) (:start . 57)\n (:id . 50))\n ((:tag . "NNS") (:stem . "profile") (:form . "profiles") (:end . 69)\n (:start . 61) (:id . 51))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 70) (:start . 69)\n (:id . 52))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 75) (:start . 71)\n (:id . 53))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 78) (:start . 76)\n (:id . 54))\n ((:tag . "NN") (:stem . "length") (:form . "length") (:end . 85)\n (:start . 79) (:id . 55))\n ((:tag . "NN") (:stem . "n") (:form . "n") (:end . 87) (:start . 86)\n (:id . 56))\n ((:tag . "NN") (:stem . "time") (:form . "time") (:end . 92) (:start . 88)\n (:id . 57))\n ((:tag . "NNS") (:stem . "point") (:form . "points") (:end . 99)\n (:start . 93) (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 100) (:start . 99)\n (:id . 59))\n ((:tag . "VBN") (:stem . "center") (:form . "centered") (:end . 109)\n (:start . 101) (:id . 60))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 112) (:start . 110)\n (:id . 61))\n ((:tag . "NN") (:stem . "time") (:form . "time") (:end . 117) (:start . 113)\n (:id . 62))\n ((:tag . "NN") (:stem . "point") (:form . "point") (:end . 123)\n (:start . 118) (:id . 63))\n ((:tag . "NN") (:stem . "i") (:form . "i") (:end . 125) (:start . 124)\n (:id . 64))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 129) (:start . 126)\n (:id . 65))\n ((:tag . "NN") (:stem . "j") (:form . "j") (:end . 131) (:start . 130)\n (:id . 66))\n ((:tag . "RB") (:stem . "correspondingly") (:form . "correspondingly")\n (:end . 147) (:start . 132) (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 148) (:start . 147)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s11.148) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503787@unknown@formal@none@1@S@Similarity between the time point i from dataset and the time point j from dataset , for all M pairs of orthologous profiles, was computed as a standard Pearson distance:@(((:tag . "NN") (:stem . "similarity") (:form . "Similarity") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 18)\n (:start . 11) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 22) (:start . 19)\n (:id . 44))\n ((:tag . "NN") (:stem . "time") (:form . "time") (:end . 27) (:start . 23)\n (:id . 45))\n ((:tag . "NN") (:stem . "point") (:form . "point") (:end . 33) (:start . 28)\n (:id . 46))\n ((:tag . "NN") (:stem . "i") (:form . "i") (:end . 35) (:start . 34)\n (:id . 47))\n ((:tag . "IN") (:stem . "from") (:form . 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(:end . 295) (:start . 294)\n (:id . 94)))@@@1@53@((:identifiers (:sid . :s11.150) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503789@unknown@formal@none@1@S@The described method has been implemented in software package GT-Warp.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "VBN") (:stem . "describe") (:form . "described") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "method") (:form . "method") (:end . 20)\n (:start . 14) (:id . 44))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 24) (:start . 21)\n (:id . 45))\n ((:tag . "VBN") (:stem . "be") (:form . "been") (:end . 29) (:start . 25)\n (:id . 46))\n ((:tag . "VBN") (:stem . "implement") (:form . "implemented") (:end . 41)\n (:start . 30) (:id . 47))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 44) (:start . 42)\n (:id . 48))\n ((:tag . "NN") (:stem . "software") (:form . "software") (:end . 53)\n (:start . 45) (:id . 49))\n ((:tag . "NN") (:stem . "package") (:form . "package") (:end . 61)\n (:start . 54) (:id . 50))\n ((:tag . "NNP") (:stem . "GT-Warp") (:form . "GT-Warp") (:end . 69)\n (:start . 62) (:id . 51))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 70) (:start . 69)\n (:id . 52)))@@@1@11@((:identifiers (:sid . :s11.151) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503790@unknown@formal@none@1@S@The package includes the following programs and utilities: "AVF-filer" and "RZ-smooth" are programs for low-level data filtering and processing.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "package") (:form . "package") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "VBZ") (:stem . "include") (:form . "includes") (:end . 20)\n (:start . 12) (:id . 44))\n ((:tag . "DT") (:stem . 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(:end . 144) (:start . 143)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s11.152) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503791@unknown@formal@none@1@S@These programs include common methods such as Fourier analysis, ANOVA, F-test, Gaussian smoothing, resampling, and normalization.@(((:tag . "DT") (:stem . "these") (:form . "These") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "program") (:form . "programs") (:end . 14)\n (:start . 6) (:id . 43))\n ((:tag . "VBP") (:stem . "include") (:form . "include") (:end . 22)\n (:start . 15) (:id . 44))\n ((:tag . "JJ") (:stem . "common") (:form . "common") (:end . 29)\n (:start . 23) (:id . 45))\n ((:tag . "NNS") (:stem . "method") (:form . "methods") (:end . 37)\n (:start . 30) (:id . 46))\n ((:tag . "JJ") (:stem . "such") (:form . "such") (:end . 42) (:start . 38)\n (:id . 47))\n ((:tag . "IN") (:stem . "as") (:form . 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")") (:end . 102) (:start . 101)\n (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 103) (:start . 102)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s11.161) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503800@unknown@formal@none@1@S@The paths were clustered using K-means clustering method, producing 10 temporal clusters using Cluster 3.0 program with default parameter settings [14,37].@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "path") (:form . "paths") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 14) (:start . 10)\n (:id . 44))\n ((:tag . "VBN") (:stem . "cluster") (:form . "clustered") (:end . 24)\n (:start . 15) (:id . 45))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 30) (:start . 25)\n (:id . 46))\n ((:tag . "NNS") (:stem . "k-mean") (:form . 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(:end . 197) (:start . 196)\n (:id . 76)))@@@1@35@((:identifiers (:sid . :s11.163) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503802@unknown@formal@none@1@S@Enrichment of gene ontology terms in the time clusters and subclusters was carried out using GeneMapp 2.0 package [38] [see Additional file 1 - Table S1].@(((:tag . "NNP") (:stem . "Enrichment") (:form . "Enrichment") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 13) (:start . 11)\n (:id . 43))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 18) (:start . 14)\n (:id . 44))\n ((:tag . "NN") (:stem . "ontology") (:form . "ontology") (:end . 27)\n (:start . 19) (:id . 45))\n ((:tag . "NNS") (:stem . "term") (:form . "terms") (:end . 33) (:start . 28)\n (:id . 46))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 36) (:start . 34)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . 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"Table") (:end . 149)\n (:start . 144) (:id . 69))\n ((:tag . "NNP") (:stem . "S1") (:form . "S1") (:end . 152) (:start . 150)\n (:id . 70))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 153) (:start . 152)\n (:id . 71))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 154) (:start . 153)\n (:id . 72)))@@@1@31@((:identifiers (:sid . :s11.164) (:did . :pmc2771023) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503803@unknown@formal@none@1@S@Construction of an annotated corpus to support biomedical information extraction@(((:tag . "NN") (:stem . "construction") (:form . "Construction") (:end . 12)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 15) (:start . 13)\n (:id . 43))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 18) (:start . 16)\n (:id . 44))\n ((:tag . "VBN") (:stem . "annotate") (:form . "annotated") (:end . 28)\n (:start . 19) (:id . 45))\n ((:tag . "NN") (:stem . "corpus") (:form . "corpus") (:end . 35)\n (:start . 29) (:id . 46))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 38) (:start . 36)\n (:id . 47))\n ((:tag . "VB") (:stem . "support") (:form . "support") (:end . 46)\n (:start . 39) (:id . 48))\n ((:tag . "JJ") (:stem . "biomedical") (:form . "biomedical") (:end . 57)\n (:start . 47) (:id . 49))\n ((:tag . "NN") (:stem . "information") (:form . "information") (:end . 69)\n (:start . 58) (:id . 50))\n ((:tag . "NN") (:stem . "extraction") (:form . "extraction") (:end . 80)\n (:start . 70) (:id . 51)))@@@1@10@((:identifiers (:sid . :s12.1) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Title|)))@oe@9-2-2011 5503804@unknown@formal@none@1@S@Abstract@(((:tag . "NN") (:stem . "abstract") (:form . "Abstract") (:end . 8)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s12.2) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5503805@unknown@formal@none@1@S@Background@(((:tag . "NN") (:stem . "background") (:form . "Background") (:end . 10)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s12.3) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5503806@unknown@formal@none@1@S@Information Extraction (IE) is a component of text mining that facilitates knowledge discovery by automatically locating instances of interesting biomedical events from huge document collections.@(((:tag . "NNP") (:stem . "Information") (:form . "Information") (:end . 11)\n (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "Extraction") (:form . "Extraction") (:end . 22)\n (:start . 12) (:id . 43))\n ((:tag . "(") (:stem . "(") (:form . 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"from") (:form . "from") (:end . 168) (:start . 164)\n (:id . 65))\n ((:tag . "JJ") (:stem . "huge") (:form . "huge") (:end . 173) (:start . 169)\n (:id . 66))\n ((:tag . "NN") (:stem . "document") (:form . "document") (:end . 182)\n (:start . 174) (:id . 67))\n ((:tag . "NNS") (:stem . "collection") (:form . "collections") (:end . 194)\n (:start . 183) (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 195) (:start . 194)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s12.4) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503807@unknown@formal@none@1@S@As events are usually centred on verbs and nominalised verbs, understanding the syntactic and semantic behaviour of these words is highly important.@(((:tag . "IN") (:stem . "as") (:form . "As") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 9) (:start . 3)\n (:id . 43))\n ((:tag . "VBP") (:stem . 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"important") (:end . 147)\n (:start . 138) (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 148) (:start . 147)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s12.5) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503808@unknown@formal@none@1@S@Corpora annotated with information concerning this behaviour can constitute a valuable resource in the training of IE components and resources.@(((:tag . "NNP") (:stem . "Corpora") (:form . "Corpora") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "VBD") (:stem . "annotate") (:form . "annotated") (:end . 17)\n (:start . 8) (:id . 43))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 22) (:start . 18)\n (:id . 44))\n ((:tag . "NN") (:stem . "information") (:form . "information") (:end . 34)\n (:start . 23) (:id . 45))\n ((:tag . "VBG") (:stem . "concern") (:form . "concerning") (:end . 45)\n (:start . 35) (:id . 46))\n ((:tag . "DT") (:stem . 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"Results") (:end . 7)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s12.7) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5503810@unknown@formal@none@1@S@We have defined a new scheme for annotating sentence-bound gene regulation events, centred on both verbs and nominalised verbs.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "VBN") (:stem . "define") (:form . "defined") (:end . 15)\n (:start . 8) (:id . 44))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 17) (:start . 16)\n (:id . 45))\n ((:tag . "JJ") (:stem . "new") (:form . "new") (:end . 21) (:start . 18)\n (:id . 46))\n ((:tag . "NN") (:stem . "scheme") (:form . "scheme") (:end . 28)\n (:start . 22) (:id . 47))\n ((:tag . "IN") (:stem . "for") (:form . 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"verbs") (:end . 104) (:start . 99)\n (:id . 58))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 108) (:start . 105)\n (:id . 59))\n ((:tag . "JJ") (:stem . "nominalised") (:form . "nominalised") (:end . 120)\n (:start . 109) (:id . 60))\n ((:tag . "NNS") (:stem . "verb") (:form . "verbs") (:end . 126)\n (:start . 121) (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 127) (:start . 126)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s12.8) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503811@unknown@formal@none@1@S@For each event instance, all participants (arguments) in the same sentence are identified and assigned a semantic role from a rich set of 13 roles tailored to biomedical research articles, together with a biological concept type linked to the Gene Regulation Ontology.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . 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"the") (:end . 242) (:start . 239)\n (:id . 84))\n ((:tag . "NNP") (:stem . "Gene") (:form . "Gene") (:end . 247) (:start . 243)\n (:id . 85))\n ((:tag . "NNP") (:stem . "Regulation") (:form . "Regulation") (:end . 258)\n (:start . 248) (:id . 86))\n ((:tag . "NNP") (:stem . "Ontology") (:form . "Ontology") (:end . 267)\n (:start . 259) (:id . 87))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 268) (:start . 267)\n (:id . 88)))@@@1@47@((:identifiers (:sid . :s12.9) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503812@unknown@formal@none@1@S@To our knowledge, our scheme is unique within the biomedical field in terms of the range of event arguments identified.@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "knowledge") (:form . 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(:end . 205) (:start . 204)\n (:id . 78)))@@@1@37@((:identifiers (:sid . :s12.11) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503814@unknown@formal@none@1@S@A novel method of evaluating various different facets of the annotation task showed that average inter-annotator agreement rates fall within the range of 66% - 90%.@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "novel") (:form . "novel") (:end . 7) (:start . 2)\n (:id . 43))\n ((:tag . "NN") (:stem . "method") (:form . "method") (:end . 14) (:start . 8)\n (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 17) (:start . 15)\n (:id . 45))\n ((:tag . "VBG") (:stem . "evaluate") (:form . "evaluating") (:end . 28)\n (:start . 18) (:id . 46))\n ((:tag . "JJ") (:stem . "various") (:form . "various") (:end . 36)\n (:start . 29) (:id . 47))\n ((:tag . "JJ") (:stem . "different") (:form . 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"agreement") (:end . 122)\n (:start . 113) (:id . 58))\n ((:tag . "NNS") (:stem . "rate") (:form . "rates") (:end . 128)\n (:start . 123) (:id . 59))\n ((:tag . "VBP") (:stem . "fall") (:form . "fall") (:end . 133) (:start . 129)\n (:id . 60))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 140)\n (:start . 134) (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 144) (:start . 141)\n (:id . 62))\n ((:tag . "NN") (:stem . "range") (:form . "range") (:end . 150)\n (:start . 145) (:id . 63))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 153) (:start . 151)\n (:id . 64))\n ((:tag . "CD") (:stem . "66") (:form . "66") (:end . 156) (:start . 154)\n (:id . 65))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 157) (:start . 156)\n (:id . 66))\n ((:tag . "HYPH") (:stem . "-") (:form . "-") (:end . 159) (:start . 158)\n (:id . 67))\n ((:tag . "CD") (:stem . "90") (:form . "90") (:end . 162) (:start . 160)\n (:id . 68))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 163) (:start . 162)\n (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 164) (:start . 163)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s12.12) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503815@unknown@formal@none@1@S@Conclusion@(((:tag . "NN") (:stem . "conclusion") (:form . "Conclusion") (:end . 10)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s12.13) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5503816@unknown@formal@none@1@S@The GREC is a unique resource within the biomedical field, in that it annotates not only core relationships between entities, but also a range of other important details about these relationships, e.g., location, temporal, manner and environmental conditions.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . 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"such") (:form . "such") (:end . 99) (:start . 95)\n (:id . 59))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 102) (:start . 100)\n (:id . 60))\n ((:tag . "JJ") (:stem . "semantic") (:form . "semantic") (:end . 111)\n (:start . 103) (:id . 61))\n ((:tag . "NN") (:stem . "role") (:form . "role") (:end . 116) (:start . 112)\n (:id . 62))\n ((:tag . "NNS") (:stem . "labeller") (:form . "labellers") (:end . 126)\n (:start . 117) (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 127) (:start . 126)\n (:id . 64)))@@@1@23@((:hcues ((:id . :x12.17.1) (:span 52 55)))\n (:hscopes ((:id . :x12.17.1) (:span 41 126)))\n (:identifiers (:sid . :s12.17) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503820@unknown@formal@none@1@S@The corpus and annotation guidelines are freely available for academic purposes.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . 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(:end . 80) (:start . 79)\n (:id . 53)))@@@1@12@((:identifiers (:sid . :s12.18) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503821@unknown@formal@none@1@S@Background@(((:tag . "NN") (:stem . "background") (:form . "Background") (:end . 10)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s12.19) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5503822@unknown@formal@none@1@S@Due to the rapid advances in biomedical research, scientific literature is being published at an ever-increasing rate [1].@(((:tag . "JJ") (:stem . "due") (:form . "Due") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 6) (:start . 4)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 10) (:start . 7)\n (:id . 44))\n ((:tag . "JJ") (:stem . "rapid") (:form . 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(:end . 122) (:start . 121)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s12.20) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503823@unknown@formal@none@1@S@Without automated means, it is difficult for researchers to keep abreast of developments within biomedicine [2-6].@(((:tag . "IN") (:stem . "without") (:form . "Without") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "VBN") (:stem . "automate") (:form . "automated") (:end . 17)\n (:start . 8) (:id . 43))\n ((:tag . "NNS") (:stem . "mean") (:form . "means") (:end . 23) (:start . 18)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 24) (:start . 23)\n (:id . 45))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 27) (:start . 25)\n (:id . 46))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 30) (:start . 28)\n (:id . 47))\n ((:tag . "JJ") (:stem . "difficult") (:form . 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"[") (:end . 109) (:start . 108)\n (:id . 58))\n ((:tag . "CD") (:stem . "2-6") (:form . "2-6") (:end . 112) (:start . 109)\n (:id . 59))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 113) (:start . 112)\n (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 114) (:start . 113)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s12.21) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503824@unknown@formal@none@1@S@Text mining, which is receiving increasing interest within the biomedical field [7,8], enriches text via the addition of semantic metadata, and thus permits tasks such as analysing molecular pathways [9] and semantic searching.@(((:tag . "JJ") (:stem . "text") (:form . "Text") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "mining") (:form . "mining") (:end . 11) (:start . 5)\n (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . 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(:end . 227) (:start . 226)\n (:id . 82)))@@@1@41@((:identifiers (:sid . :s12.22) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503825@unknown@formal@none@1@S@Semantic searching above the level of concepts depends on prior processing to recognise relations or events in texts, which is carried out by information extraction (IE) systems.@(((:tag . "JJ") (:stem . "semantic") (:form . "Semantic") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "searching") (:form . "searching") (:end . 18)\n (:start . 9) (:id . 43))\n ((:tag . "IN") (:stem . "above") (:form . "above") (:end . 24) (:start . 19)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 28) (:start . 25)\n (:id . 45))\n ((:tag . "NN") (:stem . "level") (:form . "level") (:end . 34) (:start . 29)\n (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 37) (:start . 35)\n (:id . 47))\n ((:tag . "NNS") (:stem . "concept") (:form . "concepts") (:end . 46)\n (:start . 38) (:id . 48))\n ((:tag . "VBZ") (:stem . "depend") (:form . "depends") (:end . 54)\n (:start . 47) (:id . 49))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 57) (:start . 55)\n (:id . 50))\n ((:tag . "JJ") (:stem . "prior") (:form . "prior") (:end . 63) (:start . 58)\n (:id . 51))\n ((:tag . "NN") (:stem . "processing") (:form . "processing") (:end . 74)\n (:start . 64) (:id . 52))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 77) (:start . 75)\n (:id . 53))\n ((:tag . "VB") (:stem . "recognise") (:form . "recognise") (:end . 87)\n (:start . 78) (:id . 54))\n ((:tag . "NNS") (:stem . "relation") (:form . "relations") (:end . 97)\n (:start . 88) (:id . 55))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 100) (:start . 98)\n (:id . 56))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 107)\n (:start . 101) (:id . 57))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 110) (:start . 108)\n (:id . 58))\n ((:tag . "NNS") (:stem . "text") (:form . "texts") (:end . 116)\n (:start . 111) (:id . 59))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 117) (:start . 116)\n (:id . 60))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 123)\n (:start . 118) (:id . 61))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 126) (:start . 124)\n (:id . 62))\n ((:tag . "VBN") (:stem . "carry") (:form . "carried") (:end . 134)\n (:start . 127) (:id . 63))\n ((:tag . "RP") (:stem . "out") (:form . "out") (:end . 138) (:start . 135)\n (:id . 64))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 141) (:start . 139)\n (:id . 65))\n ((:tag . "NN") (:stem . "information") (:form . "information") (:end . 153)\n (:start . 142) (:id . 66))\n ((:tag . "NN") (:stem . "extraction") (:form . "extraction") (:end . 164)\n (:start . 154) (:id . 67))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 166) (:start . 165)\n (:id . 68))\n ((:tag . "NNP") (:stem . "IE") (:form . "IE") (:end . 168) (:start . 166)\n (:id . 69))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 169) (:start . 168)\n (:id . 70))\n ((:tag . "NNS") (:stem . "system") (:form . "systems") (:end . 177)\n (:start . 170) (:id . 71))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 178) (:start . 177)\n (:id . 72)))@@@1@31@((:identifiers (:sid . :s12.23) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503826@unknown@formal@none@1@S@Due to domain-specific features of texts and the types of events to be recognised, IE systems must be adapted to deal with specific domains.@(((:tag . "JJ") (:stem . "due") (:form . "Due") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 6) (:start . 4)\n (:id . 43))\n ((:tag . "JJ") (:stem . "domain-specific") (:form . "domain-specific")\n (:end . 22) (:start . 7) (:id . 44))\n ((:tag . "NNS") (:stem . "feature") (:form . "features") (:end . 31)\n (:start . 23) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 34) (:start . 32)\n (:id . 46))\n ((:tag . "NNS") (:stem . "text") (:form . "texts") (:end . 40) (:start . 35)\n (:id . 47))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 44) (:start . 41)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 48) (:start . 45)\n (:id . 49))\n ((:tag . "NNS") (:stem . "type") (:form . "types") (:end . 54) (:start . 49)\n (:id . 50))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 57) (:start . 55)\n (:id . 51))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 64)\n (:start . 58) (:id . 52))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 67) (:start . 65)\n (:id . 53))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 70) (:start . 68)\n (:id . 54))\n ((:tag . "VBN") (:stem . "recognise") (:form . "recognised") (:end . 81)\n (:start . 71) (:id . 55))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 82) (:start . 81)\n (:id . 56))\n ((:tag . "JJ") (:stem . "ie") (:form . "IE") (:end . 85) (:start . 83)\n (:id . 57))\n ((:tag . "NNS") (:stem . "system") (:form . "systems") (:end . 93)\n (:start . 86) (:id . 58))\n ((:tag . "MD") (:stem . "must") (:form . "must") (:end . 98) (:start . 94)\n (:id . 59))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 101) (:start . 99)\n (:id . 60))\n ((:tag . "VBN") (:stem . "adapt") (:form . "adapted") (:end . 109)\n (:start . 102) (:id . 61))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 112) (:start . 110)\n (:id . 62))\n ((:tag . "VB") (:stem . "deal") (:form . "deal") (:end . 117) (:start . 113)\n (:id . 63))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 122) (:start . 118)\n (:id . 64))\n ((:tag . "JJ") (:stem . "specific") (:form . "specific") (:end . 131)\n (:start . 123) (:id . 65))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 139)\n (:start . 132) (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 140) (:start . 139)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s12.24) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503827@unknown@formal@none@1@S@A well-established method of carrying out this adaptation is through training using annotated corpora (e.g., [10-12]).@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "well-established") (:form . "well-established")\n (:end . 18) (:start . 2) (:id . 43))\n ((:tag . "NN") (:stem . "method") (:form . "method") (:end . 25)\n (:start . 19) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 28) (:start . 26)\n (:id . 45))\n ((:tag . "VBG") (:stem . "carry") (:form . "carrying") (:end . 37)\n (:start . 29) (:id . 46))\n ((:tag . "RP") (:stem . "out") (:form . "out") (:end . 41) (:start . 38)\n (:id . 47))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 46) (:start . 42)\n (:id . 48))\n ((:tag . "NN") (:stem . "adaptation") (:form . "adaptation") (:end . 57)\n (:start . 47) (:id . 49))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 60) (:start . 58)\n (:id . 50))\n ((:tag . "IN") (:stem . "through") (:form . "through") (:end . 68)\n (:start . 61) (:id . 51))\n ((:tag . "NN") (:stem . "training") (:form . "training") (:end . 77)\n (:start . 69) (:id . 52))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 83) (:start . 78)\n (:id . 53))\n ((:tag . "VBN") (:stem . "annotate") (:form . "annotated") (:end . 93)\n (:start . 84) (:id . 54))\n ((:tag . "NN") (:stem . "corpora") (:form . "corpora") (:end . 101)\n (:start . 94) (:id . 55))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 103) (:start . 102)\n (:id . 56))\n ((:tag . "FW") (:stem . "e.g.") (:form . "e.g.") (:end . 107) (:start . 103)\n (:id . 57))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 108) (:start . 107)\n (:id . 58))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 110) (:start . 109)\n (:id . 59))\n ((:tag . "CD") (:stem . "10-12") (:form . "10-12") (:end . 115)\n (:start . 110) (:id . 60))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 116) (:start . 115)\n (:id . 61))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 117) (:start . 116)\n (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 118) (:start . 117)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s12.25) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503828@unknown@formal@none@1@S@Our work has been concerned with the development of such a corpus for the biomedical field, the Gene Regulation Event Corpus (GREC), consisting of MEDLINE abstracts semantically annotated with event information.@(((:tag . "PRP$") (:stem . "our") (:form . "Our") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "work") (:form . "work") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 12) (:start . 9)\n (:id . 44))\n ((:tag . "VBN") (:stem . "be") (:form . "been") (:end . 17) (:start . 13)\n (:id . 45))\n ((:tag . "VBN") (:stem . "concern") (:form . "concerned") (:end . 27)\n (:start . 18) (:id . 46))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 32) (:start . 28)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 36) (:start . 33)\n (:id . 48))\n ((:tag . "NN") (:stem . "development") (:form . "development") (:end . 48)\n (:start . 37) (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 51) (:start . 49)\n (:id . 50))\n ((:tag . "JJ") (:stem . "such") (:form . "such") (:end . 56) (:start . 52)\n (:id . 51))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 58) (:start . 57)\n (:id . 52))\n ((:tag . "NN") (:stem . "corpus") (:form . "corpus") (:end . 65)\n (:start . 59) (:id . 53))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 69) (:start . 66)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 73) (:start . 70)\n (:id . 55))\n ((:tag . "JJ") (:stem . "biomedical") (:form . "biomedical") (:end . 84)\n (:start . 74) (:id . 56))\n ((:tag . "NN") (:stem . "field") (:form . "field") (:end . 90) (:start . 85)\n (:id . 57))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 91) (:start . 90)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 95) (:start . 92)\n (:id . 59))\n ((:tag . "NNP") (:stem . "Gene") (:form . "Gene") (:end . 100) (:start . 96)\n (:id . 60))\n ((:tag . "NNP") (:stem . "Regulation") (:form . "Regulation") (:end . 111)\n (:start . 101) (:id . 61))\n ((:tag . "NNP") (:stem . "Event") (:form . "Event") (:end . 117)\n (:start . 112) (:id . 62))\n ((:tag . "NNP") (:stem . "Corpus") (:form . "Corpus") (:end . 124)\n (:start . 118) (:id . 63))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 126) (:start . 125)\n (:id . 64))\n ((:tag . "NNP") (:stem . "GREC") (:form . "GREC") (:end . 130) (:start . 126)\n (:id . 65))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 131) (:start . 130)\n (:id . 66))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 132) (:start . 131)\n (:id . 67))\n ((:tag . "VBG") (:stem . "consist") (:form . "consisting") (:end . 143)\n (:start . 133) (:id . 68))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 146) (:start . 144)\n (:id . 69))\n ((:tag . "NNP") (:stem . "MEDLINE") (:form . "MEDLINE") (:end . 154)\n (:start . 147) (:id . 70))\n ((:tag . "NNS") (:stem . "abstract") (:form . "abstracts") (:end . 164)\n (:start . 155) (:id . 71))\n ((:tag . "RB") (:stem . "semantically") (:form . "semantically") (:end . 177)\n (:start . 165) (:id . 72))\n ((:tag . "VBN") (:stem . "annotate") (:form . "annotated") (:end . 187)\n (:start . 178) (:id . 73))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 192) (:start . 188)\n (:id . 74))\n ((:tag . "NN") (:stem . "event") (:form . "event") (:end . 198)\n (:start . 193) (:id . 75))\n ((:tag . "NN") (:stem . "information") (:form . "information") (:end . 210)\n (:start . 199) (:id . 76))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 211) (:start . 210)\n (:id . 77)))@@@1@36@((:identifiers (:sid . :s12.26) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503829@unknown@formal@none@1@S@Our approach is based on the fact that many events are focussed on either verbs (e.g., transcribe, regulate) or nominalised verbs (e.g., transcription, regulation).@(((:tag . "PRP$") (:stem . "our") (:form . "Our") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "approach") (:form . "approach") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 15) (:start . 13)\n (:id . 44))\n ((:tag . "VBN") (:stem . "base") (:form . "based") (:end . 21) (:start . 16)\n (:id . 45))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 24) (:start . 22)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 28) (:start . 25)\n (:id . 47))\n ((:tag . "NN") (:stem . "fact") (:form . "fact") (:end . 33) (:start . 29)\n (:id . 48))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 38) (:start . 34)\n (:id . 49))\n ((:tag . "JJ") (:stem . "many") (:form . "many") (:end . 43) (:start . 39)\n (:id . 50))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 50)\n (:start . 44) (:id . 51))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 54) (:start . 51)\n (:id . 52))\n ((:tag . "VBN") (:stem . "focusse") (:form . "focussed") (:end . 63)\n (:start . 55) (:id . 53))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 66) (:start . 64)\n (:id . 54))\n ((:tag . "CC") (:stem . "either") (:form . "either") (:end . 73)\n (:start . 67) (:id . 55))\n ((:tag . "NNS") (:stem . "verb") (:form . "verbs") (:end . 79) (:start . 74)\n (:id . 56))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 81) (:start . 80)\n (:id . 57))\n ((:tag . "FW") (:stem . "e.g.") (:form . "e.g.") (:end . 85) (:start . 81)\n (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 86) (:start . 85)\n (:id . 59))\n ((:tag . "VBP") (:stem . "transcribe") (:form . "transcribe") (:end . 97)\n (:start . 87) (:id . 60))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 98) (:start . 97)\n (:id . 61))\n ((:tag . "VBP") (:stem . "regulate") (:form . "regulate") (:end . 107)\n (:start . 99) (:id . 62))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 108) (:start . 107)\n (:id . 63))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 111) (:start . 109)\n (:id . 64))\n ((:tag . "JJ") (:stem . "nominalised") (:form . "nominalised") (:end . 123)\n (:start . 112) (:id . 65))\n ((:tag . "NNS") (:stem . "verb") (:form . "verbs") (:end . 129)\n (:start . 124) (:id . 66))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 131) (:start . 130)\n (:id . 67))\n ((:tag . "FW") (:stem . "e.g.") (:form . "e.g.") (:end . 135) (:start . 131)\n (:id . 68))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 136) (:start . 135)\n (:id . 69))\n ((:tag . "NN") (:stem . "transcription") (:form . "transcription")\n (:end . 150) (:start . 137) (:id . 70))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 151) (:start . 150)\n (:id . 71))\n ((:tag . "NN") (:stem . "regulation") (:form . "regulation") (:end . 162)\n (:start . 152) (:id . 72))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 163) (:start . 162)\n (:id . 73))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 164) (:start . 163)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s12.27) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503830@unknown@formal@none@1@S@Both types of word behave in similar ways, in that they specify arguments that can convey a range of different types of information related to the event.@(((:tag . "DT") (:stem . "both") (:form . "Both") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "type") (:form . "types") (:end . 10) (:start . 5)\n (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 13) (:start . 11)\n (:id . 44))\n ((:tag . "NN") (:stem . "word") (:form . "word") (:end . 18) (:start . 14)\n (:id . 45))\n ((:tag . "VBP") (:stem . "behave") (:form . "behave") (:end . 25)\n (:start . 19) (:id . 46))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 28) (:start . 26)\n (:id . 47))\n ((:tag . "JJ") (:stem . "similar") (:form . "similar") (:end . 36)\n (:start . 29) (:id . 48))\n ((:tag . "NNS") (:stem . "way") (:form . "ways") (:end . 41) (:start . 37)\n (:id . 49))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 42) (:start . 41)\n (:id . 50))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 45) (:start . 43)\n (:id . 51))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 50) (:start . 46)\n (:id . 52))\n ((:tag . "PRP") (:stem . "they") (:form . "they") (:end . 55) (:start . 51)\n (:id . 53))\n ((:tag . "VBP") (:stem . "specify") (:form . "specify") (:end . 63)\n (:start . 56) (:id . 54))\n ((:tag . "NNS") (:stem . "argument") (:form . "arguments") (:end . 73)\n (:start . 64) (:id . 55))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 78) (:start . 74)\n (:id . 56))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 82) (:start . 79)\n (:id . 57))\n ((:tag . "VB") (:stem . "convey") (:form . "convey") (:end . 89)\n (:start . 83) (:id . 58))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 91) (:start . 90)\n (:id . 59))\n ((:tag . "NN") (:stem . "range") (:form . "range") (:end . 97) (:start . 92)\n (:id . 60))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 100) (:start . 98)\n (:id . 61))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 110)\n (:start . 101) (:id . 62))\n ((:tag . "NNS") (:stem . "type") (:form . "types") (:end . 116)\n (:start . 111) (:id . 63))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 119) (:start . 117)\n (:id . 64))\n ((:tag . "NN") (:stem . "information") (:form . "information") (:end . 131)\n (:start . 120) (:id . 65))\n ((:tag . "VBN") (:stem . "relate") (:form . "related") (:end . 139)\n (:start . 132) (:id . 66))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 142) (:start . 140)\n (:id . 67))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 146) (:start . 143)\n (:id . 68))\n ((:tag . "NN") (:stem . "event") (:form . "event") (:end . 152)\n (:start . 147) (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 153) (:start . 152)\n (:id . 70)))@@@1@29@((:hcues ((:id . :x12.28.1) (:span 79 82)))\n (:hscopes ((:id . :x12.28.1) (:span 79 152)))\n (:identifiers (:sid . :s12.28) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503831@unknown@formal@none@1@S@For each relevant event, our annotation aims to identify, as exhaustively as possible, all structurally-related arguments within the same sentence.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "JJ") (:stem . "relevant") (:form . "relevant") (:end . 17)\n (:start . 9) (:id . 44))\n ((:tag . "NN") (:stem . "event") (:form . "event") (:end . 23) (:start . 18)\n (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 24) (:start . 23)\n (:id . 46))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 28) (:start . 25)\n (:id . 47))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 39)\n (:start . 29) (:id . 48))\n ((:tag . "VBZ") (:stem . "aim") (:form . "aims") (:end . 44) (:start . 40)\n (:id . 49))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 47) (:start . 45)\n (:id . 50))\n ((:tag . "VB") (:stem . "identify") (:form . "identify") (:end . 56)\n (:start . 48) (:id . 51))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 57) (:start . 56)\n (:id . 52))\n ((:tag . "RB") (:stem . "as") (:form . "as") (:end . 60) (:start . 58)\n (:id . 53))\n ((:tag . "RB") (:stem . "exhaustively") (:form . "exhaustively") (:end . 73)\n (:start . 61) (:id . 54))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 76) (:start . 74)\n (:id . 55))\n ((:tag . "JJ") (:stem . "possible") (:form . "possible") (:end . 85)\n (:start . 77) (:id . 56))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 86) (:start . 85)\n (:id . 57))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 90) (:start . 87)\n (:id . 58))\n ((:tag . "JJ") (:stem . "structurally-related")\n (:form . "structurally-related") (:end . 111) (:start . 91) (:id . 59))\n ((:tag . "NNS") (:stem . "argument") (:form . "arguments") (:end . 121)\n (:start . 112) (:id . 60))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 128)\n (:start . 122) (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 132) (:start . 129)\n (:id . 62))\n ((:tag . "JJ") (:stem . "same") (:form . "same") (:end . 137) (:start . 133)\n (:id . 63))\n ((:tag . "NN") (:stem . "sentence") (:form . "sentence") (:end . 146)\n (:start . 138) (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 147) (:start . 146)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s12.29) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503832@unknown@formal@none@1@S@Each argument is assigned a semantic role from a fixed set of 13 roles.@(((:tag . "DT") (:stem . "each") (:form . "Each") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "argument") (:form . "argument") (:end . 13)\n (:start . 5) (:id . 43))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 16) (:start . 14)\n (:id . 44))\n ((:tag . "VBN") (:stem . "assign") (:form . "assigned") (:end . 25)\n (:start . 17) (:id . 45))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 27) (:start . 26)\n (:id . 46))\n ((:tag . "JJ") (:stem . "semantic") (:form . "semantic") (:end . 36)\n (:start . 28) (:id . 47))\n ((:tag . "NN") (:stem . "role") (:form . "role") (:end . 41) (:start . 37)\n (:id . 48))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 46) (:start . 42)\n (:id . 49))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 48) (:start . 47)\n (:id . 50))\n ((:tag . "VBN") (:stem . "fix") (:form . "fixed") (:end . 54) (:start . 49)\n (:id . 51))\n ((:tag . "NN") (:stem . "set") (:form . "set") (:end . 58) (:start . 55)\n (:id . 52))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 61) (:start . 59)\n (:id . 53))\n ((:tag . "CD") (:stem . "13") (:form . "13") (:end . 64) (:start . 62)\n (:id . 54))\n ((:tag . "NNS") (:stem . "role") (:form . "roles") (:end . 70) (:start . 65)\n (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 71) (:start . 70)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s12.30) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503833@unknown@formal@none@1@S@Where appropriate, arguments are also assigned a biological concept type.@(((:tag . "WRB") (:stem . "where") (:form . "Where") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "appropriate") (:form . "appropriate") (:end . 17)\n (:start . 6) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 18) (:start . 17)\n (:id . 44))\n ((:tag . "NNS") (:stem . "argument") (:form . "arguments") (:end . 28)\n (:start . 19) (:id . 45))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 32) (:start . 29)\n (:id . 46))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 37) (:start . 33)\n (:id . 47))\n ((:tag . "VBN") (:stem . "assign") (:form . "assigned") (:end . 46)\n (:start . 38) (:id . 48))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 48) (:start . 47)\n (:id . 49))\n ((:tag . "JJ") (:stem . "biological") (:form . "biological") (:end . 59)\n (:start . 49) (:id . 50))\n ((:tag . "NN") (:stem . "concept") (:form . "concept") (:end . 67)\n (:start . 60) (:id . 51))\n ((:tag . "NN") (:stem . "type") (:form . "type") (:end . 72) (:start . 68)\n (:id . 52))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 73) (:start . 72)\n (:id . 53)))@@@1@12@((:identifiers (:sid . :s12.31) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503834@unknown@formal@none@1@S@The GREC may be downloaded from http://www.nactem.ac.uk/GREC/.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "GREC") (:form . "GREC") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 12) (:start . 9)\n (:id . 44))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 15) (:start . 13)\n (:id . 45))\n ((:tag . "VBN") (:stem . "downloade") (:form . "downloaded") (:end . 26)\n (:start . 16) (:id . 46))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 31) (:start . 27)\n (:id . 47))\n ((:tag . "NNP") (:stem . "http://www.nactem.ac.uk/GREC/")\n (:form . "http://www.nactem.ac.uk/GREC/") (:end . 61) (:start . 32)\n (:id . 48))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 62) (:start . 61)\n (:id . 49)))@@@1@8@((:identifiers (:sid . :s12.32) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503835@unknown@formal@none@1@S@A copy of the corpus is also available in Additional file 1.@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "copy") (:form . "copy") (:end . 6) (:start . 2)\n (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 9) (:start . 7)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 13) (:start . 10)\n (:id . 45))\n ((:tag . "NN") (:stem . "corpus") (:form . "corpus") (:end . 20)\n (:start . 14) (:id . 46))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 23) (:start . 21)\n (:id . 47))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 28) (:start . 24)\n (:id . 48))\n ((:tag . "JJ") (:stem . "available") (:form . "available") (:end . 38)\n (:start . 29) (:id . 49))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 41) (:start . 39)\n (:id . 50))\n ((:tag . "JJ") (:stem . "additional") (:form . "Additional") (:end . 52)\n (:start . 42) (:id . 51))\n ((:tag . "NN") (:stem . "file") (:form . "file") (:end . 57) (:start . 53)\n (:id . 52))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 59) (:start . 58)\n (:id . 53))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 60) (:start . 59)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s12.33) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503836@unknown@formal@none@1@S@To our knowledge, the GREC provides the richest annotation to date within the biomedical field, in terms of the number of arguments types and their characterisation.@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "knowledge") (:form . "knowledge") (:end . 16)\n (:start . 7) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 17) (:start . 16)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 21) (:start . 18)\n (:id . 46))\n ((:tag . "NNP") (:stem . "GREC") (:form . "GREC") (:end . 26) (:start . 22)\n (:id . 47))\n ((:tag . "VBZ") (:stem . "provide") (:form . "provides") (:end . 35)\n (:start . 27) (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 39) (:start . 36)\n (:id . 49))\n ((:tag . "JJS") (:stem . "rich") (:form . "richest") (:end . 47)\n (:start . 40) (:id . 50))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 58)\n (:start . 48) (:id . 51))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 61) (:start . 59)\n (:id . 52))\n ((:tag . "NN") (:stem . "date") (:form . "date") (:end . 66) (:start . 62)\n (:id . 53))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 73)\n (:start . 67) (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 77) (:start . 74)\n (:id . 55))\n ((:tag . "JJ") (:stem . "biomedical") (:form . "biomedical") (:end . 88)\n (:start . 78) (:id . 56))\n ((:tag . "NN") (:stem . "field") (:form . "field") (:end . 94) (:start . 89)\n (:id . 57))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 95) (:start . 94)\n (:id . 58))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 98) (:start . 96)\n (:id . 59))\n ((:tag . "NNS") (:stem . "term") (:form . "terms") (:end . 104) (:start . 99)\n (:id . 60))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 107) (:start . 105)\n (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 111) (:start . 108)\n (:id . 62))\n ((:tag . "NN") (:stem . "number") (:form . "number") (:end . 118)\n (:start . 112) (:id . 63))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 121) (:start . 119)\n (:id . 64))\n ((:tag . "NNS") (:stem . "argument") (:form . "arguments") (:end . 131)\n (:start . 122) (:id . 65))\n ((:tag . "NNS") (:stem . "type") (:form . "types") (:end . 137)\n (:start . 132) (:id . 66))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 141) (:start . 138)\n (:id . 67))\n ((:tag . "PRP$") (:stem . "their") (:form . "their") (:end . 147)\n (:start . 142) (:id . 68))\n ((:tag . "NN") (:stem . "characterisation") (:form . "characterisation")\n (:end . 164) (:start . 148) (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 165) (:start . 164)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s12.34) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503837@unknown@formal@none@1@S@As such, the corpus is specifically designed to contribute to the development of bio-specific semantic frame resources and semantic role labellers (SRLs) which, although active areas of research within the general language domain, have received less attention within the bio-IE domain.@(((:tag . "IN") (:stem . "as") (:form . "As") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "such") (:form . "such") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 12) (:start . 9)\n (:id . 45))\n ((:tag . "NN") (:stem . "corpus") (:form . "corpus") (:end . 19)\n (:start . 13) (:id . 46))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 22) (:start . 20)\n (:id . 47))\n ((:tag . "RB") (:stem . "specifically") (:form . "specifically") (:end . 35)\n (:start . 23) (:id . 48))\n ((:tag . "VBN") (:stem . "design") (:form . "designed") (:end . 44)\n (:start . 36) (:id . 49))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 47) (:start . 45)\n (:id . 50))\n ((:tag . "VB") (:stem . "contribute") (:form . "contribute") (:end . 58)\n (:start . 48) (:id . 51))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 61) (:start . 59)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 65) (:start . 62)\n (:id . 53))\n ((:tag . "NN") (:stem . "development") (:form . "development") (:end . 77)\n (:start . 66) (:id . 54))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 80) (:start . 78)\n (:id . 55))\n ((:tag . "JJ") (:stem . "bio-specific") (:form . "bio-specific") (:end . 93)\n (:start . 81) (:id . 56))\n ((:tag . "JJ") (:stem . "semantic") (:form . "semantic") (:end . 102)\n (:start . 94) (:id . 57))\n ((:tag . "NN") (:stem . "frame") (:form . "frame") (:end . 108)\n (:start . 103) (:id . 58))\n ((:tag . "NNS") (:stem . "resource") (:form . "resources") (:end . 118)\n (:start . 109) (:id . 59))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 122) (:start . 119)\n (:id . 60))\n ((:tag . "JJ") (:stem . "semantic") (:form . "semantic") (:end . 131)\n (:start . 123) (:id . 61))\n ((:tag . "NN") (:stem . "role") (:form . "role") (:end . 136) (:start . 132)\n (:id . 62))\n ((:tag . "NNS") (:stem . "labeller") (:form . "labellers") (:end . 146)\n (:start . 137) (:id . 63))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 148) (:start . 147)\n (:id . 64))\n ((:tag . "NNP") (:stem . "SRL") (:form . "SRLs") (:end . 152) (:start . 148)\n (:id . 65))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 153) (:start . 152)\n (:id . 66))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 159)\n (:start . 154) (:id . 67))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 160) (:start . 159)\n (:id . 68))\n ((:tag . "IN") (:stem . "although") (:form . "although") (:end . 169)\n (:start . 161) (:id . 69))\n ((:tag . "JJ") (:stem . "active") (:form . "active") (:end . 176)\n (:start . 170) (:id . 70))\n ((:tag . "NNS") (:stem . "area") (:form . "areas") (:end . 182)\n (:start . 177) (:id . 71))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 185) (:start . 183)\n (:id . 72))\n ((:tag . "NN") (:stem . "research") (:form . "research") (:end . 194)\n (:start . 186) (:id . 73))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 201)\n (:start . 195) (:id . 74))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 205) (:start . 202)\n (:id . 75))\n ((:tag . "JJ") (:stem . "general") (:form . "general") (:end . 213)\n (:start . 206) (:id . 76))\n ((:tag . "NN") (:stem . "language") (:form . "language") (:end . 222)\n (:start . 214) (:id . 77))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 229)\n (:start . 223) (:id . 78))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 230) (:start . 229)\n (:id . 79))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 235) (:start . 231)\n (:id . 80))\n ((:tag . "VBN") (:stem . "receive") (:form . "received") (:end . 244)\n (:start . 236) (:id . 81))\n ((:tag . "JJR") (:stem . "less") (:form . "less") (:end . 249) (:start . 245)\n (:id . 82))\n ((:tag . "NN") (:stem . "attention") (:form . "attention") (:end . 259)\n (:start . 250) (:id . 83))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 266)\n (:start . 260) (:id . 84))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 270) (:start . 267)\n (:id . 85))\n ((:tag . "NN") (:stem . "bio-ie") (:form . "bio-IE") (:end . 277)\n (:start . 271) (:id . 86))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 284)\n (:start . 278) (:id . 87))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 285) (:start . 284)\n (:id . 88)))@@@1@47@((:identifiers (:sid . :s12.35) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503838@unknown@formal@none@1@S@Related work@(((:tag . "VBN") (:stem . "relate") (:form . "Related") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "work") (:form . "work") (:end . 12) (:start . 8)\n (:id . 43)))@@@1@2@((:identifiers (:sid . :s12.36) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5503839@unknown@formal@none@1@S@Within the field of bio-IE, evaluations such as the LLL05 challenge [13] and BioCreative II [14] have focussed attention on the recognition of protein-protein interaction (PPI) events from the literature.@(((:tag . "IN") (:stem . "within") (:form . "Within") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 10) (:start . 7)\n (:id . 43))\n ((:tag . "NN") (:stem . "field") (:form . "field") (:end . 16) (:start . 11)\n (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 19) (:start . 17)\n (:id . 45))\n ((:tag . "NNP") (:stem . "bio-IE") (:form . "bio-IE") (:end . 26)\n (:start . 20) (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 27) (:start . 26)\n (:id . 47))\n ((:tag . "NNS") (:stem . "evaluation") (:form . "evaluations") (:end . 39)\n (:start . 28) (:id . 48))\n ((:tag . "JJ") (:stem . "such") (:form . "such") (:end . 44) (:start . 40)\n (:id . 49))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 47) (:start . 45)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 51) (:start . 48)\n (:id . 51))\n ((:tag . "NN") (:stem . "lll05") (:form . "LLL05") (:end . 57) (:start . 52)\n (:id . 52))\n ((:tag . "NN") (:stem . "challenge") (:form . "challenge") (:end . 67)\n (:start . 58) (:id . 53))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 69) (:start . 68)\n (:id . 54))\n ((:tag . "CD") (:stem . "13") (:form . "13") (:end . 71) (:start . 69)\n (:id . 55))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 72) (:start . 71)\n (:id . 56))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 76) (:start . 73)\n (:id . 57))\n ((:tag . "NNP") (:stem . "BioCreative") (:form . "BioCreative") (:end . 88)\n (:start . 77) (:id . 58))\n ((:tag . "CD") (:stem . "ii") (:form . "II") (:end . 91) (:start . 89)\n (:id . 59))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 93) (:start . 92)\n (:id . 60))\n ((:tag . "CD") (:stem . "14") (:form . "14") (:end . 95) (:start . 93)\n (:id . 61))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 96) (:start . 95)\n (:id . 62))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 101) (:start . 97)\n (:id . 63))\n ((:tag . "VBN") (:stem . "focusse") (:form . "focussed") (:end . 110)\n (:start . 102) (:id . 64))\n ((:tag . "NN") (:stem . "attention") (:form . "attention") (:end . 120)\n (:start . 111) (:id . 65))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 123) (:start . 121)\n (:id . 66))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 127) (:start . 124)\n (:id . 67))\n ((:tag . "NN") (:stem . "recognition") (:form . "recognition") (:end . 139)\n (:start . 128) (:id . 68))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 142) (:start . 140)\n (:id . 69))\n ((:tag . "JJ") (:stem . "protein-protein") (:form . "protein-protein")\n (:end . 158) (:start . 143) (:id . 70))\n ((:tag . "NN") (:stem . "interaction") (:form . "interaction") (:end . 170)\n (:start . 159) (:id . 71))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 172) (:start . 171)\n (:id . 72))\n ((:tag . "NNP") (:stem . "PPI") (:form . "PPI") (:end . 175) (:start . 172)\n (:id . 73))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 176) (:start . 175)\n (:id . 74))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 183)\n (:start . 177) (:id . 75))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 188) (:start . 184)\n (:id . 76))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 192) (:start . 189)\n (:id . 77))\n ((:tag . "NN") (:stem . "literature") (:form . "literature") (:end . 203)\n (:start . 193) (:id . 78))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 204) (:start . 203)\n (:id . 79)))@@@1@38@((:identifiers (:sid . :s12.37) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503840@unknown@formal@none@1@S@There now exists a number of corpora (e.g., [13,15,16]) and systems (e.g., [17-19]) tailored to this task.@(((:tag . "EX") (:stem . "there") (:form . "There") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "RB") (:stem . "now") (:form . "now") (:end . 9) (:start . 6)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "exist") (:form . "exists") (:end . 16)\n (:start . 10) (:id . 44))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 18) (:start . 17)\n (:id . 45))\n ((:tag . "NN") (:stem . "number") (:form . "number") (:end . 25)\n (:start . 19) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 28) (:start . 26)\n (:id . 47))\n ((:tag . "NN") (:stem . "corpora") (:form . "corpora") (:end . 36)\n (:start . 29) (:id . 48))\n ((:tag . "(") (:stem . 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",") (:end . 74) (:start . 73)\n (:id . 60))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 76) (:start . 75)\n (:id . 61))\n ((:tag . "CD") (:stem . "17-19") (:form . "17-19") (:end . 81) (:start . 76)\n (:id . 62))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 82) (:start . 81)\n (:id . 63))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 83) (:start . 82)\n (:id . 64))\n ((:tag . "VBN") (:stem . "tailor") (:form . "tailored") (:end . 92)\n (:start . 84) (:id . 65))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 95) (:start . 93)\n (:id . 66))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 100) (:start . 96)\n (:id . 67))\n ((:tag . "NN") (:stem . "task") (:form . "task") (:end . 105) (:start . 101)\n (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 106) (:start . 105)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s12.38) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503841@unknown@formal@none@1@S@However, many other types of events and information are relevant within biomedicine, such as gene regulation and expression events, location of protein in the cell, protein-DNA interaction, etc. [20].@(((:tag . "RB") (:stem . "however") (:form . "However") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "JJ") (:stem . "many") (:form . "many") (:end . 13) (:start . 9)\n (:id . 44))\n ((:tag . "JJ") (:stem . "other") (:form . "other") (:end . 19) (:start . 14)\n (:id . 45))\n ((:tag . "NNS") (:stem . "type") (:form . "types") (:end . 25) (:start . 20)\n (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 28) (:start . 26)\n (:id . 47))\n ((:tag . "NNS") (:stem . 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(:end . 200) (:start . 199)\n (:id . 78)))@@@1@37@((:identifiers (:sid . :s12.39) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503842@unknown@formal@none@1@S@Extraction of such events often requires the recognition of more complex information than just interacting proteins.@(((:tag . "NN") (:stem . "extraction") (:form . "Extraction") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 13) (:start . 11)\n (:id . 43))\n ((:tag . "JJ") (:stem . "such") (:form . "such") (:end . 18) (:start . 14)\n (:id . 44))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 25)\n (:start . 19) (:id . 45))\n ((:tag . "RB") (:stem . "often") (:form . "often") (:end . 31) (:start . 26)\n (:id . 46))\n ((:tag . "VBZ") (:stem . "require") (:form . "requires") (:end . 40)\n (:start . 32) (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . 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(:end . 116) (:start . 115)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s12.40) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503843@unknown@formal@none@1@S@Several corpora and systems concerned with the annotation of more complex events have recently been developed, e.g., [21-24].@(((:tag . "JJ") (:stem . "several") (:form . "Several") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "corpora") (:form . "corpora") (:end . 15)\n (:start . 8) (:id . 43))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 19) (:start . 16)\n (:id . 44))\n ((:tag . "NNS") (:stem . "system") (:form . "systems") (:end . 27)\n (:start . 20) (:id . 45))\n ((:tag . "VBN") (:stem . "concern") (:form . "concerned") (:end . 37)\n (:start . 28) (:id . 46))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 42) (:start . 38)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . 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",") (:end . 110) (:start . 109)\n (:id . 58))\n ((:tag . "FW") (:stem . "e.g.") (:form . "e.g.") (:end . 115) (:start . 111)\n (:id . 59))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 116) (:start . 115)\n (:id . 60))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 118) (:start . 117)\n (:id . 61))\n ((:tag . "CD") (:stem . "21-24") (:form . "21-24") (:end . 123)\n (:start . 118) (:id . 62))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 124) (:start . 123)\n (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 125) (:start . 124)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s12.41) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503844@unknown@formal@none@1@S@These differ in a number of ways, including:@(((:tag . "DT") (:stem . "these") (:form . "These") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "differ") (:form . 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(:end . 89) (:start . 88)\n (:id . 59)))@@@1@18@((:hcues ((:id . :x12.43.1) (:span 51 53)) ((:id . :x12.43.2) (:span 20 27)))\n (:hscopes ((:id . :x12.43.1) (:span 28 74)) ((:id . :x12.43.2) (:span 20 88)))\n (:identifiers (:sid . :s12.43) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503846@unknown@formal@none@1@S@• Event arguments - the number and types of arguments (i.e., participants) in each event may be fixed or flexible.@(((:tag . "LS") (:stem . "•") (:form . "•") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "Event") (:form . "Event") (:end . 7) (:start . 2)\n (:id . 43))\n ((:tag . "NNS") (:stem . "argument") (:form . "arguments") (:end . 17)\n (:start . 8) (:id . 44))\n ((:tag . ":") (:stem . "-") (:form . "-") (:end . 19) (:start . 18)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 23) (:start . 20)\n (:id . 46))\n ((:tag . "NN") (:stem . "number") (:form . 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"each") (:end . 82) (:start . 78)\n (:id . 58))\n ((:tag . "NN") (:stem . "event") (:form . "event") (:end . 88) (:start . 83)\n (:id . 59))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 92) (:start . 89)\n (:id . 60))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 95) (:start . 93)\n (:id . 61))\n ((:tag . "VBN") (:stem . "fix") (:form . "fixed") (:end . 101) (:start . 96)\n (:id . 62))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 104) (:start . 102)\n (:id . 63))\n ((:tag . "JJ") (:stem . "flexible") (:form . "flexible") (:end . 113)\n (:start . 105) (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 114) (:start . 113)\n (:id . 65)))@@@1@24@((:hcues ((:id . :x12.44.1) (:span 102 104)) ((:id . :x12.44.2) (:span 89 92)))\n (:hscopes ((:id . :x12.44.1) (:span 96 113))\n ((:id . :x12.44.2) (:span 20 113)))\n (:identifiers (:sid . :s12.44) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503847@unknown@formal@none@1@S@More detailed information types, e.g., location, time or experimental setup may or may not be identified as event arguments.@(((:tag . "RBR") (:stem . "more") (:form . "More") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "detailed") (:form . "detailed") (:end . 13)\n (:start . 5) (:id . 43))\n ((:tag . "NN") (:stem . "information") (:form . "information") (:end . 25)\n (:start . 14) (:id . 44))\n ((:tag . "NNS") (:stem . "type") (:form . "types") (:end . 31) (:start . 26)\n (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 32) (:start . 31)\n (:id . 46))\n ((:tag . "FW") (:stem . "e.g.") (:form . "e.g.") (:end . 37) (:start . 33)\n (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 38) (:start . 37)\n (:id . 48))\n ((:tag . "NN") (:stem . "location") (:form . "location") (:end . 47)\n (:start . 39) (:id . 49))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 48) (:start . 47)\n (:id . 50))\n ((:tag . "NN") (:stem . "time") (:form . "time") (:end . 53) (:start . 49)\n (:id . 51))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 56) (:start . 54)\n (:id . 52))\n ((:tag . "JJ") (:stem . "experimental") (:form . "experimental") (:end . 69)\n (:start . 57) (:id . 53))\n ((:tag . "NN") (:stem . "setup") (:form . "setup") (:end . 75) (:start . 70)\n (:id . 54))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 79) (:start . 76)\n (:id . 55))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 82) (:start . 80)\n (:id . 56))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 86) (:start . 83)\n (:id . 57))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 90) (:start . 87)\n (:id . 58))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 93) (:start . 91)\n (:id . 59))\n ((:tag . "VBN") (:stem . "identify") (:form . "identified") (:end . 104)\n (:start . 94) (:id . 60))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 107) (:start . 105)\n (:id . 61))\n ((:tag . "NN") (:stem . "event") (:form . "event") (:end . 113)\n (:start . 108) (:id . 62))\n ((:tag . "NNS") (:stem . "argument") (:form . "arguments") (:end . 123)\n (:start . 114) (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 124) (:start . 123)\n (:id . 64)))@@@1@23@((:hcues ((:id . :x12.45.1) (:span 76 90)))\n (:hscopes ((:id . :x12.45.1) (:span 0 123)))\n (:identifiers (:sid . :s12.45) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503848@unknown@formal@none@1@S@• Scope of events - whether event arguments must occur within a single sentence or whether they may occur across multiple sentences.@(((:tag . "LS") (:stem . "•") (:form . "•") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "Scope") (:form . "Scope") (:end . 7) (:start . 2)\n (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 10) (:start . 8)\n (:id . 44))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 17)\n (:start . 11) (:id . 45))\n ((:tag . "HYPH") (:stem . "-") (:form . "-") (:end . 19) (:start . 18)\n (:id . 46))\n ((:tag . "IN") (:stem . "whether") (:form . "whether") (:end . 27)\n (:start . 20) (:id . 47))\n ((:tag . "NN") (:stem . "event") (:form . "event") (:end . 33) (:start . 28)\n (:id . 48))\n ((:tag . "NNS") (:stem . "argument") (:form . "arguments") (:end . 43)\n (:start . 34) (:id . 49))\n ((:tag . "MD") (:stem . "must") (:form . "must") (:end . 48) (:start . 44)\n (:id . 50))\n ((:tag . "VB") (:stem . "occur") (:form . "occur") (:end . 54) (:start . 49)\n (:id . 51))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 61)\n (:start . 55) (:id . 52))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 63) (:start . 62)\n (:id . 53))\n ((:tag . "JJ") (:stem . "single") (:form . "single") (:end . 70)\n (:start . 64) (:id . 54))\n ((:tag . "NN") (:stem . "sentence") (:form . "sentence") (:end . 79)\n (:start . 71) (:id . 55))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 82) (:start . 80)\n (:id . 56))\n ((:tag . "IN") (:stem . "whether") (:form . "whether") (:end . 90)\n (:start . 83) (:id . 57))\n ((:tag . "PRP") (:stem . "they") (:form . "they") (:end . 95) (:start . 91)\n (:id . 58))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 99) (:start . 96)\n (:id . 59))\n ((:tag . "VB") (:stem . "occur") (:form . "occur") (:end . 105)\n (:start . 100) (:id . 60))\n ((:tag . "IN") (:stem . "across") (:form . "across") (:end . 112)\n (:start . 106) (:id . 61))\n ((:tag . "JJ") (:stem . "multiple") (:form . "multiple") (:end . 121)\n (:start . 113) (:id . 62))\n ((:tag . "NNS") (:stem . "sentence") (:form . "sentences") (:end . 131)\n (:start . 122) (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 132) (:start . 131)\n (:id . 64)))@@@1@23@((:hcues ((:id . :x12.46.1) (:span 96 99)) ((:id . :x12.46.2) (:span 83 90))\n ((:id . :x12.46.3) (:span 80 82)) ((:id . :x12.46.4) (:span 20 27)))\n (:hscopes ((:id . :x12.46.1) (:span 96 131))\n ((:id . :x12.46.2) (:span 83 131)) ((:id . :x12.46.4) (:span 20 79))\n ((:id . :x12.46.3) (:span 20 131)))\n (:identifiers (:sid . :s12.46) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503849@unknown@formal@none@1@S@• Semantic information assigned to arguments - this may correspond to named entity types and/or semantic roles.@(((:tag . "LS") (:stem . "•") (:form . "•") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "semantic") (:form . "Semantic") (:end . 10)\n (:start . 2) (:id . 43))\n ((:tag . "NN") (:stem . "information") (:form . "information") (:end . 22)\n (:start . 11) (:id . 44))\n ((:tag . "VBN") (:stem . "assign") (:form . "assigned") (:end . 31)\n (:start . 23) (:id . 45))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 34) (:start . 32)\n (:id . 46))\n ((:tag . "NNS") (:stem . "argument") (:form . "arguments") (:end . 44)\n (:start . 35) (:id . 47))\n ((:tag . ":") (:stem . "-") (:form . "-") (:end . 46) (:start . 45)\n (:id . 48))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 51) (:start . 47)\n (:id . 49))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 55) (:start . 52)\n (:id . 50))\n ((:tag . "VB") (:stem . "correspond") (:form . "correspond") (:end . 66)\n (:start . 56) (:id . 51))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 69) (:start . 67)\n (:id . 52))\n ((:tag . "VBN") (:stem . "name") (:form . "named") (:end . 75) (:start . 70)\n (:id . 53))\n ((:tag . "NN") (:stem . "entity") (:form . "entity") (:end . 82)\n (:start . 76) (:id . 54))\n ((:tag . "NNS") (:stem . "type") (:form . "types") (:end . 88) (:start . 83)\n (:id . 55))\n ((:tag . "CC") (:stem . "and/or") (:form . "and/or") (:end . 95)\n (:start . 89) (:id . 56))\n ((:tag . "JJ") (:stem . "semantic") (:form . "semantic") (:end . 104)\n (:start . 96) (:id . 57))\n ((:tag . "NNS") (:stem . "role") (:form . "roles") (:end . 110)\n (:start . 105) (:id . 58))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 111) (:start . 110)\n (:id . 59)))@@@1@18@((:hcues ((:id . :x12.47.1) (:span 52 55)))\n (:hscopes ((:id . :x12.47.1) (:span 52 110)))\n (:identifiers (:sid . :s12.47) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503850@unknown@formal@none@1@S@In the case of semantic roles being assigned, they may be tailored to a particular type of event, or they may apply to a large range of different events.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "case") (:form . "case") (:end . 11) (:start . 7)\n (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 14) (:start . 12)\n (:id . 45))\n ((:tag . "JJ") (:stem . "semantic") (:form . "semantic") (:end . 23)\n (:start . 15) (:id . 46))\n ((:tag . "NNS") (:stem . "role") (:form . "roles") (:end . 29) (:start . 24)\n (:id . 47))\n ((:tag . "VBG") (:stem . "be") (:form . "being") (:end . 35) (:start . 30)\n (:id . 48))\n ((:tag . "VBN") (:stem . "assign") (:form . "assigned") (:end . 44)\n (:start . 36) (:id . 49))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 45) (:start . 44)\n (:id . 50))\n ((:tag . "PRP") (:stem . "they") (:form . "they") (:end . 50) (:start . 46)\n (:id . 51))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 54) (:start . 51)\n (:id . 52))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 57) (:start . 55)\n (:id . 53))\n ((:tag . "VBN") (:stem . "tailor") (:form . "tailored") (:end . 66)\n (:start . 58) (:id . 54))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 69) (:start . 67)\n (:id . 55))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 71) (:start . 70)\n (:id . 56))\n ((:tag . "JJ") (:stem . "particular") (:form . "particular") (:end . 82)\n (:start . 72) (:id . 57))\n ((:tag . "NN") (:stem . "type") (:form . "type") (:end . 87) (:start . 83)\n (:id . 58))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 90) (:start . 88)\n (:id . 59))\n ((:tag . "NN") (:stem . "event") (:form . "event") (:end . 96) (:start . 91)\n (:id . 60))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 97) (:start . 96)\n (:id . 61))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 100) (:start . 98)\n (:id . 62))\n ((:tag . "PRP") (:stem . "they") (:form . "they") (:end . 105) (:start . 101)\n (:id . 63))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 109) (:start . 106)\n (:id . 64))\n ((:tag . "VB") (:stem . "apply") (:form . "apply") (:end . 115)\n (:start . 110) (:id . 65))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 118) (:start . 116)\n (:id . 66))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 120) (:start . 119)\n (:id . 67))\n ((:tag . "JJ") (:stem . "large") (:form . "large") (:end . 126)\n (:start . 121) (:id . 68))\n ((:tag . "NN") (:stem . "range") (:form . "range") (:end . 132)\n (:start . 127) (:id . 69))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 135) (:start . 133)\n (:id . 70))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 145)\n (:start . 136) (:id . 71))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 152)\n (:start . 146) (:id . 72))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 153) (:start . 152)\n (:id . 73)))@@@1@32@((:hcues ((:id . :x12.48.1) (:span 106 109)) ((:id . :x12.48.2) (:span 51 54)))\n (:hscopes ((:id . :x12.48.1) (:span 106 152))\n ((:id . :x12.48.2) (:span 46 96)))\n (:identifiers (:sid . :s12.48) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503851@unknown@formal@none@1@S@Whilst events are often identified by verbs, nominalised verbs play a particularly important role within biomedical texts, and often outnumber other domain-specific verbal forms [25].@(((:tag . "JJ") (:stem . "whilst") (:form . "Whilst") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 13) (:start . 7)\n (:id . 43))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 17) (:start . 14)\n (:id . 44))\n ((:tag . "RB") (:stem . "often") (:form . "often") (:end . 23) (:start . 18)\n (:id . 45))\n ((:tag . "VBN") (:stem . "identify") (:form . "identified") (:end . 34)\n (:start . 24) (:id . 46))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 37) (:start . 35)\n (:id . 47))\n ((:tag . "NNS") (:stem . "verb") (:form . "verbs") (:end . 43) (:start . 38)\n (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 44) (:start . 43)\n (:id . 49))\n ((:tag . "JJ") (:stem . "nominalised") (:form . "nominalised") (:end . 56)\n (:start . 45) (:id . 50))\n ((:tag . "NNS") (:stem . "verb") (:form . "verbs") (:end . 62) (:start . 57)\n (:id . 51))\n ((:tag . "VBP") (:stem . "play") (:form . "play") (:end . 67) (:start . 63)\n (:id . 52))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 69) (:start . 68)\n (:id . 53))\n ((:tag . "RB") (:stem . "particularly") (:form . "particularly") (:end . 82)\n (:start . 70) (:id . 54))\n ((:tag . "JJ") (:stem . "important") (:form . "important") (:end . 92)\n (:start . 83) (:id . 55))\n ((:tag . "NN") (:stem . "role") (:form . "role") (:end . 97) (:start . 93)\n (:id . 56))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 104)\n (:start . 98) (:id . 57))\n ((:tag . "JJ") (:stem . "biomedical") (:form . "biomedical") (:end . 115)\n (:start . 105) (:id . 58))\n ((:tag . "NNS") (:stem . "text") (:form . "texts") (:end . 121)\n (:start . 116) (:id . 59))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 122) (:start . 121)\n (:id . 60))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 126) (:start . 123)\n (:id . 61))\n ((:tag . "RB") (:stem . "often") (:form . "often") (:end . 132)\n (:start . 127) (:id . 62))\n ((:tag . "VBP") (:stem . "outnumber") (:form . "outnumber") (:end . 142)\n (:start . 133) (:id . 63))\n ((:tag . "JJ") (:stem . "other") (:form . "other") (:end . 148)\n (:start . 143) (:id . 64))\n ((:tag . "JJ") (:stem . "domain-specific") (:form . "domain-specific")\n (:end . 164) (:start . 149) (:id . 65))\n ((:tag . "JJ") (:stem . "verbal") (:form . "verbal") (:end . 171)\n (:start . 165) (:id . 66))\n ((:tag . "NNS") (:stem . "form") (:form . "forms") (:end . 177)\n (:start . 172) (:id . 67))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 179) (:start . 178)\n (:id . 68))\n ((:tag . "CD") (:stem . "25") (:form . "25") (:end . 181) (:start . 179)\n (:id . 69))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 182) (:start . 181)\n (:id . 70))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 183) (:start . 182)\n (:id . 71)))@@@1@30@((:identifiers (:sid . :s12.49) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503852@unknown@formal@none@1@S@However, it is acknowledged that they are more difficult to process than verbs [26] and are currently only dealt with by a small number of systems, often in a limited way (e.g., [17,27,28]).@(((:tag . "RB") (:stem . "however") (:form . "However") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 14) (:start . 12)\n (:id . 45))\n ((:tag . "VBN") (:stem . "acknowledge") (:form . "acknowledged") (:end . 27)\n (:start . 15) (:id . 46))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 32) (:start . 28)\n (:id . 47))\n ((:tag . "PRP") (:stem . "they") (:form . "they") (:end . 37) (:start . 33)\n (:id . 48))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 41) (:start . 38)\n (:id . 49))\n ((:tag . "RBR") (:stem . "more") (:form . "more") (:end . 46) (:start . 42)\n (:id . 50))\n ((:tag . "JJ") (:stem . "difficult") (:form . "difficult") (:end . 56)\n (:start . 47) (:id . 51))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 59) (:start . 57)\n (:id . 52))\n ((:tag . "VB") (:stem . "process") (:form . "process") (:end . 67)\n (:start . 60) (:id . 53))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 72) (:start . 68)\n (:id . 54))\n ((:tag . "NNS") (:stem . "verb") (:form . "verbs") (:end . 78) (:start . 73)\n (:id . 55))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 80) (:start . 79)\n (:id . 56))\n ((:tag . "CD") (:stem . "26") (:form . "26") (:end . 82) (:start . 80)\n (:id . 57))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 83) (:start . 82)\n (:id . 58))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 87) (:start . 84)\n (:id . 59))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 91) (:start . 88)\n (:id . 60))\n ((:tag . "RB") (:stem . "currently") (:form . "currently") (:end . 101)\n (:start . 92) (:id . 61))\n ((:tag . "RB") (:stem . "only") (:form . "only") (:end . 106) (:start . 102)\n (:id . 62))\n ((:tag . "VB") (:stem . "dealt") (:form . "dealt") (:end . 112)\n (:start . 107) (:id . 63))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 117) (:start . 113)\n (:id . 64))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 120) (:start . 118)\n (:id . 65))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 122) (:start . 121)\n (:id . 66))\n ((:tag . "JJ") (:stem . "small") (:form . "small") (:end . 128)\n (:start . 123) (:id . 67))\n ((:tag . "NN") (:stem . "number") (:form . "number") (:end . 135)\n (:start . 129) (:id . 68))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 138) (:start . 136)\n (:id . 69))\n ((:tag . "NNS") (:stem . "system") (:form . "systems") (:end . 146)\n (:start . 139) (:id . 70))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 147) (:start . 146)\n (:id . 71))\n ((:tag . "RB") (:stem . "often") (:form . "often") (:end . 153)\n (:start . 148) (:id . 72))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 156) (:start . 154)\n (:id . 73))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 158) (:start . 157)\n (:id . 74))\n ((:tag . "VBN") (:stem . "limit") (:form . "limited") (:end . 166)\n (:start . 159) (:id . 75))\n ((:tag . "NN") (:stem . "way") (:form . "way") (:end . 170) (:start . 167)\n (:id . 76))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 172) (:start . 171)\n (:id . 77))\n ((:tag . "FW") (:stem . "e.g.") (:form . "e.g.") (:end . 176) (:start . 172)\n (:id . 78))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 177) (:start . 176)\n (:id . 79))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 179) (:start . 178)\n (:id . 80))\n ((:tag . "CD") (:stem . "17,27,28") (:form . "17,27,28") (:end . 187)\n (:start . 179) (:id . 81))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 188) (:start . 187)\n (:id . 82))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 189) (:start . 188)\n (:id . 83))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 190) (:start . 189)\n (:id . 84)))@@@1@43@((:identifiers (:sid . :s12.50) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503853@unknown@formal@none@1@S@Due to the central nature of verbs and nominalised verbs in the description of events, accurate event extraction requires information about the way they behave in text, in terms of:@(((:tag . "JJ") (:stem . "due") (:form . "Due") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 6) (:start . 4)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 10) (:start . 7)\n (:id . 44))\n ((:tag . "JJ") (:stem . "central") (:form . "central") (:end . 18)\n (:start . 11) (:id . 45))\n ((:tag . "NN") (:stem . "nature") (:form . "nature") (:end . 25)\n (:start . 19) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 28) (:start . 26)\n (:id . 47))\n ((:tag . "NNS") (:stem . "verb") (:form . "verbs") (:end . 34) (:start . 29)\n (:id . 48))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 38) (:start . 35)\n (:id . 49))\n ((:tag . "JJ") (:stem . "nominalised") (:form . "nominalised") (:end . 50)\n (:start . 39) (:id . 50))\n ((:tag . "NNS") (:stem . "verb") (:form . "verbs") (:end . 56) (:start . 51)\n (:id . 51))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 59) (:start . 57)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 63) (:start . 60)\n (:id . 53))\n ((:tag . "NN") (:stem . "description") (:form . "description") (:end . 75)\n (:start . 64) (:id . 54))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 78) (:start . 76)\n (:id . 55))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 85)\n (:start . 79) (:id . 56))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 86) (:start . 85)\n (:id . 57))\n ((:tag . "JJ") (:stem . "accurate") (:form . "accurate") (:end . 95)\n (:start . 87) (:id . 58))\n ((:tag . "NN") (:stem . "event") (:form . "event") (:end . 101) (:start . 96)\n (:id . 59))\n ((:tag . "NN") (:stem . "extraction") (:form . "extraction") (:end . 112)\n (:start . 102) (:id . 60))\n ((:tag . "VBZ") (:stem . "require") (:form . "requires") (:end . 121)\n (:start . 113) (:id . 61))\n ((:tag . "NN") (:stem . "information") (:form . "information") (:end . 133)\n (:start . 122) (:id . 62))\n ((:tag . "IN") (:stem . "about") (:form . "about") (:end . 139)\n (:start . 134) (:id . 63))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 143) (:start . 140)\n (:id . 64))\n ((:tag . "NN") (:stem . "way") (:form . "way") (:end . 147) (:start . 144)\n (:id . 65))\n ((:tag . "PRP") (:stem . "they") (:form . "they") (:end . 152) (:start . 148)\n (:id . 66))\n ((:tag . "VBP") (:stem . "behave") (:form . "behave") (:end . 159)\n (:start . 153) (:id . 67))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 162) (:start . 160)\n (:id . 68))\n ((:tag . "NN") (:stem . "text") (:form . "text") (:end . 167) (:start . 163)\n (:id . 69))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 168) (:start . 167)\n (:id . 70))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 171) (:start . 169)\n (:id . 71))\n ((:tag . "NNS") (:stem . "term") (:form . "terms") (:end . 177)\n (:start . 172) (:id . 72))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 180) (:start . 178)\n (:id . 73))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 181) (:start . 180)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s12.51) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503854@unknown@formal@none@1@S@• Their syntactically-related arguments, e.g. causality, location, manner, etc.@(((:tag . "VB") (:stem . "•") (:form . "•") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "PRP$") (:stem . "their") (:form . "Their") (:end . 7) (:start . 2)\n (:id . 43))\n ((:tag . "JJ") (:stem . "syntactically-related")\n (:form . 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"of") (:form . "of") (:end . 102) (:start . 100)\n (:id . 59))\n ((:tag . "NN") (:stem . "phrase") (:form . "phrase") (:end . 109)\n (:start . 103) (:id . 60))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 114) (:start . 110)\n (:id . 61))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 118) (:start . 115)\n (:id . 62))\n ((:tag . "VB") (:stem . "constitute") (:form . "constitute") (:end . 129)\n (:start . 119) (:id . 63))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 134) (:start . 130)\n (:id . 64))\n ((:tag . "NN") (:stem . "argument") (:form . "argument") (:end . 143)\n (:start . 135) (:id . 65))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 144) (:start . 143)\n (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 145) (:start . 144)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s12.53) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503856@unknown@formal@none@1@S@The production of corpora annotated with such information allows real usage within text to be taken into account.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "production") (:form . "production") (:end . 14)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 17) (:start . 15)\n (:id . 44))\n ((:tag . "NN") (:stem . "corpora") (:form . "corpora") (:end . 25)\n (:start . 18) (:id . 45))\n ((:tag . "VBN") (:stem . "annotate") (:form . "annotated") (:end . 35)\n (:start . 26) (:id . 46))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 40) (:start . 36)\n (:id . 47))\n ((:tag . "JJ") (:stem . "such") (:form . 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"nominalised") (:end . 232)\n (:start . 221) (:id . 76))\n ((:tag . "NNS") (:stem . "verb") (:form . "verbs") (:end . 238)\n (:start . 233) (:id . 77))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 240) (:start . 239)\n (:id . 78))\n ((:tag . "CD") (:stem . "29-32") (:form . "29-32") (:end . 245)\n (:start . 240) (:id . 79))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 246) (:start . 245)\n (:id . 80))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 247) (:start . 246)\n (:id . 81)))@@@1@40@((:identifiers (:sid . :s12.55) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503858@unknown@formal@none@1@S@Such annotated corpora also facilitate the training of components of IE systems, with a large amount of research having been devoted to semantic role labelling (SRL) [33].@(((:tag . "JJ") (:stem . "such") (:form . "Such") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "VBN") (:stem . "annotate") (:form . 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"TO") (:stem . "to") (:form . "to") (:end . 135) (:start . 133)\n (:id . 64))\n ((:tag . "JJ") (:stem . "semantic") (:form . "semantic") (:end . 144)\n (:start . 136) (:id . 65))\n ((:tag . "NN") (:stem . "role") (:form . "role") (:end . 149) (:start . 145)\n (:id . 66))\n ((:tag . "NN") (:stem . "labelling") (:form . "labelling") (:end . 159)\n (:start . 150) (:id . 67))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 161) (:start . 160)\n (:id . 68))\n ((:tag . "NNP") (:stem . "SRL") (:form . "SRL") (:end . 164) (:start . 161)\n (:id . 69))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 165) (:start . 164)\n (:id . 70))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 167) (:start . 166)\n (:id . 71))\n ((:tag . "CD") (:stem . "33") (:form . "33") (:end . 169) (:start . 167)\n (:id . 72))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 170) (:start . 169)\n (:id . 73))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 171) (:start . 170)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s12.56) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503859@unknown@formal@none@1@S@Some studies (e.g., [34,35]) have shown that, to a certain extent, general language resources can also be useful in the training of SRLs for biomedical texts, due to the fact that many verbs appear in texts from both the general language and biomedical domains, and often behave in similar ways.@(((:tag . "DT") (:stem . "some") (:form . "Some") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "study") (:form . "studies") (:end . 12)\n (:start . 5) (:id . 43))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 14) (:start . 13)\n (:id . 44))\n ((:tag . "FW") (:stem . "e.g.") (:form . "e.g.") (:end . 18) (:start . 14)\n (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 19) (:start . 18)\n (:id . 46))\n ((:tag . "(") (:stem . 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"extent") (:end . 65)\n (:start . 59) (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 66) (:start . 65)\n (:id . 59))\n ((:tag . "JJ") (:stem . "general") (:form . "general") (:end . 74)\n (:start . 67) (:id . 60))\n ((:tag . "NN") (:stem . "language") (:form . "language") (:end . 83)\n (:start . 75) (:id . 61))\n ((:tag . "NNS") (:stem . "resource") (:form . "resources") (:end . 93)\n (:start . 84) (:id . 62))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 97) (:start . 94)\n (:id . 63))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 102) (:start . 98)\n (:id . 64))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 105) (:start . 103)\n (:id . 65))\n ((:tag . "JJ") (:stem . "useful") (:form . "useful") (:end . 112)\n (:start . 106) (:id . 66))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 115) (:start . 113)\n (:id . 67))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 119) (:start . 116)\n (:id . 68))\n ((:tag . "NN") (:stem . "training") (:form . "training") (:end . 128)\n (:start . 120) (:id . 69))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 131) (:start . 129)\n (:id . 70))\n ((:tag . "NNS") (:stem . "srl") (:form . "SRLs") (:end . 136) (:start . 132)\n (:id . 71))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 140) (:start . 137)\n (:id . 72))\n ((:tag . "JJ") (:stem . "biomedical") (:form . "biomedical") (:end . 151)\n (:start . 141) (:id . 73))\n ((:tag . "NNS") (:stem . "text") (:form . "texts") (:end . 157)\n (:start . 152) (:id . 74))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 158) (:start . 157)\n (:id . 75))\n ((:tag . "JJ") (:stem . "due") (:form . "due") (:end . 162) (:start . 159)\n (:id . 76))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 165) (:start . 163)\n (:id . 77))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 169) (:start . 166)\n (:id . 78))\n ((:tag . "NN") (:stem . "fact") (:form . "fact") (:end . 174) (:start . 170)\n (:id . 79))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 179) (:start . 175)\n (:id . 80))\n ((:tag . "JJ") (:stem . "many") (:form . "many") (:end . 184) (:start . 180)\n (:id . 81))\n ((:tag . "NNS") (:stem . "verb") (:form . "verbs") (:end . 190)\n (:start . 185) (:id . 82))\n ((:tag . "VBP") (:stem . "appear") (:form . "appear") (:end . 197)\n (:start . 191) (:id . 83))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 200) (:start . 198)\n (:id . 84))\n ((:tag . "NNS") (:stem . "text") (:form . "texts") (:end . 206)\n (:start . 201) (:id . 85))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 211) (:start . 207)\n (:id . 86))\n ((:tag . "CC") (:stem . "both") (:form . "both") (:end . 216) (:start . 212)\n (:id . 87))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 220) (:start . 217)\n (:id . 88))\n ((:tag . "JJ") (:stem . "general") (:form . "general") (:end . 228)\n (:start . 221) (:id . 89))\n ((:tag . "NN") (:stem . "language") (:form . "language") (:end . 237)\n (:start . 229) (:id . 90))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 241) (:start . 238)\n (:id . 91))\n ((:tag . "JJ") (:stem . "biomedical") (:form . "biomedical") (:end . 252)\n (:start . 242) (:id . 92))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 260)\n (:start . 253) (:id . 93))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 261) (:start . 260)\n (:id . 94))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 265) (:start . 262)\n (:id . 95))\n ((:tag . "RB") (:stem . "often") (:form . "often") (:end . 271)\n (:start . 266) (:id . 96))\n ((:tag . "VBP") (:stem . "behave") (:form . "behave") (:end . 278)\n (:start . 272) (:id . 97))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 281) (:start . 279)\n (:id . 98))\n ((:tag . "JJ") (:stem . "similar") (:form . "similar") (:end . 289)\n (:start . 282) (:id . 99))\n ((:tag . "NNS") (:stem . "way") (:form . "ways") (:end . 294) (:start . 290)\n (:id . 100))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 295) (:start . 294)\n (:id . 101)))@@@1@60@((:hcues ((:id . :x12.57.1) (:span 94 97)))\n (:hscopes ((:id . :x12.57.1) (:span 94 157)))\n (:identifiers (:sid . :s12.57) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503860@unknown@formal@none@1@S@However, the cited works concede that, whilst such SRLs may produce adequate results for certain predicates, training using biomedical corpora is also needed.@(((:tag . "RB") (:stem . "however") (:form . "However") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 12) (:start . 9)\n (:id . 44))\n ((:tag . "VBN") (:stem . "cite") (:form . "cited") (:end . 18) (:start . 13)\n (:id . 45))\n ((:tag . "VBZ") (:stem . "work") (:form . "works") (:end . 24) (:start . 19)\n (:id . 46))\n ((:tag . "NN") (:stem . "concede") (:form . "concede") (:end . 32)\n (:start . 25) (:id . 47))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 37) (:start . 33)\n (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 38) (:start . 37)\n (:id . 49))\n ((:tag . "IN") (:stem . "whilst") (:form . "whilst") (:end . 45)\n (:start . 39) (:id . 50))\n ((:tag . "JJ") (:stem . "such") (:form . "such") (:end . 50) (:start . 46)\n (:id . 51))\n ((:tag . "NNS") (:stem . "srl") (:form . "SRLs") (:end . 55) (:start . 51)\n (:id . 52))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 59) (:start . 56)\n (:id . 53))\n ((:tag . "VB") (:stem . "produce") (:form . "produce") (:end . 67)\n (:start . 60) (:id . 54))\n ((:tag . "JJ") (:stem . "adequate") (:form . "adequate") (:end . 76)\n (:start . 68) (:id . 55))\n ((:tag . "NNS") (:stem . "result") (:form . "results") (:end . 84)\n (:start . 77) (:id . 56))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 88) (:start . 85)\n (:id . 57))\n ((:tag . "JJ") (:stem . "certain") (:form . "certain") (:end . 96)\n (:start . 89) (:id . 58))\n ((:tag . "NNS") (:stem . "predicate") (:form . "predicates") (:end . 107)\n (:start . 97) (:id . 59))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 108) (:start . 107)\n (:id . 60))\n ((:tag . "NN") (:stem . "training") (:form . "training") (:end . 117)\n (:start . 109) (:id . 61))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 123) (:start . 118)\n (:id . 62))\n ((:tag . "JJ") (:stem . "biomedical") (:form . "biomedical") (:end . 134)\n (:start . 124) (:id . 63))\n ((:tag . "NN") (:stem . "corpora") (:form . "corpora") (:end . 142)\n (:start . 135) (:id . 64))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 145) (:start . 143)\n (:id . 65))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 150) (:start . 146)\n (:id . 66))\n ((:tag . "VBN") (:stem . "need") (:form . "needed") (:end . 157)\n (:start . 151) (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 158) (:start . 157)\n (:id . 68)))@@@1@27@((:hcues ((:id . :x12.58.1) (:span 56 59)))\n (:hscopes ((:id . :x12.58.1) (:span 56 107)))\n (:identifiers (:sid . :s12.58) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503861@unknown@formal@none@1@S@This is because domains such as biomedicine employ sublanguages [36], in which the "informational content and structure form a specialized language that can be delineated in the form of a sublanguage grammar".@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "IN") (:stem . "because") (:form . "because") (:end . 15)\n (:start . 8) (:id . 44))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 23)\n (:start . 16) (:id . 45))\n ((:tag . "JJ") (:stem . "such") (:form . "such") (:end . 28) (:start . 24)\n (:id . 46))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 31) (:start . 29)\n (:id . 47))\n ((:tag . "NN") (:stem . "biomedicine") (:form . "biomedicine") (:end . 43)\n (:start . 32) (:id . 48))\n ((:tag . "NN") (:stem . "employ") (:form . "employ") (:end . 50)\n (:start . 44) (:id . 49))\n ((:tag . "NNS") (:stem . "sublanguage") (:form . "sublanguages") (:end . 63)\n (:start . 51) (:id . 50))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 65) (:start . 64)\n (:id . 51))\n ((:tag . "CD") (:stem . "36") (:form . "36") (:end . 67) (:start . 65)\n (:id . 52))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 68) (:start . 67)\n (:id . 53))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 69) (:start . 68)\n (:id . 54))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 72) (:start . 70)\n (:id . 55))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 78) (:start . 73)\n (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 82) (:start . 79)\n (:id . 57))\n ((:tag . "``") (:stem . "``") (:form . "“") (:end . 84) (:start . 83)\n (:id . 58))\n ((:tag . "JJ") (:stem . "informational") (:form . "informational")\n (:end . 97) (:start . 84) (:id . 59))\n ((:tag . "NN") (:stem . "content") (:form . "content") (:end . 105)\n (:start . 98) (:id . 60))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 109) (:start . 106)\n (:id . 61))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 119)\n (:start . 110) (:id . 62))\n ((:tag . "VBP") (:stem . "form") (:form . "form") (:end . 124) (:start . 120)\n (:id . 63))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 126) (:start . 125)\n (:id . 64))\n ((:tag . "VBN") (:stem . "specialize") (:form . "specialized") (:end . 138)\n (:start . 127) (:id . 65))\n ((:tag . "NN") (:stem . "language") (:form . "language") (:end . 147)\n (:start . 139) (:id . 66))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 152) (:start . 148)\n (:id . 67))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 156) (:start . 153)\n (:id . 68))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 159) (:start . 157)\n (:id . 69))\n ((:tag . "VBN") (:stem . "delineate") (:form . "delineated") (:end . 170)\n (:start . 160) (:id . 70))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 173) (:start . 171)\n (:id . 71))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 177) (:start . 174)\n (:id . 72))\n ((:tag . "NN") (:stem . "form") (:form . "form") (:end . 182) (:start . 178)\n (:id . 73))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 185) (:start . 183)\n (:id . 74))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 187) (:start . 186)\n (:id . 75))\n ((:tag . "NN") (:stem . "sublanguage") (:form . "sublanguage") (:end . 199)\n (:start . 188) (:id . 76))\n ((:tag . "NN") (:stem . "grammar") (:form . "grammar") (:end . 207)\n (:start . 200) (:id . 77))\n ((:tag . "''") (:stem . "''") (:form . "”") (:end . 208) (:start . 207)\n (:id . 78))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 209) (:start . 208)\n (:id . 79)))@@@1@38@((:identifiers (:sid . :s12.59) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503862@unknown@formal@none@1@S@NLP systems must take such grammars into account to allow accurate processing of text within specialist domains [37].@(((:tag . "NNP") (:stem . "NLP") (:form . "NLP") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "system") (:form . "systems") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "MD") (:stem . "must") (:form . "must") (:end . 16) (:start . 12)\n (:id . 44))\n ((:tag . "VB") (:stem . "take") (:form . "take") (:end . 21) (:start . 17)\n (:id . 45))\n ((:tag . "JJ") (:stem . "such") (:form . "such") (:end . 26) (:start . 22)\n (:id . 46))\n ((:tag . "NNS") (:stem . "grammar") (:form . "grammars") (:end . 35)\n (:start . 27) (:id . 47))\n ((:tag . "IN") (:stem . "into") (:form . "into") (:end . 40) (:start . 36)\n (:id . 48))\n ((:tag . "NN") (:stem . "account") (:form . "account") (:end . 48)\n (:start . 41) (:id . 49))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 51) (:start . 49)\n (:id . 50))\n ((:tag . "VB") (:stem . "allow") (:form . "allow") (:end . 57) (:start . 52)\n (:id . 51))\n ((:tag . "JJ") (:stem . "accurate") (:form . "accurate") (:end . 66)\n (:start . 58) (:id . 52))\n ((:tag . "NN") (:stem . "processing") (:form . "processing") (:end . 77)\n (:start . 67) (:id . 53))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 80) (:start . 78)\n (:id . 54))\n ((:tag . "NN") (:stem . "text") (:form . "text") (:end . 85) (:start . 81)\n (:id . 55))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 92)\n (:start . 86) (:id . 56))\n ((:tag . "JJ") (:stem . "specialist") (:form . "specialist") (:end . 103)\n (:start . 93) (:id . 57))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 111)\n (:start . 104) (:id . 58))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 113) (:start . 112)\n (:id . 59))\n ((:tag . "CD") (:stem . "37") (:form . "37") (:end . 115) (:start . 113)\n (:id . 60))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 116) (:start . 115)\n (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 117) (:start . 116)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s12.60) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503863@unknown@formal@none@1@S@Sublanguage grammar features that are relevant to our work include the following:@(((:tag . "NN") (:stem . "sublanguage") (:form . "Sublanguage") (:end . 11)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "grammar") (:form . "grammar") (:end . 19)\n (:start . 12) (:id . 43))\n ((:tag . "NNS") (:stem . "feature") (:form . "features") (:end . 28)\n (:start . 20) (:id . 44))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 33) (:start . 29)\n (:id . 45))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 37) (:start . 34)\n (:id . 46))\n ((:tag . "JJ") (:stem . "relevant") (:form . "relevant") (:end . 46)\n (:start . 38) (:id . 47))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 49) (:start . 47)\n (:id . 48))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 53) (:start . 50)\n (:id . 49))\n ((:tag . "NN") (:stem . "work") (:form . "work") (:end . 58) (:start . 54)\n (:id . 50))\n ((:tag . "VBP") (:stem . "include") (:form . "include") (:end . 66)\n (:start . 59) (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 70) (:start . 67)\n (:id . 52))\n ((:tag . "NN") (:stem . "following") (:form . "following") (:end . 80)\n (:start . 71) (:id . 53))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 81) (:start . 80)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s12.61) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503864@unknown@formal@none@1@S@• The types of events found in biological sciences are often described using verbs/nominalised verbs that do not feature prominently in general language [26], e.g., methylate.@(((:tag . "PDT") (:stem . "•") (:form . "•") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "The") (:end . 5) (:start . 2)\n (:id . 43))\n ((:tag . "NNS") (:stem . "type") (:form . "types") (:end . 11) (:start . 6)\n (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 14) (:start . 12)\n (:id . 45))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 21)\n (:start . 15) (:id . 46))\n ((:tag . "VBN") (:stem . "find") (:form . "found") (:end . 27) (:start . 22)\n (:id . 47))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 30) (:start . 28)\n (:id . 48))\n ((:tag . "JJ") (:stem . "biological") (:form . "biological") (:end . 41)\n (:start . 31) (:id . 49))\n ((:tag . "NNS") (:stem . "science") (:form . "sciences") (:end . 50)\n (:start . 42) (:id . 50))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 54) (:start . 51)\n (:id . 51))\n ((:tag . "RB") (:stem . "often") (:form . "often") (:end . 60) (:start . 55)\n (:id . 52))\n ((:tag . "VBN") (:stem . "describe") (:form . "described") (:end . 70)\n (:start . 61) (:id . 53))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 76) (:start . 71)\n (:id . 54))\n ((:tag . "JJ") (:stem . "verbs/nominalised") (:form . "verbs/nominalised")\n (:end . 94) (:start . 77) (:id . 55))\n ((:tag . "NNS") (:stem . "verb") (:form . "verbs") (:end . 100) (:start . 95)\n (:id . 56))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 105) (:start . 101)\n (:id . 57))\n ((:tag . "VBP") (:stem . "do") (:form . "do") (:end . 108) (:start . 106)\n (:id . 58))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 112) (:start . 109)\n (:id . 59))\n ((:tag . "VB") (:stem . "feature") (:form . "feature") (:end . 120)\n (:start . 113) (:id . 60))\n ((:tag . "RB") (:stem . "prominently") (:form . "prominently") (:end . 132)\n (:start . 121) (:id . 61))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 135) (:start . 133)\n (:id . 62))\n ((:tag . "JJ") (:stem . "general") (:form . "general") (:end . 143)\n (:start . 136) (:id . 63))\n ((:tag . "NN") (:stem . "language") (:form . "language") (:end . 152)\n (:start . 144) (:id . 64))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 154) (:start . 153)\n (:id . 65))\n ((:tag . "CD") (:stem . "26") (:form . "26") (:end . 156) (:start . 154)\n (:id . 66))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 157) (:start . 156)\n (:id . 67))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 158) (:start . 157)\n (:id . 68))\n ((:tag . "FW") (:stem . "e.g.") (:form . "e.g.") (:end . 163) (:start . 159)\n (:id . 69))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 164) (:start . 163)\n (:id . 70))\n ((:tag . "NN") (:stem . "methylate") (:form . "methylate") (:end . 174)\n (:start . 165) (:id . 71))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 175) (:start . 174)\n (:id . 72)))@@@1@31@((:identifiers (:sid . :s12.62) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503865@unknown@formal@none@1@S@• Verbs/nominalised verbs that occur in both the general and specialised language domains may have different syntactic and semantic properties in each domain, e.g., differing numbers of arguments [38], as well as different meanings.@(((:tag . "LS") (:stem . "•") (:form . "•") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "VBN") (:stem . 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"language") (:end . 81)\n (:start . 73) (:id . 53))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 89)\n (:start . 82) (:id . 54))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 93) (:start . 90)\n (:id . 55))\n ((:tag . "VB") (:stem . "have") (:form . "have") (:end . 98) (:start . 94)\n (:id . 56))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 108)\n (:start . 99) (:id . 57))\n ((:tag . "JJ") (:stem . "syntactic") (:form . "syntactic") (:end . 118)\n (:start . 109) (:id . 58))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 122) (:start . 119)\n (:id . 59))\n ((:tag . "JJ") (:stem . "semantic") (:form . "semantic") (:end . 131)\n (:start . 123) (:id . 60))\n ((:tag . "NNS") (:stem . "property") (:form . "properties") (:end . 142)\n (:start . 132) (:id . 61))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 145) (:start . 143)\n (:id . 62))\n ((:tag . "DT") (:stem . "each") (:form . 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")") (:stem . "]") (:form . "]") (:end . 200) (:start . 199)\n (:id . 74))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 201) (:start . 200)\n (:id . 75))\n ((:tag . "RB") (:stem . "as") (:form . "as") (:end . 204) (:start . 202)\n (:id . 76))\n ((:tag . "RB") (:stem . "well") (:form . "well") (:end . 209) (:start . 205)\n (:id . 77))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 212) (:start . 210)\n (:id . 78))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 222)\n (:start . 213) (:id . 79))\n ((:tag . "NNS") (:stem . "meaning") (:form . "meanings") (:end . 231)\n (:start . 223) (:id . 80))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 232) (:start . 231)\n (:id . 81)))@@@1@40@((:hcues ((:id . :x12.63.1) (:span 90 93)))\n (:hscopes ((:id . :x12.63.1) (:span 90 231)))\n (:identifiers (:sid . :s12.63) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503866@unknown@formal@none@1@S@For example, translation generally means rendering one language into other, while in Molecular Biology it specifies the process of protein synthesis from an mRNA template.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "example") (:form . "example") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 44))\n ((:tag . "NN") (:stem . "translation") (:form . "translation") (:end . 24)\n (:start . 13) (:id . 45))\n ((:tag . "RB") (:stem . "generally") (:form . "generally") (:end . 34)\n (:start . 25) (:id . 46))\n ((:tag . "VBZ") (:stem . 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"mRNA") (:end . 161) (:start . 157)\n (:id . 67))\n ((:tag . "NN") (:stem . "template") (:form . "template") (:end . 170)\n (:start . 162) (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 171) (:start . 170)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s12.64) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503867@unknown@formal@none@1@S@Whilst there have been some attempts to produce bio-specific extensions to the general language resources described above, e.g., [38,39], together with semantic role labellers [20,40], they currently have limited coverage.@(((:tag . "IN") (:stem . "whilst") (:form . "Whilst") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "EX") (:stem . "there") (:form . "there") (:end . 12) (:start . 7)\n (:id . 43))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 17) (:start . 13)\n (:id . 44))\n ((:tag . "VBN") (:stem . "be") (:form . 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"together") (:form . "together") (:end . 146)\n (:start . 138) (:id . 66))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 151) (:start . 147)\n (:id . 67))\n ((:tag . "JJ") (:stem . "semantic") (:form . "semantic") (:end . 160)\n (:start . 152) (:id . 68))\n ((:tag . "NN") (:stem . "role") (:form . "role") (:end . 165) (:start . 161)\n (:id . 69))\n ((:tag . "NNS") (:stem . "labeller") (:form . "labellers") (:end . 175)\n (:start . 166) (:id . 70))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 177) (:start . 176)\n (:id . 71))\n ((:tag . "CD") (:stem . "20,40") (:form . "20,40") (:end . 182)\n (:start . 177) (:id . 72))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 183) (:start . 182)\n (:id . 73))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 184) (:start . 183)\n (:id . 74))\n ((:tag . "PRP") (:stem . "they") (:form . "they") (:end . 189) (:start . 185)\n (:id . 75))\n ((:tag . "RB") (:stem . "currently") (:form . "currently") (:end . 199)\n (:start . 190) (:id . 76))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 204) (:start . 200)\n (:id . 77))\n ((:tag . "VBN") (:stem . "limit") (:form . "limited") (:end . 212)\n (:start . 205) (:id . 78))\n ((:tag . "NN") (:stem . "coverage") (:form . "coverage") (:end . 221)\n (:start . 213) (:id . 79))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 222) (:start . 221)\n (:id . 80)))@@@1@39@((:identifiers (:sid . :s12.65) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503868@unknown@formal@none@1@S@The UMLS SPECIALIST lexicon [41], which includes many biomedical terms, is larger scale, but includes only syntactic, and not semantic, information about verbs.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "UMLS") (:form . "UMLS") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "NNP") (:stem . "SPECIALIST") (:form . "SPECIALIST") (:end . 19)\n (:start . 9) (:id . 44))\n ((:tag . "NN") (:stem . "lexicon") (:form . "lexicon") (:end . 27)\n (:start . 20) (:id . 45))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 29) (:start . 28)\n (:id . 46))\n ((:tag . "CD") (:stem . "41") (:form . "41") (:end . 31) (:start . 29)\n (:id . 47))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 32) (:start . 31)\n (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 33) (:start . 32)\n (:id . 49))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 39) (:start . 34)\n (:id . 50))\n ((:tag . "VBZ") (:stem . "include") (:form . "includes") (:end . 48)\n (:start . 40) (:id . 51))\n ((:tag . "JJ") (:stem . "many") (:form . "many") (:end . 53) (:start . 49)\n (:id . 52))\n ((:tag . "JJ") (:stem . "biomedical") (:form . "biomedical") (:end . 64)\n (:start . 54) (:id . 53))\n ((:tag . "NNS") (:stem . "term") (:form . "terms") (:end . 70) (:start . 65)\n (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 71) (:start . 70)\n (:id . 55))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 74) (:start . 72)\n (:id . 56))\n ((:tag . "JJR") (:stem . "large") (:form . "larger") (:end . 81)\n (:start . 75) (:id . 57))\n ((:tag . "NN") (:stem . "scale") (:form . "scale") (:end . 87) (:start . 82)\n (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 88) (:start . 87)\n (:id . 59))\n ((:tag . "CC") (:stem . "but") (:form . "but") (:end . 92) (:start . 89)\n (:id . 60))\n ((:tag . "VBZ") (:stem . "include") (:form . "includes") (:end . 101)\n (:start . 93) (:id . 61))\n ((:tag . "RB") (:stem . "only") (:form . "only") (:end . 106) (:start . 102)\n (:id . 62))\n ((:tag . "JJ") (:stem . "syntactic") (:form . "syntactic") (:end . 116)\n (:start . 107) (:id . 63))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 117) (:start . 116)\n (:id . 64))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 121) (:start . 118)\n (:id . 65))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 125) (:start . 122)\n (:id . 66))\n ((:tag . "JJ") (:stem . "semantic") (:form . "semantic") (:end . 134)\n (:start . 126) (:id . 67))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 135) (:start . 134)\n (:id . 68))\n ((:tag . "NN") (:stem . "information") (:form . "information") (:end . 147)\n (:start . 136) (:id . 69))\n ((:tag . "IN") (:stem . "about") (:form . "about") (:end . 153)\n (:start . 148) (:id . 70))\n ((:tag . "NNS") (:stem . "verb") (:form . "verbs") (:end . 159)\n (:start . 154) (:id . 71))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 160) (:start . 159)\n (:id . 72)))@@@1@31@((:identifiers (:sid . :s12.66) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503869@unknown@formal@none@1@S@Motivation@(((:tag . "NN") (:stem . "motivation") (:form . "Motivation") (:end . 10)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s12.67) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5503870@unknown@formal@none@1@S@Existing event corpora within the domain (e.g., [21] and [23]) are not specifically geared to support the acquisition of semantic frame information for verbs.@(((:tag . "VBG") (:stem . "exist") (:form . "Existing") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "event") (:form . "event") (:end . 14) (:start . 9)\n (:id . 43))\n ((:tag . "NN") (:stem . "corpora") (:form . "corpora") (:end . 22)\n (:start . 15) (:id . 44))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 29)\n (:start . 23) (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 33) (:start . 30)\n (:id . 46))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 40)\n (:start . 34) (:id . 47))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 42) (:start . 41)\n (:id . 48))\n ((:tag . "FW") (:stem . "e.g.") (:form . "e.g.") (:end . 46) (:start . 42)\n (:id . 49))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 47) (:start . 46)\n (:id . 50))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 49) (:start . 48)\n (:id . 51))\n ((:tag . "CD") (:stem . "21") (:form . "21") (:end . 51) (:start . 49)\n (:id . 52))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 52) (:start . 51)\n (:id . 53))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 56) (:start . 53)\n (:id . 54))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 58) (:start . 57)\n (:id . 55))\n ((:tag . "CD") (:stem . "23") (:form . "23") (:end . 60) (:start . 58)\n (:id . 56))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 61) (:start . 60)\n (:id . 57))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 62) (:start . 61)\n (:id . 58))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 66) (:start . 63)\n (:id . 59))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 70) (:start . 67)\n (:id . 60))\n ((:tag . "RB") (:stem . "specifically") (:form . "specifically") (:end . 83)\n (:start . 71) (:id . 61))\n ((:tag . "VBN") (:stem . "gear") (:form . "geared") (:end . 90) (:start . 84)\n (:id . 62))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 93) (:start . 91)\n (:id . 63))\n ((:tag . "VB") (:stem . "support") (:form . "support") (:end . 101)\n (:start . 94) (:id . 64))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 105) (:start . 102)\n (:id . 65))\n ((:tag . "NN") (:stem . "acquisition") (:form . "acquisition") (:end . 117)\n (:start . 106) (:id . 66))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 120) (:start . 118)\n (:id . 67))\n ((:tag . "JJ") (:stem . "semantic") (:form . "semantic") (:end . 129)\n (:start . 121) (:id . 68))\n ((:tag . "NN") (:stem . "frame") (:form . "frame") (:end . 135)\n (:start . 130) (:id . 69))\n ((:tag . "NN") (:stem . "information") (:form . "information") (:end . 147)\n (:start . 136) (:id . 70))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 151) (:start . 148)\n (:id . 71))\n ((:tag . "NNS") (:stem . "verb") (:form . "verbs") (:end . 157)\n (:start . 152) (:id . 72))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 158) (:start . 157)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s12.68) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503871@unknown@formal@none@1@S@The bio-NLP community has, until now, lacked a domain-specific linguistically-oriented corpus in which detailed semantic information for a wide range of both verbs and nominalised verbs has been annotated.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "bio-nlp") (:form . 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"linguistically-oriented") (:end . 86) (:start . 63) (:id . 53))\n ((:tag . "NN") (:stem . "corpus") (:form . "corpus") (:end . 93)\n (:start . 87) (:id . 54))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 96) (:start . 94)\n (:id . 55))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 102)\n (:start . 97) (:id . 56))\n ((:tag . "VBD") (:stem . "detail") (:form . "detailed") (:end . 111)\n (:start . 103) (:id . 57))\n ((:tag . "JJ") (:stem . "semantic") (:form . "semantic") (:end . 120)\n (:start . 112) (:id . 58))\n ((:tag . "NN") (:stem . "information") (:form . "information") (:end . 132)\n (:start . 121) (:id . 59))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 136) (:start . 133)\n (:id . 60))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 138) (:start . 137)\n (:id . 61))\n ((:tag . "JJ") (:stem . "wide") (:form . "wide") (:end . 143) (:start . 139)\n (:id . 62))\n ((:tag . "NN") (:stem . "range") (:form . "range") (:end . 149)\n (:start . 144) (:id . 63))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 152) (:start . 150)\n (:id . 64))\n ((:tag . "DT") (:stem . "both") (:form . "both") (:end . 157) (:start . 153)\n (:id . 65))\n ((:tag . "NNS") (:stem . "verb") (:form . "verbs") (:end . 163)\n (:start . 158) (:id . 66))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 167) (:start . 164)\n (:id . 67))\n ((:tag . "JJ") (:stem . "nominalised") (:form . "nominalised") (:end . 179)\n (:start . 168) (:id . 68))\n ((:tag . "NNS") (:stem . "verb") (:form . "verbs") (:end . 185)\n (:start . 180) (:id . 69))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 189) (:start . 186)\n (:id . 70))\n ((:tag . "VBN") (:stem . "be") (:form . "been") (:end . 194) (:start . 190)\n (:id . 71))\n ((:tag . "VBN") (:stem . "annotate") (:form . "annotated") (:end . 204)\n (:start . 195) (:id . 72))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 205) (:start . 204)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s12.69) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503872@unknown@formal@none@1@S@This has limited the amount of research undertaken on the production of domain-specific semantic frame resources and SRLs.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 8) (:start . 5)\n (:id . 43))\n ((:tag . "VBN") (:stem . "limit") (:form . "limited") (:end . 16)\n (:start . 9) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 20) (:start . 17)\n (:id . 45))\n ((:tag . "NN") (:stem . "amount") (:form . "amount") (:end . 27)\n (:start . 21) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 30) (:start . 28)\n (:id . 47))\n ((:tag . "NN") (:stem . "research") (:form . "research") (:end . 39)\n (:start . 31) (:id . 48))\n ((:tag . "VBN") (:stem . "undertake") (:form . "undertaken") (:end . 50)\n (:start . 40) (:id . 49))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 53) (:start . 51)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 57) (:start . 54)\n (:id . 51))\n ((:tag . "NN") (:stem . "production") (:form . "production") (:end . 68)\n (:start . 58) (:id . 52))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 71) (:start . 69)\n (:id . 53))\n ((:tag . "JJ") (:stem . "domain-specific") (:form . "domain-specific")\n (:end . 87) (:start . 72) (:id . 54))\n ((:tag . "JJ") (:stem . "semantic") (:form . "semantic") (:end . 96)\n (:start . 88) (:id . 55))\n ((:tag . "NN") (:stem . "frame") (:form . "frame") (:end . 102) (:start . 97)\n (:id . 56))\n ((:tag . "NNS") (:stem . "resource") (:form . "resources") (:end . 112)\n (:start . 103) (:id . 57))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 116) (:start . 113)\n (:id . 58))\n ((:tag . "NNS") (:stem . "srl") (:form . "SRLs") (:end . 121) (:start . 117)\n (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 122) (:start . 121)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s12.70) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503873@unknown@formal@none@1@S@In response to this, we have designed a new event annotation scheme which is specifically tailored to this purpose.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "response") (:form . "response") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 14) (:start . 12)\n (:id . 44))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 19) (:start . 15)\n (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 20) (:start . 19)\n (:id . 46))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 23) (:start . 21)\n (:id . 47))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 28) (:start . 24)\n (:id . 48))\n ((:tag . "VBN") (:stem . "design") (:form . "designed") (:end . 37)\n (:start . 29) (:id . 49))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 39) (:start . 38)\n (:id . 50))\n ((:tag . "JJ") (:stem . "new") (:form . "new") (:end . 43) (:start . 40)\n (:id . 51))\n ((:tag . "NN") (:stem . "event") (:form . "event") (:end . 49) (:start . 44)\n (:id . 52))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 60)\n (:start . 50) (:id . 53))\n ((:tag . "NN") (:stem . "scheme") (:form . "scheme") (:end . 67)\n (:start . 61) (:id . 54))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 73) (:start . 68)\n (:id . 55))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 76) (:start . 74)\n (:id . 56))\n ((:tag . "RB") (:stem . "specifically") (:form . "specifically") (:end . 89)\n (:start . 77) (:id . 57))\n ((:tag . "VBN") (:stem . "tailor") (:form . "tailored") (:end . 98)\n (:start . 90) (:id . 58))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 101) (:start . 99)\n (:id . 59))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 106) (:start . 102)\n (:id . 60))\n ((:tag . "NN") (:stem . "purpose") (:form . "purpose") (:end . 114)\n (:start . 107) (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 115) (:start . 114)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s12.71) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503874@unknown@formal@none@1@S@The scheme has subsequently been applied to the annotation of event instances relating to gene regulation and expression in MEDLINE abstracts.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "scheme") (:form . "scheme") (:end . 10) (:start . 4)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 14) (:start . 11)\n (:id . 44))\n ((:tag . "RB") (:stem . "subsequently") (:form . "subsequently") (:end . 27)\n (:start . 15) (:id . 45))\n ((:tag . "VBN") (:stem . "be") (:form . "been") (:end . 32) (:start . 28)\n (:id . 46))\n ((:tag . "VBN") (:stem . "apply") (:form . "applied") (:end . 40)\n (:start . 33) (:id . 47))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 43) (:start . 41)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 47) (:start . 44)\n (:id . 49))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 58)\n (:start . 48) (:id . 50))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 61) (:start . 59)\n (:id . 51))\n ((:tag . "NN") (:stem . "event") (:form . "event") (:end . 67) (:start . 62)\n (:id . 52))\n ((:tag . "NNS") (:stem . "instance") (:form . "instances") (:end . 77)\n (:start . 68) (:id . 53))\n ((:tag . "VBG") (:stem . "relate") (:form . "relating") (:end . 86)\n (:start . 78) (:id . 54))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 89) (:start . 87)\n (:id . 55))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 94) (:start . 90)\n (:id . 56))\n ((:tag . "NN") (:stem . "regulation") (:form . "regulation") (:end . 105)\n (:start . 95) (:id . 57))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 109) (:start . 106)\n (:id . 58))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 120)\n (:start . 110) (:id . 59))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 123) (:start . 121)\n (:id . 60))\n ((:tag . "NNP") (:stem . "MEDLINE") (:form . "MEDLINE") (:end . 131)\n (:start . 124) (:id . 61))\n ((:tag . "NNS") (:stem . "abstract") (:form . "abstracts") (:end . 141)\n (:start . 132) (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 142) (:start . 141)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s12.72) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503875@unknown@formal@none@1@S@Our scheme differs from those of previous event corpora in the field in a number of important ways:@(((:tag . "PRP$") (:stem . "our") (:form . "Our") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "scheme") (:form . "scheme") (:end . 10) (:start . 4)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "differ") (:form . "differs") (:end . 18)\n (:start . 11) (:id . 44))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 23) (:start . 19)\n (:id . 45))\n ((:tag . "DT") (:stem . "those") (:form . "those") (:end . 29) (:start . 24)\n (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 32) (:start . 30)\n (:id . 47))\n ((:tag . "JJ") (:stem . "previous") (:form . "previous") (:end . 41)\n (:start . 33) (:id . 48))\n ((:tag . "NN") (:stem . "event") (:form . "event") (:end . 47) (:start . 42)\n (:id . 49))\n ((:tag . "NN") (:stem . "corpora") (:form . "corpora") (:end . 55)\n (:start . 48) (:id . 50))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 58) (:start . 56)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 62) (:start . 59)\n (:id . 52))\n ((:tag . "NN") (:stem . "field") (:form . "field") (:end . 68) (:start . 63)\n (:id . 53))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 71) (:start . 69)\n (:id . 54))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 73) (:start . 72)\n (:id . 55))\n ((:tag . "NN") (:stem . "number") (:form . "number") (:end . 80)\n (:start . 74) (:id . 56))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 83) (:start . 81)\n (:id . 57))\n ((:tag . "JJ") (:stem . "important") (:form . "important") (:end . 93)\n (:start . 84) (:id . 58))\n ((:tag . "NNS") (:stem . "way") (:form . "ways") (:end . 98) (:start . 94)\n (:id . 59))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 99) (:start . 98)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s12.73) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503876@unknown@formal@none@1@S@• It captures the semantic annotation of as many structurally-related arguments as possible of a large number of verbs and nominalised verbs describing gene regulation and expression events.@(((:tag . "LS") (:stem . "•") (:form . "•") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "PRP") (:stem . "it") (:form . "It") (:end . 4) (:start . 2)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "capture") (:form . "captures") (:end . 13)\n (:start . 5) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 17) (:start . 14)\n (:id . 45))\n ((:tag . "JJ") (:stem . "semantic") (:form . "semantic") (:end . 26)\n (:start . 18) (:id . 46))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 37)\n (:start . 27) (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 40) (:start . 38)\n (:id . 48))\n ((:tag . "RB") (:stem . "as") (:form . "as") (:end . 43) (:start . 41)\n (:id . 49))\n ((:tag . "JJ") (:stem . "many") (:form . "many") (:end . 48) (:start . 44)\n (:id . 50))\n ((:tag . "JJ") (:stem . "structurally-related")\n (:form . "structurally-related") (:end . 69) (:start . 49) (:id . 51))\n ((:tag . "NNS") (:stem . "argument") (:form . "arguments") (:end . 79)\n (:start . 70) (:id . 52))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 82) (:start . 80)\n (:id . 53))\n ((:tag . "JJ") (:stem . "possible") (:form . "possible") (:end . 91)\n (:start . 83) (:id . 54))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 94) (:start . 92)\n (:id . 55))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 96) (:start . 95)\n (:id . 56))\n ((:tag . "JJ") (:stem . "large") (:form . "large") (:end . 102) (:start . 97)\n (:id . 57))\n ((:tag . "NN") (:stem . "number") (:form . "number") (:end . 109)\n (:start . 103) (:id . 58))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 112) (:start . 110)\n (:id . 59))\n ((:tag . "NNS") (:stem . "verb") (:form . "verbs") (:end . 118)\n (:start . 113) (:id . 60))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 122) (:start . 119)\n (:id . 61))\n ((:tag . "JJ") (:stem . "nominalised") (:form . "nominalised") (:end . 134)\n (:start . 123) (:id . 62))\n ((:tag . "NNS") (:stem . "verb") (:form . "verbs") (:end . 140)\n (:start . 135) (:id . 63))\n ((:tag . "VBG") (:stem . "describe") (:form . "describing") (:end . 151)\n (:start . 141) (:id . 64))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 156) (:start . 152)\n (:id . 65))\n ((:tag . "NN") (:stem . "regulation") (:form . "regulation") (:end . 167)\n (:start . 157) (:id . 66))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 171) (:start . 168)\n (:id . 67))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 182)\n (:start . 172) (:id . 68))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 189)\n (:start . 183) (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 190) (:start . 189)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s12.74) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503877@unknown@formal@none@1@S@This is important since, according to [20], and as confirmed by us through consultation with biologists, types of information such as location, manner, timing and condition, which can appear in various syntactic positions, are all essential for describing biomedical relations.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "JJ") (:stem . "important") (:form . "important") (:end . 17)\n (:start . 8) (:id . 44))\n ((:tag . "IN") (:stem . "since") (:form . "since") (:end . 23) (:start . 18)\n (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 24) (:start . 23)\n (:id . 46))\n ((:tag . "VBG") (:stem . "accord") (:form . "according") (:end . 34)\n (:start . 25) (:id . 47))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 37) (:start . 35)\n (:id . 48))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 39) (:start . 38)\n (:id . 49))\n ((:tag . "CD") (:stem . "20") (:form . "20") (:end . 41) (:start . 39)\n (:id . 50))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 42) (:start . 41)\n (:id . 51))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 43) (:start . 42)\n (:id . 52))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 47) (:start . 44)\n (:id . 53))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 50) (:start . 48)\n (:id . 54))\n ((:tag . "VBN") (:stem . "confirm") (:form . "confirmed") (:end . 60)\n (:start . 51) (:id . 55))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 63) (:start . 61)\n (:id . 56))\n ((:tag . "PRP") (:stem . "us") (:form . "us") (:end . 66) (:start . 64)\n (:id . 57))\n ((:tag . "IN") (:stem . "through") (:form . "through") (:end . 74)\n (:start . 67) (:id . 58))\n ((:tag . "NN") (:stem . "consultation") (:form . "consultation") (:end . 87)\n (:start . 75) (:id . 59))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 92) (:start . 88)\n (:id . 60))\n ((:tag . "NNS") (:stem . "biologist") (:form . "biologists") (:end . 103)\n (:start . 93) (:id . 61))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 104) (:start . 103)\n (:id . 62))\n ((:tag . "NNS") (:stem . "type") (:form . "types") (:end . 110)\n (:start . 105) (:id . 63))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 113) (:start . 111)\n (:id . 64))\n ((:tag . "NN") (:stem . "information") (:form . "information") (:end . 125)\n (:start . 114) (:id . 65))\n ((:tag . "JJ") (:stem . "such") (:form . "such") (:end . 130) (:start . 126)\n (:id . 66))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 133) (:start . 131)\n (:id . 67))\n ((:tag . "NN") (:stem . "location") (:form . "location") (:end . 142)\n (:start . 134) (:id . 68))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 143) (:start . 142)\n (:id . 69))\n ((:tag . "NN") (:stem . "manner") (:form . "manner") (:end . 150)\n (:start . 144) (:id . 70))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 151) (:start . 150)\n (:id . 71))\n ((:tag . "NN") (:stem . "timing") (:form . "timing") (:end . 158)\n (:start . 152) (:id . 72))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 162) (:start . 159)\n (:id . 73))\n ((:tag . "NN") (:stem . "condition") (:form . "condition") (:end . 172)\n (:start . 163) (:id . 74))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 173) (:start . 172)\n (:id . 75))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 179)\n (:start . 174) (:id . 76))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 183) (:start . 180)\n (:id . 77))\n ((:tag . "VB") (:stem . "appear") (:form . "appear") (:end . 190)\n (:start . 184) (:id . 78))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 193) (:start . 191)\n (:id . 79))\n ((:tag . "JJ") (:stem . "various") (:form . "various") (:end . 201)\n (:start . 194) (:id . 80))\n ((:tag . "JJ") (:stem . "syntactic") (:form . "syntactic") (:end . 211)\n (:start . 202) (:id . 81))\n ((:tag . "NNS") (:stem . "position") (:form . "positions") (:end . 221)\n (:start . 212) (:id . 82))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 222) (:start . 221)\n (:id . 83))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 226) (:start . 223)\n (:id . 84))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 230) (:start . 227)\n (:id . 85))\n ((:tag . "JJ") (:stem . "essential") (:form . "essential") (:end . 240)\n (:start . 231) (:id . 86))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 244) (:start . 241)\n (:id . 87))\n ((:tag . "VBG") (:stem . "describe") (:form . "describing") (:end . 255)\n (:start . 245) (:id . 88))\n ((:tag . "JJ") (:stem . "biomedical") (:form . "biomedical") (:end . 266)\n (:start . 256) (:id . 89))\n ((:tag . "NNS") (:stem . "relation") (:form . "relations") (:end . 276)\n (:start . 267) (:id . 90))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 277) (:start . 276)\n (:id . 91)))@@@1@50@((:hcues ((:id . :x12.75.1) (:span 180 183)))\n (:hscopes ((:id . :x12.75.1) (:span 180 221)))\n (:identifiers (:sid . :s12.75) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503878@unknown@formal@none@1@S@A sentence-based approach facilitates the linking between semantic information and syntactic structure.@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "sentence-based") (:form . "sentence-based")\n (:end . 16) (:start . 2) (:id . 43))\n ((:tag . "NN") (:stem . "approach") (:form . "approach") (:end . 25)\n (:start . 17) (:id . 44))\n ((:tag . "VBZ") (:stem . "facilitate") (:form . "facilitates") (:end . 37)\n (:start . 26) (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 41) (:start . 38)\n (:id . 46))\n ((:tag . "NN") (:stem . "linking") (:form . "linking") (:end . 49)\n (:start . 42) (:id . 47))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 57)\n (:start . 50) (:id . 48))\n ((:tag . "JJ") (:stem . "semantic") (:form . "semantic") (:end . 66)\n (:start . 58) (:id . 49))\n ((:tag . "NN") (:stem . "information") (:form . "information") (:end . 78)\n (:start . 67) (:id . 50))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 82) (:start . 79)\n (:id . 51))\n ((:tag . "JJ") (:stem . "syntactic") (:form . "syntactic") (:end . 92)\n (:start . 83) (:id . 52))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 102)\n (:start . 93) (:id . 53))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 103) (:start . 102)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s12.76) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503879@unknown@formal@none@1@S@• It bridges linguistic and biological knowledge:@(((:tag . "LS") (:stem . "•") (:form . "•") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "PRP") (:stem . "it") (:form . "It") (:end . 4) (:start . 2)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "bridge") (:form . "bridges") (:end . 12)\n (:start . 5) (:id . 44))\n ((:tag . "JJ") (:stem . "linguistic") (:form . "linguistic") (:end . 23)\n (:start . 13) (:id . 45))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 27) (:start . 24)\n (:id . 46))\n ((:tag . "JJ") (:stem . "biological") (:form . "biological") (:end . 38)\n (:start . 28) (:id . 47))\n ((:tag . "NN") (:stem . "knowledge") (:form . "knowledge") (:end . 48)\n (:start . 39) (:id . 48))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 49) (:start . 48)\n (:id . 49)))@@@1@8@((:identifiers (:sid . :s12.77) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503880@unknown@formal@none@1@S@From the linguistic perspective, all arguments are characterised using semantic roles.@(((:tag . "IN") (:stem . "from") (:form . "From") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 8) (:start . 5)\n (:id . 43))\n ((:tag . "JJ") (:stem . "linguistic") (:form . "linguistic") (:end . 19)\n (:start . 9) (:id . 44))\n ((:tag . "NN") (:stem . "perspective") (:form . "perspective") (:end . 31)\n (:start . 20) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 32) (:start . 31)\n (:id . 46))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 36) (:start . 33)\n (:id . 47))\n ((:tag . "NNS") (:stem . "argument") (:form . "arguments") (:end . 46)\n (:start . 37) (:id . 48))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 50) (:start . 47)\n (:id . 49))\n ((:tag . "VBN") (:stem . "characterise") (:form . "characterised")\n (:end . 64) (:start . 51) (:id . 50))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 70) (:start . 65)\n (:id . 51))\n ((:tag . "JJ") (:stem . "semantic") (:form . "semantic") (:end . 79)\n (:start . 71) (:id . 52))\n ((:tag . "NNS") (:stem . "role") (:form . "roles") (:end . 85) (:start . 80)\n (:id . 53))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 86) (:start . 85)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s12.78) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503881@unknown@formal@none@1@S@We have defined a new, closed set of event-independent roles which are designed for application to arguments of a range of types of biomedical events.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "VBN") (:stem . "define") (:form . "defined") (:end . 15)\n (:start . 8) (:id . 44))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 17) (:start . 16)\n (:id . 45))\n ((:tag . "JJ") (:stem . "new") (:form . "new") (:end . 21) (:start . 18)\n (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 22) (:start . 21)\n (:id . 47))\n ((:tag . "JJ") (:stem . "closed") (:form . "closed") (:end . 29)\n (:start . 23) (:id . 48))\n ((:tag . "NN") (:stem . "set") (:form . "set") (:end . 33) (:start . 30)\n (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 36) (:start . 34)\n (:id . 50))\n ((:tag . "JJ") (:stem . "event-independent") (:form . "event-independent")\n (:end . 54) (:start . 37) (:id . 51))\n ((:tag . "NNS") (:stem . "role") (:form . "roles") (:end . 60) (:start . 55)\n (:id . 52))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 66) (:start . 61)\n (:id . 53))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 70) (:start . 67)\n (:id . 54))\n ((:tag . "VBN") (:stem . "design") (:form . "designed") (:end . 79)\n (:start . 71) (:id . 55))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 83) (:start . 80)\n (:id . 56))\n ((:tag . "NN") (:stem . "application") (:form . "application") (:end . 95)\n (:start . 84) (:id . 57))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 98) (:start . 96)\n (:id . 58))\n ((:tag . "NNS") (:stem . "argument") (:form . "arguments") (:end . 108)\n (:start . 99) (:id . 59))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 111) (:start . 109)\n (:id . 60))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 113) (:start . 112)\n (:id . 61))\n ((:tag . "NN") (:stem . "range") (:form . "range") (:end . 119)\n (:start . 114) (:id . 62))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 122) (:start . 120)\n (:id . 63))\n ((:tag . "NNS") (:stem . "type") (:form . "types") (:end . 128)\n (:start . 123) (:id . 64))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 131) (:start . 129)\n (:id . 65))\n ((:tag . "JJ") (:stem . "biomedical") (:form . "biomedical") (:end . 142)\n (:start . 132) (:id . 66))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 149)\n (:start . 143) (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 150) (:start . 149)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s12.79) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503882@unknown@formal@none@1@S@Closed sets of semantic roles are advantageous in that they facilitate generalization over different types of events [25,42].@(((:tag . "JJ") (:stem . "closed") (:form . "Closed") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "set") (:form . "sets") (:end . 11) (:start . 7)\n (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 14) (:start . 12)\n (:id . 44))\n ((:tag . "JJ") (:stem . "semantic") (:form . "semantic") (:end . 23)\n (:start . 15) (:id . 45))\n ((:tag . "NNS") (:stem . "role") (:form . "roles") (:end . 29) (:start . 24)\n (:id . 46))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 33) (:start . 30)\n (:id . 47))\n ((:tag . "JJ") (:stem . "advantageous") (:form . "advantageous") (:end . 46)\n (:start . 34) (:id . 48))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 49) (:start . 47)\n (:id . 49))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 54) (:start . 50)\n (:id . 50))\n ((:tag . "PRP") (:stem . "they") (:form . "they") (:end . 59) (:start . 55)\n (:id . 51))\n ((:tag . "VBP") (:stem . "facilitate") (:form . "facilitate") (:end . 70)\n (:start . 60) (:id . 52))\n ((:tag . "NN") (:stem . "generalization") (:form . "generalization")\n (:end . 85) (:start . 71) (:id . 53))\n ((:tag . "IN") (:stem . "over") (:form . "over") (:end . 90) (:start . 86)\n (:id . 54))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 100)\n (:start . 91) (:id . 55))\n ((:tag . "NNS") (:stem . "type") (:form . "types") (:end . 106)\n (:start . 101) (:id . 56))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 109) (:start . 107)\n (:id . 57))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 116)\n (:start . 110) (:id . 58))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 118) (:start . 117)\n (:id . 59))\n ((:tag . "CD") (:stem . "25,42") (:form . "25,42") (:end . 123)\n (:start . 118) (:id . 60))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 124) (:start . 123)\n (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 125) (:start . 124)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s12.80) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503883@unknown@formal@none@1@S@Although their application to general language may be problematic [30], the use of a closed set is viable in a restricted domain, as domain-specific definitions can be provided for each semantic role type.@(((:tag . "IN") (:stem . "although") (:form . "Although") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "PRP$") (:stem . "their") (:form . "their") (:end . 14) (:start . 9)\n (:id . 43))\n ((:tag . "NN") (:stem . "application") (:form . "application") (:end . 26)\n (:start . 15) (:id . 44))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 29) (:start . 27)\n (:id . 45))\n ((:tag . "JJ") (:stem . "general") (:form . "general") (:end . 37)\n (:start . 30) (:id . 46))\n ((:tag . "NN") (:stem . "language") (:form . "language") (:end . 46)\n (:start . 38) (:id . 47))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 50) (:start . 47)\n (:id . 48))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 53) (:start . 51)\n (:id . 49))\n ((:tag . "JJ") (:stem . "problematic") (:form . "problematic") (:end . 65)\n (:start . 54) (:id . 50))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 67) (:start . 66)\n (:id . 51))\n ((:tag . "CD") (:stem . "30") (:form . "30") (:end . 69) (:start . 67)\n (:id . 52))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 70) (:start . 69)\n (:id . 53))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 71) (:start . 70)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 75) (:start . 72)\n (:id . 55))\n ((:tag . "NN") (:stem . "use") (:form . "use") (:end . 79) (:start . 76)\n (:id . 56))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 82) (:start . 80)\n (:id . 57))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 84) (:start . 83)\n (:id . 58))\n ((:tag . "VBN") (:stem . "close") (:form . "closed") (:end . 91)\n (:start . 85) (:id . 59))\n ((:tag . "NN") (:stem . "set") (:form . "set") (:end . 95) (:start . 92)\n (:id . 60))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 98) (:start . 96)\n (:id . 61))\n ((:tag . "JJ") (:stem . "viable") (:form . "viable") (:end . 105)\n (:start . 99) (:id . 62))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 108) (:start . 106)\n (:id . 63))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 110) (:start . 109)\n (:id . 64))\n ((:tag . "JJ") (:stem . "restricted") (:form . "restricted") (:end . 121)\n (:start . 111) (:id . 65))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 128)\n (:start . 122) (:id . 66))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 129) (:start . 128)\n (:id . 67))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 132) (:start . 130)\n (:id . 68))\n ((:tag . "JJ") (:stem . "domain-specific") (:form . "domain-specific")\n (:end . 148) (:start . 133) (:id . 69))\n ((:tag . "NNS") (:stem . "definition") (:form . "definitions") (:end . 160)\n (:start . 149) (:id . 70))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 164) (:start . 161)\n (:id . 71))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 167) (:start . 165)\n (:id . 72))\n ((:tag . "VBN") (:stem . "provide") (:form . "provided") (:end . 176)\n (:start . 168) (:id . 73))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 180) (:start . 177)\n (:id . 74))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 185) (:start . 181)\n (:id . 75))\n ((:tag . "JJ") (:stem . "semantic") (:form . "semantic") (:end . 194)\n (:start . 186) (:id . 76))\n ((:tag . "NN") (:stem . "role") (:form . "role") (:end . 199) (:start . 195)\n (:id . 77))\n ((:tag . "NN") (:stem . "type") (:form . "type") (:end . 204) (:start . 200)\n (:id . 78))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 205) (:start . 204)\n (:id . 79)))@@@1@38@((:hcues ((:id . :x12.81.1) (:span 161 164)) ((:id . :x12.81.2) (:span 47 50)))\n (:hscopes ((:id . :x12.81.1) (:span 133 204))\n ((:id . :x12.81.2) (:span 47 65)))\n (:identifiers (:sid . :s12.81) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503884@unknown@formal@none@1@S@From the biological perspective, appropriate arguments are additionally assigned a biological concept type from a hierarchically-structured set that is tailored to the gene regulation domain.@(((:tag . "IN") (:stem . "from") (:form . "From") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 8) (:start . 5)\n (:id . 43))\n ((:tag . "JJ") (:stem . "biological") (:form . "biological") (:end . 19)\n (:start . 9) (:id . 44))\n ((:tag . "NN") (:stem . "perspective") (:form . "perspective") (:end . 31)\n (:start . 20) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 32) (:start . 31)\n (:id . 46))\n ((:tag . "JJ") (:stem . "appropriate") (:form . "appropriate") (:end . 44)\n (:start . 33) (:id . 47))\n ((:tag . "NNS") (:stem . "argument") (:form . "arguments") (:end . 54)\n (:start . 45) (:id . 48))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 58) (:start . 55)\n (:id . 49))\n ((:tag . "RB") (:stem . "additionally") (:form . "additionally") (:end . 71)\n (:start . 59) (:id . 50))\n ((:tag . "VBN") (:stem . "assign") (:form . "assigned") (:end . 80)\n (:start . 72) (:id . 51))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 82) (:start . 81)\n (:id . 52))\n ((:tag . "JJ") (:stem . "biological") (:form . "biological") (:end . 93)\n (:start . 83) (:id . 53))\n ((:tag . "NN") (:stem . "concept") (:form . "concept") (:end . 101)\n (:start . 94) (:id . 54))\n ((:tag . "NN") (:stem . "type") (:form . "type") (:end . 106) (:start . 102)\n (:id . 55))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 111) (:start . 107)\n (:id . 56))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 113) (:start . 112)\n (:id . 57))\n ((:tag . "JJ") (:stem . "hierarchically-structured")\n (:form . "hierarchically-structured") (:end . 139) (:start . 114)\n (:id . 58))\n ((:tag . "NN") (:stem . "set") (:form . "set") (:end . 143) (:start . 140)\n (:id . 59))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 148) (:start . 144)\n (:id . 60))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 151) (:start . 149)\n (:id . 61))\n ((:tag . "VBN") (:stem . "tailor") (:form . "tailored") (:end . 160)\n (:start . 152) (:id . 62))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 163) (:start . 161)\n (:id . 63))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 167) (:start . 164)\n (:id . 64))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 172) (:start . 168)\n (:id . 65))\n ((:tag . "NN") (:stem . "regulation") (:form . "regulation") (:end . 183)\n (:start . 173) (:id . 66))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 190)\n (:start . 184) (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 191) (:start . 190)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s12.82) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503885@unknown@formal@none@1@S@The concepts are mapped to classes in the Gene Regulation Ontology (GRO) [43].@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "concept") (:form . "concepts") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 16) (:start . 13)\n (:id . 44))\n ((:tag . "VBN") (:stem . "map") (:form . "mapped") (:end . 23) (:start . 17)\n (:id . 45))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 26) (:start . 24)\n (:id . 46))\n ((:tag . "NNS") (:stem . "class") (:form . "classes") (:end . 34)\n (:start . 27) (:id . 47))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 37) (:start . 35)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 41) (:start . 38)\n (:id . 49))\n ((:tag . "NNP") (:stem . "Gene") (:form . "Gene") (:end . 46) (:start . 42)\n (:id . 50))\n ((:tag . "NNP") (:stem . "Regulation") (:form . "Regulation") (:end . 57)\n (:start . 47) (:id . 51))\n ((:tag . "NNP") (:stem . "Ontology") (:form . "Ontology") (:end . 66)\n (:start . 58) (:id . 52))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 68) (:start . 67)\n (:id . 53))\n ((:tag . "NNP") (:stem . "GRO") (:form . "GRO") (:end . 71) (:start . 68)\n (:id . 54))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 72) (:start . 71)\n (:id . 55))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 74) (:start . 73)\n (:id . 56))\n ((:tag . "CD") (:stem . "43") (:form . "43") (:end . 76) (:start . 74)\n (:id . 57))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 77) (:start . 76)\n (:id . 58))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 78) (:start . 77)\n (:id . 59)))@@@1@18@((:identifiers (:sid . :s12.83) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503886@unknown@formal@none@1@S@The combination of semantic role and biological concept labels provides a rich annotation, aimed at allowing users to have a large amount of flexibility over the type of query they specify and to have control over the specificity or generality of certain parts of the query, e.g.:@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "combination") (:form . "combination") (:end . 15)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 18) (:start . 16)\n (:id . 44))\n ((:tag . "JJ") (:stem . "semantic") (:form . "semantic") (:end . 27)\n (:start . 19) (:id . 45))\n ((:tag . "NN") (:stem . "role") (:form . "role") (:end . 32) (:start . 28)\n (:id . 46))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 36) (:start . 33)\n (:id . 47))\n ((:tag . "JJ") (:stem . "biological") (:form . "biological") (:end . 47)\n (:start . 37) (:id . 48))\n ((:tag . "NN") (:stem . "concept") (:form . "concept") (:end . 55)\n (:start . 48) (:id . 49))\n ((:tag . "NNS") (:stem . "label") (:form . "labels") (:end . 62)\n (:start . 56) (:id . 50))\n ((:tag . "VBZ") (:stem . "provide") (:form . "provides") (:end . 71)\n (:start . 63) (:id . 51))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 73) (:start . 72)\n (:id . 52))\n ((:tag . "JJ") (:stem . "rich") (:form . "rich") (:end . 78) (:start . 74)\n (:id . 53))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 89)\n (:start . 79) (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 90) (:start . 89)\n (:id . 55))\n ((:tag . "VBN") (:stem . "aim") (:form . "aimed") (:end . 96) (:start . 91)\n (:id . 56))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 99) (:start . 97)\n (:id . 57))\n ((:tag . "VBG") (:stem . "allow") (:form . "allowing") (:end . 108)\n (:start . 100) (:id . 58))\n ((:tag . "NNS") (:stem . "user") (:form . "users") (:end . 114)\n (:start . 109) (:id . 59))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 117) (:start . 115)\n (:id . 60))\n ((:tag . "VB") (:stem . "have") (:form . "have") (:end . 122) (:start . 118)\n (:id . 61))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 124) (:start . 123)\n (:id . 62))\n ((:tag . "JJ") (:stem . "large") (:form . "large") (:end . 130)\n (:start . 125) (:id . 63))\n ((:tag . "NN") (:stem . "amount") (:form . "amount") (:end . 137)\n (:start . 131) (:id . 64))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 140) (:start . 138)\n (:id . 65))\n ((:tag . "NN") (:stem . "flexibility") (:form . "flexibility") (:end . 152)\n (:start . 141) (:id . 66))\n ((:tag . "IN") (:stem . "over") (:form . "over") (:end . 157) (:start . 153)\n (:id . 67))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 161) (:start . 158)\n (:id . 68))\n ((:tag . "NN") (:stem . "type") (:form . "type") (:end . 166) (:start . 162)\n (:id . 69))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 169) (:start . 167)\n (:id . 70))\n ((:tag . "NN") (:stem . "query") (:form . "query") (:end . 175)\n (:start . 170) (:id . 71))\n ((:tag . "PRP") (:stem . "they") (:form . "they") (:end . 180) (:start . 176)\n (:id . 72))\n ((:tag . "VBP") (:stem . "specify") (:form . "specify") (:end . 188)\n (:start . 181) (:id . 73))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 192) (:start . 189)\n (:id . 74))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 195) (:start . 193)\n (:id . 75))\n ((:tag . "VB") (:stem . "have") (:form . "have") (:end . 200) (:start . 196)\n (:id . 76))\n ((:tag . "NN") (:stem . "control") (:form . "control") (:end . 208)\n (:start . 201) (:id . 77))\n ((:tag . "IN") (:stem . "over") (:form . "over") (:end . 213) (:start . 209)\n (:id . 78))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 217) (:start . 214)\n (:id . 79))\n ((:tag . "NN") (:stem . "specificity") (:form . "specificity") (:end . 229)\n (:start . 218) (:id . 80))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 232) (:start . 230)\n (:id . 81))\n ((:tag . "NN") (:stem . "generality") (:form . "generality") (:end . 243)\n (:start . 233) (:id . 82))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 246) (:start . 244)\n (:id . 83))\n ((:tag . "JJ") (:stem . "certain") (:form . "certain") (:end . 254)\n (:start . 247) (:id . 84))\n ((:tag . "NNS") (:stem . "part") (:form . "parts") (:end . 260)\n (:start . 255) (:id . 85))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 263) (:start . 261)\n (:id . 86))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 267) (:start . 264)\n (:id . 87))\n ((:tag . "NN") (:stem . "query") (:form . "query") (:end . 273)\n (:start . 268) (:id . 88))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 274) (:start . 273)\n (:id . 89))\n ((:tag . "FW") (:stem . "e.g.") (:form . "e.g.") (:end . 279) (:start . 275)\n (:id . 90))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 280) (:start . 279)\n (:id . 91)))@@@1@50@((:identifiers (:sid . :s12.84) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503887@unknown@formal@none@1@S@In LOCATION:E. coli, AGENT:NifA activates which THEME:GENE.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "LOCATION:E.") (:form . "LOCATION:E.") (:end . 14)\n (:start . 3) (:id . 43))\n ((:tag . "FW") (:stem . "coli") (:form . "coli") (:end . 19) (:start . 15)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 20) (:start . 19)\n (:id . 45))\n ((:tag . "NNP") (:stem . "AGENT:NifA") (:form . "AGENT:NifA") (:end . 31)\n (:start . 21) (:id . 46))\n ((:tag . "VBZ") (:stem . "activate") (:form . "activates") (:end . 41)\n (:start . 32) (:id . 47))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 47) (:start . 42)\n (:id . 48))\n ((:tag . "NN") (:stem . "THEME:GENE") (:form . "THEME:GENE") (:end . 58)\n (:start . 48) (:id . 49))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 59) (:start . 58)\n (:id . 50)))@@@1@9@((:identifiers (:sid . :s12.85) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503888@unknown@formal@none@1@S@This query would search for instances of events in which a LOCATION, AGENT and THEME are specified.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "query") (:form . "query") (:end . 10) (:start . 5)\n (:id . 43))\n ((:tag . "MD") (:stem . "would") (:form . "would") (:end . 16) (:start . 11)\n (:id . 44))\n ((:tag . "VB") (:stem . "search") (:form . "search") (:end . 23)\n (:start . 17) (:id . 45))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 27) (:start . 24)\n (:id . 46))\n ((:tag . "NNS") (:stem . "instance") (:form . "instances") (:end . 37)\n (:start . 28) (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 40) (:start . 38)\n (:id . 48))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 47)\n (:start . 41) (:id . 49))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 50) (:start . 48)\n (:id . 50))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 56) (:start . 51)\n (:id . 51))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 58) (:start . 57)\n (:id . 52))\n ((:tag . "NN") (:stem . "location") (:form . "LOCATION") (:end . 67)\n (:start . 59) (:id . 53))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 68) (:start . 67)\n (:id . 54))\n ((:tag . "NNP") (:stem . "AGENT") (:form . "AGENT") (:end . 74) (:start . 69)\n (:id . 55))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 78) (:start . 75)\n (:id . 56))\n ((:tag . "NNP") (:stem . "THEME") (:form . "THEME") (:end . 84) (:start . 79)\n (:id . 57))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 88) (:start . 85)\n (:id . 58))\n ((:tag . "VBN") (:stem . "specify") (:form . "specified") (:end . 98)\n (:start . 89) (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 99) (:start . 98)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s12.86) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503889@unknown@formal@none@1@S@The values of the semantic roles may be specified either as specific words or phrases (e.g., E. coli or NifA) or more general named entity categories (e.g., GENE).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "value") (:form . "values") (:end . 10) (:start . 4)\n (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 13) (:start . 11)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 17) (:start . 14)\n (:id . 45))\n ((:tag . "JJ") (:stem . "semantic") (:form . "semantic") (:end . 26)\n (:start . 18) (:id . 46))\n ((:tag . "NNS") (:stem . "role") (:form . "roles") (:end . 32) (:start . 27)\n (:id . 47))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 36) (:start . 33)\n (:id . 48))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 39) (:start . 37)\n (:id . 49))\n ((:tag . "VBN") (:stem . "specify") (:form . "specified") (:end . 49)\n (:start . 40) (:id . 50))\n ((:tag . "CC") (:stem . "either") (:form . "either") (:end . 56)\n (:start . 50) (:id . 51))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 59) (:start . 57)\n (:id . 52))\n ((:tag . "JJ") (:stem . "specific") (:form . "specific") (:end . 68)\n (:start . 60) (:id . 53))\n ((:tag . "NNS") (:stem . "word") (:form . "words") (:end . 74) (:start . 69)\n (:id . 54))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 77) (:start . 75)\n (:id . 55))\n ((:tag . "NNS") (:stem . "phrase") (:form . "phrases") (:end . 85)\n (:start . 78) (:id . 56))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 87) (:start . 86)\n (:id . 57))\n ((:tag . "FW") (:stem . "e.g.") (:form . "e.g.") (:end . 91) (:start . 87)\n (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 92) (:start . 91)\n (:id . 59))\n ((:tag . "FW") (:stem . "e.") (:form . "E.") (:end . 95) (:start . 93)\n (:id . 60))\n ((:tag . "FW") (:stem . "coli") (:form . "coli") (:end . 100) (:start . 96)\n (:id . 61))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 103) (:start . 101)\n (:id . 62))\n ((:tag . "NNP") (:stem . "NifA") (:form . "NifA") (:end . 108) (:start . 104)\n (:id . 63))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 109) (:start . 108)\n (:id . 64))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 112) (:start . 110)\n (:id . 65))\n ((:tag . "RBR") (:stem . "more") (:form . "more") (:end . 117) (:start . 113)\n (:id . 66))\n ((:tag . "JJ") (:stem . "general") (:form . "general") (:end . 125)\n (:start . 118) (:id . 67))\n ((:tag . "VBN") (:stem . "name") (:form . "named") (:end . 131)\n (:start . 126) (:id . 68))\n ((:tag . "NN") (:stem . "entity") (:form . "entity") (:end . 138)\n (:start . 132) (:id . 69))\n ((:tag . "NNS") (:stem . "category") (:form . "categories") (:end . 149)\n (:start . 139) (:id . 70))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 151) (:start . 150)\n (:id . 71))\n ((:tag . "FW") (:stem . "e.g.") (:form . "e.g.") (:end . 155) (:start . 151)\n (:id . 72))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 156) (:start . 155)\n (:id . 73))\n ((:tag . "NNP") (:stem . "GENE") (:form . "GENE") (:end . 161) (:start . 157)\n (:id . 74))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 162) (:start . 161)\n (:id . 75))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 163) (:start . 162)\n (:id . 76)))@@@1@35@((:hcues ((:id . :x12.87.1) (:span 50 56))\n ((:id . :x12.87.2) (:span 33 36 110 112)))\n (:hscopes ((:id . :x12.87.1) (:span 50 108))\n ((:id . :x12.87.2) (:span 0 162)))\n (:identifiers (:sid . :s12.87) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503890@unknown@formal@none@1@S@The GREC consists of 240 MEDLINE abstracts, which have been annotated with a total of 3067 events.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "GREC") (:form . "GREC") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "consist") (:form . "consists") (:end . 17)\n (:start . 9) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 20) (:start . 18)\n (:id . 45))\n ((:tag . "CD") (:stem . "240") (:form . "240") (:end . 24) (:start . 21)\n (:id . 46))\n ((:tag . "NNP") (:stem . "MEDLINE") (:form . "MEDLINE") (:end . 32)\n (:start . 25) (:id . 47))\n ((:tag . "NNS") (:stem . "abstract") (:form . "abstracts") (:end . 42)\n (:start . 33) (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 43) (:start . 42)\n (:id . 49))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 49) (:start . 44)\n (:id . 50))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 54) (:start . 50)\n (:id . 51))\n ((:tag . "VBN") (:stem . "be") (:form . "been") (:end . 59) (:start . 55)\n (:id . 52))\n ((:tag . "VBN") (:stem . "annotate") (:form . "annotated") (:end . 69)\n (:start . 60) (:id . 53))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 74) (:start . 70)\n (:id . 54))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 76) (:start . 75)\n (:id . 55))\n ((:tag . "NN") (:stem . "total") (:form . "total") (:end . 82) (:start . 77)\n (:id . 56))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 85) (:start . 83)\n (:id . 57))\n ((:tag . "CD") (:stem . "3067") (:form . "3067") (:end . 90) (:start . 86)\n (:id . 58))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 97)\n (:start . 91) (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 98) (:start . 97)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s12.88) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503891@unknown@formal@none@1@S@Whilst of modest size compared to some other domain-specific event-annotated corpora (e.g., [21]), this is balanced by the richness of the annotations.@(((:tag . "IN") (:stem . "whilst") (:form . "Whilst") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 9) (:start . 7)\n (:id . 43))\n ((:tag . "JJ") (:stem . "modest") (:form . "modest") (:end . 16)\n (:start . 10) (:id . 44))\n ((:tag . "NN") (:stem . "size") (:form . "size") (:end . 21) (:start . 17)\n (:id . 45))\n ((:tag . "VBN") (:stem . "compare") (:form . "compared") (:end . 30)\n (:start . 22) (:id . 46))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 33) (:start . 31)\n (:id . 47))\n ((:tag . "DT") (:stem . "some") (:form . "some") (:end . 38) (:start . 34)\n (:id . 48))\n ((:tag . "JJ") (:stem . "other") (:form . "other") (:end . 44) (:start . 39)\n (:id . 49))\n ((:tag . "JJ") (:stem . "domain-specific") (:form . "domain-specific")\n (:end . 60) (:start . 45) (:id . 50))\n ((:tag . "JJ") (:stem . "event-annotated") (:form . "event-annotated")\n (:end . 76) (:start . 61) (:id . 51))\n ((:tag . "NN") (:stem . "corpora") (:form . "corpora") (:end . 84)\n (:start . 77) (:id . 52))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 86) (:start . 85)\n (:id . 53))\n ((:tag . "FW") (:stem . "e.g.") (:form . "e.g.") (:end . 90) (:start . 86)\n (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 91) (:start . 90)\n (:id . 55))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 93) (:start . 92)\n (:id . 56))\n ((:tag . "CD") (:stem . "21") (:form . "21") (:end . 95) (:start . 93)\n (:id . 57))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 96) (:start . 95)\n (:id . 58))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 97) (:start . 96)\n (:id . 59))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 98) (:start . 97)\n (:id . 60))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 103) (:start . 99)\n (:id . 61))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 106) (:start . 104)\n (:id . 62))\n ((:tag . "VBN") (:stem . "balance") (:form . "balanced") (:end . 115)\n (:start . 107) (:id . 63))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 118) (:start . 116)\n (:id . 64))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 122) (:start . 119)\n (:id . 65))\n ((:tag . "NN") (:stem . "richness") (:form . "richness") (:end . 131)\n (:start . 123) (:id . 66))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 134) (:start . 132)\n (:id . 67))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 138) (:start . 135)\n (:id . 68))\n ((:tag . "NNS") (:stem . "annotation") (:form . "annotations") (:end . 150)\n (:start . 139) (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 151) (:start . 150)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s12.89) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503892@unknown@formal@none@1@S@The corpus has already been used in the development of the BioLexicon [44].@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "corpus") (:form . "corpus") (:end . 10) (:start . 4)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 14) (:start . 11)\n (:id . 44))\n ((:tag . "RB") (:stem . "already") (:form . "already") (:end . 22)\n (:start . 15) (:id . 45))\n ((:tag . "VBN") (:stem . "be") (:form . "been") (:end . 27) (:start . 23)\n (:id . 46))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 32) (:start . 28)\n (:id . 47))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 35) (:start . 33)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 39) (:start . 36)\n (:id . 49))\n ((:tag . "NN") (:stem . "development") (:form . "development") (:end . 51)\n (:start . 40) (:id . 50))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 54) (:start . 52)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 58) (:start . 55)\n (:id . 52))\n ((:tag . "NNP") (:stem . "BioLexicon") (:form . "BioLexicon") (:end . 69)\n (:start . 59) (:id . 53))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 71) (:start . 70)\n (:id . 54))\n ((:tag . "CD") (:stem . "44") (:form . "44") (:end . 73) (:start . 71)\n (:id . 55))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 74) (:start . 73)\n (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 75) (:start . 74)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s12.90) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503893@unknown@formal@none@1@S@This unique text mining resource for biology provides and links syntactic and semantic frame information for a large number of biomedical sublanguage verbs.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "unique") (:form . "unique") (:end . 11) (:start . 5)\n (:id . 43))\n ((:tag . "NN") (:stem . "text") (:form . "text") (:end . 16) (:start . 12)\n (:id . 44))\n ((:tag . "NN") (:stem . "mining") (:form . "mining") (:end . 23)\n (:start . 17) (:id . 45))\n ((:tag . "NN") (:stem . "resource") (:form . "resource") (:end . 32)\n (:start . 24) (:id . 46))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 36) (:start . 33)\n (:id . 47))\n ((:tag . "NN") (:stem . "biology") (:form . "biology") (:end . 44)\n (:start . 37) (:id . 48))\n ((:tag . "VBZ") (:stem . "provide") (:form . "provides") (:end . 53)\n (:start . 45) (:id . 49))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 57) (:start . 54)\n (:id . 50))\n ((:tag . "VBZ") (:stem . "link") (:form . "links") (:end . 63) (:start . 58)\n (:id . 51))\n ((:tag . "JJ") (:stem . "syntactic") (:form . "syntactic") (:end . 73)\n (:start . 64) (:id . 52))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 77) (:start . 74)\n (:id . 53))\n ((:tag . "JJ") (:stem . "semantic") (:form . "semantic") (:end . 86)\n (:start . 78) (:id . 54))\n ((:tag . "NN") (:stem . "frame") (:form . "frame") (:end . 92) (:start . 87)\n (:id . 55))\n ((:tag . "NN") (:stem . "information") (:form . "information") (:end . 104)\n (:start . 93) (:id . 56))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 108) (:start . 105)\n (:id . 57))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 110) (:start . 109)\n (:id . 58))\n ((:tag . "JJ") (:stem . "large") (:form . "large") (:end . 116)\n (:start . 111) (:id . 59))\n ((:tag . "NN") (:stem . "number") (:form . "number") (:end . 123)\n (:start . 117) (:id . 60))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 126) (:start . 124)\n (:id . 61))\n ((:tag . "JJ") (:stem . "biomedical") (:form . "biomedical") (:end . 137)\n (:start . 127) (:id . 62))\n ((:tag . "NN") (:stem . "sublanguage") (:form . "sublanguage") (:end . 149)\n (:start . 138) (:id . 63))\n ((:tag . "NNS") (:stem . "verb") (:form . "verbs") (:end . 155)\n (:start . 150) (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 156) (:start . 155)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s12.91) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503894@unknown@formal@none@1@S@In addition, the lexicon contains (1) derived forms of these verbs (including nominalisations), (2) general English words frequently used within the biology domain and (3) domain terms, gathered (and interlinked) both from existing databases and through the application of text mining techniques.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "addition") (:form . "addition") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 16) (:start . 13)\n (:id . 45))\n ((:tag . "NN") (:stem . "lexicon") (:form . "lexicon") (:end . 24)\n (:start . 17) (:id . 46))\n ((:tag . "VBZ") (:stem . "contain") (:form . "contains") (:end . 33)\n (:start . 25) (:id . 47))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 35) (:start . 34)\n (:id . 48))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 36) (:start . 35)\n (:id . 49))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 37) (:start . 36)\n (:id . 50))\n ((:tag . "VBN") (:stem . "derive") (:form . "derived") (:end . 45)\n (:start . 38) (:id . 51))\n ((:tag . "NNS") (:stem . "form") (:form . "forms") (:end . 51) (:start . 46)\n (:id . 52))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 54) (:start . 52)\n (:id . 53))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 60) (:start . 55)\n (:id . 54))\n ((:tag . "NNS") (:stem . "verb") (:form . "verbs") (:end . 66) (:start . 61)\n (:id . 55))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 68) (:start . 67)\n (:id . 56))\n ((:tag . "VBG") (:stem . "include") (:form . "including") (:end . 77)\n (:start . 68) (:id . 57))\n ((:tag . "NNS") (:stem . "nominalisation") (:form . "nominalisations")\n (:end . 93) (:start . 78) (:id . 58))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 94) (:start . 93)\n (:id . 59))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 95) (:start . 94)\n (:id . 60))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 97) (:start . 96)\n (:id . 61))\n ((:tag . "LS") (:stem . "2") (:form . "2") (:end . 98) (:start . 97)\n (:id . 62))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 99) (:start . 98)\n (:id . 63))\n ((:tag . "JJ") (:stem . "general") (:form . "general") (:end . 107)\n (:start . 100) (:id . 64))\n ((:tag . "JJ") (:stem . "english") (:form . "English") (:end . 115)\n (:start . 108) (:id . 65))\n ((:tag . "NNS") (:stem . "word") (:form . "words") (:end . 121)\n (:start . 116) (:id . 66))\n ((:tag . "RB") (:stem . "frequently") (:form . "frequently") (:end . 132)\n (:start . 122) (:id . 67))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 137) (:start . 133)\n (:id . 68))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 144)\n (:start . 138) (:id . 69))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 148) (:start . 145)\n (:id . 70))\n ((:tag . "NN") (:stem . "biology") (:form . "biology") (:end . 156)\n (:start . 149) (:id . 71))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 163)\n (:start . 157) (:id . 72))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 167) (:start . 164)\n (:id . 73))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 169) (:start . 168)\n (:id . 74))\n ((:tag . "LS") (:stem . "3") (:form . "3") (:end . 170) (:start . 169)\n (:id . 75))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 171) (:start . 170)\n (:id . 76))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 178)\n (:start . 172) (:id . 77))\n ((:tag . "NNS") (:stem . "term") (:form . "terms") (:end . 184)\n (:start . 179) (:id . 78))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 185) (:start . 184)\n (:id . 79))\n ((:tag . "VBN") (:stem . "gather") (:form . "gathered") (:end . 194)\n (:start . 186) (:id . 80))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 196) (:start . 195)\n (:id . 81))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 199) (:start . 196)\n (:id . 82))\n ((:tag . "VBN") (:stem . "interlink") (:form . "interlinked") (:end . 211)\n (:start . 200) (:id . 83))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 212) (:start . 211)\n (:id . 84))\n ((:tag . "CC") (:stem . "both") (:form . "both") (:end . 217) (:start . 213)\n (:id . 85))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 222) (:start . 218)\n (:id . 86))\n ((:tag . "VBG") (:stem . "exist") (:form . "existing") (:end . 231)\n (:start . 223) (:id . 87))\n ((:tag . "NNS") (:stem . "database") (:form . "databases") (:end . 241)\n (:start . 232) (:id . 88))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 245) (:start . 242)\n (:id . 89))\n ((:tag . "IN") (:stem . "through") (:form . "through") (:end . 253)\n (:start . 246) (:id . 90))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 257) (:start . 254)\n (:id . 91))\n ((:tag . "NN") (:stem . "application") (:form . "application") (:end . 269)\n (:start . 258) (:id . 92))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 272) (:start . 270)\n (:id . 93))\n ((:tag . "NN") (:stem . "text") (:form . "text") (:end . 277) (:start . 273)\n (:id . 94))\n ((:tag . "NN") (:stem . "mining") (:form . "mining") (:end . 284)\n (:start . 278) (:id . 95))\n ((:tag . "NNS") (:stem . "technique") (:form . "techniques") (:end . 295)\n (:start . 285) (:id . 96))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 296) (:start . 295)\n (:id . 97)))@@@1@56@((:identifiers (:sid . :s12.92) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503895@unknown@formal@none@1@S@Initial machine learning experiments using the GREC [45] suggest that it can be used to train IE components with reasonably good performance, with both named entity extraction and semantic role labelling having achieved F-scores of around 60%, based on 10-fold cross validation.@(((:tag . "JJ") (:stem . "initial") (:form . "Initial") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "machine") (:form . "machine") (:end . 15)\n (:start . 8) (:id . 43))\n ((:tag . "NN") (:stem . "learning") (:form . "learning") (:end . 24)\n (:start . 16) (:id . 44))\n ((:tag . "NNS") (:stem . "experiment") (:form . "experiments") (:end . 36)\n (:start . 25) (:id . 45))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 42) (:start . 37)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 46) (:start . 43)\n (:id . 47))\n ((:tag . "NNP") (:stem . "GREC") (:form . "GREC") (:end . 51) (:start . 47)\n (:id . 48))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 53) (:start . 52)\n (:id . 49))\n ((:tag . "CD") (:stem . "45") (:form . "45") (:end . 55) (:start . 53)\n (:id . 50))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 56) (:start . 55)\n (:id . 51))\n ((:tag . "VBP") (:stem . "suggest") (:form . "suggest") (:end . 64)\n (:start . 57) (:id . 52))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 69) (:start . 65)\n (:id . 53))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 72) (:start . 70)\n (:id . 54))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 76) (:start . 73)\n (:id . 55))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 79) (:start . 77)\n (:id . 56))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 84) (:start . 80)\n (:id . 57))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 87) (:start . 85)\n (:id . 58))\n ((:tag . "VB") (:stem . "train") (:form . "train") (:end . 93) (:start . 88)\n (:id . 59))\n ((:tag . "JJ") (:stem . "ie") (:form . "IE") (:end . 96) (:start . 94)\n (:id . 60))\n ((:tag . "NNS") (:stem . "component") (:form . "components") (:end . 107)\n (:start . 97) (:id . 61))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 112) (:start . 108)\n (:id . 62))\n ((:tag . "RB") (:stem . "reasonably") (:form . "reasonably") (:end . 123)\n (:start . 113) (:id . 63))\n ((:tag . "JJ") (:stem . "good") (:form . "good") (:end . 128) (:start . 124)\n (:id . 64))\n ((:tag . "NN") (:stem . "performance") (:form . "performance") (:end . 140)\n (:start . 129) (:id . 65))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 141) (:start . 140)\n (:id . 66))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 146) (:start . 142)\n (:id . 67))\n ((:tag . "CC") (:stem . "both") (:form . "both") (:end . 151) (:start . 147)\n (:id . 68))\n ((:tag . "VBN") (:stem . "name") (:form . "named") (:end . 157)\n (:start . 152) (:id . 69))\n ((:tag . "NN") (:stem . "entity") (:form . "entity") (:end . 164)\n (:start . 158) (:id . 70))\n ((:tag . "NN") (:stem . "extraction") (:form . "extraction") (:end . 175)\n (:start . 165) (:id . 71))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 179) (:start . 176)\n (:id . 72))\n ((:tag . "JJ") (:stem . "semantic") (:form . "semantic") (:end . 188)\n (:start . 180) (:id . 73))\n ((:tag . "NN") (:stem . "role") (:form . "role") (:end . 193) (:start . 189)\n (:id . 74))\n ((:tag . "NN") (:stem . "labelling") (:form . "labelling") (:end . 203)\n (:start . 194) (:id . 75))\n ((:tag . "VBG") (:stem . "have") (:form . "having") (:end . 210)\n (:start . 204) (:id . 76))\n ((:tag . "VBN") (:stem . "achieve") (:form . "achieved") (:end . 219)\n (:start . 211) (:id . 77))\n ((:tag . "NNS") (:stem . "f-score") (:form . "F-scores") (:end . 228)\n (:start . 220) (:id . 78))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 231) (:start . 229)\n (:id . 79))\n ((:tag . "IN") (:stem . "around") (:form . "around") (:end . 238)\n (:start . 232) (:id . 80))\n ((:tag . "CD") (:stem . "60") (:form . "60") (:end . 241) (:start . 239)\n (:id . 81))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 242) (:start . 241)\n (:id . 82))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 243) (:start . 242)\n (:id . 83))\n ((:tag . "VBN") (:stem . "base") (:form . "based") (:end . 249)\n (:start . 244) (:id . 84))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 252) (:start . 250)\n (:id . 85))\n ((:tag . "JJ") (:stem . "10-fold") (:form . "10-fold") (:end . 260)\n (:start . 253) (:id . 86))\n ((:tag . "NN") (:stem . "cross") (:form . "cross") (:end . 266)\n (:start . 261) (:id . 87))\n ((:tag . "NN") (:stem . "validation") (:form . "validation") (:end . 277)\n (:start . 267) (:id . 88))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 278) (:start . 277)\n (:id . 89)))@@@1@48@((:hcues ((:id . :x12.93.1) (:span 73 76)) ((:id . :x12.93.2) (:span 57 64)))\n (:hscopes ((:id . :x12.93.1) (:span 70 277))\n ((:id . :x12.93.2) (:span 57 277)))\n (:identifiers (:sid . :s12.93) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503896@unknown@formal@none@1@S@A further direction of research which could help to improve the performance of IE systems trained on the GREC is introduced in [46], in which it is demonstrated that, due to the differing perspectives of different annotation schemes, it is not always the case that larger corpora contain the most useful information.@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "further") (:form . "further") (:end . 9)\n (:start . 2) (:id . 43))\n ((:tag . "NN") (:stem . "direction") (:form . "direction") (:end . 19)\n (:start . 10) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 22) (:start . 20)\n (:id . 45))\n ((:tag . "NN") (:stem . "research") (:form . "research") (:end . 31)\n (:start . 23) (:id . 46))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 37) (:start . 32)\n (:id . 47))\n ((:tag . "MD") (:stem . "could") (:form . "could") (:end . 43) (:start . 38)\n (:id . 48))\n ((:tag . "VB") (:stem . "help") (:form . "help") (:end . 48) (:start . 44)\n (:id . 49))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 51) (:start . 49)\n (:id . 50))\n ((:tag . "VB") (:stem . "improve") (:form . "improve") (:end . 59)\n (:start . 52) (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 63) (:start . 60)\n (:id . 52))\n ((:tag . "NN") (:stem . "performance") (:form . "performance") (:end . 75)\n (:start . 64) (:id . 53))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 78) (:start . 76)\n (:id . 54))\n ((:tag . "JJ") (:stem . "ie") (:form . "IE") (:end . 81) (:start . 79)\n (:id . 55))\n ((:tag . "NNS") (:stem . "system") (:form . "systems") (:end . 89)\n (:start . 82) (:id . 56))\n ((:tag . "VBN") (:stem . "train") (:form . "trained") (:end . 97)\n (:start . 90) (:id . 57))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 100) (:start . 98)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 104) (:start . 101)\n (:id . 59))\n ((:tag . "NNP") (:stem . "GREC") (:form . "GREC") (:end . 109) (:start . 105)\n (:id . 60))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 112) (:start . 110)\n (:id . 61))\n ((:tag . "VBN") (:stem . "introduce") (:form . "introduced") (:end . 123)\n (:start . 113) (:id . 62))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 126) (:start . 124)\n (:id . 63))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 128) (:start . 127)\n (:id . 64))\n ((:tag . "CD") (:stem . "46") (:form . "46") (:end . 130) (:start . 128)\n (:id . 65))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 131) (:start . 130)\n (:id . 66))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 132) (:start . 131)\n (:id . 67))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 135) (:start . 133)\n (:id . 68))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 141)\n (:start . 136) (:id . 69))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 144) (:start . 142)\n (:id . 70))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 147) (:start . 145)\n (:id . 71))\n ((:tag . "VBN") (:stem . "demonstrate") (:form . "demonstrated") (:end . 160)\n (:start . 148) (:id . 72))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 165) (:start . 161)\n (:id . 73))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 166) (:start . 165)\n (:id . 74))\n ((:tag . "IN") (:stem . "due") (:form . "due") (:end . 170) (:start . 167)\n (:id . 75))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 173) (:start . 171)\n (:id . 76))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 177) (:start . 174)\n (:id . 77))\n ((:tag . "VBG") (:stem . "differ") (:form . "differing") (:end . 187)\n (:start . 178) (:id . 78))\n ((:tag . "NNS") (:stem . "perspective") (:form . "perspectives") (:end . 200)\n (:start . 188) (:id . 79))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 203) (:start . 201)\n (:id . 80))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 213)\n (:start . 204) (:id . 81))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 224)\n (:start . 214) (:id . 82))\n ((:tag . "NNS") (:stem . "scheme") (:form . "schemes") (:end . 232)\n (:start . 225) (:id . 83))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 233) (:start . 232)\n (:id . 84))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 236) (:start . 234)\n (:id . 85))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 239) (:start . 237)\n (:id . 86))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 243) (:start . 240)\n (:id . 87))\n ((:tag . "RB") (:stem . "always") (:form . "always") (:end . 250)\n (:start . 244) (:id . 88))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 254) (:start . 251)\n (:id . 89))\n ((:tag . "NN") (:stem . "case") (:form . "case") (:end . 259) (:start . 255)\n (:id . 90))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 264) (:start . 260)\n (:id . 91))\n ((:tag . "JJR") (:stem . "large") (:form . "larger") (:end . 271)\n (:start . 265) (:id . 92))\n ((:tag . "NN") (:stem . "corpora") (:form . "corpora") (:end . 279)\n (:start . 272) (:id . 93))\n ((:tag . "VBP") (:stem . "contain") (:form . "contain") (:end . 287)\n (:start . 280) (:id . 94))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 291) (:start . 288)\n (:id . 95))\n ((:tag . "RBS") (:stem . "most") (:form . "most") (:end . 296) (:start . 292)\n (:id . 96))\n ((:tag . "JJ") (:stem . "useful") (:form . "useful") (:end . 303)\n (:start . 297) (:id . 97))\n ((:tag . "NN") (:stem . "information") (:form . "information") (:end . 315)\n (:start . 304) (:id . 98))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 316) (:start . 315)\n (:id . 99)))@@@1@58@((:hcues ((:id . :x12.94.1) (:span 38 43)))\n (:hscopes ((:id . :x12.94.1) (:span 38 109)))\n (:identifiers (:sid . :s12.94) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503897@unknown@formal@none@1@S@The reported study found that, whilst small corpora may not be large enough to train IE systems in their own right, augmenting such corpora with training instances derived from other corpora can help to improve the performance of the trained system.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "VBN") (:stem . "report") (:form . "reported") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "study") (:form . "study") (:end . 18) (:start . 13)\n (:id . 44))\n ((:tag . "VBD") (:stem . "find") (:form . "found") (:end . 24) (:start . 19)\n (:id . 45))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 29) (:start . 25)\n (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 30) (:start . 29)\n (:id . 47))\n ((:tag . "IN") (:stem . "whilst") (:form . "whilst") (:end . 37)\n (:start . 31) (:id . 48))\n ((:tag . "JJ") (:stem . "small") (:form . "small") (:end . 43) (:start . 38)\n (:id . 49))\n ((:tag . "NN") (:stem . "corpora") (:form . "corpora") (:end . 51)\n (:start . 44) (:id . 50))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 55) (:start . 52)\n (:id . 51))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 59) (:start . 56)\n (:id . 52))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 62) (:start . 60)\n (:id . 53))\n ((:tag . "JJ") (:stem . "large") (:form . "large") (:end . 68) (:start . 63)\n (:id . 54))\n ((:tag . "RB") (:stem . "enough") (:form . "enough") (:end . 75)\n (:start . 69) (:id . 55))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 78) (:start . 76)\n (:id . 56))\n ((:tag . "VB") (:stem . "train") (:form . "train") (:end . 84) (:start . 79)\n (:id . 57))\n ((:tag . "JJ") (:stem . "ie") (:form . "IE") (:end . 87) (:start . 85)\n (:id . 58))\n ((:tag . "NNS") (:stem . "system") (:form . "systems") (:end . 95)\n (:start . 88) (:id . 59))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 98) (:start . 96)\n (:id . 60))\n ((:tag . "PRP$") (:stem . "their") (:form . "their") (:end . 104)\n (:start . 99) (:id . 61))\n ((:tag . "JJ") (:stem . "own") (:form . "own") (:end . 108) (:start . 105)\n (:id . 62))\n ((:tag . "NN") (:stem . "right") (:form . "right") (:end . 114)\n (:start . 109) (:id . 63))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 115) (:start . 114)\n (:id . 64))\n ((:tag . "VBG") (:stem . "augment") (:form . "augmenting") (:end . 126)\n (:start . 116) (:id . 65))\n ((:tag . "JJ") (:stem . "such") (:form . "such") (:end . 131) (:start . 127)\n (:id . 66))\n ((:tag . "NN") (:stem . "corpora") (:form . "corpora") (:end . 139)\n (:start . 132) (:id . 67))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 144) (:start . 140)\n (:id . 68))\n ((:tag . "NN") (:stem . "training") (:form . "training") (:end . 153)\n (:start . 145) (:id . 69))\n ((:tag . "NNS") (:stem . "instance") (:form . "instances") (:end . 163)\n (:start . 154) (:id . 70))\n ((:tag . "VBN") (:stem . "derive") (:form . "derived") (:end . 171)\n (:start . 164) (:id . 71))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 176) (:start . 172)\n (:id . 72))\n ((:tag . "JJ") (:stem . "other") (:form . "other") (:end . 182)\n (:start . 177) (:id . 73))\n ((:tag . "NN") (:stem . "corpora") (:form . "corpora") (:end . 190)\n (:start . 183) (:id . 74))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 194) (:start . 191)\n (:id . 75))\n ((:tag . "VB") (:stem . "help") (:form . "help") (:end . 199) (:start . 195)\n (:id . 76))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 202) (:start . 200)\n (:id . 77))\n ((:tag . "VB") (:stem . "improve") (:form . "improve") (:end . 210)\n (:start . 203) (:id . 78))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 214) (:start . 211)\n (:id . 79))\n ((:tag . "NN") (:stem . "performance") (:form . "performance") (:end . 226)\n (:start . 215) (:id . 80))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 229) (:start . 227)\n (:id . 81))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 233) (:start . 230)\n (:id . 82))\n ((:tag . "JJ") (:stem . "trained") (:form . "trained") (:end . 241)\n (:start . 234) (:id . 83))\n ((:tag . "NN") (:stem . "system") (:form . "system") (:end . 248)\n (:start . 242) (:id . 84))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 249) (:start . 248)\n (:id . 85)))@@@1@44@((:hcues ((:id . :x12.95.1) (:span 191 194)) ((:id . :x12.95.2) (:span 52 55)))\n (:hscopes ((:id . :x12.95.1) (:span 191 248))\n ((:id . :x12.95.2) (:span 52 114)))\n (:identifiers (:sid . :s12.95) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503898@unknown@formal@none@1@S@This provides convincing evidence that combining smaller, richly annotated corpora, such as our own, with larger corpora which are slightly poorer in information content, could provide a future direction of research for training more accurate biomedical IE systems.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "provide") (:form . 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"slightly") (:form . "slightly") (:end . 139)\n (:start . 131) (:id . 64))\n ((:tag . "JJR") (:stem . "poor") (:form . "poorer") (:end . 146)\n (:start . 140) (:id . 65))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 149) (:start . 147)\n (:id . 66))\n ((:tag . "NN") (:stem . "information") (:form . "information") (:end . 161)\n (:start . 150) (:id . 67))\n ((:tag . "NN") (:stem . "content") (:form . "content") (:end . 169)\n (:start . 162) (:id . 68))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 170) (:start . 169)\n (:id . 69))\n ((:tag . "MD") (:stem . "could") (:form . "could") (:end . 176)\n (:start . 171) (:id . 70))\n ((:tag . "VB") (:stem . "provide") (:form . "provide") (:end . 184)\n (:start . 177) (:id . 71))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 186) (:start . 185)\n (:id . 72))\n ((:tag . "JJ") (:stem . "future") (:form . "future") (:end . 193)\n (:start . 187) (:id . 73))\n ((:tag . "NN") (:stem . "direction") (:form . "direction") (:end . 203)\n (:start . 194) (:id . 74))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 206) (:start . 204)\n (:id . 75))\n ((:tag . "NN") (:stem . "research") (:form . "research") (:end . 215)\n (:start . 207) (:id . 76))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 219) (:start . 216)\n (:id . 77))\n ((:tag . "VBG") (:stem . "train") (:form . "training") (:end . 228)\n (:start . 220) (:id . 78))\n ((:tag . "RBR") (:stem . "more") (:form . "more") (:end . 233) (:start . 229)\n (:id . 79))\n ((:tag . "JJ") (:stem . "accurate") (:form . "accurate") (:end . 242)\n (:start . 234) (:id . 80))\n ((:tag . "JJ") (:stem . "biomedical") (:form . "biomedical") (:end . 253)\n (:start . 243) (:id . 81))\n ((:tag . "NN") (:stem . "ie") (:form . "IE") (:end . 256) (:start . 254)\n (:id . 82))\n ((:tag . "NNS") (:stem . "system") (:form . "systems") (:end . 264)\n (:start . 257) (:id . 83))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 265) (:start . 264)\n (:id . 84)))@@@1@43@((:hcues ((:id . :x12.96.1) (:span 171 176)))\n (:hscopes ((:id . :x12.96.1) (:span 171 264)))\n (:identifiers (:sid . :s12.96) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503899@unknown@formal@none@1@S@This idea is especially attractive, given that the production of large, richly annotated corpora can be very time consuming.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "idea") (:form . "idea") (:end . 9) (:start . 5)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 12) (:start . 10)\n (:id . 44))\n ((:tag . "RB") (:stem . "especially") (:form . "especially") (:end . 23)\n (:start . 13) (:id . 45))\n ((:tag . "JJ") (:stem . "attractive") (:form . "attractive") (:end . 34)\n (:start . 24) (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 35) (:start . 34)\n (:id . 47))\n ((:tag . "VBN") (:stem . "give") (:form . "given") (:end . 41) (:start . 36)\n (:id . 48))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 46) (:start . 42)\n (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 50) (:start . 47)\n (:id . 50))\n ((:tag . "NN") (:stem . "production") (:form . "production") (:end . 61)\n (:start . 51) (:id . 51))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 64) (:start . 62)\n (:id . 52))\n ((:tag . "JJ") (:stem . "large") (:form . "large") (:end . 70) (:start . 65)\n (:id . 53))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 71) (:start . 70)\n (:id . 54))\n ((:tag . "RB") (:stem . "richly") (:form . "richly") (:end . 78)\n (:start . 72) (:id . 55))\n ((:tag . "VBN") (:stem . "annotate") (:form . "annotated") (:end . 88)\n (:start . 79) (:id . 56))\n ((:tag . "NN") (:stem . "corpora") (:form . "corpora") (:end . 96)\n (:start . 89) (:id . 57))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 100) (:start . 97)\n (:id . 58))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 103) (:start . 101)\n (:id . 59))\n ((:tag . "JJ") (:stem . "very") (:form . "very") (:end . 108) (:start . 104)\n (:id . 60))\n ((:tag . "NN") (:stem . "time") (:form . "time") (:end . 113) (:start . 109)\n (:id . 61))\n ((:tag . "NN") (:stem . "consuming") (:form . "consuming") (:end . 123)\n (:start . 114) (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 124) (:start . 123)\n (:id . 63)))@@@1@22@((:hcues ((:id . :x12.97.1) (:span 97 100)))\n (:hscopes ((:id . :x12.97.1) (:span 97 123)))\n (:identifiers (:sid . :s12.97) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503900@unknown@formal@none@1@S@In the remainder of this paper, we firstly cover the key aspects of our annotation scheme, followed by a description of the recruitment and training of annotators.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "remainder") (:form . "remainder") (:end . 16)\n (:start . 7) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 19) (:start . 17)\n (:id . 45))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 24) (:start . 20)\n (:id . 46))\n ((:tag . "NN") (:stem . "paper") (:form . "paper") (:end . 30) (:start . 25)\n (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 31) (:start . 30)\n (:id . 48))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 34) (:start . 32)\n (:id . 49))\n ((:tag . "RB") (:stem . "firstly") (:form . "firstly") (:end . 42)\n (:start . 35) (:id . 50))\n ((:tag . "VBP") (:stem . "cover") (:form . "cover") (:end . 48) (:start . 43)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 52) (:start . 49)\n (:id . 52))\n ((:tag . 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"description") (:end . 116)\n (:start . 105) (:id . 63))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 119) (:start . 117)\n (:id . 64))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 123) (:start . 120)\n (:id . 65))\n ((:tag . "NN") (:stem . "recruitment") (:form . "recruitment") (:end . 135)\n (:start . 124) (:id . 66))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 139) (:start . 136)\n (:id . 67))\n ((:tag . "NN") (:stem . "training") (:form . "training") (:end . 148)\n (:start . 140) (:id . 68))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 151) (:start . 149)\n (:id . 69))\n ((:tag . "NNS") (:stem . "annotator") (:form . "annotators") (:end . 162)\n (:start . 152) (:id . 70))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 163) (:start . 162)\n (:id . 71)))@@@1@30@((:identifiers (:sid . :s12.98) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503901@unknown@formal@none@1@S@We follow this by providing detailed statistics, results and evaluation of the GREC, and finally present some conclusions and directions for further research.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "follow") (:form . "follow") (:end . 9) (:start . 3)\n (:id . 43))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 14) (:start . 10)\n (:id . 44))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 17) (:start . 15)\n (:id . 45))\n ((:tag . "VBG") (:stem . "provide") (:form . "providing") (:end . 27)\n (:start . 18) (:id . 46))\n ((:tag . "JJ") (:stem . "detailed") (:form . "detailed") (:end . 36)\n (:start . 28) (:id . 47))\n ((:tag . "NNS") (:stem . "statistic") (:form . "statistics") (:end . 47)\n (:start . 37) (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 48) (:start . 47)\n (:id . 49))\n ((:tag . "NNS") (:stem . "result") (:form . "results") (:end . 56)\n (:start . 49) (:id . 50))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 60) (:start . 57)\n (:id . 51))\n ((:tag . "NN") (:stem . "evaluation") (:form . "evaluation") (:end . 71)\n (:start . 61) (:id . 52))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 74) (:start . 72)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 78) (:start . 75)\n (:id . 54))\n ((:tag . "NNP") (:stem . "GREC") (:form . "GREC") (:end . 83) (:start . 79)\n (:id . 55))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 84) (:start . 83)\n (:id . 56))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 88) (:start . 85)\n (:id . 57))\n ((:tag . "RB") (:stem . "finally") (:form . "finally") (:end . 96)\n (:start . 89) (:id . 58))\n ((:tag . "VBP") (:stem . "present") (:form . "present") (:end . 104)\n (:start . 97) (:id . 59))\n ((:tag . "DT") (:stem . "some") (:form . "some") (:end . 109) (:start . 105)\n (:id . 60))\n ((:tag . "NNS") (:stem . "conclusion") (:form . "conclusions") (:end . 121)\n (:start . 110) (:id . 61))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 125) (:start . 122)\n (:id . 62))\n ((:tag . "NNS") (:stem . "direction") (:form . "directions") (:end . 136)\n (:start . 126) (:id . 63))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 140) (:start . 137)\n (:id . 64))\n ((:tag . "JJ") (:stem . "further") (:form . "further") (:end . 148)\n (:start . 141) (:id . 65))\n ((:tag . "NN") (:stem . "research") (:form . "research") (:end . 157)\n (:start . 149) (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 158) (:start . 157)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s12.99) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503902@unknown@formal@none@1@S@Methods@(((:tag . "NNS") (:stem . "method") (:form . "Methods") (:end . 7)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s12.100) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5503903@unknown@formal@none@1@S@This section is concerned with the preparatory work required prior to the annotation of the GREC.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "section") (:form . "section") (:end . 12)\n (:start . 5) (:id . 43))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 15) (:start . 13)\n (:id . 44))\n ((:tag . "VBN") (:stem . "concern") (:form . "concerned") (:end . 25)\n (:start . 16) (:id . 45))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 30) (:start . 26)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 34) (:start . 31)\n (:id . 47))\n ((:tag . "JJ") (:stem . "preparatory") (:form . "preparatory") (:end . 46)\n (:start . 35) (:id . 48))\n ((:tag . "NN") (:stem . "work") (:form . "work") (:end . 51) (:start . 47)\n (:id . 49))\n ((:tag . "VBD") (:stem . "require") (:form . "required") (:end . 60)\n (:start . 52) (:id . 50))\n ((:tag . "RB") (:stem . "prior") (:form . "prior") (:end . 66) (:start . 61)\n (:id . 51))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 69) (:start . 67)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 73) (:start . 70)\n (:id . 53))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 84)\n (:start . 74) (:id . 54))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 87) (:start . 85)\n (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 91) (:start . 88)\n (:id . 56))\n ((:tag . "NNP") (:stem . "GREC") (:form . "GREC") (:end . 96) (:start . 92)\n (:id . 57))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 97) (:start . 96)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s12.101) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503904@unknown@formal@none@1@S@Beginning with a clarification of our notion of an event, we then provide a description of the key features of our annotation scheme.@(((:tag . "VBG") (:stem . "begin") (:form . "Beginning") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 14) (:start . 10)\n (:id . 43))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 16) (:start . 15)\n (:id . 44))\n ((:tag . "NN") (:stem . "clarification") (:form . "clarification")\n (:end . 30) (:start . 17) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 33) (:start . 31)\n (:id . 46))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 37) (:start . 34)\n (:id . 47))\n ((:tag . "NN") (:stem . "notion") (:form . "notion") (:end . 44)\n (:start . 38) (:id . 48))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 47) (:start . 45)\n (:id . 49))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 50) (:start . 48)\n (:id . 50))\n ((:tag . "NN") (:stem . "event") (:form . "event") (:end . 56) (:start . 51)\n (:id . 51))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 57) (:start . 56)\n (:id . 52))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 60) (:start . 58)\n (:id . 53))\n ((:tag . "RB") (:stem . "then") (:form . "then") (:end . 65) (:start . 61)\n (:id . 54))\n ((:tag . "VBP") (:stem . "provide") (:form . "provide") (:end . 73)\n (:start . 66) (:id . 55))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 75) (:start . 74)\n (:id . 56))\n ((:tag . "NN") (:stem . "description") (:form . "description") (:end . 87)\n (:start . 76) (:id . 57))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 90) (:start . 88)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 94) (:start . 91)\n (:id . 59))\n ((:tag . "JJ") (:stem . "key") (:form . "key") (:end . 98) (:start . 95)\n (:id . 60))\n ((:tag . "NNS") (:stem . "feature") (:form . "features") (:end . 107)\n (:start . 99) (:id . 61))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 110) (:start . 108)\n (:id . 62))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 114) (:start . 111)\n (:id . 63))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 125)\n (:start . 115) (:id . 64))\n ((:tag . "NN") (:stem . "scheme") (:form . "scheme") (:end . 132)\n (:start . 126) (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 133) (:start . 132)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s12.102) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503905@unknown@formal@none@1@S@A brief overview of the annotation software used and of its customisation is followed by details regarding the annotators and their training.@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "brief") (:form . "brief") (:end . 7) (:start . 2)\n (:id . 43))\n ((:tag . "NN") (:stem . "overview") (:form . "overview") (:end . 16)\n (:start . 8) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 19) (:start . 17)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 23) (:start . 20)\n (:id . 46))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 34)\n (:start . 24) (:id . 47))\n ((:tag . "NN") (:stem . "software") (:form . "software") (:end . 43)\n (:start . 35) (:id . 48))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 48) (:start . 44)\n (:id . 49))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 52) (:start . 49)\n (:id . 50))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 55) (:start . 53)\n (:id . 51))\n ((:tag . "PRP$") (:stem . "its") (:form . "its") (:end . 59) (:start . 56)\n (:id . 52))\n ((:tag . "NN") (:stem . "customisation") (:form . "customisation")\n (:end . 73) (:start . 60) (:id . 53))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 76) (:start . 74)\n (:id . 54))\n ((:tag . "VBN") (:stem . "follow") (:form . "followed") (:end . 85)\n (:start . 77) (:id . 55))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 88) (:start . 86)\n (:id . 56))\n ((:tag . "NNS") (:stem . "detail") (:form . "details") (:end . 96)\n (:start . 89) (:id . 57))\n ((:tag . "VBG") (:stem . "regard") (:form . "regarding") (:end . 106)\n (:start . 97) (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 110) (:start . 107)\n (:id . 59))\n ((:tag . "NNS") (:stem . "annotator") (:form . "annotators") (:end . 121)\n (:start . 111) (:id . 60))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 125) (:start . 122)\n (:id . 61))\n ((:tag . "PRP$") (:stem . "their") (:form . "their") (:end . 131)\n (:start . 126) (:id . 62))\n ((:tag . "NN") (:stem . "training") (:form . "training") (:end . 140)\n (:start . 132) (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 141) (:start . 140)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s12.103) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503906@unknown@formal@none@1@S@As performance during training was measured quantitively through the calculation of inter-annotator agreement (IAA) scores following each cycle of training, we provide details and motivation for our chosen evaluation metric, the F-measure.@(((:tag . "IN") (:stem . "as") (:form . "As") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "performance") (:form . "performance") (:end . 14)\n (:start . 3) (:id . 43))\n ((:tag . "IN") (:stem . "during") (:form . "during") (:end . 21)\n (:start . 15) (:id . 44))\n ((:tag . "NN") (:stem . "training") (:form . "training") (:end . 30)\n (:start . 22) (:id . 45))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 34) (:start . 31)\n (:id . 46))\n ((:tag . "VBN") (:stem . "measure") (:form . "measured") (:end . 43)\n (:start . 35) (:id . 47))\n ((:tag . "RB") (:stem . "quantitively") (:form . "quantitively") (:end . 56)\n (:start . 44) (:id . 48))\n ((:tag . "IN") (:stem . "through") (:form . "through") (:end . 64)\n (:start . 57) (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 68) (:start . 65)\n (:id . 50))\n ((:tag . "NN") (:stem . "calculation") (:form . "calculation") (:end . 80)\n (:start . 69) (:id . 51))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 83) (:start . 81)\n (:id . 52))\n ((:tag . "NN") (:stem . "inter-annotator") (:form . "inter-annotator")\n (:end . 99) (:start . 84) (:id . 53))\n ((:tag . "NN") (:stem . "agreement") (:form . "agreement") (:end . 109)\n (:start . 100) (:id . 54))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 111) (:start . 110)\n (:id . 55))\n ((:tag . "NNP") (:stem . "IAA") (:form . "IAA") (:end . 114) (:start . 111)\n (:id . 56))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 115) (:start . 114)\n (:id . 57))\n ((:tag . "NNS") (:stem . "score") (:form . "scores") (:end . 122)\n (:start . 116) (:id . 58))\n ((:tag . "VBG") (:stem . "follow") (:form . "following") (:end . 132)\n (:start . 123) (:id . 59))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 137) (:start . 133)\n (:id . 60))\n ((:tag . "NN") (:stem . "cycle") (:form . "cycle") (:end . 143)\n (:start . 138) (:id . 61))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 146) (:start . 144)\n (:id . 62))\n ((:tag . "NN") (:stem . "training") (:form . "training") (:end . 155)\n (:start . 147) (:id . 63))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 156) (:start . 155)\n (:id . 64))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 159) (:start . 157)\n (:id . 65))\n ((:tag . "VBP") (:stem . "provide") (:form . "provide") (:end . 167)\n (:start . 160) (:id . 66))\n ((:tag . "NNS") (:stem . "detail") (:form . "details") (:end . 175)\n (:start . 168) (:id . 67))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 179) (:start . 176)\n (:id . 68))\n ((:tag . "NN") (:stem . "motivation") (:form . "motivation") (:end . 190)\n (:start . 180) (:id . 69))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 194) (:start . 191)\n (:id . 70))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 198) (:start . 195)\n (:id . 71))\n ((:tag . "VBN") (:stem . "choose") (:form . "chosen") (:end . 205)\n (:start . 199) (:id . 72))\n ((:tag . "NN") (:stem . "evaluation") (:form . "evaluation") (:end . 216)\n (:start . 206) (:id . 73))\n ((:tag . "JJ") (:stem . "metric") (:form . "metric") (:end . 223)\n (:start . 217) (:id . 74))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 224) (:start . 223)\n (:id . 75))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 228) (:start . 225)\n (:id . 76))\n ((:tag . "NN") (:stem . "f-measure") (:form . "F-measure") (:end . 238)\n (:start . 229) (:id . 77))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 239) (:start . 238)\n (:id . 78)))@@@1@37@((:identifiers (:sid . :s12.104) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503907@unknown@formal@none@1@S@Finally, we provide an analysis of the IAA results attained during training.@(((:tag . "RB") (:stem . "finally") (:form . "Finally") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "VBP") (:stem . "provide") (:form . "provide") (:end . 19)\n (:start . 12) (:id . 45))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 22) (:start . 20)\n (:id . 46))\n ((:tag . "NN") (:stem . "analysis") (:form . "analysis") (:end . 31)\n (:start . 23) (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 34) (:start . 32)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 38) (:start . 35)\n (:id . 49))\n ((:tag . "NNP") (:stem . "IAA") (:form . "IAA") (:end . 42) (:start . 39)\n (:id . 50))\n ((:tag . "NNS") (:stem . "result") (:form . "results") (:end . 50)\n (:start . 43) (:id . 51))\n ((:tag . "VBN") (:stem . "attain") (:form . "attained") (:end . 59)\n (:start . 51) (:id . 52))\n ((:tag . "IN") (:stem . "during") (:form . "during") (:end . 66)\n (:start . 60) (:id . 53))\n ((:tag . "NN") (:stem . "training") (:form . "training") (:end . 75)\n (:start . 67) (:id . 54))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 76) (:start . 75)\n (:id . 55)))@@@1@14@((:identifiers (:sid . :s12.105) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503908@unknown@formal@none@1@S@Events in biomedical texts@(((:tag . "NNS") (:stem . "event") (:form . "Events") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 9) (:start . 7)\n (:id . 43))\n ((:tag . "JJ") (:stem . "biomedical") (:form . "biomedical") (:end . 20)\n (:start . 10) (:id . 44))\n ((:tag . "NNS") (:stem . "text") (:form . "texts") (:end . 26) (:start . 21)\n (:id . 45)))@@@1@4@((:identifiers (:sid . :s12.106) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5503909@unknown@formal@none@1@S@In this section, we clarify our notion of an event.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "section") (:form . "section") (:end . 15)\n (:start . 8) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 16) (:start . 15)\n (:id . 45))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 19) (:start . 17)\n (:id . 46))\n ((:tag . "VBP") (:stem . "clarify") (:form . "clarify") (:end . 27)\n (:start . 20) (:id . 47))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 31) (:start . 28)\n (:id . 48))\n ((:tag . "NN") (:stem . "notion") (:form . "notion") (:end . 38)\n (:start . 32) (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 41) (:start . 39)\n (:id . 50))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 44) (:start . 42)\n (:id . 51))\n ((:tag . "NN") (:stem . "event") (:form . "event") (:end . 50) (:start . 45)\n (:id . 52))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 51) (:start . 50)\n (:id . 53)))@@@1@12@((:identifiers (:sid . :s12.107) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503910@unknown@formal@none@1@S@Firstly, we provide some simple examples of event instances that relate to gene regulation and expression within biomedical texts:@(((:tag . "RB") (:stem . "firstly") (:form . "Firstly") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "VBP") (:stem . "provide") (:form . "provide") (:end . 19)\n (:start . 12) (:id . 45))\n ((:tag . "DT") (:stem . "some") (:form . "some") (:end . 24) (:start . 20)\n (:id . 46))\n ((:tag . "JJ") (:stem . "simple") (:form . "simple") (:end . 31)\n (:start . 25) (:id . 47))\n ((:tag . "NNS") (:stem . "example") (:form . "examples") (:end . 40)\n (:start . 32) (:id . 48))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 43) (:start . 41)\n (:id . 49))\n ((:tag . "NN") (:stem . "event") (:form . "event") (:end . 49) (:start . 44)\n (:id . 50))\n ((:tag . "NNS") (:stem . "instance") (:form . "instances") (:end . 59)\n (:start . 50) (:id . 51))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 64) (:start . 60)\n (:id . 52))\n ((:tag . "VBP") (:stem . "relate") (:form . "relate") (:end . 71)\n (:start . 65) (:id . 53))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 74) (:start . 72)\n (:id . 54))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 79) (:start . 75)\n (:id . 55))\n ((:tag . "NN") (:stem . "regulation") (:form . "regulation") (:end . 90)\n (:start . 80) (:id . 56))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 94) (:start . 91)\n (:id . 57))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 105)\n (:start . 95) (:id . 58))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 112)\n (:start . 106) (:id . 59))\n ((:tag . "JJ") (:stem . "biomedical") (:form . "biomedical") (:end . 123)\n (:start . 113) (:id . 60))\n ((:tag . "NNS") (:stem . "text") (:form . "texts") (:end . 129)\n (:start . 124) (:id . 61))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 130) (:start . 129)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s12.108) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503911@unknown@formal@none@1@S@1) In Escherichia Coli, glnAP2 may be activated by NifA.@(((:tag . "LS") (:stem . "1") (:form . "1") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 2) (:start . 1) (:id . 43))\n ((:tag . "IN") (:stem . "in") (:form . "In") (:end . 5) (:start . 3)\n (:id . 44))\n ((:tag . "NNP") (:stem . "Escherichia") (:form . "Escherichia") (:end . 17)\n (:start . 6) (:id . 45))\n ((:tag . "NNP") (:stem . "Coli") (:form . "Coli") (:end . 22) (:start . 18)\n (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 23) (:start . 22)\n (:id . 47))\n ((:tag . "NN") (:stem . "glnap2") (:form . "glnAP2") (:end . 30)\n (:start . 24) (:id . 48))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 34) (:start . 31)\n (:id . 49))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 37) (:start . 35)\n (:id . 50))\n ((:tag . "VBN") (:stem . "activate") (:form . "activated") (:end . 47)\n (:start . 38) (:id . 51))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 50) (:start . 48)\n (:id . 52))\n ((:tag . "NNP") (:stem . "NifA") (:form . "NifA") (:end . 55) (:start . 51)\n (:id . 53))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 56) (:start . 55)\n (:id . 54)))@@@1@13@((:hcues ((:id . :x12.109.1) (:span 31 34)))\n (:hscopes ((:id . :x12.109.1) (:span 24 55)))\n (:identifiers (:sid . :s12.109) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503912@unknown@formal@none@1@S@2) Our results show that glnA encodes glutamine synthetase.@(((:tag . "LS") (:stem . "2") (:form . "2") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 2) (:start . 1) (:id . 43))\n ((:tag . "PRP$") (:stem . "our") (:form . "Our") (:end . 6) (:start . 3)\n (:id . 44))\n ((:tag . "NNS") (:stem . "result") (:form . "results") (:end . 14)\n (:start . 7) (:id . 45))\n ((:tag . "VBP") (:stem . "show") (:form . "show") (:end . 19) (:start . 15)\n (:id . 46))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 24) (:start . 20)\n (:id . 47))\n ((:tag . "NN") (:stem . "glna") (:form . "glnA") (:end . 29) (:start . 25)\n (:id . 48))\n ((:tag . "VBZ") (:stem . "encode") (:form . "encodes") (:end . 37)\n (:start . 30) (:id . 49))\n ((:tag . "NN") (:stem . "glutamine") (:form . "glutamine") (:end . 47)\n (:start . 38) (:id . 50))\n ((:tag . "NN") (:stem . "synthetase") (:form . "synthetase") (:end . 58)\n (:start . 48) (:id . 51))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 59) (:start . 58)\n (:id . 52)))@@@1@11@((:identifiers (:sid . :s12.110) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503913@unknown@formal@none@1@S@For each event, two types of information may be specified in the text, both of which are important to its correct interpretation:@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "event") (:form . "event") (:end . 14) (:start . 9)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 15) (:start . 14)\n (:id . 45))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 19) (:start . 16)\n (:id . 46))\n ((:tag . "NNS") (:stem . "type") (:form . "types") (:end . 25) (:start . 20)\n (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 28) (:start . 26)\n (:id . 48))\n ((:tag . "NN") (:stem . "information") (:form . "information") (:end . 40)\n (:start . 29) (:id . 49))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 44) (:start . 41)\n (:id . 50))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 47) (:start . 45)\n (:id . 51))\n ((:tag . "VBN") (:stem . "specify") (:form . "specified") (:end . 57)\n (:start . 48) (:id . 52))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 60) (:start . 58)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 64) (:start . 61)\n (:id . 54))\n ((:tag . "NN") (:stem . "text") (:form . "text") (:end . 69) (:start . 65)\n (:id . 55))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 70) (:start . 69)\n (:id . 56))\n ((:tag . "DT") (:stem . "both") (:form . "both") (:end . 75) (:start . 71)\n (:id . 57))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 78) (:start . 76)\n (:id . 58))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 84) (:start . 79)\n (:id . 59))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 88) (:start . 85)\n (:id . 60))\n ((:tag . "JJ") (:stem . "important") (:form . "important") (:end . 98)\n (:start . 89) (:id . 61))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 101) (:start . 99)\n (:id . 62))\n ((:tag . "PRP$") (:stem . "its") (:form . "its") (:end . 105) (:start . 102)\n (:id . 63))\n ((:tag . "JJ") (:stem . "correct") (:form . "correct") (:end . 113)\n (:start . 106) (:id . 64))\n ((:tag . "NN") (:stem . "interpretation") (:form . "interpretation")\n (:end . 128) (:start . 114) (:id . 65))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 129) (:start . 128)\n (:id . 66)))@@@1@25@((:hcues ((:id . :x12.111.1) (:span 41 44)))\n (:hscopes ((:id . :x12.111.1) (:span 16 69)))\n (:identifiers (:sid . :s12.111) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503914@unknown@formal@none@1@S@• The participants (or arguments) of the event.@(((:tag . "PDT") (:stem . "•") (:form . "•") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "The") (:end . 5) (:start . 2)\n (:id . 43))\n ((:tag . "NNS") (:stem . "participant") (:form . "participants") (:end . 18)\n (:start . 6) (:id . 44))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 20) (:start . 19)\n (:id . 45))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 22) (:start . 20)\n (:id . 46))\n ((:tag . "NNS") (:stem . "argument") (:form . "arguments") (:end . 32)\n (:start . 23) (:id . 47))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 33) (:start . 32)\n (:id . 48))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 36) (:start . 34)\n (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 40) (:start . 37)\n (:id . 50))\n ((:tag . "NN") (:stem . "event") (:form . "event") (:end . 46) (:start . 41)\n (:id . 51))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 47) (:start . 46)\n (:id . 52)))@@@1@11@((:identifiers (:sid . :s12.112) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503915@unknown@formal@none@1@S@In sentence 1), there are 3 arguments specified by the verb activated, i.e., In Escherichia Coli, glnAP2 and NifA.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "sentence") (:form . "sentence") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 13) (:start . 12)\n (:id . 44))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 14) (:start . 13)\n (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 15) (:start . 14)\n (:id . 46))\n ((:tag . "EX") (:stem . "there") (:form . "there") (:end . 21) (:start . 16)\n (:id . 47))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 25) (:start . 22)\n (:id . 48))\n ((:tag . "CD") (:stem . "3") (:form . "3") (:end . 27) (:start . 26)\n (:id . 49))\n ((:tag . "NNS") (:stem . "argument") (:form . "arguments") (:end . 37)\n (:start . 28) (:id . 50))\n ((:tag . "VBN") (:stem . "specify") (:form . "specified") (:end . 47)\n (:start . 38) (:id . 51))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 50) (:start . 48)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 54) (:start . 51)\n (:id . 53))\n ((:tag . "NN") (:stem . "verb") (:form . "verb") (:end . 59) (:start . 55)\n (:id . 54))\n ((:tag . "VBN") (:stem . "activate") (:form . "activated") (:end . 69)\n (:start . 60) (:id . 55))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 70) (:start . 69)\n (:id . 56))\n ((:tag . "FW") (:stem . "i.e.") (:form . "i.e.") (:end . 75) (:start . 71)\n (:id . 57))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 76) (:start . 75)\n (:id . 58))\n ((:tag . "IN") (:stem . "in") (:form . "In") (:end . 79) (:start . 77)\n (:id . 59))\n ((:tag . "NNP") (:stem . "Escherichia") (:form . "Escherichia") (:end . 91)\n (:start . 80) (:id . 60))\n ((:tag . "NNP") (:stem . "Coli") (:form . "Coli") (:end . 96) (:start . 92)\n (:id . 61))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 97) (:start . 96)\n (:id . 62))\n ((:tag . "NN") (:stem . "glnap2") (:form . "glnAP2") (:end . 104)\n (:start . 98) (:id . 63))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 108) (:start . 105)\n (:id . 64))\n ((:tag . "NNP") (:stem . "NifA") (:form . "NifA") (:end . 113) (:start . 109)\n (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 114) (:start . 113)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s12.113) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503916@unknown@formal@none@1@S@• Higher level information (called modality) about how the event should be interpreted.@(((:tag . "LS") (:stem . "•") (:form . "•") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "JJR") (:stem . "high") (:form . "Higher") (:end . 8) (:start . 2)\n (:id . 43))\n ((:tag . "NN") (:stem . "level") (:form . "level") (:end . 14) (:start . 9)\n (:id . 44))\n ((:tag . "NN") (:stem . "information") (:form . "information") (:end . 26)\n (:start . 15) (:id . 45))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 28) (:start . 27)\n (:id . 46))\n ((:tag . "VBN") (:stem . "call") (:form . "called") (:end . 34) (:start . 28)\n (:id . 47))\n ((:tag . "NN") (:stem . "modality") (:form . "modality") (:end . 43)\n (:start . 35) (:id . 48))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 44) (:start . 43)\n (:id . 49))\n ((:tag . "IN") (:stem . "about") (:form . "about") (:end . 50) (:start . 45)\n (:id . 50))\n ((:tag . "WRB") (:stem . "how") (:form . "how") (:end . 54) (:start . 51)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 58) (:start . 55)\n (:id . 52))\n ((:tag . "NN") (:stem . "event") (:form . "event") (:end . 64) (:start . 59)\n (:id . 53))\n ((:tag . "MD") (:stem . "should") (:form . "should") (:end . 71)\n (:start . 65) (:id . 54))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 74) (:start . 72)\n (:id . 55))\n ((:tag . "VBN") (:stem . "interpret") (:form . "interpreted") (:end . 86)\n (:start . 75) (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 87) (:start . 86)\n (:id . 57)))@@@1@16@((:hcues ((:id . :x12.114.1) (:span 65 71)))\n (:hscopes ((:id . :x12.114.1) (:span 51 86)))\n (:identifiers (:sid . :s12.114) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503917@unknown@formal@none@1@S@For example, the word may in sentence 1) indicates that there is some uncertainty about the truth of the event, whilst the phrase Our results show that in 2) indicates that there is experimental evidence to back up the event described by encodes.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "example") (:form . "example") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 16) (:start . 13)\n (:id . 45))\n ((:tag . "NN") (:stem . "word") (:form . "word") (:end . 21) (:start . 17)\n (:id . 46))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 25) (:start . 22)\n (:id . 47))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 28) (:start . 26)\n (:id . 48))\n ((:tag . "NN") (:stem . "sentence") (:form . "sentence") (:end . 37)\n (:start . 29) (:id . 49))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 39) (:start . 38)\n (:id . 50))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 40) (:start . 39)\n (:id . 51))\n ((:tag . "VBZ") (:stem . "indicate") (:form . "indicates") (:end . 50)\n (:start . 41) (:id . 52))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 55) (:start . 51)\n (:id . 53))\n ((:tag . "EX") (:stem . "there") (:form . "there") (:end . 61) (:start . 56)\n (:id . 54))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 64) (:start . 62)\n (:id . 55))\n ((:tag . "DT") (:stem . "some") (:form . "some") (:end . 69) (:start . 65)\n (:id . 56))\n ((:tag . "NN") (:stem . "uncertainty") (:form . "uncertainty") (:end . 81)\n (:start . 70) (:id . 57))\n ((:tag . "IN") (:stem . "about") (:form . "about") (:end . 87) (:start . 82)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 91) (:start . 88)\n (:id . 59))\n ((:tag . "NN") (:stem . "truth") (:form . "truth") (:end . 97) (:start . 92)\n (:id . 60))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 100) (:start . 98)\n (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 104) (:start . 101)\n (:id . 62))\n ((:tag . "NN") (:stem . "event") (:form . "event") (:end . 110)\n (:start . 105) (:id . 63))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 111) (:start . 110)\n (:id . 64))\n ((:tag . "IN") (:stem . "whilst") (:form . "whilst") (:end . 118)\n (:start . 112) (:id . 65))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 122) (:start . 119)\n (:id . 66))\n ((:tag . "NN") (:stem . "phrase") (:form . "phrase") (:end . 129)\n (:start . 123) (:id . 67))\n ((:tag . "PRP$") (:stem . "our") (:form . "Our") (:end . 133) (:start . 130)\n (:id . 68))\n ((:tag . "NNS") (:stem . "result") (:form . "results") (:end . 141)\n (:start . 134) (:id . 69))\n ((:tag . "VBP") (:stem . "show") (:form . "show") (:end . 146) (:start . 142)\n (:id . 70))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 151) (:start . 147)\n (:id . 71))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 154) (:start . 152)\n (:id . 72))\n ((:tag . "LS") (:stem . "2") (:form . "2") (:end . 156) (:start . 155)\n (:id . 73))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 157) (:start . 156)\n (:id . 74))\n ((:tag . "VBZ") (:stem . "indicate") (:form . "indicates") (:end . 167)\n (:start . 158) (:id . 75))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 172) (:start . 168)\n (:id . 76))\n ((:tag . "EX") (:stem . "there") (:form . "there") (:end . 178)\n (:start . 173) (:id . 77))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 181) (:start . 179)\n (:id . 78))\n ((:tag . "JJ") (:stem . "experimental") (:form . "experimental") (:end . 194)\n (:start . 182) (:id . 79))\n ((:tag . "NN") (:stem . "evidence") (:form . "evidence") (:end . 203)\n (:start . 195) (:id . 80))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 206) (:start . 204)\n (:id . 81))\n ((:tag . "VB") (:stem . "back") (:form . "back") (:end . 211) (:start . 207)\n (:id . 82))\n ((:tag . "RP") (:stem . "up") (:form . "up") (:end . 214) (:start . 212)\n (:id . 83))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 218) (:start . 215)\n (:id . 84))\n ((:tag . "NN") (:stem . "event") (:form . "event") (:end . 224)\n (:start . 219) (:id . 85))\n ((:tag . "VBN") (:stem . "describe") (:form . "described") (:end . 234)\n (:start . 225) (:id . 86))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 237) (:start . 235)\n (:id . 87))\n ((:tag . "NNS") (:stem . "encode") (:form . "encodes") (:end . 245)\n (:start . 238) (:id . 88))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 246) (:start . 245)\n (:id . 89)))@@@1@48@((:identifiers (:sid . :s12.115) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503918@unknown@formal@none@1@S@Several recent articles (e.g., [47-51]) have reported on attempts to annotate information such as certainty, evidence or negation within biomedical texts.@(((:tag . "JJ") (:stem . "several") (:form . "Several") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "JJ") (:stem . "recent") (:form . "recent") (:end . 14) (:start . 8)\n (:id . 43))\n ((:tag . "NNS") (:stem . "article") (:form . "articles") (:end . 23)\n (:start . 15) (:id . 44))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 25) (:start . 24)\n (:id . 45))\n ((:tag . "FW") (:stem . "e.g.") (:form . "e.g.") (:end . 29) (:start . 25)\n (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 30) (:start . 29)\n (:id . 47))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 32) (:start . 31)\n (:id . 48))\n ((:tag . "CD") (:stem . "47-51") (:form . "47-51") (:end . 37) (:start . 32)\n (:id . 49))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 38) (:start . 37)\n (:id . 50))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 39) (:start . 38)\n (:id . 51))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 44) (:start . 40)\n (:id . 52))\n ((:tag . "VBN") (:stem . "report") (:form . "reported") (:end . 53)\n (:start . 45) (:id . 53))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 56) (:start . 54)\n (:id . 54))\n ((:tag . "NNS") (:stem . "attempt") (:form . "attempts") (:end . 65)\n (:start . 57) (:id . 55))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 68) (:start . 66)\n (:id . 56))\n ((:tag . "VB") (:stem . "annotate") (:form . "annotate") (:end . 77)\n (:start . 69) (:id . 57))\n ((:tag . "NN") (:stem . "information") (:form . "information") (:end . 89)\n (:start . 78) (:id . 58))\n ((:tag . "JJ") (:stem . "such") (:form . "such") (:end . 94) (:start . 90)\n (:id . 59))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 97) (:start . 95)\n (:id . 60))\n ((:tag . "NN") (:stem . "certainty") (:form . "certainty") (:end . 107)\n (:start . 98) (:id . 61))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 108) (:start . 107)\n (:id . 62))\n ((:tag . "NN") (:stem . "evidence") (:form . "evidence") (:end . 117)\n (:start . 109) (:id . 63))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 120) (:start . 118)\n (:id . 64))\n ((:tag . "NN") (:stem . "negation") (:form . "negation") (:end . 129)\n (:start . 121) (:id . 65))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 136)\n (:start . 130) (:id . 66))\n ((:tag . "JJ") (:stem . "biomedical") (:form . "biomedical") (:end . 147)\n (:start . 137) (:id . 67))\n ((:tag . "NNS") (:stem . "text") (:form . "texts") (:end . 153)\n (:start . 148) (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 154) (:start . 153)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s12.116) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503919@unknown@formal@none@1@S@Our current work concerns the first of these information types.@(((:tag . "PRP$") (:stem . "our") (:form . "Our") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "current") (:form . "current") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "work") (:form . "work") (:end . 16) (:start . 12)\n (:id . 44))\n ((:tag . "VBZ") (:stem . "concern") (:form . "concerns") (:end . 25)\n (:start . 17) (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 29) (:start . 26)\n (:id . 46))\n ((:tag . "JJ") (:stem . "first") (:form . "first") (:end . 35) (:start . 30)\n (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 38) (:start . 36)\n (:id . 48))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 44) (:start . 39)\n (:id . 49))\n ((:tag . "NN") (:stem . "information") (:form . "information") (:end . 56)\n (:start . 45) (:id . 50))\n ((:tag . "NNS") (:stem . "type") (:form . "types") (:end . 62) (:start . 57)\n (:id . 51))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 63) (:start . 62)\n (:id . 52)))@@@1@11@((:identifiers (:sid . :s12.117) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503920@unknown@formal@none@1@S@Specifically, the annotation task consists of the following, in sequence:@(((:tag . "RB") (:stem . "specifically") (:form . "Specifically") (:end . 12)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 13) (:start . 12)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 17) (:start . 14)\n (:id . 44))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 28)\n (:start . 18) (:id . 45))\n ((:tag . "NN") (:stem . "task") (:form . "task") (:end . 33) (:start . 29)\n (:id . 46))\n ((:tag . "VBZ") (:stem . "consist") (:form . "consists") (:end . 42)\n (:start . 34) (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 45) (:start . 43)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 49) (:start . 46)\n (:id . 49))\n ((:tag . "NN") (:stem . "following") (:form . "following") (:end . 59)\n (:start . 50) (:id . 50))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 60) (:start . 59)\n (:id . 51))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 63) (:start . 61)\n (:id . 52))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 72)\n (:start . 64) (:id . 53))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 73) (:start . 72)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s12.118) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503921@unknown@formal@none@1@S@a) Identifying relevant instances of events that relate to gene regulation and expression.@(((:tag . "DT") (:stem . "a") (:form . "a") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 2) (:start . 1) (:id . 43))\n ((:tag . "VBG") (:stem . "identify") (:form . "Identifying") (:end . 14)\n (:start . 3) (:id . 44))\n ((:tag . "JJ") (:stem . "relevant") (:form . "relevant") (:end . 23)\n (:start . 15) (:id . 45))\n ((:tag . "NNS") (:stem . "instance") (:form . "instances") (:end . 33)\n (:start . 24) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 36) (:start . 34)\n (:id . 47))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 43)\n (:start . 37) (:id . 48))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 48) (:start . 44)\n (:id . 49))\n ((:tag . "VBP") (:stem . "relate") (:form . "relate") (:end . 55)\n (:start . 49) (:id . 50))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 58) (:start . 56)\n (:id . 51))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 63) (:start . 59)\n (:id . 52))\n ((:tag . "NN") (:stem . "regulation") (:form . "regulation") (:end . 74)\n (:start . 64) (:id . 53))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 78) (:start . 75)\n (:id . 54))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 89)\n (:start . 79) (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 90) (:start . 89)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s12.119) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503922@unknown@formal@none@1@S@b) Identifying all arguments of the event that are specified within the same sentence.@(((:tag . "NN") (:stem . "b") (:form . "b") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 2) (:start . 1) (:id . 43))\n ((:tag . "VBG") (:stem . "identify") (:form . "Identifying") (:end . 14)\n (:start . 3) (:id . 44))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 18) (:start . 15)\n (:id . 45))\n ((:tag . "NNS") (:stem . "argument") (:form . "arguments") (:end . 28)\n (:start . 19) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 31) (:start . 29)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 35) (:start . 32)\n (:id . 48))\n ((:tag . "NN") (:stem . "event") (:form . "event") (:end . 41) (:start . 36)\n (:id . 49))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 46) (:start . 42)\n (:id . 50))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 50) (:start . 47)\n (:id . 51))\n ((:tag . "VBN") (:stem . "specify") (:form . "specified") (:end . 60)\n (:start . 51) (:id . 52))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 67)\n (:start . 61) (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 71) (:start . 68)\n (:id . 54))\n ((:tag . "JJ") (:stem . "same") (:form . "same") (:end . 76) (:start . 72)\n (:id . 55))\n ((:tag . "NN") (:stem . "sentence") (:form . "sentence") (:end . 85)\n (:start . 77) (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 86) (:start . 85)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s12.120) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503923@unknown@formal@none@1@S@c) Finally, assigning semantic roles and biological concepts to these arguments.@(((:tag . "NN") (:stem . "c") (:form . "c") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 2) (:start . 1) (:id . 43))\n ((:tag . "RB") (:stem . "finally") (:form . "Finally") (:end . 10)\n (:start . 3) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 11) (:start . 10)\n (:id . 45))\n ((:tag . "VBG") (:stem . "assign") (:form . "assigning") (:end . 21)\n (:start . 12) (:id . 46))\n ((:tag . "JJ") (:stem . "semantic") (:form . "semantic") (:end . 30)\n (:start . 22) (:id . 47))\n ((:tag . "NNS") (:stem . "role") (:form . "roles") (:end . 36) (:start . 31)\n (:id . 48))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 40) (:start . 37)\n (:id . 49))\n ((:tag . "JJ") (:stem . "biological") (:form . "biological") (:end . 51)\n (:start . 41) (:id . 50))\n ((:tag . "NNS") (:stem . "concept") (:form . "concepts") (:end . 60)\n (:start . 52) (:id . 51))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 63) (:start . 61)\n (:id . 52))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 69) (:start . 64)\n (:id . 53))\n ((:tag . "NNS") (:stem . "argument") (:form . "arguments") (:end . 79)\n (:start . 70) (:id . 54))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 80) (:start . 79)\n (:id . 55)))@@@1@14@((:identifiers (:sid . :s12.121) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503924@unknown@formal@none@1@S@Table 1 illustrates the type of information that would be annotated for sentences 1) and 2) above.@(((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 7) (:start . 6)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "illustrate") (:form . "illustrates") (:end . 19)\n (:start . 8) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 23) (:start . 20)\n (:id . 45))\n ((:tag . "NN") (:stem . "type") (:form . "type") (:end . 28) (:start . 24)\n (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 31) (:start . 29)\n (:id . 47))\n ((:tag . "NN") (:stem . "information") (:form . "information") (:end . 43)\n (:start . 32) (:id . 48))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 48) (:start . 44)\n (:id . 49))\n ((:tag . "MD") (:stem . "would") (:form . "would") (:end . 54) (:start . 49)\n (:id . 50))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 57) (:start . 55)\n (:id . 51))\n ((:tag . "VBN") (:stem . "annotate") (:form . "annotated") (:end . 67)\n (:start . 58) (:id . 52))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 71) (:start . 68)\n (:id . 53))\n ((:tag . "NNS") (:stem . "sentence") (:form . "sentences") (:end . 81)\n (:start . 72) (:id . 54))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 83) (:start . 82)\n (:id . 55))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 84) (:start . 83)\n (:id . 56))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 88) (:start . 85)\n (:id . 57))\n ((:tag . "LS") (:stem . "2") (:form . "2") (:end . 90) (:start . 89)\n (:id . 58))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 91) (:start . 90)\n (:id . 59))\n ((:tag . "IN") (:stem . "above") (:form . "above") (:end . 97) (:start . 92)\n (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 98) (:start . 97)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s12.122) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503925@unknown@formal@none@1@S@Example annotation output@(((:tag . "NN") (:stem . "example") (:form . "Example") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 18)\n (:start . 8) (:id . 43))\n ((:tag . "NN") (:stem . "output") (:form . "output") (:end . 25)\n (:start . 19) (:id . 44)))@@@1@3@((:identifiers (:sid . :s12.123) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|TableLegend|)))@oe@9-2-2011 5503926@unknown@formal@none@1@S@Annotation scheme@(((:tag . "NNP") (:stem . "Annotation") (:form . "Annotation") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "scheme") (:form . "scheme") (:end . 17)\n (:start . 11) (:id . 43)))@@@1@2@((:identifiers (:sid . :s12.124) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5503927@unknown@formal@none@1@S@In this section, we outline some key aspects of the annotation scheme.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "section") (:form . "section") (:end . 15)\n (:start . 8) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 16) (:start . 15)\n (:id . 45))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 19) (:start . 17)\n (:id . 46))\n ((:tag . "VBP") (:stem . "outline") (:form . "outline") (:end . 27)\n (:start . 20) (:id . 47))\n ((:tag . "DT") (:stem . "some") (:form . "some") (:end . 32) (:start . 28)\n (:id . 48))\n ((:tag . "JJ") (:stem . "key") (:form . "key") (:end . 36) (:start . 33)\n (:id . 49))\n ((:tag . "NNS") (:stem . "aspect") (:form . "aspects") (:end . 44)\n (:start . 37) (:id . 50))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 47) (:start . 45)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 51) (:start . 48)\n (:id . 52))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 62)\n (:start . 52) (:id . 53))\n ((:tag . "NN") (:stem . "scheme") (:form . "scheme") (:end . 69)\n (:start . 63) (:id . 54))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 70) (:start . 69)\n (:id . 55)))@@@1@14@((:identifiers (:sid . :s12.125) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503928@unknown@formal@none@1@S@Firstly, we describe the types of events on which the annotation is focussed, i.e., gene regulation and expression.@(((:tag . "RB") (:stem . "firstly") (:form . "Firstly") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "VBP") (:stem . "describe") (:form . "describe") (:end . 20)\n (:start . 12) (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 24) (:start . 21)\n (:id . 46))\n ((:tag . "NNS") (:stem . "type") (:form . "types") (:end . 30) (:start . 25)\n (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 33) (:start . 31)\n (:id . 48))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 40)\n (:start . 34) (:id . 49))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 43) (:start . 41)\n (:id . 50))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 49) (:start . 44)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 53) (:start . 50)\n (:id . 52))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 64)\n (:start . 54) (:id . 53))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 67) (:start . 65)\n (:id . 54))\n ((:tag . "VBN") (:stem . "focusse") (:form . "focussed") (:end . 76)\n (:start . 68) (:id . 55))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 77) (:start . 76)\n (:id . 56))\n ((:tag . "FW") (:stem . "i.e.") (:form . "i.e.") (:end . 82) (:start . 78)\n (:id . 57))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 83) (:start . 82)\n (:id . 58))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 88) (:start . 84)\n (:id . 59))\n ((:tag . "NN") (:stem . "regulation") (:form . "regulation") (:end . 99)\n (:start . 89) (:id . 60))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 103) (:start . 100)\n (:id . 61))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 114)\n (:start . 104) (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 115) (:start . 114)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s12.126) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503929@unknown@formal@none@1@S@This is followed by a more detailed description of the semantic roles and biological concepts assigned to event arguments.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "VBN") (:stem . "follow") (:form . "followed") (:end . 16)\n (:start . 8) (:id . 44))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 19) (:start . 17)\n (:id . 45))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 21) (:start . 20)\n (:id . 46))\n ((:tag . "RBR") (:stem . "more") (:form . "more") (:end . 26) (:start . 22)\n (:id . 47))\n ((:tag . "JJ") (:stem . "detailed") (:form . "detailed") (:end . 35)\n (:start . 27) (:id . 48))\n ((:tag . "NN") (:stem . "description") (:form . "description") (:end . 47)\n (:start . 36) (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 50) (:start . 48)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 54) (:start . 51)\n (:id . 51))\n ((:tag . "JJ") (:stem . "semantic") (:form . "semantic") (:end . 63)\n (:start . 55) (:id . 52))\n ((:tag . "NNS") (:stem . "role") (:form . "roles") (:end . 69) (:start . 64)\n (:id . 53))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 73) (:start . 70)\n (:id . 54))\n ((:tag . "JJ") (:stem . "biological") (:form . "biological") (:end . 84)\n (:start . 74) (:id . 55))\n ((:tag . "NNS") (:stem . "concept") (:form . "concepts") (:end . 93)\n (:start . 85) (:id . 56))\n ((:tag . "VBN") (:stem . "assign") (:form . "assigned") (:end . 102)\n (:start . 94) (:id . 57))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 105) (:start . 103)\n (:id . 58))\n ((:tag . "VB") (:stem . "event") (:form . "event") (:end . 111)\n (:start . 106) (:id . 59))\n ((:tag . "NNS") (:stem . "argument") (:form . "arguments") (:end . 121)\n (:start . 112) (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 122) (:start . 121)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s12.127) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503930@unknown@formal@none@1@S@Finally, we provide an account of some of the steps taken to ensure the consistency of annotated text spans.@(((:tag . "RB") (:stem . "finally") (:form . "Finally") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "VBP") (:stem . "provide") (:form . "provide") (:end . 19)\n (:start . 12) (:id . 45))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 22) (:start . 20)\n (:id . 46))\n ((:tag . "NN") (:stem . "account") (:form . "account") (:end . 30)\n (:start . 23) (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 33) (:start . 31)\n (:id . 48))\n ((:tag . "DT") (:stem . "some") (:form . "some") (:end . 38) (:start . 34)\n (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 41) (:start . 39)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 45) (:start . 42)\n (:id . 51))\n ((:tag . "NNS") (:stem . "step") (:form . "steps") (:end . 51) (:start . 46)\n (:id . 52))\n ((:tag . "VBN") (:stem . "take") (:form . "taken") (:end . 57) (:start . 52)\n (:id . 53))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 60) (:start . 58)\n (:id . 54))\n ((:tag . "VB") (:stem . "ensure") (:form . "ensure") (:end . 67)\n (:start . 61) (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 71) (:start . 68)\n (:id . 56))\n ((:tag . "NN") (:stem . "consistency") (:form . "consistency") (:end . 83)\n (:start . 72) (:id . 57))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 86) (:start . 84)\n (:id . 58))\n ((:tag . "VBN") (:stem . "annotate") (:form . "annotated") (:end . 96)\n (:start . 87) (:id . 59))\n ((:tag . "NN") (:stem . "text") (:form . "text") (:end . 101) (:start . 97)\n (:id . 60))\n ((:tag . "NNS") (:stem . "span") (:form . "spans") (:end . 107)\n (:start . 102) (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 108) (:start . 107)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s12.128) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503931@unknown@formal@none@1@S@To accompany the annotation scheme, we have produced a detailed set of annotation guidelines, as these are necessary to aid in the achievement of high quality annotations [52-54].@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VB") (:stem . "accompany") (:form . "accompany") (:end . 12)\n (:start . 3) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 16) (:start . 13)\n (:id . 44))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 27)\n (:start . 17) (:id . 45))\n ((:tag . "NN") (:stem . "scheme") (:form . "scheme") (:end . 34)\n (:start . 28) (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 35) (:start . 34)\n (:id . 47))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 38) (:start . 36)\n (:id . 48))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 43) (:start . 39)\n (:id . 49))\n ((:tag . "VBN") (:stem . "produce") (:form . "produced") (:end . 52)\n (:start . 44) (:id . 50))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 54) (:start . 53)\n (:id . 51))\n ((:tag . "JJ") (:stem . "detailed") (:form . "detailed") (:end . 63)\n (:start . 55) (:id . 52))\n ((:tag . "NN") (:stem . "set") (:form . "set") (:end . 67) (:start . 64)\n (:id . 53))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 70) (:start . 68)\n (:id . 54))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 81)\n (:start . 71) (:id . 55))\n ((:tag . "NNS") (:stem . "guideline") (:form . "guidelines") (:end . 92)\n (:start . 82) (:id . 56))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 93) (:start . 92)\n (:id . 57))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 96) (:start . 94)\n (:id . 58))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 102) (:start . 97)\n (:id . 59))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 106) (:start . 103)\n (:id . 60))\n ((:tag . "JJ") (:stem . "necessary") (:form . "necessary") (:end . 116)\n (:start . 107) (:id . 61))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 119) (:start . 117)\n (:id . 62))\n ((:tag . "VB") (:stem . "aid") (:form . "aid") (:end . 123) (:start . 120)\n (:id . 63))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 126) (:start . 124)\n (:id . 64))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 130) (:start . 127)\n (:id . 65))\n ((:tag . "NN") (:stem . "achievement") (:form . "achievement") (:end . 142)\n (:start . 131) (:id . 66))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 145) (:start . 143)\n (:id . 67))\n ((:tag . "JJ") (:stem . "high") (:form . "high") (:end . 150) (:start . 146)\n (:id . 68))\n ((:tag . "NN") (:stem . "quality") (:form . "quality") (:end . 158)\n (:start . 151) (:id . 69))\n ((:tag . "NNS") (:stem . "annotation") (:form . "annotations") (:end . 170)\n (:start . 159) (:id . 70))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 172) (:start . 171)\n (:id . 71))\n ((:tag . "CD") (:stem . "52-54") (:form . "52-54") (:end . 177)\n (:start . 172) (:id . 72))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 178) (:start . 177)\n (:id . 73))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 179) (:start . 178)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s12.129) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503932@unknown@formal@none@1@S@The structure and content of these guidelines were iteratively refined in discussion with domain experts and with annotators (via group discussion sessions following annotation training phrases and full annotation cycles).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 17) (:start . 14)\n (:id . 44))\n ((:tag . "NN") (:stem . "content") (:form . "content") (:end . 25)\n (:start . 18) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 28) (:start . 26)\n (:id . 46))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 34) (:start . 29)\n (:id . 47))\n ((:tag . "NNS") (:stem . "guideline") (:form . "guidelines") (:end . 45)\n (:start . 35) (:id . 48))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 50) (:start . 46)\n (:id . 49))\n ((:tag . "RB") (:stem . "iteratively") (:form . "iteratively") (:end . 62)\n (:start . 51) (:id . 50))\n ((:tag . "VBN") (:stem . "refine") (:form . "refined") (:end . 70)\n (:start . 63) (:id . 51))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 73) (:start . 71)\n (:id . 52))\n ((:tag . "NN") (:stem . "discussion") (:form . "discussion") (:end . 84)\n (:start . 74) (:id . 53))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 89) (:start . 85)\n (:id . 54))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 96)\n (:start . 90) (:id . 55))\n ((:tag . "NNS") (:stem . "expert") (:form . "experts") (:end . 104)\n (:start . 97) (:id . 56))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 108) (:start . 105)\n (:id . 57))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 113) (:start . 109)\n (:id . 58))\n ((:tag . "NNS") (:stem . "annotator") (:form . "annotators") (:end . 124)\n (:start . 114) (:id . 59))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 126) (:start . 125)\n (:id . 60))\n ((:tag . "IN") (:stem . "via") (:form . "via") (:end . 129) (:start . 126)\n (:id . 61))\n ((:tag . "NN") (:stem . "group") (:form . "group") (:end . 135)\n (:start . 130) (:id . 62))\n ((:tag . "NN") (:stem . "discussion") (:form . "discussion") (:end . 146)\n (:start . 136) (:id . 63))\n ((:tag . "NNS") (:stem . "session") (:form . "sessions") (:end . 155)\n (:start . 147) (:id . 64))\n ((:tag . "VBG") (:stem . "follow") (:form . "following") (:end . 165)\n (:start . 156) (:id . 65))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 176)\n (:start . 166) (:id . 66))\n ((:tag . "NN") (:stem . "training") (:form . "training") (:end . 185)\n (:start . 177) (:id . 67))\n ((:tag . "NNS") (:stem . "phrase") (:form . "phrases") (:end . 193)\n (:start . 186) (:id . 68))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 197) (:start . 194)\n (:id . 69))\n ((:tag . "JJ") (:stem . "full") (:form . "full") (:end . 202) (:start . 198)\n (:id . 70))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 213)\n (:start . 203) (:id . 71))\n ((:tag . "NNS") (:stem . "cycle") (:form . "cycles") (:end . 220)\n (:start . 214) (:id . 72))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 221) (:start . 220)\n (:id . 73))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 222) (:start . 221)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s12.130) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503933@unknown@formal@none@1@S@The guidelines are available to download from http://www.nactem.ac.uk/GREC/, and are also available in Additional file 1.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "guideline") (:form . "guidelines") (:end . 14)\n (:start . 4) (:id . 43))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 18) (:start . 15)\n (:id . 44))\n ((:tag . "JJ") (:stem . "available") (:form . "available") (:end . 28)\n (:start . 19) (:id . 45))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 31) (:start . 29)\n (:id . 46))\n ((:tag . "VB") (:stem . "download") (:form . "download") (:end . 40)\n (:start . 32) (:id . 47))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 45) (:start . 41)\n (:id . 48))\n ((:tag . "CD") (:stem . "http://www.nactem.ac.uk/GREC/")\n (:form . "http://www.nactem.ac.uk/GREC/") (:end . 75) (:start . 46)\n (:id . 49))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 76) (:start . 75)\n (:id . 50))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 80) (:start . 77)\n (:id . 51))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 84) (:start . 81)\n (:id . 52))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 89) (:start . 85)\n (:id . 53))\n ((:tag . "JJ") (:stem . "available") (:form . "available") (:end . 99)\n (:start . 90) (:id . 54))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 102) (:start . 100)\n (:id . 55))\n ((:tag . "JJ") (:stem . "additional") (:form . "Additional") (:end . 113)\n (:start . 103) (:id . 56))\n ((:tag . "NN") (:stem . "file") (:form . "file") (:end . 118) (:start . 114)\n (:id . 57))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 120) (:start . 119)\n (:id . 58))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 121) (:start . 120)\n (:id . 59)))@@@1@18@((:identifiers (:sid . :s12.131) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503934@unknown@formal@none@1@S@Gene regulation and expression events@(((:tag . "NNP") (:stem . "Gene") (:form . "Gene") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "regulation") (:form . "regulation") (:end . 15)\n (:start . 5) (:id . 43))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 19) (:start . 16)\n (:id . 44))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 30)\n (:start . 20) (:id . 45))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 37)\n (:start . 31) (:id . 46)))@@@1@5@((:identifiers (:sid . :s12.132) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5503935@unknown@formal@none@1@S@The current annotation effort is concerned with events relating only to gene regulation or expression, i.e., events that describe any interaction which leads, either directly or indirectly, to the production of a protein.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "current") (:form . "current") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 22)\n (:start . 12) (:id . 44))\n ((:tag . "NN") (:stem . "effort") (:form . "effort") (:end . 29)\n (:start . 23) (:id . 45))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 32) (:start . 30)\n (:id . 46))\n ((:tag . "VBN") (:stem . "concern") (:form . "concerned") (:end . 42)\n (:start . 33) (:id . 47))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 47) (:start . 43)\n (:id . 48))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 54)\n (:start . 48) (:id . 49))\n ((:tag . "VBG") (:stem . "relate") (:form . "relating") (:end . 63)\n (:start . 55) (:id . 50))\n ((:tag . "RB") (:stem . "only") (:form . "only") (:end . 68) (:start . 64)\n (:id . 51))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 71) (:start . 69)\n (:id . 52))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 76) (:start . 72)\n (:id . 53))\n ((:tag . "NN") (:stem . "regulation") (:form . "regulation") (:end . 87)\n (:start . 77) (:id . 54))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 90) (:start . 88)\n (:id . 55))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 101)\n (:start . 91) (:id . 56))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 102) (:start . 101)\n (:id . 57))\n ((:tag . "FW") (:stem . "i.e.") (:form . "i.e.") (:end . 107) (:start . 103)\n (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 108) (:start . 107)\n (:id . 59))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 115)\n (:start . 109) (:id . 60))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 120) (:start . 116)\n (:id . 61))\n ((:tag . "VBP") (:stem . "describe") (:form . "describe") (:end . 129)\n (:start . 121) (:id . 62))\n ((:tag . "DT") (:stem . "any") (:form . "any") (:end . 133) (:start . 130)\n (:id . 63))\n ((:tag . "NN") (:stem . "interaction") (:form . "interaction") (:end . 145)\n (:start . 134) (:id . 64))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 151)\n (:start . 146) (:id . 65))\n ((:tag . "VBZ") (:stem . "lead") (:form . "leads") (:end . 157)\n (:start . 152) (:id . 66))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 158) (:start . 157)\n (:id . 67))\n ((:tag . "CC") (:stem . "either") (:form . "either") (:end . 165)\n (:start . 159) (:id . 68))\n ((:tag . "RB") (:stem . "directly") (:form . "directly") (:end . 174)\n (:start . 166) (:id . 69))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 177) (:start . 175)\n (:id . 70))\n ((:tag . "RB") (:stem . "indirectly") (:form . "indirectly") (:end . 188)\n (:start . 178) (:id . 71))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 189) (:start . 188)\n (:id . 72))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 192) (:start . 190)\n (:id . 73))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 196) (:start . 193)\n (:id . 74))\n ((:tag . "NN") (:stem . "production") (:form . "production") (:end . 207)\n (:start . 197) (:id . 75))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 210) (:start . 208)\n (:id . 76))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 212) (:start . 211)\n (:id . 77))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 220)\n (:start . 213) (:id . 78))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 221) (:start . 220)\n (:id . 79)))@@@1@38@((:hcues ((:id . :x12.133.1) (:span 159 165 175 177)))\n (:hscopes ((:id . :x12.133.1) (:span 159 188)))\n (:identifiers (:sid . :s12.133) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503936@unknown@formal@none@1@S@Annotation is restricted to sentences that contain some mechanical description of transcription, translation or post-transcriptional modifications and/or their controls.@(((:tag . "NNP") (:stem . "Annotation") (:form . "Annotation") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 13) (:start . 11)\n (:id . 43))\n ((:tag . "VBN") (:stem . "restrict") (:form . "restricted") (:end . 24)\n (:start . 14) (:id . 44))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 27) (:start . 25)\n (:id . 45))\n ((:tag . "NNS") (:stem . "sentence") (:form . "sentences") (:end . 37)\n (:start . 28) (:id . 46))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 42) (:start . 38)\n (:id . 47))\n ((:tag . "VBP") (:stem . "contain") (:form . "contain") (:end . 50)\n (:start . 43) (:id . 48))\n ((:tag . "DT") (:stem . "some") (:form . "some") (:end . 55) (:start . 51)\n (:id . 49))\n ((:tag . "JJ") (:stem . "mechanical") (:form . "mechanical") (:end . 66)\n (:start . 56) (:id . 50))\n ((:tag . "NN") (:stem . "description") (:form . "description") (:end . 78)\n (:start . 67) (:id . 51))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 81) (:start . 79)\n (:id . 52))\n ((:tag . "NN") (:stem . "transcription") (:form . "transcription")\n (:end . 95) (:start . 82) (:id . 53))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 96) (:start . 95)\n (:id . 54))\n ((:tag . "NN") (:stem . "translation") (:form . "translation") (:end . 108)\n (:start . 97) (:id . 55))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 111) (:start . 109)\n (:id . 56))\n ((:tag . "JJ") (:stem . "post-transcriptional")\n (:form . "post-transcriptional") (:end . 132) (:start . 112) (:id . 57))\n ((:tag . "NNS") (:stem . "modification") (:form . "modifications")\n (:end . 146) (:start . 133) (:id . 58))\n ((:tag . "CC") (:stem . "and/or") (:form . "and/or") (:end . 153)\n (:start . 147) (:id . 59))\n ((:tag . "PRP$") (:stem . "their") (:form . "their") (:end . 159)\n (:start . 154) (:id . 60))\n ((:tag . "NNS") (:stem . "control") (:form . "controls") (:end . 168)\n (:start . 160) (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 169) (:start . 168)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s12.134) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503937@unknown@formal@none@1@S@Annotators were helped by (but not restricted to) a list of verbs which we created that potentially denote gene regulation and expression events.@(((:tag . "NNS") (:stem . "annotator") (:form . "Annotators") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 15) (:start . 11)\n (:id . 43))\n ((:tag . "VBN") (:stem . "help") (:form . "helped") (:end . 22) (:start . 16)\n (:id . 44))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 25) (:start . 23)\n (:id . 45))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 27) (:start . 26)\n (:id . 46))\n ((:tag . "CC") (:stem . "but") (:form . "but") (:end . 30) (:start . 27)\n (:id . 47))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 34) (:start . 31)\n (:id . 48))\n ((:tag . "JJ") (:stem . "restricted") (:form . "restricted") (:end . 45)\n (:start . 35) (:id . 49))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 48) (:start . 46)\n (:id . 50))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 49) (:start . 48)\n (:id . 51))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 51) (:start . 50)\n (:id . 52))\n ((:tag . "NN") (:stem . "list") (:form . "list") (:end . 56) (:start . 52)\n (:id . 53))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 59) (:start . 57)\n (:id . 54))\n ((:tag . "NNS") (:stem . "verb") (:form . "verbs") (:end . 65) (:start . 60)\n (:id . 55))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 71) (:start . 66)\n (:id . 56))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 74) (:start . 72)\n (:id . 57))\n ((:tag . "VBD") (:stem . "create") (:form . "created") (:end . 82)\n (:start . 75) (:id . 58))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 87) (:start . 83)\n (:id . 59))\n ((:tag . "RB") (:stem . "potentially") (:form . "potentially") (:end . 99)\n (:start . 88) (:id . 60))\n ((:tag . "VB") (:stem . "denote") (:form . "denote") (:end . 106)\n (:start . 100) (:id . 61))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 111) (:start . 107)\n (:id . 62))\n ((:tag . "NN") (:stem . "regulation") (:form . "regulation") (:end . 122)\n (:start . 112) (:id . 63))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 126) (:start . 123)\n (:id . 64))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 137)\n (:start . 127) (:id . 65))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 144)\n (:start . 138) (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 145) (:start . 144)\n (:id . 67)))@@@1@26@((:hcues ((:id . :x12.135.1) (:span 88 99)))\n (:hscopes ((:id . :x12.135.1) (:span 88 144)))\n (:identifiers (:sid . :s12.135) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503938@unknown@formal@none@1@S@These are automatically highlighted by the annotation software, WordFreak (see Software section below), in each abstract to be annotated.@(((:tag . "DT") (:stem . "these") (:form . "These") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 9) (:start . 6)\n (:id . 43))\n ((:tag . "RB") (:stem . "automatically") (:form . "automatically")\n (:end . 23) (:start . 10) (:id . 44))\n ((:tag . "VBN") (:stem . "highlight") (:form . "highlighted") (:end . 35)\n (:start . 24) (:id . 45))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 38) (:start . 36)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 42) (:start . 39)\n (:id . 47))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 53)\n (:start . 43) (:id . 48))\n ((:tag . "NN") (:stem . "software") (:form . "software") (:end . 62)\n (:start . 54) (:id . 49))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 63) (:start . 62)\n (:id . 50))\n ((:tag . "NNP") (:stem . "WordFreak") (:form . "WordFreak") (:end . 73)\n (:start . 64) (:id . 51))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 75) (:start . 74)\n (:id . 52))\n ((:tag . "VB") (:stem . "see") (:form . "see") (:end . 78) (:start . 75)\n (:id . 53))\n ((:tag . "NNP") (:stem . "Software") (:form . "Software") (:end . 87)\n (:start . 79) (:id . 54))\n ((:tag . "NN") (:stem . "section") (:form . "section") (:end . 95)\n (:start . 88) (:id . 55))\n ((:tag . "IN") (:stem . "below") (:form . "below") (:end . 101) (:start . 96)\n (:id . 56))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 102) (:start . 101)\n (:id . 57))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 103) (:start . 102)\n (:id . 58))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 106) (:start . 104)\n (:id . 59))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 111) (:start . 107)\n (:id . 60))\n ((:tag . "NN") (:stem . "abstract") (:form . "abstract") (:end . 120)\n (:start . 112) (:id . 61))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 123) (:start . 121)\n (:id . 62))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 126) (:start . 124)\n (:id . 63))\n ((:tag . "VBN") (:stem . "annotate") (:form . "annotated") (:end . 136)\n (:start . 127) (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 137) (:start . 136)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s12.136) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503939@unknown@formal@none@1@S@The basis of this list was a set of 229 hand-picked gene regulation verbs provided by the European Bioinformatics Institute (EMBL-EBI).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "basis") (:form . "basis") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 12) (:start . 10)\n (:id . 44))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 17) (:start . 13)\n (:id . 45))\n ((:tag . "NN") (:stem . "list") (:form . "list") (:end . 22) (:start . 18)\n (:id . 46))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 26) (:start . 23)\n (:id . 47))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 28) (:start . 27)\n (:id . 48))\n ((:tag . "NN") (:stem . "set") (:form . "set") (:end . 32) (:start . 29)\n (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 35) (:start . 33)\n (:id . 50))\n ((:tag . "CD") (:stem . "229") (:form . "229") (:end . 39) (:start . 36)\n (:id . 51))\n ((:tag . "JJ") (:stem . "hand-picked") (:form . "hand-picked") (:end . 51)\n (:start . 40) (:id . 52))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 56) (:start . 52)\n (:id . 53))\n ((:tag . "NN") (:stem . "regulation") (:form . "regulation") (:end . 67)\n (:start . 57) (:id . 54))\n ((:tag . "NNS") (:stem . "verb") (:form . "verbs") (:end . 73) (:start . 68)\n (:id . 55))\n ((:tag . "VBN") (:stem . "provide") (:form . "provided") (:end . 82)\n (:start . 74) (:id . 56))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 85) (:start . 83)\n (:id . 57))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 89) (:start . 86)\n (:id . 58))\n ((:tag . "NNP") (:stem . "European") (:form . "European") (:end . 98)\n (:start . 90) (:id . 59))\n ((:tag . "NNP") (:stem . "Bioinformatics") (:form . "Bioinformatics")\n (:end . 113) (:start . 99) (:id . 60))\n ((:tag . "NNP") (:stem . "Institute") (:form . "Institute") (:end . 123)\n (:start . 114) (:id . 61))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 125) (:start . 124)\n (:id . 62))\n ((:tag . "NNP") (:stem . "EMBL-EBI") (:form . "EMBL-EBI") (:end . 133)\n (:start . 125) (:id . 63))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 134) (:start . 133)\n (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 135) (:start . 134)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s12.137) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503940@unknown@formal@none@1@S@We augmented this list through the automatic extraction of further verbs from an E. coli corpus.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "augment") (:form . "augmented") (:end . 12)\n (:start . 3) (:id . 43))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 17) (:start . 13)\n (:id . 44))\n ((:tag . "NN") (:stem . "list") (:form . "list") (:end . 22) (:start . 18)\n (:id . 45))\n ((:tag . "IN") (:stem . "through") (:form . "through") (:end . 30)\n (:start . 23) (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 34) (:start . 31)\n (:id . 47))\n ((:tag . "JJ") (:stem . "automatic") (:form . "automatic") (:end . 44)\n (:start . 35) (:id . 48))\n ((:tag . "NN") (:stem . "extraction") (:form . "extraction") (:end . 55)\n (:start . 45) (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 58) (:start . 56)\n (:id . 50))\n ((:tag . "JJ") (:stem . "further") (:form . "further") (:end . 66)\n (:start . 59) (:id . 51))\n ((:tag . "NNS") (:stem . "verb") (:form . "verbs") (:end . 72) (:start . 67)\n (:id . 52))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 77) (:start . 73)\n (:id . 53))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 80) (:start . 78)\n (:id . 54))\n ((:tag . "FW") (:stem . "e.") (:form . "E.") (:end . 83) (:start . 81)\n (:id . 55))\n ((:tag . "FW") (:stem . "coli") (:form . "coli") (:end . 88) (:start . 84)\n (:id . 56))\n ((:tag . "NN") (:stem . "corpus") (:form . "corpus") (:end . 95)\n (:start . 89) (:id . 57))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 96) (:start . 95)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s12.138) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503941@unknown@formal@none@1@S@This corpus contains approximately 33,000 MEDLINE abstracts and was also provided by EMBL-EBI.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "corpus") (:form . "corpus") (:end . 11) (:start . 5)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "contain") (:form . "contains") (:end . 20)\n (:start . 12) (:id . 44))\n ((:tag . "RB") (:stem . "approximately") (:form . "approximately")\n (:end . 34) (:start . 21) (:id . 45))\n ((:tag . "CD") (:stem . "33,000") (:form . "33,000") (:end . 41)\n (:start . 35) (:id . 46))\n ((:tag . "NNP") (:stem . "MEDLINE") (:form . "MEDLINE") (:end . 49)\n (:start . 42) (:id . 47))\n ((:tag . "NNS") (:stem . "abstract") (:form . "abstracts") (:end . 59)\n (:start . 50) (:id . 48))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 63) (:start . 60)\n (:id . 49))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 67) (:start . 64)\n (:id . 50))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 72) (:start . 68)\n (:id . 51))\n ((:tag . "VBN") (:stem . "provide") (:form . "provided") (:end . 81)\n (:start . 73) (:id . 52))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 84) (:start . 82)\n (:id . 53))\n ((:tag . "NNP") (:stem . "EMBL-EBI") (:form . "EMBL-EBI") (:end . 93)\n (:start . 85) (:id . 54))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 94) (:start . 93)\n (:id . 55)))@@@1@14@((:identifiers (:sid . :s12.139) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503942@unknown@formal@none@1@S@The automatic extraction was carried out by identifying those verbs whose syntactic arguments corresponded either to terms identified by the TerMine tool (http://www.nactem.ac.uk/software/termine/)or biological named entities identified by the GENIA tagger [55].@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "automatic") (:form . "automatic") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "extraction") (:form . "extraction") (:end . 24)\n (:start . 14) (:id . 44))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 28) (:start . 25)\n (:id . 45))\n ((:tag . "VBN") (:stem . "carry") (:form . "carried") (:end . 36)\n (:start . 29) (:id . 46))\n ((:tag . "RP") (:stem . "out") (:form . "out") (:end . 40) (:start . 37)\n (:id . 47))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 43) (:start . 41)\n (:id . 48))\n ((:tag . "VBG") (:stem . "identify") (:form . "identifying") (:end . 55)\n (:start . 44) (:id . 49))\n ((:tag . "DT") (:stem . "those") (:form . "those") (:end . 61) (:start . 56)\n (:id . 50))\n ((:tag . "NNS") (:stem . "verb") (:form . "verbs") (:end . 67) (:start . 62)\n (:id . 51))\n ((:tag . "WP$") (:stem . "whose") (:form . "whose") (:end . 73) (:start . 68)\n (:id . 52))\n ((:tag . "JJ") (:stem . "syntactic") (:form . "syntactic") (:end . 83)\n (:start . 74) (:id . 53))\n ((:tag . "NNS") (:stem . "argument") (:form . "arguments") (:end . 93)\n (:start . 84) (:id . 54))\n ((:tag . "VBD") (:stem . "correspond") (:form . "corresponded") (:end . 106)\n (:start . 94) (:id . 55))\n ((:tag . "CC") (:stem . "either") (:form . "either") (:end . 113)\n (:start . 107) (:id . 56))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 116) (:start . 114)\n (:id . 57))\n ((:tag . "NNS") (:stem . "term") (:form . "terms") (:end . 122)\n (:start . 117) (:id . 58))\n ((:tag . "VBN") (:stem . "identify") (:form . "identified") (:end . 133)\n (:start . 123) (:id . 59))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 136) (:start . 134)\n (:id . 60))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 140) (:start . 137)\n (:id . 61))\n ((:tag . "NNP") (:stem . "TerMine") (:form . "TerMine") (:end . 148)\n (:start . 141) (:id . 62))\n ((:tag . "NN") (:stem . "tool") (:form . "tool") (:end . 153) (:start . 149)\n (:id . 63))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 155) (:start . 154)\n (:id . 64))\n ((:tag . "JJ") (:stem . "http://www.nactem.ac.uk/software/termine/)or")\n (:form . "http://www.nactem.ac.uk/software/termine/)or") (:end . 199)\n (:start . 155) (:id . 65))\n ((:tag . "JJ") (:stem . "biological") (:form . "biological") (:end . 210)\n (:start . 200) (:id . 66))\n ((:tag . "VBN") (:stem . "name") (:form . "named") (:end . 216)\n (:start . 211) (:id . 67))\n ((:tag . "NNS") (:stem . "entity") (:form . "entities") (:end . 225)\n (:start . 217) (:id . 68))\n ((:tag . "VBN") (:stem . "identify") (:form . "identified") (:end . 236)\n (:start . 226) (:id . 69))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 239) (:start . 237)\n (:id . 70))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 243) (:start . 240)\n (:id . 71))\n ((:tag . "NNP") (:stem . "GENIA") (:form . "GENIA") (:end . 249)\n (:start . 244) (:id . 72))\n ((:tag . "NN") (:stem . "tagger") (:form . "tagger") (:end . 256)\n (:start . 250) (:id . 73))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 258) (:start . 257)\n (:id . 74))\n ((:tag . "CD") (:stem . "55") (:form . "55") (:end . 260) (:start . 258)\n (:id . 75))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 261) (:start . 260)\n (:id . 76))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 262) (:start . 261)\n (:id . 77)))@@@1@36@((:hcues ((:id . :x12.140.1) (:span 107 113 197 199)))\n (:hscopes ((:id . :x12.140.1) (:span 107 256)))\n (:identifiers (:sid . :s12.140) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503943@unknown@formal@none@1@S@The complete list was subsequently reviewed for relevance by a biology expert, resulting in a list of 353 verbs.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "complete") (:form . "complete") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "list") (:form . "list") (:end . 17) (:start . 13)\n (:id . 44))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 21) (:start . 18)\n (:id . 45))\n ((:tag . "RB") (:stem . "subsequently") (:form . "subsequently") (:end . 34)\n (:start . 22) (:id . 46))\n ((:tag . "VBN") (:stem . "review") (:form . "reviewed") (:end . 43)\n (:start . 35) (:id . 47))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 47) (:start . 44)\n (:id . 48))\n ((:tag . "NN") (:stem . "relevance") (:form . "relevance") (:end . 57)\n (:start . 48) (:id . 49))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 60) (:start . 58)\n (:id . 50))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 62) (:start . 61)\n (:id . 51))\n ((:tag . "NN") (:stem . "biology") (:form . "biology") (:end . 70)\n (:start . 63) (:id . 52))\n ((:tag . "NN") (:stem . "expert") (:form . "expert") (:end . 77)\n (:start . 71) (:id . 53))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 78) (:start . 77)\n (:id . 54))\n ((:tag . "VBG") (:stem . "result") (:form . "resulting") (:end . 88)\n (:start . 79) (:id . 55))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 91) (:start . 89)\n (:id . 56))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 93) (:start . 92)\n (:id . 57))\n ((:tag . "NN") (:stem . "list") (:form . "list") (:end . 98) (:start . 94)\n (:id . 58))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 101) (:start . 99)\n (:id . 59))\n ((:tag . "CD") (:stem . "353") (:form . "353") (:end . 105) (:start . 102)\n (:id . 60))\n ((:tag . "NNS") (:stem . "verb") (:form . "verbs") (:end . 111)\n (:start . 106) (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 112) (:start . 111)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s12.141) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503944@unknown@formal@none@1@S@Semantic roles@(((:tag . "JJ") (:stem . "semantic") (:form . "Semantic") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "role") (:form . "roles") (:end . 14) (:start . 9)\n (:id . 43)))@@@1@2@((:identifiers (:sid . :s12.142) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5503945@unknown@formal@none@1@S@Starting with the generic semantic roles proposed for VerbNet [29] and PropBank [30], we examined a large number of relevant events within MEDLINE abstracts, in consultation with biologists.@(((:tag . "VBG") (:stem . "start") (:form . "Starting") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 13) (:start . 9)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 17) (:start . 14)\n (:id . 44))\n ((:tag . "JJ") (:stem . "generic") (:form . "generic") (:end . 25)\n (:start . 18) (:id . 45))\n ((:tag . "JJ") (:stem . "semantic") (:form . "semantic") (:end . 34)\n (:start . 26) (:id . 46))\n ((:tag . "NNS") (:stem . "role") (:form . "roles") (:end . 40) (:start . 35)\n (:id . 47))\n ((:tag . "VBN") (:stem . "propose") (:form . "proposed") (:end . 49)\n (:start . 41) (:id . 48))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 53) (:start . 50)\n (:id . 49))\n ((:tag . "NNP") (:stem . "VerbNet") (:form . "VerbNet") (:end . 61)\n (:start . 54) (:id . 50))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 63) (:start . 62)\n (:id . 51))\n ((:tag . "CD") (:stem . "29") (:form . "29") (:end . 65) (:start . 63)\n (:id . 52))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 66) (:start . 65)\n (:id . 53))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 70) (:start . 67)\n (:id . 54))\n ((:tag . "NNP") (:stem . "PropBank") (:form . "PropBank") (:end . 79)\n (:start . 71) (:id . 55))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 81) (:start . 80)\n (:id . 56))\n ((:tag . "CD") (:stem . "30") (:form . "30") (:end . 83) (:start . 81)\n (:id . 57))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 84) (:start . 83)\n (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 85) (:start . 84)\n (:id . 59))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 88) (:start . 86)\n (:id . 60))\n ((:tag . "VBD") (:stem . "examine") (:form . "examined") (:end . 97)\n (:start . 89) (:id . 61))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 99) (:start . 98)\n (:id . 62))\n ((:tag . "JJ") (:stem . "large") (:form . "large") (:end . 105)\n (:start . 100) (:id . 63))\n ((:tag . "NN") (:stem . "number") (:form . "number") (:end . 112)\n (:start . 106) (:id . 64))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 115) (:start . 113)\n (:id . 65))\n ((:tag . "JJ") (:stem . "relevant") (:form . "relevant") (:end . 124)\n (:start . 116) (:id . 66))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 131)\n (:start . 125) (:id . 67))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 138)\n (:start . 132) (:id . 68))\n ((:tag . "NNP") (:stem . "MEDLINE") (:form . "MEDLINE") (:end . 146)\n (:start . 139) (:id . 69))\n ((:tag . "NNS") (:stem . "abstract") (:form . "abstracts") (:end . 156)\n (:start . 147) (:id . 70))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 157) (:start . 156)\n (:id . 71))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 160) (:start . 158)\n (:id . 72))\n ((:tag . "NN") (:stem . "consultation") (:form . "consultation") (:end . 173)\n (:start . 161) (:id . 73))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 178) (:start . 174)\n (:id . 74))\n ((:tag . "NNS") (:stem . "biologist") (:form . "biologists") (:end . 189)\n (:start . 179) (:id . 75))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 190) (:start . 189)\n (:id . 76)))@@@1@35@((:identifiers (:sid . :s12.143) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503946@unknown@formal@none@1@S@We concluded that arguments of gene regulation and expression events may be characterised using a subset of these general language roles, with the addition of the domain-specific CONDITION role.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "conclude") (:form . "concluded") (:end . 12)\n (:start . 3) (:id . 43))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 17) (:start . 13)\n (:id . 44))\n ((:tag . "NNS") (:stem . "argument") (:form . "arguments") (:end . 27)\n (:start . 18) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 30) (:start . 28)\n (:id . 46))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 35) (:start . 31)\n (:id . 47))\n ((:tag . "NN") (:stem . "regulation") (:form . "regulation") (:end . 46)\n (:start . 36) (:id . 48))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 50) (:start . 47)\n (:id . 49))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 61)\n (:start . 51) (:id . 50))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 68)\n (:start . 62) (:id . 51))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 72) (:start . 69)\n (:id . 52))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 75) (:start . 73)\n (:id . 53))\n ((:tag . "VBN") (:stem . "characterise") (:form . "characterised")\n (:end . 89) (:start . 76) (:id . 54))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 95) (:start . 90)\n (:id . 55))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 97) (:start . 96)\n (:id . 56))\n ((:tag . "NN") (:stem . "subset") (:form . "subset") (:end . 104)\n (:start . 98) (:id . 57))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 107) (:start . 105)\n (:id . 58))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 113)\n (:start . 108) (:id . 59))\n ((:tag . "JJ") (:stem . "general") (:form . "general") (:end . 121)\n (:start . 114) (:id . 60))\n ((:tag . "NN") (:stem . "language") (:form . "language") (:end . 130)\n (:start . 122) (:id . 61))\n ((:tag . "NNS") (:stem . "role") (:form . "roles") (:end . 136)\n (:start . 131) (:id . 62))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 137) (:start . 136)\n (:id . 63))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 142) (:start . 138)\n (:id . 64))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 146) (:start . 143)\n (:id . 65))\n ((:tag . "NN") (:stem . "addition") (:form . "addition") (:end . 155)\n (:start . 147) (:id . 66))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 158) (:start . 156)\n (:id . 67))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 162) (:start . 159)\n (:id . 68))\n ((:tag . "JJ") (:stem . "domain-specific") (:form . "domain-specific")\n (:end . 178) (:start . 163) (:id . 69))\n ((:tag . "NN") (:stem . "condition") (:form . "CONDITION") (:end . 188)\n (:start . 179) (:id . 70))\n ((:tag . "NN") (:stem . "role") (:form . "role") (:end . 193) (:start . 189)\n (:id . 71))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 194) (:start . 193)\n (:id . 72)))@@@1@31@((:hcues ((:id . :x12.144.1) (:span 69 72)))\n (:hscopes ((:id . :x12.144.1) (:span 18 193)))\n (:identifiers (:sid . :s12.144) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503947@unknown@formal@none@1@S@In some cases, we changed the names of the roles used in other resources in an attempt to make them more easily understandable to biologist annotators.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "some") (:form . "some") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "NNS") (:stem . "case") (:form . "cases") (:end . 13) (:start . 8)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 14) (:start . 13)\n (:id . 45))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 17) (:start . 15)\n (:id . 46))\n ((:tag . "VBD") (:stem . "change") (:form . "changed") (:end . 25)\n (:start . 18) (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 29) (:start . 26)\n (:id . 48))\n ((:tag . "NNS") (:stem . "name") (:form . "names") (:end . 35) (:start . 30)\n (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 38) (:start . 36)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 42) (:start . 39)\n (:id . 51))\n ((:tag . "NNS") (:stem . "role") (:form . "roles") (:end . 48) (:start . 43)\n (:id . 52))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 53) (:start . 49)\n (:id . 53))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 56) (:start . 54)\n (:id . 54))\n ((:tag . "JJ") (:stem . "other") (:form . "other") (:end . 62) (:start . 57)\n (:id . 55))\n ((:tag . "NNS") (:stem . "resource") (:form . "resources") (:end . 72)\n (:start . 63) (:id . 56))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 75) (:start . 73)\n (:id . 57))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 78) (:start . 76)\n (:id . 58))\n ((:tag . "NN") (:stem . "attempt") (:form . "attempt") (:end . 86)\n (:start . 79) (:id . 59))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 89) (:start . 87)\n (:id . 60))\n ((:tag . "VB") (:stem . "make") (:form . "make") (:end . 94) (:start . 90)\n (:id . 61))\n ((:tag . "PRP") (:stem . "them") (:form . "them") (:end . 99) (:start . 95)\n (:id . 62))\n ((:tag . "RBR") (:stem . "more") (:form . "more") (:end . 104) (:start . 100)\n (:id . 63))\n ((:tag . "RB") (:stem . "easily") (:form . "easily") (:end . 111)\n (:start . 105) (:id . 64))\n ((:tag . "JJ") (:stem . "understandable") (:form . "understandable")\n (:end . 126) (:start . 112) (:id . 65))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 129) (:start . 127)\n (:id . 66))\n ((:tag . "NN") (:stem . "biologist") (:form . "biologist") (:end . 139)\n (:start . 130) (:id . 67))\n ((:tag . "NNS") (:stem . "annotator") (:form . "annotators") (:end . 150)\n (:start . 140) (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 151) (:start . 150)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s12.145) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503948@unknown@formal@none@1@S@From VerbNet, we have used the roles AGENT, THEME, INSTRUMENT, LOCATION, SOURCE and DESTINATION.@(((:tag . "IN") (:stem . "from") (:form . "From") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "VerbNet") (:form . "VerbNet") (:end . 12)\n (:start . 5) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 13) (:start . 12)\n (:id . 44))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 16) (:start . 14)\n (:id . 45))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 21) (:start . 17)\n (:id . 46))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 26) (:start . 22)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 30) (:start . 27)\n (:id . 48))\n ((:tag . "NNS") (:stem . "role") (:form . "roles") (:end . 36) (:start . 31)\n (:id . 49))\n ((:tag . "NNP") (:stem . "AGENT") (:form . "AGENT") (:end . 42) (:start . 37)\n (:id . 50))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 43) (:start . 42)\n (:id . 51))\n ((:tag . "NNP") (:stem . "THEME") (:form . "THEME") (:end . 49) (:start . 44)\n (:id . 52))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 50) (:start . 49)\n (:id . 53))\n ((:tag . "NNP") (:stem . "INSTRUMENT") (:form . "INSTRUMENT") (:end . 61)\n (:start . 51) (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 62) (:start . 61)\n (:id . 55))\n ((:tag . "NNP") (:stem . "LOCATION") (:form . "LOCATION") (:end . 71)\n (:start . 63) (:id . 56))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 72) (:start . 71)\n (:id . 57))\n ((:tag . "NNP") (:stem . "SOURCE") (:form . "SOURCE") (:end . 79)\n (:start . 73) (:id . 58))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 83) (:start . 80)\n (:id . 59))\n ((:tag . "NNP") (:stem . "DESTINATION") (:form . "DESTINATION") (:end . 95)\n (:start . 84) (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 96) (:start . 95)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s12.146) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503949@unknown@formal@none@1@S@Our RATE and TEMPORAL roles are based on the VerbNet EXTENT and TIME roles, respectively.@(((:tag . "PRP$") (:stem . "our") (:form . "Our") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "rate") (:form . "RATE") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 12) (:start . 9)\n (:id . 44))\n ((:tag . "NN") (:stem . "temporal") (:form . "TEMPORAL") (:end . 21)\n (:start . 13) (:id . 45))\n ((:tag . "NNS") (:stem . "role") (:form . "roles") (:end . 27) (:start . 22)\n (:id . 46))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 31) (:start . 28)\n (:id . 47))\n ((:tag . "VBN") (:stem . "base") (:form . "based") (:end . 37) (:start . 32)\n (:id . 48))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 40) (:start . 38)\n (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 44) (:start . 41)\n (:id . 50))\n ((:tag . "NNP") (:stem . "VerbNet") (:form . "VerbNet") (:end . 52)\n (:start . 45) (:id . 51))\n ((:tag . "NNP") (:stem . "EXTENT") (:form . "EXTENT") (:end . 59)\n (:start . 53) (:id . 52))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 63) (:start . 60)\n (:id . 53))\n ((:tag . "NNP") (:stem . "TIME") (:form . "TIME") (:end . 68) (:start . 64)\n (:id . 54))\n ((:tag . "NNS") (:stem . "role") (:form . "roles") (:end . 74) (:start . 69)\n (:id . 55))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 75) (:start . 74)\n (:id . 56))\n ((:tag . "RB") (:stem . "respectively") (:form . "respectively") (:end . 88)\n (:start . 76) (:id . 57))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 89) (:start . 88)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s12.147) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503950@unknown@formal@none@1@S@MANNER and PURPOSE come from PropBank's set of general roles that are applicable to any verb.@(((:tag . "NN") (:stem . "manner") (:form . "MANNER") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 10) (:start . 7)\n (:id . 43))\n ((:tag . "NN") (:stem . "purpose") (:form . "PURPOSE") (:end . 18)\n (:start . 11) (:id . 44))\n ((:tag . "VBP") (:stem . "come") (:form . "come") (:end . 23) (:start . 19)\n (:id . 45))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 28) (:start . 24)\n (:id . 46))\n ((:tag . "NNP") (:stem . "PropBank") (:form . "PropBank") (:end . 37)\n (:start . 29) (:id . 47))\n ((:tag . "POS") (:stem . "'s") (:form . "'s") (:end . 39) (:start . 37)\n (:id . 48))\n ((:tag . "NN") (:stem . "set") (:form . "set") (:end . 43) (:start . 40)\n (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 46) (:start . 44)\n (:id . 50))\n ((:tag . "JJ") (:stem . "general") (:form . "general") (:end . 54)\n (:start . 47) (:id . 51))\n ((:tag . "NNS") (:stem . "role") (:form . "roles") (:end . 60) (:start . 55)\n (:id . 52))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 65) (:start . 61)\n (:id . 53))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 69) (:start . 66)\n (:id . 54))\n ((:tag . "JJ") (:stem . "applicable") (:form . "applicable") (:end . 80)\n (:start . 70) (:id . 55))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 83) (:start . 81)\n (:id . 56))\n ((:tag . "DT") (:stem . "any") (:form . "any") (:end . 87) (:start . 84)\n (:id . 57))\n ((:tag . "NN") (:stem . "verb") (:form . "verb") (:end . 92) (:start . 88)\n (:id . 58))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 93) (:start . 92)\n (:id . 59)))@@@1@18@((:identifiers (:sid . :s12.148) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503951@unknown@formal@none@1@S@We also saw a need for a role similar to the VerbNet PREDICATE role, to deal with cases such as:@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "VBD") (:stem . "see") (:form . "saw") (:end . 11) (:start . 8)\n (:id . 44))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 13) (:start . 12)\n (:id . 45))\n ((:tag . "NN") (:stem . "need") (:form . "need") (:end . 18) (:start . 14)\n (:id . 46))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 22) (:start . 19)\n (:id . 47))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 24) (:start . 23)\n (:id . 48))\n ((:tag . "NN") (:stem . "role") (:form . "role") (:end . 29) (:start . 25)\n (:id . 49))\n ((:tag . "JJ") (:stem . "similar") (:form . "similar") (:end . 37)\n (:start . 30) (:id . 50))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 40) (:start . 38)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 44) (:start . 41)\n (:id . 52))\n ((:tag . "NNP") (:stem . "VerbNet") (:form . "VerbNet") (:end . 52)\n (:start . 45) (:id . 53))\n ((:tag . "NNP") (:stem . "PREDICATE") (:form . "PREDICATE") (:end . 62)\n (:start . 53) (:id . 54))\n ((:tag . "NN") (:stem . "role") (:form . "role") (:end . 67) (:start . 63)\n (:id . 55))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 68) (:start . 67)\n (:id . 56))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 71) (:start . 69)\n (:id . 57))\n ((:tag . "VB") (:stem . "deal") (:form . "deal") (:end . 76) (:start . 72)\n (:id . 58))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 81) (:start . 77)\n (:id . 59))\n ((:tag . "NNS") (:stem . "case") (:form . "cases") (:end . 87) (:start . 82)\n (:id . 60))\n ((:tag . "JJ") (:stem . "such") (:form . "such") (:end . 92) (:start . 88)\n (:id . 61))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 95) (:start . 93)\n (:id . 62))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 96) (:start . 95)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s12.149) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503952@unknown@formal@none@1@S@The (cAMP)-cAMP receptor protein complex functions as an activator..., where an activator corresponds to the PREDICATE role of functions.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 5) (:start . 4) (:id . 43))\n ((:tag . "JJ") (:stem . "cAMP)-cAMP") (:form . "cAMP)-cAMP") (:end . 15)\n (:start . 5) (:id . 44))\n ((:tag . "NN") (:stem . "receptor") (:form . "receptor") (:end . 24)\n (:start . 16) (:id . 45))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 32)\n (:start . 25) (:id . 46))\n ((:tag . "NN") (:stem . "complex") (:form . "complex") (:end . 40)\n (:start . 33) (:id . 47))\n ((:tag . "VBZ") (:stem . "function") (:form . "functions") (:end . 50)\n (:start . 41) (:id . 48))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 53) (:start . 51)\n (:id . 49))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 56) (:start . 54)\n (:id . 50))\n ((:tag . "NN") (:stem . "activator") (:form . "activator") (:end . 66)\n (:start . 57) (:id . 51))\n ((:tag . ":") (:stem . "…") (:form . "…") (:end . 66) (:start . 66)\n (:id . 52))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 70) (:start . 69)\n (:id . 53))\n ((:tag . "WRB") (:stem . "where") (:form . "where") (:end . 76) (:start . 71)\n (:id . 54))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 79) (:start . 77)\n (:id . 55))\n ((:tag . "NN") (:stem . "activator") (:form . "activator") (:end . 89)\n (:start . 80) (:id . 56))\n ((:tag . "VBZ") (:stem . "correspond") (:form . "corresponds") (:end . 101)\n (:start . 90) (:id . 57))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 104) (:start . 102)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 108) (:start . 105)\n (:id . 59))\n ((:tag . "JJ") (:stem . "predicate") (:form . "PREDICATE") (:end . 118)\n (:start . 109) (:id . 60))\n ((:tag . "NN") (:stem . "role") (:form . "role") (:end . 123) (:start . 119)\n (:id . 61))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 126) (:start . 124)\n (:id . 62))\n ((:tag . "NNS") (:stem . "function") (:form . "functions") (:end . 136)\n (:start . 127) (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 137) (:start . 136)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s12.150) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503953@unknown@formal@none@1@S@For our own purposes, we created 2 separate roles, DESCRIPTIVE-AGENT and DESCRIPTIVE-THEME, and extended the characterisation of these roles to apply not only to predicatives, but also to any argument which describes characteristics or behaviour of either the AGENT or the THEME of the event.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "JJ") (:stem . "own") (:form . "own") (:end . 11) (:start . 8)\n (:id . 44))\n ((:tag . "NNS") (:stem . "purpose") (:form . "purposes") (:end . 20)\n (:start . 12) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 21) (:start . 20)\n (:id . 46))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 24) (:start . 22)\n (:id . 47))\n ((:tag . "VBD") (:stem . "create") (:form . "created") (:end . 32)\n (:start . 25) (:id . 48))\n ((:tag . "CD") (:stem . "2") (:form . "2") (:end . 34) (:start . 33)\n (:id . 49))\n ((:tag . "JJ") (:stem . "separate") (:form . "separate") (:end . 43)\n (:start . 35) (:id . 50))\n ((:tag . "NNS") (:stem . "role") (:form . "roles") (:end . 49) (:start . 44)\n (:id . 51))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 50) (:start . 49)\n (:id . 52))\n ((:tag . "NNP") (:stem . "DESCRIPTIVE-AGENT") (:form . "DESCRIPTIVE-AGENT")\n (:end . 68) (:start . 51) (:id . 53))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 72) (:start . 69)\n (:id . 54))\n ((:tag . "NNP") (:stem . "DESCRIPTIVE-THEME") (:form . "DESCRIPTIVE-THEME")\n (:end . 90) (:start . 73) (:id . 55))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 91) (:start . 90)\n (:id . 56))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 95) (:start . 92)\n (:id . 57))\n ((:tag . "VBD") (:stem . "extend") (:form . "extended") (:end . 104)\n (:start . 96) (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 108) (:start . 105)\n (:id . 59))\n ((:tag . "NN") (:stem . "characterisation") (:form . "characterisation")\n (:end . 125) (:start . 109) (:id . 60))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 128) (:start . 126)\n (:id . 61))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 134)\n (:start . 129) (:id . 62))\n ((:tag . "NNS") (:stem . "role") (:form . "roles") (:end . 140)\n (:start . 135) (:id . 63))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 143) (:start . 141)\n (:id . 64))\n ((:tag . "VB") (:stem . "apply") (:form . "apply") (:end . 149)\n (:start . 144) (:id . 65))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 153) (:start . 150)\n (:id . 66))\n ((:tag . "RB") (:stem . "only") (:form . "only") (:end . 158) (:start . 154)\n (:id . 67))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 161) (:start . 159)\n (:id . 68))\n ((:tag . "NNS") (:stem . "predicative") (:form . "predicatives") (:end . 174)\n (:start . 162) (:id . 69))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 175) (:start . 174)\n (:id . 70))\n ((:tag . "CC") (:stem . "but") (:form . "but") (:end . 179) (:start . 176)\n (:id . 71))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 184) (:start . 180)\n (:id . 72))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 187) (:start . 185)\n (:id . 73))\n ((:tag . "DT") (:stem . "any") (:form . "any") (:end . 191) (:start . 188)\n (:id . 74))\n ((:tag . "NN") (:stem . "argument") (:form . "argument") (:end . 200)\n (:start . 192) (:id . 75))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 206)\n (:start . 201) (:id . 76))\n ((:tag . "VBZ") (:stem . "describe") (:form . "describes") (:end . 216)\n (:start . 207) (:id . 77))\n ((:tag . "NNS") (:stem . "characteristic") (:form . "characteristics")\n (:end . 232) (:start . 217) (:id . 78))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 235) (:start . 233)\n (:id . 79))\n ((:tag . "NN") (:stem . "behaviour") (:form . "behaviour") (:end . 245)\n (:start . 236) (:id . 80))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 248) (:start . 246)\n (:id . 81))\n ((:tag . "CC") (:stem . "either") (:form . "either") (:end . 255)\n (:start . 249) (:id . 82))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 259) (:start . 256)\n (:id . 83))\n ((:tag . "NN") (:stem . "agent") (:form . "AGENT") (:end . 265)\n (:start . 260) (:id . 84))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 268) (:start . 266)\n (:id . 85))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 272) (:start . 269)\n (:id . 86))\n ((:tag . "NN") (:stem . "theme") (:form . "THEME") (:end . 278)\n (:start . 273) (:id . 87))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 281) (:start . 279)\n (:id . 88))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 285) (:start . 282)\n (:id . 89))\n ((:tag . "NN") (:stem . "event") (:form . "event") (:end . 291)\n (:start . 286) (:id . 90))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 292) (:start . 291)\n (:id . 91)))@@@1@50@((:hcues ((:id . :x12.151.1) (:span 249 255 266 268)))\n (:hscopes ((:id . :x12.151.1) (:span 249 278)))\n (:identifiers (:sid . :s12.151) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503954@unknown@formal@none@1@S@The full set of roles is shown in Table 2.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "full") (:form . "full") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "set") (:form . "set") (:end . 12) (:start . 9)\n (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 15) (:start . 13)\n (:id . 45))\n ((:tag . "NNS") (:stem . "role") (:form . "roles") (:end . 21) (:start . 16)\n (:id . 46))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 24) (:start . 22)\n (:id . 47))\n ((:tag . "VBN") (:stem . "show") (:form . "shown") (:end . 30) (:start . 25)\n (:id . 48))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 33) (:start . 31)\n (:id . 49))\n ((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 39) (:start . 34)\n (:id . 50))\n ((:tag . "CD") (:stem . "2") (:form . "2") (:end . 41) (:start . 40)\n (:id . 51))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 42) (:start . 41)\n (:id . 52)))@@@1@11@((:identifiers (:sid . :s12.152) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503955@unknown@formal@none@1@S@In general, definitions of argument types normally specified as adjuncts, such as MANNER, INSTRUMENT, CONDITION and LOCATION, can be problematic to distinguish from each other.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "general") (:form . "general") (:end . 10)\n (:start . 3) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 11) (:start . 10)\n (:id . 44))\n ((:tag . "NNS") (:stem . "definition") (:form . "definitions") (:end . 23)\n (:start . 12) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 26) (:start . 24)\n (:id . 46))\n ((:tag . "NN") (:stem . "argument") (:form . "argument") (:end . 35)\n (:start . 27) (:id . 47))\n ((:tag . "NNS") (:stem . "type") (:form . "types") (:end . 41) (:start . 36)\n (:id . 48))\n ((:tag . "RB") (:stem . "normally") (:form . "normally") (:end . 50)\n (:start . 42) (:id . 49))\n ((:tag . "VBN") (:stem . "specify") (:form . "specified") (:end . 60)\n (:start . 51) (:id . 50))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 63) (:start . 61)\n (:id . 51))\n ((:tag . "NNS") (:stem . "adjunct") (:form . "adjuncts") (:end . 72)\n (:start . 64) (:id . 52))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 73) (:start . 72)\n (:id . 53))\n ((:tag . "JJ") (:stem . "such") (:form . "such") (:end . 78) (:start . 74)\n (:id . 54))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 81) (:start . 79)\n (:id . 55))\n ((:tag . "NNP") (:stem . "MANNER") (:form . "MANNER") (:end . 88)\n (:start . 82) (:id . 56))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 89) (:start . 88)\n (:id . 57))\n ((:tag . "NNP") (:stem . "INSTRUMENT") (:form . "INSTRUMENT") (:end . 100)\n (:start . 90) (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 101) (:start . 100)\n (:id . 59))\n ((:tag . "NNP") (:stem . "CONDITION") (:form . "CONDITION") (:end . 111)\n (:start . 102) (:id . 60))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 115) (:start . 112)\n (:id . 61))\n ((:tag . "NN") (:stem . "location") (:form . "LOCATION") (:end . 124)\n (:start . 116) (:id . 62))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 125) (:start . 124)\n (:id . 63))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 129) (:start . 126)\n (:id . 64))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 132) (:start . 130)\n (:id . 65))\n ((:tag . "JJ") (:stem . "problematic") (:form . "problematic") (:end . 144)\n (:start . 133) (:id . 66))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 147) (:start . 145)\n (:id . 67))\n ((:tag . "VB") (:stem . "distinguish") (:form . "distinguish") (:end . 159)\n (:start . 148) (:id . 68))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 164) (:start . 160)\n (:id . 69))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 169) (:start . 165)\n (:id . 70))\n ((:tag . "JJ") (:stem . "other") (:form . "other") (:end . 175)\n (:start . 170) (:id . 71))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 176) (:start . 175)\n (:id . 72)))@@@1@31@((:hcues ((:id . :x12.153.1) (:span 126 129)))\n (:hscopes ((:id . :x12.153.1) (:span 126 175)))\n (:identifiers (:sid . :s12.153) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503956@unknown@formal@none@1@S@However, our use of more biologically-oriented definitions for these cases aims to reduce discrepancies.@(((:tag . "RB") (:stem . "however") (:form . "However") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 12) (:start . 9)\n (:id . 44))\n ((:tag . "NN") (:stem . "use") (:form . "use") (:end . 16) (:start . 13)\n (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 19) (:start . 17)\n (:id . 46))\n ((:tag . "JJR") (:stem . "more") (:form . "more") (:end . 24) (:start . 20)\n (:id . 47))\n ((:tag . "JJ") (:stem . "biologically-oriented")\n (:form . "biologically-oriented") (:end . 46) (:start . 25) (:id . 48))\n ((:tag . "NNS") (:stem . "definition") (:form . "definitions") (:end . 58)\n (:start . 47) (:id . 49))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 62) (:start . 59)\n (:id . 50))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 68) (:start . 63)\n (:id . 51))\n ((:tag . "NNS") (:stem . "case") (:form . "cases") (:end . 74) (:start . 69)\n (:id . 52))\n ((:tag . "VBZ") (:stem . "aim") (:form . "aims") (:end . 79) (:start . 75)\n (:id . 53))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 82) (:start . 80)\n (:id . 54))\n ((:tag . "VB") (:stem . "reduce") (:form . "reduce") (:end . 89)\n (:start . 83) (:id . 55))\n ((:tag . "NNS") (:stem . "discrepancy") (:form . "discrepancies")\n (:end . 103) (:start . 90) (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 104) (:start . 103)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s12.154) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503957@unknown@formal@none@1@S@Semantic roles@(((:tag . "JJ") (:stem . "semantic") (:form . "Semantic") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "role") (:form . "roles") (:end . 14) (:start . 9)\n (:id . 43)))@@@1@2@((:identifiers (:sid . :s12.155) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|TableLegend|)))@oe@9-2-2011 5503958@unknown@formal@none@1@S@Biological concepts@(((:tag . "JJ") (:stem . "biological") (:form . "Biological") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "concept") (:form . "concepts") (:end . 19)\n (:start . 11) (:id . 43)))@@@1@2@((:identifiers (:sid . :s12.156) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5503959@unknown@formal@none@1@S@Our biological concept labels are organised into hierarchies based on the Gene Regulation Ontology (GRO) [43].@(((:tag . "PRP$") (:stem . "our") (:form . "Our") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "biological") (:form . "biological") (:end . 14)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "concept") (:form . "concept") (:end . 22)\n (:start . 15) (:id . 44))\n ((:tag . "NNS") (:stem . "label") (:form . "labels") (:end . 29)\n (:start . 23) (:id . 45))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 33) (:start . 30)\n (:id . 46))\n ((:tag . "VBN") (:stem . "organise") (:form . "organised") (:end . 43)\n (:start . 34) (:id . 47))\n ((:tag . "IN") (:stem . "into") (:form . "into") (:end . 48) (:start . 44)\n (:id . 48))\n ((:tag . "NNS") (:stem . "hierarchy") (:form . "hierarchies") (:end . 60)\n (:start . 49) (:id . 49))\n ((:tag . "VBN") (:stem . "base") (:form . "based") (:end . 66) (:start . 61)\n (:id . 50))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 69) (:start . 67)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 73) (:start . 70)\n (:id . 52))\n ((:tag . "NNP") (:stem . "Gene") (:form . "Gene") (:end . 78) (:start . 74)\n (:id . 53))\n ((:tag . "NNP") (:stem . "Regulation") (:form . "Regulation") (:end . 89)\n (:start . 79) (:id . 54))\n ((:tag . "NNP") (:stem . "Ontology") (:form . "Ontology") (:end . 98)\n (:start . 90) (:id . 55))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 100) (:start . 99)\n (:id . 56))\n ((:tag . "NNP") (:stem . "GRO") (:form . "GRO") (:end . 103) (:start . 100)\n (:id . 57))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 104) (:start . 103)\n (:id . 58))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 106) (:start . 105)\n (:id . 59))\n ((:tag . "CD") (:stem . "43") (:form . "43") (:end . 108) (:start . 106)\n (:id . 60))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 109) (:start . 108)\n (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 110) (:start . 109)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s12.157) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503960@unknown@formal@none@1@S@This ontology, which integrates and builds on parts of other established bio-ontologies, such as Gene Ontology [56] and Sequence Ontology [57], is also included within the list of ontologies of the OBO Foundry [58].@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "ontology") (:form . "ontology") (:end . 13)\n (:start . 5) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 14) (:start . 13)\n (:id . 44))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 20) (:start . 15)\n (:id . 45))\n ((:tag . "VBZ") (:stem . "integrate") (:form . "integrates") (:end . 31)\n (:start . 21) (:id . 46))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 35) (:start . 32)\n (:id . 47))\n ((:tag . "VBZ") (:stem . "build") (:form . "builds") (:end . 42)\n (:start . 36) (:id . 48))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 45) (:start . 43)\n (:id . 49))\n ((:tag . "NNS") (:stem . "part") (:form . "parts") (:end . 51) (:start . 46)\n (:id . 50))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 54) (:start . 52)\n (:id . 51))\n ((:tag . "JJ") (:stem . "other") (:form . "other") (:end . 60) (:start . 55)\n (:id . 52))\n ((:tag . "VBN") (:stem . "establish") (:form . "established") (:end . 72)\n (:start . 61) (:id . 53))\n ((:tag . "NNS") (:stem . "bio-ontology") (:form . "bio-ontologies")\n (:end . 87) (:start . 73) (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 88) (:start . 87)\n (:id . 55))\n ((:tag . "JJ") (:stem . "such") (:form . "such") (:end . 93) (:start . 89)\n (:id . 56))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 96) (:start . 94)\n (:id . 57))\n ((:tag . "NNP") (:stem . "Gene") (:form . "Gene") (:end . 101) (:start . 97)\n (:id . 58))\n ((:tag . "NNP") (:stem . "Ontology") (:form . "Ontology") (:end . 110)\n (:start . 102) (:id . 59))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 112) (:start . 111)\n (:id . 60))\n ((:tag . "CD") (:stem . "56") (:form . "56") (:end . 114) (:start . 112)\n (:id . 61))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 115) (:start . 114)\n (:id . 62))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 119) (:start . 116)\n (:id . 63))\n ((:tag . "NN") (:stem . "sequence") (:form . "Sequence") (:end . 128)\n (:start . 120) (:id . 64))\n ((:tag . "NNP") (:stem . "Ontology") (:form . "Ontology") (:end . 137)\n (:start . 129) (:id . 65))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 139) (:start . 138)\n (:id . 66))\n ((:tag . "CD") (:stem . "57") (:form . "57") (:end . 141) (:start . 139)\n (:id . 67))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 142) (:start . 141)\n (:id . 68))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 143) (:start . 142)\n (:id . 69))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 146) (:start . 144)\n (:id . 70))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 151) (:start . 147)\n (:id . 71))\n ((:tag . "VBN") (:stem . "include") (:form . "included") (:end . 160)\n (:start . 152) (:id . 72))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 167)\n (:start . 161) (:id . 73))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 171) (:start . 168)\n (:id . 74))\n ((:tag . "NN") (:stem . "list") (:form . "list") (:end . 176) (:start . 172)\n (:id . 75))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 179) (:start . 177)\n (:id . 76))\n ((:tag . "NNS") (:stem . "ontology") (:form . "ontologies") (:end . 190)\n (:start . 180) (:id . 77))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 193) (:start . 191)\n (:id . 78))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 197) (:start . 194)\n (:id . 79))\n ((:tag . "NNP") (:stem . "OBO") (:form . "OBO") (:end . 201) (:start . 198)\n (:id . 80))\n ((:tag . "NNP") (:stem . "Foundry") (:form . "Foundry") (:end . 209)\n (:start . 202) (:id . 81))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 211) (:start . 210)\n (:id . 82))\n ((:tag . "CD") (:stem . "58") (:form . "58") (:end . 213) (:start . 211)\n (:id . 83))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 214) (:start . 213)\n (:id . 84))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 215) (:start . 214)\n (:id . 85)))@@@1@44@((:identifiers (:sid . :s12.158) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503961@unknown@formal@none@1@S@Our biological concept labels are arranged within 5 different hierarchies, corresponding to the following supercategories: Nucleic_Acids, Proteins, Living_Systems, Processes and Experimental.@(((:tag . "PRP$") (:stem . "our") (:form . "Our") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "biological") (:form . "biological") (:end . 14)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "concept") (:form . "concept") (:end . 22)\n (:start . 15) (:id . 44))\n ((:tag . "NNS") (:stem . "label") (:form . "labels") (:end . 29)\n (:start . 23) (:id . 45))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 33) (:start . 30)\n (:id . 46))\n ((:tag . "VBN") (:stem . "arrange") (:form . "arranged") (:end . 42)\n (:start . 34) (:id . 47))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 49)\n (:start . 43) (:id . 48))\n ((:tag . "CD") (:stem . "5") (:form . "5") (:end . 51) (:start . 50)\n (:id . 49))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 61)\n (:start . 52) (:id . 50))\n ((:tag . "NNS") (:stem . "hierarchy") (:form . "hierarchies") (:end . 73)\n (:start . 62) (:id . 51))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 74) (:start . 73)\n (:id . 52))\n ((:tag . "VBG") (:stem . "correspond") (:form . "corresponding") (:end . 88)\n (:start . 75) (:id . 53))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 91) (:start . 89)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 95) (:start . 92)\n (:id . 55))\n ((:tag . "VBG") (:stem . "follow") (:form . "following") (:end . 105)\n (:start . 96) (:id . 56))\n ((:tag . "NNS") (:stem . "supercategory") (:form . "supercategories")\n (:end . 121) (:start . 106) (:id . 57))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 122) (:start . 121)\n (:id . 58))\n ((:tag . "NNPS") (:stem . "Nucleic_Acid") (:form . "Nucleic_Acids")\n (:end . 136) (:start . 123) (:id . 59))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 137) (:start . 136)\n (:id . 60))\n ((:tag . "NNPS") (:stem . "Protein") (:form . "Proteins") (:end . 146)\n (:start . 138) (:id . 61))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 147) (:start . 146)\n (:id . 62))\n ((:tag . "NNPS") (:stem . "Living_System") (:form . "Living_Systems")\n (:end . 162) (:start . 148) (:id . 63))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 163) (:start . 162)\n (:id . 64))\n ((:tag . "NNPS") (:stem . "Processes") (:form . "Processes") (:end . 173)\n (:start . 164) (:id . 65))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 177) (:start . 174)\n (:id . 66))\n ((:tag . "NNP") (:stem . "Experimental") (:form . "Experimental")\n (:end . 190) (:start . 178) (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 191) (:start . 190)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s12.159) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503962@unknown@formal@none@1@S@During annotation, biological concepts are identified within each semantic argument.@(((:tag . "IN") (:stem . "during") (:form . "During") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 17)\n (:start . 7) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 18) (:start . 17)\n (:id . 44))\n ((:tag . "JJ") (:stem . "biological") (:form . "biological") (:end . 29)\n (:start . 19) (:id . 45))\n ((:tag . "NNS") (:stem . "concept") (:form . "concepts") (:end . 38)\n (:start . 30) (:id . 46))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 42) (:start . 39)\n (:id . 47))\n ((:tag . "VBN") (:stem . "identify") (:form . "identified") (:end . 53)\n (:start . 43) (:id . 48))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 60)\n (:start . 54) (:id . 49))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 65) (:start . 61)\n (:id . 50))\n ((:tag . "JJ") (:stem . "semantic") (:form . "semantic") (:end . 74)\n (:start . 66) (:id . 51))\n ((:tag . "NN") (:stem . "argument") (:form . "argument") (:end . 83)\n (:start . 75) (:id . 52))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 84) (:start . 83)\n (:id . 53)))@@@1@12@((:identifiers (:sid . :s12.160) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503963@unknown@formal@none@1@S@In each case, the most specific concept category possible within the appropriate hierarchy is assigned, based on the context in which the concept occurs.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "case") (:form . "case") (:end . 12) (:start . 8)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 13) (:start . 12)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 17) (:start . 14)\n (:id . 46))\n ((:tag . "RBS") (:stem . "most") (:form . "most") (:end . 22) (:start . 18)\n (:id . 47))\n ((:tag . "JJ") (:stem . "specific") (:form . "specific") (:end . 31)\n (:start . 23) (:id . 48))\n ((:tag . "NN") (:stem . "concept") (:form . "concept") (:end . 39)\n (:start . 32) (:id . 49))\n ((:tag . "NN") (:stem . "category") (:form . "category") (:end . 48)\n (:start . 40) (:id . 50))\n ((:tag . "JJ") (:stem . "possible") (:form . "possible") (:end . 57)\n (:start . 49) (:id . 51))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 64)\n (:start . 58) (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 68) (:start . 65)\n (:id . 53))\n ((:tag . "JJ") (:stem . "appropriate") (:form . "appropriate") (:end . 80)\n (:start . 69) (:id . 54))\n ((:tag . "NN") (:stem . "hierarchy") (:form . "hierarchy") (:end . 90)\n (:start . 81) (:id . 55))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 93) (:start . 91)\n (:id . 56))\n ((:tag . "VBN") (:stem . "assign") (:form . "assigned") (:end . 102)\n (:start . 94) (:id . 57))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 103) (:start . 102)\n (:id . 58))\n ((:tag . "VBN") (:stem . "base") (:form . "based") (:end . 109)\n (:start . 104) (:id . 59))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 112) (:start . 110)\n (:id . 60))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 116) (:start . 113)\n (:id . 61))\n ((:tag . "NN") (:stem . "context") (:form . "context") (:end . 124)\n (:start . 117) (:id . 62))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 127) (:start . 125)\n (:id . 63))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 133)\n (:start . 128) (:id . 64))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 137) (:start . 134)\n (:id . 65))\n ((:tag . "NN") (:stem . "concept") (:form . "concept") (:end . 145)\n (:start . 138) (:id . 66))\n ((:tag . "VBZ") (:stem . "occur") (:form . "occurs") (:end . 152)\n (:start . 146) (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 153) (:start . 152)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s12.161) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503964@unknown@formal@none@1@S@The aim of this is to allow queries over extracted event instances to be performed at different levels of granularity, i.e., users could specify more general or less general concept types according to their requirements.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "aim") (:form . "aim") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 10) (:start . 8)\n (:id . 44))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 15) (:start . 11)\n (:id . 45))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 18) (:start . 16)\n (:id . 46))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 21) (:start . 19)\n (:id . 47))\n ((:tag . "VB") (:stem . "allow") (:form . "allow") (:end . 27) (:start . 22)\n (:id . 48))\n ((:tag . "NNS") (:stem . "query") (:form . "queries") (:end . 35)\n (:start . 28) (:id . 49))\n ((:tag . "IN") (:stem . "over") (:form . "over") (:end . 40) (:start . 36)\n (:id . 50))\n ((:tag . "VBN") (:stem . "extract") (:form . "extracted") (:end . 50)\n (:start . 41) (:id . 51))\n ((:tag . "NN") (:stem . "event") (:form . "event") (:end . 56) (:start . 51)\n (:id . 52))\n ((:tag . "NNS") (:stem . "instance") (:form . "instances") (:end . 66)\n (:start . 57) (:id . 53))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 69) (:start . 67)\n (:id . 54))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 72) (:start . 70)\n (:id . 55))\n ((:tag . "VBN") (:stem . "perform") (:form . "performed") (:end . 82)\n (:start . 73) (:id . 56))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 85) (:start . 83)\n (:id . 57))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 95)\n (:start . 86) (:id . 58))\n ((:tag . "NNS") (:stem . "level") (:form . "levels") (:end . 102)\n (:start . 96) (:id . 59))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 105) (:start . 103)\n (:id . 60))\n ((:tag . "NN") (:stem . "granularity") (:form . "granularity") (:end . 117)\n (:start . 106) (:id . 61))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 118) (:start . 117)\n (:id . 62))\n ((:tag . "FW") (:stem . "i.e.") (:form . "i.e.") (:end . 123) (:start . 119)\n (:id . 63))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 124) (:start . 123)\n (:id . 64))\n ((:tag . "NNS") (:stem . "user") (:form . "users") (:end . 130)\n (:start . 125) (:id . 65))\n ((:tag . "MD") (:stem . "could") (:form . "could") (:end . 136)\n (:start . 131) (:id . 66))\n ((:tag . "VB") (:stem . "specify") (:form . "specify") (:end . 144)\n (:start . 137) (:id . 67))\n ((:tag . "RBR") (:stem . "more") (:form . "more") (:end . 149) (:start . 145)\n (:id . 68))\n ((:tag . "JJ") (:stem . "general") (:form . "general") (:end . 157)\n (:start . 150) (:id . 69))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 160) (:start . 158)\n (:id . 70))\n ((:tag . "RBR") (:stem . "less") (:form . "less") (:end . 165) (:start . 161)\n (:id . 71))\n ((:tag . "JJ") (:stem . "general") (:form . "general") (:end . 173)\n (:start . 166) (:id . 72))\n ((:tag . "NN") (:stem . "concept") (:form . "concept") (:end . 181)\n (:start . 174) (:id . 73))\n ((:tag . "NNS") (:stem . "type") (:form . "types") (:end . 187)\n (:start . 182) (:id . 74))\n ((:tag . "VBG") (:stem . "accord") (:form . "according") (:end . 197)\n (:start . 188) (:id . 75))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 200) (:start . 198)\n (:id . 76))\n ((:tag . "PRP$") (:stem . "their") (:form . "their") (:end . 206)\n (:start . 201) (:id . 77))\n ((:tag . "NNS") (:stem . "requirement") (:form . "requirements") (:end . 219)\n (:start . 207) (:id . 78))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 220) (:start . 219)\n (:id . 79)))@@@1@38@((:hcues ((:id . :x12.162.1) (:span 131 136)))\n (:hscopes ((:id . :x12.162.1) (:span 131 219)))\n (:identifiers (:sid . :s12.162) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503965@unknown@formal@none@1@S@Consider the following example:@(((:tag . "VB") (:stem . "consider") (:form . "Consider") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 12) (:start . 9)\n (:id . 43))\n ((:tag . "VBG") (:stem . "follow") (:form . "following") (:end . 22)\n (:start . 13) (:id . 44))\n ((:tag . "NN") (:stem . "example") (:form . "example") (:end . 30)\n (:start . 23) (:id . 45))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 31) (:start . 30)\n (:id . 46)))@@@1@5@((:identifiers (:sid . :s12.163) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503966@unknown@formal@none@1@S@To map the regulatory domain of Escherichia coli T-protein...@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VB") (:stem . "map") (:form . "map") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 10) (:start . 7)\n (:id . 44))\n ((:tag . "JJ") (:stem . "regulatory") (:form . "regulatory") (:end . 21)\n (:start . 11) (:id . 45))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 28)\n (:start . 22) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 31) (:start . 29)\n (:id . 47))\n ((:tag . "FW") (:stem . "escherichia") (:form . "Escherichia") (:end . 43)\n (:start . 32) (:id . 48))\n ((:tag . "FW") (:stem . "coli") (:form . "coli") (:end . 48) (:start . 44)\n (:id . 49))\n ((:tag . "NNP") (:stem . "T-protein") (:form . "T-protein") (:end . 58)\n (:start . 49) (:id . 50))\n ((:tag . ":") (:stem . "…") (:form . "…") (:end . 58) (:start . 58)\n (:id . 51)))@@@1@10@((:identifiers (:sid . :s12.164) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503967@unknown@formal@none@1@S@Here, it is possible to assign the specific concept category Domain (within the Proteins hierarchy) to the concept the regulatory domain, which is a functional part of a protein.@(((:tag . "RB") (:stem . "here") (:form . "Here") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 5) (:start . 4) (:id . 43))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 8) (:start . 6)\n (:id . 44))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 11) (:start . 9)\n (:id . 45))\n ((:tag . "JJ") (:stem . "possible") (:form . "possible") (:end . 20)\n (:start . 12) (:id . 46))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 23) (:start . 21)\n (:id . 47))\n ((:tag . "VB") (:stem . "assign") (:form . "assign") (:end . 30)\n (:start . 24) (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 34) (:start . 31)\n (:id . 49))\n ((:tag . "JJ") (:stem . "specific") (:form . "specific") (:end . 43)\n (:start . 35) (:id . 50))\n ((:tag . "NN") (:stem . "concept") (:form . "concept") (:end . 51)\n (:start . 44) (:id . 51))\n ((:tag . "NN") (:stem . "category") (:form . "category") (:end . 60)\n (:start . 52) (:id . 52))\n ((:tag . "NNP") (:stem . "Domain") (:form . "Domain") (:end . 67)\n (:start . 61) (:id . 53))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 69) (:start . 68)\n (:id . 54))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 75)\n (:start . 69) (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 79) (:start . 76)\n (:id . 56))\n ((:tag . "NNPS") (:stem . "Protein") (:form . "Proteins") (:end . 88)\n (:start . 80) (:id . 57))\n ((:tag . "VBP") (:stem . "hierarchy") (:form . "hierarchy") (:end . 98)\n (:start . 89) (:id . 58))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 99) (:start . 98)\n (:id . 59))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 102) (:start . 100)\n (:id . 60))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 106) (:start . 103)\n (:id . 61))\n ((:tag . "NN") (:stem . "concept") (:form . "concept") (:end . 114)\n (:start . 107) (:id . 62))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 118) (:start . 115)\n (:id . 63))\n ((:tag . "JJ") (:stem . "regulatory") (:form . "regulatory") (:end . 129)\n (:start . 119) (:id . 64))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 136)\n (:start . 130) (:id . 65))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 137) (:start . 136)\n (:id . 66))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 143)\n (:start . 138) (:id . 67))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 146) (:start . 144)\n (:id . 68))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 148) (:start . 147)\n (:id . 69))\n ((:tag . "JJ") (:stem . "functional") (:form . "functional") (:end . 159)\n (:start . 149) (:id . 70))\n ((:tag . "NN") (:stem . "part") (:form . "part") (:end . 164) (:start . 160)\n (:id . 71))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 167) (:start . 165)\n (:id . 72))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 169) (:start . 168)\n (:id . 73))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 177)\n (:start . 170) (:id . 74))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 178) (:start . 177)\n (:id . 75)))@@@1@34@((:identifiers (:sid . :s12.165) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503968@unknown@formal@none@1@S@However, the following example presents a greater challenge:@(((:tag . "RB") (:stem . "however") (:form . "However") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 12) (:start . 9)\n (:id . 44))\n ((:tag . "JJ") (:stem . "following") (:form . "following") (:end . 22)\n (:start . 13) (:id . 45))\n ((:tag . "NN") (:stem . "example") (:form . "example") (:end . 30)\n (:start . 23) (:id . 46))\n ((:tag . "VBZ") (:stem . "present") (:form . "presents") (:end . 39)\n (:start . 31) (:id . 47))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 41) (:start . 40)\n (:id . 48))\n ((:tag . "JJR") (:stem . "great") (:form . "greater") (:end . 49)\n (:start . 42) (:id . 49))\n ((:tag . "NN") (:stem . "challenge") (:form . "challenge") (:end . 59)\n (:start . 50) (:id . 50))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 60) (:start . 59)\n (:id . 51)))@@@1@10@((:identifiers (:sid . :s12.166) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503969@unknown@formal@none@1@S@IHF may inhibit ompF transcription by altering how OmpR interacts with the ompF promoter.@(((:tag . "NNP") (:stem . "IHF") (:form . "IHF") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "VB") (:stem . "inhibit") (:form . "inhibit") (:end . 15)\n (:start . 8) (:id . 44))\n ((:tag . "NN") (:stem . "ompf") (:form . "ompF") (:end . 20) (:start . 16)\n (:id . 45))\n ((:tag . "NN") (:stem . "transcription") (:form . "transcription")\n (:end . 34) (:start . 21) (:id . 46))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 37) (:start . 35)\n (:id . 47))\n ((:tag . "VBG") (:stem . "alter") (:form . "altering") (:end . 46)\n (:start . 38) (:id . 48))\n ((:tag . "WRB") (:stem . "how") (:form . "how") (:end . 50) (:start . 47)\n (:id . 49))\n ((:tag . "NNP") (:stem . "OmpR") (:form . "OmpR") (:end . 55) (:start . 51)\n (:id . 50))\n ((:tag . "VBZ") (:stem . "interact") (:form . "interacts") (:end . 65)\n (:start . 56) (:id . 51))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 70) (:start . 66)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 74) (:start . 71)\n (:id . 53))\n ((:tag . "NN") (:stem . "ompf") (:form . "ompF") (:end . 79) (:start . 75)\n (:id . 54))\n ((:tag . "NN") (:stem . "promoter") (:form . "promoter") (:end . 88)\n (:start . 80) (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 89) (:start . 88)\n (:id . 56)))@@@1@15@((:hcues ((:id . :x12.167.1) (:span 4 7)))\n (:hscopes ((:id . :x12.167.1) (:span 4 88)))\n (:identifiers (:sid . :s12.167) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503970@unknown@formal@none@1@S@Here, IHF is clearly a repressor.@(((:tag . "RB") (:stem . "here") (:form . "Here") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 5) (:start . 4) (:id . 43))\n ((:tag . "NNP") (:stem . "IHF") (:form . "IHF") (:end . 9) (:start . 6)\n (:id . 44))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 12) (:start . 10)\n (:id . 45))\n ((:tag . "RB") (:stem . "clearly") (:form . "clearly") (:end . 20)\n (:start . 13) (:id . 46))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 22) (:start . 21)\n (:id . 47))\n ((:tag . "NN") (:stem . "repressor") (:form . "repressor") (:end . 32)\n (:start . 23) (:id . 48))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 33) (:start . 32)\n (:id . 49)))@@@1@8@((:identifiers (:sid . :s12.168) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503971@unknown@formal@none@1@S@However, the specific category of OmpR is ambiguous from the context of the sentence between:@(((:tag . "RB") (:stem . "however") (:form . "However") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 12) (:start . 9)\n (:id . 44))\n ((:tag . "JJ") (:stem . "specific") (:form . "specific") (:end . 21)\n (:start . 13) (:id . 45))\n ((:tag . "NN") (:stem . "category") (:form . "category") (:end . 30)\n (:start . 22) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 33) (:start . 31)\n (:id . 47))\n ((:tag . "NNP") (:stem . "OmpR") (:form . "OmpR") (:end . 38) (:start . 34)\n (:id . 48))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 41) (:start . 39)\n (:id . 49))\n ((:tag . "JJ") (:stem . "ambiguous") (:form . "ambiguous") (:end . 51)\n (:start . 42) (:id . 50))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 56) (:start . 52)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 60) (:start . 57)\n (:id . 52))\n ((:tag . "NN") (:stem . "context") (:form . "context") (:end . 68)\n (:start . 61) (:id . 53))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 71) (:start . 69)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 75) (:start . 72)\n (:id . 55))\n ((:tag . "NN") (:stem . "sentence") (:form . "sentence") (:end . 84)\n (:start . 76) (:id . 56))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 92)\n (:start . 85) (:id . 57))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 93) (:start . 92)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s12.169) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503972@unknown@formal@none@1@S@• An activator of the ompF promoter.@(((:tag . "PDT") (:stem . "•") (:form . "•") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "an") (:form . "An") (:end . 4) (:start . 2)\n (:id . 43))\n ((:tag . "NN") (:stem . "activator") (:form . "activator") (:end . 14)\n (:start . 5) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 17) (:start . 15)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 21) (:start . 18)\n (:id . 46))\n ((:tag . "NN") (:stem . "ompf") (:form . "ompF") (:end . 26) (:start . 22)\n (:id . 47))\n ((:tag . "NN") (:stem . "promoter") (:form . "promoter") (:end . 35)\n (:start . 27) (:id . 48))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 36) (:start . 35)\n (:id . 49)))@@@1@8@((:identifiers (:sid . :s12.170) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503973@unknown@formal@none@1@S@• A repressor of the ompF promoter.@(((:tag . "PDT") (:stem . "•") (:form . "•") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "a") (:form . "A") (:end . 3) (:start . 2)\n (:id . 43))\n ((:tag . "NN") (:stem . "repressor") (:form . "repressor") (:end . 13)\n (:start . 4) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 16) (:start . 14)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 20) (:start . 17)\n (:id . 46))\n ((:tag . "NN") (:stem . "ompf") (:form . "ompF") (:end . 25) (:start . 21)\n (:id . 47))\n ((:tag . "NN") (:stem . "promoter") (:form . "promoter") (:end . 34)\n (:start . 26) (:id . 48))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 35) (:start . 34)\n (:id . 49)))@@@1@8@((:identifiers (:sid . :s12.171) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503974@unknown@formal@none@1@S@Therefore, the more general category of Regulator is assigned to OmpR.@(((:tag . "RB") (:stem . "therefore") (:form . "Therefore") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 10) (:start . 9)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 14) (:start . 11)\n (:id . 44))\n ((:tag . "RBR") (:stem . "more") (:form . "more") (:end . 19) (:start . 15)\n (:id . 45))\n ((:tag . "JJ") (:stem . "general") (:form . "general") (:end . 27)\n (:start . 20) (:id . 46))\n ((:tag . "NN") (:stem . "category") (:form . "category") (:end . 36)\n (:start . 28) (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 39) (:start . 37)\n (:id . 48))\n ((:tag . "NNP") (:stem . "Regulator") (:form . "Regulator") (:end . 49)\n (:start . 40) (:id . 49))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 52) (:start . 50)\n (:id . 50))\n ((:tag . "VBN") (:stem . "assign") (:form . "assigned") (:end . 61)\n (:start . 53) (:id . 51))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 64) (:start . 62)\n (:id . 52))\n ((:tag . "NNP") (:stem . "OmpR") (:form . "OmpR") (:end . 69) (:start . 65)\n (:id . 53))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 70) (:start . 69)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s12.172) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503975@unknown@formal@none@1@S@Consistent annotation of text spans@(((:tag . "JJ") (:stem . "consistent") (:form . "Consistent") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 21)\n (:start . 11) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 24) (:start . 22)\n (:id . 44))\n ((:tag . "NN") (:stem . "text") (:form . "text") (:end . 29) (:start . 25)\n (:id . 45))\n ((:tag . "NNS") (:stem . "span") (:form . "spans") (:end . 35) (:start . 30)\n (:id . 46)))@@@1@5@((:identifiers (:sid . :s12.173) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5503976@unknown@formal@none@1@S@The task of annotating consistent text spans is often challenging [52], but is important to ensure a cleanly annotated corpus which is easy to understand, reuse and process.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "task") (:form . "task") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "VBG") (:stem . "annotate") (:form . "annotating") (:end . 22)\n (:start . 12) (:id . 45))\n ((:tag . "JJ") (:stem . "consistent") (:form . "consistent") (:end . 33)\n (:start . 23) (:id . 46))\n ((:tag . "NN") (:stem . "text") (:form . "text") (:end . 38) (:start . 34)\n (:id . 47))\n ((:tag . "NNS") (:stem . "span") (:form . "spans") (:end . 44) (:start . 39)\n (:id . 48))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 47) (:start . 45)\n (:id . 49))\n ((:tag . "RB") (:stem . "often") (:form . "often") (:end . 53) (:start . 48)\n (:id . 50))\n ((:tag . "VBG") (:stem . "challenge") (:form . "challenging") (:end . 65)\n (:start . 54) (:id . 51))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 67) (:start . 66)\n (:id . 52))\n ((:tag . "CD") (:stem . "52") (:form . "52") (:end . 69) (:start . 67)\n (:id . 53))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 70) (:start . 69)\n (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 71) (:start . 70)\n (:id . 55))\n ((:tag . "CC") (:stem . "but") (:form . "but") (:end . 75) (:start . 72)\n (:id . 56))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 78) (:start . 76)\n (:id . 57))\n ((:tag . "JJ") (:stem . "important") (:form . "important") (:end . 88)\n (:start . 79) (:id . 58))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 91) (:start . 89)\n (:id . 59))\n ((:tag . "VB") (:stem . "ensure") (:form . "ensure") (:end . 98)\n (:start . 92) (:id . 60))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 100) (:start . 99)\n (:id . 61))\n ((:tag . "RB") (:stem . "cleanly") (:form . "cleanly") (:end . 108)\n (:start . 101) (:id . 62))\n ((:tag . "VBN") (:stem . "annotate") (:form . "annotated") (:end . 118)\n (:start . 109) (:id . 63))\n ((:tag . "NN") (:stem . "corpus") (:form . "corpus") (:end . 125)\n (:start . 119) (:id . 64))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 131)\n (:start . 126) (:id . 65))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 134) (:start . 132)\n (:id . 66))\n ((:tag . "JJ") (:stem . "easy") (:form . "easy") (:end . 139) (:start . 135)\n (:id . 67))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 142) (:start . 140)\n (:id . 68))\n ((:tag . "VB") (:stem . "understand") (:form . "understand") (:end . 153)\n (:start . 143) (:id . 69))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 154) (:start . 153)\n (:id . 70))\n ((:tag . "NN") (:stem . "reuse") (:form . "reuse") (:end . 160)\n (:start . 155) (:id . 71))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 164) (:start . 161)\n (:id . 72))\n ((:tag . "NN") (:stem . "process") (:form . "process") (:end . 172)\n (:start . 165) (:id . 73))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 173) (:start . 172)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s12.174) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503977@unknown@formal@none@1@S@Consider the following sentence:@(((:tag . "VB") (:stem . "consider") (:form . "Consider") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 12) (:start . 9)\n (:id . 43))\n ((:tag . "VBG") (:stem . "follow") (:form . "following") (:end . 22)\n (:start . 13) (:id . 44))\n ((:tag . "NN") (:stem . "sentence") (:form . "sentence") (:end . 31)\n (:start . 23) (:id . 45))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 32) (:start . 31)\n (:id . 46)))@@@1@5@((:identifiers (:sid . :s12.175) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503978@unknown@formal@none@1@S@The Klebsiella rcsA gene encoded a polypeptide of 23 kDa@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "Klebsiella") (:form . "Klebsiella") (:end . 14)\n (:start . 4) (:id . 43))\n ((:tag . "NNP") (:stem . "rcsA") (:form . "rcsA") (:end . 19) (:start . 15)\n (:id . 44))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 24) (:start . 20)\n (:id . 45))\n ((:tag . "VBD") (:stem . "encode") (:form . "encoded") (:end . 32)\n (:start . 25) (:id . 46))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 34) (:start . 33)\n (:id . 47))\n ((:tag . "NN") (:stem . "polypeptide") (:form . "polypeptide") (:end . 46)\n (:start . 35) (:id . 48))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 49) (:start . 47)\n (:id . 49))\n ((:tag . "CD") (:stem . "23") (:form . "23") (:end . 52) (:start . 50)\n (:id . 50))\n ((:tag . "NN") (:stem . "kda") (:form . "kDa") (:end . 56) (:start . 53)\n (:id . 51)))@@@1@10@((:identifiers (:sid . :s12.176) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503979@unknown@formal@none@1@S@The AGENT of encoded may be viewed as any of the following spans: Klebsiella rcsA, Klebsiella rcsA gene, or The Klebsiella rcsA gene.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "agent") (:form . "AGENT") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 12) (:start . 10)\n (:id . 44))\n ((:tag . "VBN") (:stem . "encode") (:form . "encoded") (:end . 20)\n (:start . 13) (:id . 45))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 24) (:start . 21)\n (:id . 46))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 27) (:start . 25)\n (:id . 47))\n ((:tag . "VBN") (:stem . "view") (:form . "viewed") (:end . 34) (:start . 28)\n (:id . 48))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 37) (:start . 35)\n (:id . 49))\n ((:tag . "DT") (:stem . "any") (:form . "any") (:end . 41) (:start . 38)\n (:id . 50))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 44) (:start . 42)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 48) (:start . 45)\n (:id . 52))\n ((:tag . "VBG") (:stem . "follow") (:form . "following") (:end . 58)\n (:start . 49) (:id . 53))\n ((:tag . "NNS") (:stem . "span") (:form . "spans") (:end . 64) (:start . 59)\n (:id . 54))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 65) (:start . 64)\n (:id . 55))\n ((:tag . "NNP") (:stem . "Klebsiella") (:form . "Klebsiella") (:end . 76)\n (:start . 66) (:id . 56))\n ((:tag . "NNP") (:stem . "rcsA") (:form . "rcsA") (:end . 81) (:start . 77)\n (:id . 57))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 82) (:start . 81)\n (:id . 58))\n ((:tag . "NNP") (:stem . "Klebsiella") (:form . "Klebsiella") (:end . 93)\n (:start . 83) (:id . 59))\n ((:tag . "NNP") (:stem . "rcsA") (:form . "rcsA") (:end . 98) (:start . 94)\n (:id . 60))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 103) (:start . 99)\n (:id . 61))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 104) (:start . 103)\n (:id . 62))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 107) (:start . 105)\n (:id . 63))\n ((:tag . "DT") (:stem . "the") (:form . "The") (:end . 111) (:start . 108)\n (:id . 64))\n ((:tag . "NNP") (:stem . "Klebsiella") (:form . "Klebsiella") (:end . 122)\n (:start . 112) (:id . 65))\n ((:tag . "NN") (:stem . "rcsa") (:form . "rcsA") (:end . 127) (:start . 123)\n (:id . 66))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 132) (:start . 128)\n (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 133) (:start . 132)\n (:id . 68)))@@@1@27@((:hcues ((:id . :x12.177.1) (:span 21 24)))\n (:hscopes ((:id . :x12.177.1) (:span 0 132)))\n (:identifiers (:sid . :s12.177) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503980@unknown@formal@none@1@S@Similarly, the THEME could be polypeptide, a polypeptide or a polypeptide of 23 kDa.@(((:tag . "RB") (:stem . "similarly") (:form . "Similarly") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 10) (:start . 9)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 14) (:start . 11)\n (:id . 44))\n ((:tag . "NNP") (:stem . "THEME") (:form . "THEME") (:end . 20) (:start . 15)\n (:id . 45))\n ((:tag . "MD") (:stem . "could") (:form . "could") (:end . 26) (:start . 21)\n (:id . 46))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 29) (:start . 27)\n (:id . 47))\n ((:tag . "NN") (:stem . "polypeptide") (:form . "polypeptide") (:end . 41)\n (:start . 30) (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 42) (:start . 41)\n (:id . 49))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 44) (:start . 43)\n (:id . 50))\n ((:tag . "NN") (:stem . "polypeptide") (:form . "polypeptide") (:end . 56)\n (:start . 45) (:id . 51))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 59) (:start . 57)\n (:id . 52))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 61) (:start . 60)\n (:id . 53))\n ((:tag . "NN") (:stem . "polypeptide") (:form . "polypeptide") (:end . 73)\n (:start . 62) (:id . 54))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 76) (:start . 74)\n (:id . 55))\n ((:tag . "CD") (:stem . "23") (:form . "23") (:end . 79) (:start . 77)\n (:id . 56))\n ((:tag . "NN") (:stem . "kda") (:form . "kDa") (:end . 83) (:start . 80)\n (:id . 57))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 84) (:start . 83)\n (:id . 58)))@@@1@17@((:hcues ((:id . :x12.178.1) (:span 57 59)) ((:id . :x12.178.2) (:span 21 26)))\n (:hscopes ((:id . :x12.178.1) (:span 30 83))\n ((:id . :x12.178.2) (:span 21 83)))\n (:identifiers (:sid . :s12.178) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503981@unknown@formal@none@1@S@In order to promote consistent choice of spans, we have created a number of guidelines which are mostly based on syntactic chunks.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "order") (:form . "order") (:end . 8) (:start . 3)\n (:id . 43))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "VB") (:stem . "promote") (:form . "promote") (:end . 19)\n (:start . 12) (:id . 45))\n ((:tag . "JJ") (:stem . "consistent") (:form . "consistent") (:end . 30)\n (:start . 20) (:id . 46))\n ((:tag . "NN") (:stem . "choice") (:form . "choice") (:end . 37)\n (:start . 31) (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 40) (:start . 38)\n (:id . 48))\n ((:tag . "NNS") (:stem . "span") (:form . "spans") (:end . 46) (:start . 41)\n (:id . 49))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 47) (:start . 46)\n (:id . 50))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 50) (:start . 48)\n (:id . 51))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 55) (:start . 51)\n (:id . 52))\n ((:tag . "VBN") (:stem . "create") (:form . "created") (:end . 63)\n (:start . 56) (:id . 53))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 65) (:start . 64)\n (:id . 54))\n ((:tag . "NN") (:stem . "number") (:form . "number") (:end . 72)\n (:start . 66) (:id . 55))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 75) (:start . 73)\n (:id . 56))\n ((:tag . "NNS") (:stem . "guideline") (:form . "guidelines") (:end . 86)\n (:start . 76) (:id . 57))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 92) (:start . 87)\n (:id . 58))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 96) (:start . 93)\n (:id . 59))\n ((:tag . "RB") (:stem . "mostly") (:form . "mostly") (:end . 103)\n (:start . 97) (:id . 60))\n ((:tag . "VBN") (:stem . "base") (:form . "based") (:end . 109)\n (:start . 104) (:id . 61))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 112) (:start . 110)\n (:id . 62))\n ((:tag . "JJ") (:stem . "syntactic") (:form . "syntactic") (:end . 122)\n (:start . 113) (:id . 63))\n ((:tag . "NNS") (:stem . "chunk") (:form . "chunks") (:end . 129)\n (:start . 123) (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 130) (:start . 129)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s12.179) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503982@unknown@formal@none@1@S@Prior to annotation, chunks are automatically identified by the GENIA tagger [55].@(((:tag . "RB") (:stem . "prior") (:form . "Prior") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 8) (:start . 6)\n (:id . 43))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 19)\n (:start . 9) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 20) (:start . 19)\n (:id . 45))\n ((:tag . "NNS") (:stem . "chunk") (:form . "chunks") (:end . 27)\n (:start . 21) (:id . 46))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 31) (:start . 28)\n (:id . 47))\n ((:tag . "RB") (:stem . "automatically") (:form . "automatically")\n (:end . 45) (:start . 32) (:id . 48))\n ((:tag . "VBN") (:stem . "identify") (:form . "identified") (:end . 56)\n (:start . 46) (:id . 49))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 59) (:start . 57)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 63) (:start . 60)\n (:id . 51))\n ((:tag . "NNP") (:stem . "GENIA") (:form . "GENIA") (:end . 69) (:start . 64)\n (:id . 52))\n ((:tag . "NN") (:stem . "tagger") (:form . "tagger") (:end . 76)\n (:start . 70) (:id . 53))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 78) (:start . 77)\n (:id . 54))\n ((:tag . "CD") (:stem . "55") (:form . "55") (:end . 80) (:start . 78)\n (:id . 55))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 81) (:start . 80)\n (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 82) (:start . 81)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s12.180) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503983@unknown@formal@none@1@S@The example below illustrates the output of the tagger, in terms of the chunks identified.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "example") (:form . "example") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "below") (:form . "below") (:end . 17) (:start . 12)\n (:id . 44))\n ((:tag . "VBZ") (:stem . "illustrate") (:form . "illustrates") (:end . 29)\n (:start . 18) (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 33) (:start . 30)\n (:id . 46))\n ((:tag . "NN") (:stem . "output") (:form . "output") (:end . 40)\n (:start . 34) (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 43) (:start . 41)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 47) (:start . 44)\n (:id . 49))\n ((:tag . "NN") (:stem . "tagger") (:form . "tagger") (:end . 54)\n (:start . 48) (:id . 50))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 55) (:start . 54)\n (:id . 51))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 58) (:start . 56)\n (:id . 52))\n ((:tag . "NNS") (:stem . "term") (:form . "terms") (:end . 64) (:start . 59)\n (:id . 53))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 67) (:start . 65)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 71) (:start . 68)\n (:id . 55))\n ((:tag . "NNS") (:stem . "chunk") (:form . "chunks") (:end . 78)\n (:start . 72) (:id . 56))\n ((:tag . "VBN") (:stem . "identify") (:form . "identified") (:end . 89)\n (:start . 79) (:id . 57))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 90) (:start . 89)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s12.181) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503984@unknown@formal@none@1@S@Note that, according to the output of the GENIA tagger, PP chunks contain only the preposition, and not the following NP.@(((:tag . "VB") (:stem . "note") (:form . "Note") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "that") (:form . "that") (:end . 9) (:start . 5)\n (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 10) (:start . 9)\n (:id . 44))\n ((:tag . "VBG") (:stem . "accord") (:form . "according") (:end . 20)\n (:start . 11) (:id . 45))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 23) (:start . 21)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 27) (:start . 24)\n (:id . 47))\n ((:tag . "NN") (:stem . "output") (:form . "output") (:end . 34)\n (:start . 28) (:id . 48))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 37) (:start . 35)\n (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 41) (:start . 38)\n (:id . 50))\n ((:tag . "NNP") (:stem . "GENIA") (:form . "GENIA") (:end . 47) (:start . 42)\n (:id . 51))\n ((:tag . "NN") (:stem . "tagger") (:form . "tagger") (:end . 54)\n (:start . 48) (:id . 52))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 55) (:start . 54)\n (:id . 53))\n ((:tag . "NNP") (:stem . "PP") (:form . "PP") (:end . 58) (:start . 56)\n (:id . 54))\n ((:tag . "NNS") (:stem . "chunk") (:form . "chunks") (:end . 65)\n (:start . 59) (:id . 55))\n ((:tag . "VBP") (:stem . "contain") (:form . "contain") (:end . 73)\n (:start . 66) (:id . 56))\n ((:tag . "RB") (:stem . "only") (:form . "only") (:end . 78) (:start . 74)\n (:id . 57))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 82) (:start . 79)\n (:id . 58))\n ((:tag . "NN") (:stem . "preposition") (:form . "preposition") (:end . 94)\n (:start . 83) (:id . 59))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 95) (:start . 94)\n (:id . 60))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 99) (:start . 96)\n (:id . 61))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 103) (:start . 100)\n (:id . 62))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 107) (:start . 104)\n (:id . 63))\n ((:tag . "VBG") (:stem . "follow") (:form . "following") (:end . 117)\n (:start . 108) (:id . 64))\n ((:tag . "NNP") (:stem . "NP") (:form . "NP") (:end . 120) (:start . 118)\n (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 121) (:start . 120)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s12.182) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503985@unknown@formal@none@1@S@[NP The Klebsiella rcsA gene] [VP encoded ] [NP a polypeptide ] [PP of ] [NP 23 kDa]@(((:tag . "(") (:stem . "[") (:form . "[") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "NP") (:form . "NP") (:end . 3) (:start . 1)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "The") (:end . 7) (:start . 4)\n (:id . 44))\n ((:tag . "NNP") (:stem . "Klebsiella") (:form . "Klebsiella") (:end . 18)\n (:start . 8) (:id . 45))\n ((:tag . "NNP") (:stem . "rcsA") (:form . "rcsA") (:end . 23) (:start . 19)\n (:id . 46))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 28) (:start . 24)\n (:id . 47))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 29) (:start . 28)\n (:id . 48))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 31) (:start . 30)\n (:id . 49))\n ((:tag . "NNP") (:stem . "VP") (:form . "VP") (:end . 33) (:start . 31)\n (:id . 50))\n ((:tag . "VBN") (:stem . "encode") (:form . "encoded") (:end . 41)\n (:start . 34) (:id . 51))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 43) (:start . 42)\n (:id . 52))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 45) (:start . 44)\n (:id . 53))\n ((:tag . "NNP") (:stem . "NP") (:form . "NP") (:end . 47) (:start . 45)\n (:id . 54))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 49) (:start . 48)\n (:id . 55))\n ((:tag . "NN") (:stem . "polypeptide") (:form . "polypeptide") (:end . 61)\n (:start . 50) (:id . 56))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 63) (:start . 62)\n (:id . 57))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 65) (:start . 64)\n (:id . 58))\n ((:tag . "NNP") (:stem . "PP") (:form . "PP") (:end . 67) (:start . 65)\n (:id . 59))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 70) (:start . 68)\n (:id . 60))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 72) (:start . 71)\n (:id . 61))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 74) (:start . 73)\n (:id . 62))\n ((:tag . "NNP") (:stem . "NP") (:form . "NP") (:end . 76) (:start . 74)\n (:id . 63))\n ((:tag . "CD") (:stem . "23") (:form . "23") (:end . 79) (:start . 77)\n (:id . 64))\n ((:tag . "NN") (:stem . "kda") (:form . "kDa") (:end . 83) (:start . 80)\n (:id . 65))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 84) (:start . 83)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s12.183) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503986@unknown@formal@none@1@S@According to our guidelines, annotated text spans should normally consist of (sequences of) complete chunks, thus alleviating many issues relating to the exact words that should be included within an argument text span.@(((:tag . "VBG") (:stem . "accord") (:form . "According") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 12) (:start . 10)\n (:id . 43))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 16) (:start . 13)\n (:id . 44))\n ((:tag . "NNS") (:stem . "guideline") (:form . "guidelines") (:end . 27)\n (:start . 17) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 28) (:start . 27)\n (:id . 46))\n ((:tag . "VBN") (:stem . "annotate") (:form . "annotated") (:end . 38)\n (:start . 29) (:id . 47))\n ((:tag . "NN") (:stem . "text") (:form . "text") (:end . 43) (:start . 39)\n (:id . 48))\n ((:tag . "NNS") (:stem . "span") (:form . "spans") (:end . 49) (:start . 44)\n (:id . 49))\n ((:tag . "MD") (:stem . "should") (:form . "should") (:end . 56)\n (:start . 50) (:id . 50))\n ((:tag . "RB") (:stem . "normally") (:form . "normally") (:end . 65)\n (:start . 57) (:id . 51))\n ((:tag . "VB") (:stem . "consist") (:form . "consist") (:end . 73)\n (:start . 66) (:id . 52))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 76) (:start . 74)\n (:id . 53))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 78) (:start . 77)\n (:id . 54))\n ((:tag . "NNS") (:stem . "sequence") (:form . "sequences") (:end . 87)\n (:start . 78) (:id . 55))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 90) (:start . 88)\n (:id . 56))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 91) (:start . 90)\n (:id . 57))\n ((:tag . "JJ") (:stem . "complete") (:form . "complete") (:end . 100)\n (:start . 92) (:id . 58))\n ((:tag . "NNS") (:stem . "chunk") (:form . "chunks") (:end . 107)\n (:start . 101) (:id . 59))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 108) (:start . 107)\n (:id . 60))\n ((:tag . "RB") (:stem . "thus") (:form . "thus") (:end . 113) (:start . 109)\n (:id . 61))\n ((:tag . "VBG") (:stem . "alleviate") (:form . "alleviating") (:end . 125)\n (:start . 114) (:id . 62))\n ((:tag . "JJ") (:stem . "many") (:form . "many") (:end . 130) (:start . 126)\n (:id . 63))\n ((:tag . "NNS") (:stem . "issue") (:form . "issues") (:end . 137)\n (:start . 131) (:id . 64))\n ((:tag . "VBG") (:stem . "relate") (:form . "relating") (:end . 146)\n (:start . 138) (:id . 65))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 149) (:start . 147)\n (:id . 66))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 153) (:start . 150)\n (:id . 67))\n ((:tag . "JJ") (:stem . "exact") (:form . "exact") (:end . 159)\n (:start . 154) (:id . 68))\n ((:tag . "NNS") (:stem . "word") (:form . "words") (:end . 165)\n (:start . 160) (:id . 69))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 170) (:start . 166)\n (:id . 70))\n ((:tag . "MD") (:stem . "should") (:form . "should") (:end . 177)\n (:start . 171) (:id . 71))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 180) (:start . 178)\n (:id . 72))\n ((:tag . "VBN") (:stem . "include") (:form . "included") (:end . 189)\n (:start . 181) (:id . 73))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 196)\n (:start . 190) (:id . 74))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 199) (:start . 197)\n (:id . 75))\n ((:tag . "NN") (:stem . "argument") (:form . "argument") (:end . 208)\n (:start . 200) (:id . 76))\n ((:tag . "NN") (:stem . "text") (:form . "text") (:end . 213) (:start . 209)\n (:id . 77))\n ((:tag . "NN") (:stem . "span") (:form . "span") (:end . 218) (:start . 214)\n (:id . 78))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 219) (:start . 218)\n (:id . 79)))@@@1@38@((:hcues ((:id . :x12.184.1) (:span 171 177))\n ((:id . :x12.184.2) (:span 50 56)))\n (:hscopes ((:id . :x12.184.1) (:span 171 218))\n ((:id . :x12.184.2) (:span 50 218)))\n (:identifiers (:sid . :s12.184) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503987@unknown@formal@none@1@S@This means that, for example, in the above sentence, the AGENT of encoded should be chosen as The Klebsiella rcsA gene, as this corresponds to a complete NP chunk.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "mean") (:form . "means") (:end . 10) (:start . 5)\n (:id . 43))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 15) (:start . 11)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 16) (:start . 15)\n (:id . 45))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 20) (:start . 17)\n (:id . 46))\n ((:tag . "NN") (:stem . "example") (:form . "example") (:end . 28)\n (:start . 21) (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 29) (:start . 28)\n (:id . 48))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 32) (:start . 30)\n (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 36) (:start . 33)\n (:id . 50))\n ((:tag . "JJ") (:stem . "above") (:form . "above") (:end . 42) (:start . 37)\n (:id . 51))\n ((:tag . "NN") (:stem . "sentence") (:form . "sentence") (:end . 51)\n (:start . 43) (:id . 52))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 52) (:start . 51)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 56) (:start . 53)\n (:id . 54))\n ((:tag . "NN") (:stem . "agent") (:form . "AGENT") (:end . 62) (:start . 57)\n (:id . 55))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 65) (:start . 63)\n (:id . 56))\n ((:tag . "VBN") (:stem . "encode") (:form . "encoded") (:end . 73)\n (:start . 66) (:id . 57))\n ((:tag . "MD") (:stem . "should") (:form . "should") (:end . 80)\n (:start . 74) (:id . 58))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 83) (:start . 81)\n (:id . 59))\n ((:tag . "VBN") (:stem . "choose") (:form . "chosen") (:end . 90)\n (:start . 84) (:id . 60))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 93) (:start . 91)\n (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "The") (:end . 97) (:start . 94)\n (:id . 62))\n ((:tag . "NNP") (:stem . "Klebsiella") (:form . "Klebsiella") (:end . 108)\n (:start . 98) (:id . 63))\n ((:tag . "NNP") (:stem . "rcsA") (:form . "rcsA") (:end . 113) (:start . 109)\n (:id . 64))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 118) (:start . 114)\n (:id . 65))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 119) (:start . 118)\n (:id . 66))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 122) (:start . 120)\n (:id . 67))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 127) (:start . 123)\n (:id . 68))\n ((:tag . "VBZ") (:stem . "correspond") (:form . "corresponds") (:end . 139)\n (:start . 128) (:id . 69))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 142) (:start . 140)\n (:id . 70))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 144) (:start . 143)\n (:id . 71))\n ((:tag . "JJ") (:stem . "complete") (:form . "complete") (:end . 153)\n (:start . 145) (:id . 72))\n ((:tag . "NNP") (:stem . "NP") (:form . "NP") (:end . 156) (:start . 154)\n (:id . 73))\n ((:tag . "NN") (:stem . "chunk") (:form . "chunk") (:end . 162)\n (:start . 157) (:id . 74))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 163) (:start . 162)\n (:id . 75)))@@@1@34@((:hcues ((:id . :x12.185.1) (:span 74 80)))\n (:hscopes ((:id . :x12.185.1) (:span 53 118)))\n (:identifiers (:sid . :s12.185) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503988@unknown@formal@none@1@S@A further guideline stipulates that argument text spans must consist only of base NP chunks, and that additional descriptive information, usually introduced by prepositions, must be excluded from argument text spans.@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "further") (:form . "further") (:end . 9)\n (:start . 2) (:id . 43))\n ((:tag . "NN") (:stem . "guideline") (:form . "guideline") (:end . 19)\n (:start . 10) (:id . 44))\n ((:tag . "VBZ") (:stem . "stipulate") (:form . "stipulates") (:end . 30)\n (:start . 20) (:id . 45))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 35) (:start . 31)\n (:id . 46))\n ((:tag . "NN") (:stem . "argument") (:form . "argument") (:end . 44)\n (:start . 36) (:id . 47))\n ((:tag . "NN") (:stem . "text") (:form . "text") (:end . 49) (:start . 45)\n (:id . 48))\n ((:tag . "NNS") (:stem . "span") (:form . "spans") (:end . 55) (:start . 50)\n (:id . 49))\n ((:tag . "MD") (:stem . "must") (:form . "must") (:end . 60) (:start . 56)\n (:id . 50))\n ((:tag . "VB") (:stem . "consist") (:form . "consist") (:end . 68)\n (:start . 61) (:id . 51))\n ((:tag . "RB") (:stem . "only") (:form . "only") (:end . 73) (:start . 69)\n (:id . 52))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 76) (:start . 74)\n (:id . 53))\n ((:tag . "NN") (:stem . "base") (:form . "base") (:end . 81) (:start . 77)\n (:id . 54))\n ((:tag . "NNP") (:stem . "NP") (:form . "NP") (:end . 84) (:start . 82)\n (:id . 55))\n ((:tag . "NNS") (:stem . "chunk") (:form . "chunks") (:end . 91)\n (:start . 85) (:id . 56))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 92) (:start . 91)\n (:id . 57))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 96) (:start . 93)\n (:id . 58))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 101) (:start . 97)\n (:id . 59))\n ((:tag . "JJ") (:stem . "additional") (:form . "additional") (:end . 112)\n (:start . 102) (:id . 60))\n ((:tag . "JJ") (:stem . "descriptive") (:form . "descriptive") (:end . 124)\n (:start . 113) (:id . 61))\n ((:tag . "NN") (:stem . "information") (:form . "information") (:end . 136)\n (:start . 125) (:id . 62))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 137) (:start . 136)\n (:id . 63))\n ((:tag . "RB") (:stem . "usually") (:form . "usually") (:end . 145)\n (:start . 138) (:id . 64))\n ((:tag . "VBN") (:stem . "introduce") (:form . "introduced") (:end . 156)\n (:start . 146) (:id . 65))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 159) (:start . 157)\n (:id . 66))\n ((:tag . "NNS") (:stem . "preposition") (:form . 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"IN") (:stem . "from") (:form . "from") (:end . 146) (:start . 142)\n (:id . 70))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 150) (:start . 147)\n (:id . 71))\n ((:tag . "NN") (:stem . "argument") (:form . "argument") (:end . 159)\n (:start . 151) (:id . 72))\n ((:tag . "NN") (:stem . "text") (:form . "text") (:end . 164) (:start . 160)\n (:id . 73))\n ((:tag . "NN") (:stem . "span") (:form . "span") (:end . 169) (:start . 165)\n (:id . 74))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 170) (:start . 169)\n (:id . 75)))@@@1@34@((:identifiers (:sid . :s12.187) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503990@unknown@formal@none@1@S@Software@(((:tag . "NNP") (:stem . "Software") (:form . "Software") (:end . 8)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s12.188) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5503991@unknown@formal@none@1@S@The annotation of the GREC was performed using a Java-based annotation tool called WordFreak (http://wordfreak.sourceforge.net/[59]).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 14)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 17) (:start . 15)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 21) (:start . 18)\n (:id . 45))\n ((:tag . "NNP") (:stem . "GREC") (:form . "GREC") (:end . 26) (:start . 22)\n (:id . 46))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 30) (:start . 27)\n (:id . 47))\n ((:tag . "VBN") (:stem . "perform") (:form . 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"new") (:end . 149) (:start . 146)\n (:id . 67))\n ((:tag . "NNP") (:stem . "Java") (:form . "Java") (:end . 154) (:start . 150)\n (:id . 68))\n ((:tag . "NNS") (:stem . "class") (:form . "classes") (:end . 162)\n (:start . 155) (:id . 69))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 167) (:start . 163)\n (:id . 70))\n ((:tag . "VBP") (:stem . "define") (:form . "define") (:end . 174)\n (:start . 168) (:id . 71))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 178) (:start . 175)\n (:id . 72))\n ((:tag . "NN") (:stem . "task") (:form . "task") (:end . 183) (:start . 179)\n (:id . 73))\n ((:tag . ".") (:stem . ".") (:form . ".") 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"(") (:end . 89) (:start . 88)\n (:id . 58))\n ((:tag . "NN") (:stem . "http://www.ilc.cnr.it")\n (:form . "http://www.ilc.cnr.it") (:end . 110) (:start . 89) (:id . 59))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 111) (:start . 110)\n (:id . 60))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 114) (:start . 112)\n (:id . 61))\n ((:tag . "NNP") (:stem . "Pisa") (:form . "Pisa") (:end . 119) (:start . 115)\n (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 120) (:start . 119)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s12.191) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503994@unknown@formal@none@1@S@The customisation helps annotators to conform to the guidelines in a number of ways.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "customisation") (:form . 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(:end . 86) (:start . 85)\n (:id . 52)))@@@1@11@((:identifiers (:sid . :s12.193) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5503996@unknown@formal@none@1@S@In addition, colour-coding is used to distinguish different types of chunks, whilst certain restrictions are imposed in the tool as regards the types of chunks that can constitute different types of semantic arguments, e.g., ADVP chunks can only be labelled with the MANNER role.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "addition") (:form . "addition") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 44))\n ((:tag . "NN") (:stem . "colour-coding") (:form . "colour-coding")\n (:end . 26) (:start . 13) (:id . 45))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 29) (:start . 27)\n (:id . 46))\n ((:tag . "VBN") (:stem . 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"regulation") (:end . 84)\n (:start . 74) (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 85) (:start . 84)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s12.197) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504000@unknown@formal@none@1@S@Linguistic expertise would be acquired through the training programme and through study of the annotation guidelines.@(((:tag . "JJ") (:stem . "linguistic") (:form . "Linguistic") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "expertise") (:form . "expertise") (:end . 20)\n (:start . 11) (:id . 43))\n ((:tag . "MD") (:stem . "would") (:form . "would") (:end . 26) (:start . 21)\n (:id . 44))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 29) (:start . 27)\n (:id . 45))\n ((:tag . "VBN") (:stem . "acquire") (:form . "acquired") (:end . 38)\n (:start . 30) (:id . 46))\n ((:tag . "IN") (:stem . "through") (:form . 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"VBG") (:stem . "be") (:form . "being") (:end . 202) (:start . 197)\n (:id . 77))\n ((:tag . "VBN") (:stem . "limit") (:form . "limited") (:end . 210)\n (:start . 203) (:id . 78))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 213) (:start . 211)\n (:id . 79))\n ((:tag . "CD") (:stem . "three") (:form . "three") (:end . 219)\n (:start . 214) (:id . 80))\n ((:tag . "NNS") (:stem . "month") (:form . "months") (:end . 226)\n (:start . 220) (:id . 81))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 227) (:start . 226)\n (:id . 82)))@@@1@41@((:identifiers (:sid . :s12.199) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504002@unknown@formal@none@1@S@This time constraint firstly meant that we were unable to recruit annotators who all had a similarly high level of knowledge of gene regulation and expression.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "time") (:form . "time") (:end . 9) (:start . 5)\n (:id . 43))\n ((:tag . "NN") (:stem . "constraint") (:form . "constraint") (:end . 20)\n (:start . 10) (:id . 44))\n ((:tag . "RB") (:stem . "firstly") (:form . "firstly") (:end . 28)\n (:start . 21) (:id . 45))\n ((:tag . "VBD") (:stem . "mean") (:form . "meant") (:end . 34) (:start . 29)\n (:id . 46))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 39) (:start . 35)\n (:id . 47))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 42) (:start . 40)\n (:id . 48))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 47) (:start . 43)\n (:id . 49))\n ((:tag . "JJ") (:stem . "unable") (:form . "unable") (:end . 54)\n (:start . 48) (:id . 50))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 57) (:start . 55)\n (:id . 51))\n ((:tag . "VB") (:stem . "recruit") (:form . "recruit") (:end . 65)\n (:start . 58) (:id . 52))\n ((:tag . "NNS") (:stem . "annotator") (:form . 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"NN") (:stem . "gene") (:form . "gene") (:end . 132) (:start . 128)\n (:id . 64))\n ((:tag . "NN") (:stem . "regulation") (:form . "regulation") (:end . 143)\n (:start . 133) (:id . 65))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 147) (:start . 144)\n (:id . 66))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 158)\n (:start . 148) (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 159) (:start . 158)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s12.200) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504003@unknown@formal@none@1@S@In addition, due to the envisaged steep learning curve for annotators, it was decided to devote the majority of the time available to annotator training.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "addition") (:form . 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",") (:stem . ",") (:form . ",") (:end . 70) (:start . 69)\n (:id . 54))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 73) (:start . 71)\n (:id . 55))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 77) (:start . 74)\n (:id . 56))\n ((:tag . "VBN") (:stem . "decide") (:form . "decided") (:end . 85)\n (:start . 78) (:id . 57))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 88) (:start . 86)\n (:id . 58))\n ((:tag . "VB") (:stem . "devote") (:form . "devote") (:end . 95)\n (:start . 89) (:id . 59))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 99) (:start . 96)\n (:id . 60))\n ((:tag . "NN") (:stem . "majority") (:form . "majority") (:end . 108)\n (:start . 100) (:id . 61))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 111) (:start . 109)\n (:id . 62))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 115) (:start . 112)\n (:id . 63))\n ((:tag . "NN") (:stem . "time") (:form . "time") (:end . 120) (:start . 116)\n (:id . 64))\n ((:tag . "JJ") (:stem . "available") (:form . "available") (:end . 130)\n (:start . 121) (:id . 65))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 133) (:start . 131)\n (:id . 66))\n ((:tag . "NN") (:stem . "annotator") (:form . "annotator") (:end . 143)\n (:start . 134) (:id . 67))\n ((:tag . "NN") (:stem . "training") (:form . "training") (:end . 152)\n (:start . 144) (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 153) (:start . 152)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s12.201) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504004@unknown@formal@none@1@S@The employment of 6 annotators, however, allowed a medium-sized final GREC to be annotated in a relatively short space of time.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "employment") (:form . 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"NNP") (:stem . "GREC") (:form . "GREC") (:end . 74) (:start . 70)\n (:id . 54))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 77) (:start . 75)\n (:id . 55))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 80) (:start . 78)\n (:id . 56))\n ((:tag . "VBN") (:stem . "annotate") (:form . "annotated") (:end . 90)\n (:start . 81) (:id . 57))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 93) (:start . 91)\n (:id . 58))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 95) (:start . 94)\n (:id . 59))\n ((:tag . "RB") (:stem . "relatively") (:form . "relatively") (:end . 106)\n (:start . 96) (:id . 60))\n ((:tag . "JJ") (:stem . "short") (:form . "short") (:end . 112)\n (:start . 107) (:id . 61))\n ((:tag . "NN") (:stem . "space") (:form . "space") (:end . 118)\n (:start . 113) (:id . 62))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 121) (:start . 119)\n (:id . 63))\n ((:tag . "NN") (:stem . "time") (:form . "time") (:end . 126) (:start . 122)\n (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 127) (:start . 126)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s12.202) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504005@unknown@formal@none@1@S@Initial training sessions introduced the annotation tool and the task, with a particular emphasis being placed on clear positive and negative examples of gene regulation and expression events.@(((:tag . "JJ") (:stem . "initial") (:form . "Initial") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "training") (:form . "training") (:end . 16)\n (:start . 8) (:id . 43))\n ((:tag . "NNS") (:stem . "session") (:form . "sessions") (:end . 25)\n (:start . 17) (:id . 44))\n ((:tag . "VBD") (:stem . "introduce") (:form . "introduced") (:end . 36)\n (:start . 26) (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 40) (:start . 37)\n (:id . 46))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 51)\n (:start . 41) (:id . 47))\n ((:tag . "NN") (:stem . "tool") (:form . "tool") (:end . 56) (:start . 52)\n (:id . 48))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 60) (:start . 57)\n (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 64) (:start . 61)\n (:id . 50))\n ((:tag . "NN") (:stem . "task") (:form . "task") (:end . 69) (:start . 65)\n (:id . 51))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 70) (:start . 69)\n (:id . 52))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 75) (:start . 71)\n (:id . 53))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 77) (:start . 76)\n (:id . 54))\n ((:tag . "JJ") (:stem . "particular") (:form . "particular") (:end . 88)\n (:start . 78) (:id . 55))\n ((:tag . "NN") (:stem . "emphasis") (:form . "emphasis") (:end . 97)\n (:start . 89) (:id . 56))\n ((:tag . "VBG") (:stem . "be") (:form . "being") (:end . 103) (:start . 98)\n (:id . 57))\n ((:tag . "VBN") (:stem . "place") (:form . "placed") (:end . 110)\n (:start . 104) (:id . 58))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 113) (:start . 111)\n (:id . 59))\n ((:tag . "JJ") (:stem . "clear") (:form . "clear") (:end . 119)\n (:start . 114) (:id . 60))\n ((:tag . "JJ") (:stem . "positive") (:form . "positive") (:end . 128)\n (:start . 120) (:id . 61))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 132) (:start . 129)\n (:id . 62))\n ((:tag . "JJ") (:stem . "negative") (:form . "negative") (:end . 141)\n (:start . 133) (:id . 63))\n ((:tag . "NNS") (:stem . "example") (:form . "examples") (:end . 150)\n (:start . 142) (:id . 64))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 153) (:start . 151)\n (:id . 65))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 158) (:start . 154)\n (:id . 66))\n ((:tag . "NN") (:stem . "regulation") (:form . "regulation") (:end . 169)\n (:start . 159) (:id . 67))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 173) (:start . 170)\n (:id . 68))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 184)\n (:start . 174) (:id . 69))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 191)\n (:start . 185) (:id . 70))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 192) (:start . 191)\n (:id . 71)))@@@1@30@((:identifiers (:sid . :s12.203) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504006@unknown@formal@none@1@S@This was considered particularly important for those annotators with less experience in gene regulation and expression.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 8) (:start . 5)\n (:id . 43))\n ((:tag . "VBN") (:stem . "consider") (:form . "considered") (:end . 19)\n (:start . 9) (:id . 44))\n ((:tag . "RB") (:stem . "particularly") (:form . "particularly") (:end . 32)\n (:start . 20) (:id . 45))\n ((:tag . "JJ") (:stem . "important") (:form . "important") (:end . 42)\n (:start . 33) (:id . 46))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 46) (:start . 43)\n (:id . 47))\n ((:tag . "DT") (:stem . "those") (:form . "those") (:end . 52) (:start . 47)\n (:id . 48))\n ((:tag . "NNS") (:stem . "annotator") (:form . "annotators") (:end . 63)\n (:start . 53) (:id . 49))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 68) (:start . 64)\n (:id . 50))\n ((:tag . "JJR") (:stem . "less") (:form . "less") (:end . 73) (:start . 69)\n (:id . 51))\n ((:tag . "NN") (:stem . "experience") (:form . "experience") (:end . 84)\n (:start . 74) (:id . 52))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 87) (:start . 85)\n (:id . 53))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 92) (:start . 88)\n (:id . 54))\n ((:tag . "NN") (:stem . "regulation") (:form . "regulation") (:end . 103)\n (:start . 93) (:id . 55))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 107) (:start . 104)\n (:id . 56))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 118)\n (:start . 108) (:id . 57))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 119) (:start . 118)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s12.204) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504007@unknown@formal@none@1@S@The initial training sessions were followed up by 5 fortnightly cycles, during which abstracts were firstly annotated by the annotators and then examined by 2 of the authors (one with biological expertise and the other with linguistic expertise), who produced individual feedback reports for each annotator prior to the start of the next cycle of annotation.@(((:tag . 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",") (:end . 246) (:start . 245)\n (:id . 83))\n ((:tag . "WP") (:stem . "who") (:form . "who") (:end . 250) (:start . 247)\n (:id . 84))\n ((:tag . "VBD") (:stem . "produce") (:form . "produced") (:end . 259)\n (:start . 251) (:id . 85))\n ((:tag . "JJ") (:stem . "individual") (:form . "individual") (:end . 270)\n (:start . 260) (:id . 86))\n ((:tag . "NN") (:stem . "feedback") (:form . "feedback") (:end . 279)\n (:start . 271) (:id . 87))\n ((:tag . "NNS") (:stem . "report") (:form . "reports") (:end . 287)\n (:start . 280) (:id . 88))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 291) (:start . 288)\n (:id . 89))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 296) (:start . 292)\n (:id . 90))\n ((:tag . "NN") (:stem . "annotator") (:form . "annotator") (:end . 306)\n (:start . 297) (:id . 91))\n ((:tag . "JJ") (:stem . "prior") (:form . "prior") (:end . 312)\n (:start . 307) (:id . 92))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 315) (:start . 313)\n (:id . 93))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 319) (:start . 316)\n (:id . 94))\n ((:tag . "NN") (:stem . "start") (:form . "start") (:end . 325)\n (:start . 320) (:id . 95))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 328) (:start . 326)\n (:id . 96))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 332) (:start . 329)\n (:id . 97))\n ((:tag . "JJ") (:stem . "next") (:form . "next") (:end . 337) (:start . 333)\n (:id . 98))\n ((:tag . "NN") (:stem . "cycle") (:form . "cycle") (:end . 343)\n (:start . 338) (:id . 99))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 346) (:start . 344)\n (:id . 100))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 357)\n (:start . 347) (:id . 101))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 358) (:start . 357)\n (:id . 102)))@@@1@61@((:identifiers (:sid . :s12.205) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504008@unknown@formal@none@1@S@Additional regular group sessions allowed problems to be discussed in more detail.@(((:tag . "JJ") (:stem . "additional") (:form . "Additional") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "JJ") (:stem . "regular") (:form . "regular") (:end . 18)\n (:start . 11) (:id . 43))\n ((:tag . "NN") (:stem . "group") (:form . "group") (:end . 24) (:start . 19)\n (:id . 44))\n ((:tag . "NNS") (:stem . "session") (:form . "sessions") (:end . 33)\n (:start . 25) (:id . 45))\n ((:tag . "VBD") (:stem . "allow") (:form . "allowed") (:end . 41)\n (:start . 34) (:id . 46))\n ((:tag . "NNS") (:stem . "problem") (:form . "problems") (:end . 50)\n (:start . 42) (:id . 47))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 53) (:start . 51)\n (:id . 48))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 56) (:start . 54)\n (:id . 49))\n ((:tag . "VBN") (:stem . "discuss") (:form . "discussed") (:end . 66)\n (:start . 57) (:id . 50))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 69) (:start . 67)\n (:id . 51))\n ((:tag . "JJR") (:stem . "more") (:form . "more") (:end . 74) (:start . 70)\n (:id . 52))\n ((:tag . "NN") (:stem . "detail") (:form . "detail") (:end . 81)\n (:start . 75) (:id . 53))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 82) (:start . 81)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s12.206) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504009@unknown@formal@none@1@S@The calculation of IAA scores after each training cycle provided a quantitative measure of improvement during the training period.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "calculation") (:form . "calculation") (:end . 15)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 18) (:start . 16)\n (:id . 44))\n ((:tag . "NNP") (:stem . "IAA") (:form . "IAA") (:end . 22) (:start . 19)\n (:id . 45))\n ((:tag . "NNS") (:stem . "score") (:form . "scores") (:end . 29)\n (:start . 23) (:id . 46))\n ((:tag . "IN") (:stem . "after") (:form . "after") (:end . 35) (:start . 30)\n (:id . 47))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 40) (:start . 36)\n (:id . 48))\n ((:tag . "NN") (:stem . "training") (:form . "training") (:end . 49)\n (:start . 41) (:id . 49))\n ((:tag . "NN") (:stem . "cycle") (:form . "cycle") (:end . 55) (:start . 50)\n (:id . 50))\n ((:tag . "VBD") (:stem . "provide") (:form . "provided") (:end . 64)\n (:start . 56) (:id . 51))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 66) (:start . 65)\n (:id . 52))\n ((:tag . "JJ") (:stem . "quantitative") (:form . "quantitative") (:end . 79)\n (:start . 67) (:id . 53))\n ((:tag . "NN") (:stem . "measure") (:form . "measure") (:end . 87)\n (:start . 80) (:id . 54))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 90) (:start . 88)\n (:id . 55))\n ((:tag . "NN") (:stem . "improvement") (:form . "improvement") (:end . 102)\n (:start . 91) (:id . 56))\n ((:tag . "IN") (:stem . "during") (:form . "during") (:end . 109)\n (:start . 103) (:id . 57))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 113) (:start . 110)\n (:id . 58))\n ((:tag . "NN") (:stem . "training") (:form . "training") (:end . 122)\n (:start . 114) (:id . 59))\n ((:tag . "NN") (:stem . "period") (:form . "period") (:end . 129)\n (:start . 123) (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 130) (:start . 129)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s12.207) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504010@unknown@formal@none@1@S@Prior to providing these scores, we first describe our method of calculating agreement.@(((:tag . "RB") (:stem . "prior") (:form . "Prior") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 8) (:start . 6)\n (:id . 43))\n ((:tag . "VBG") (:stem . "provide") (:form . "providing") (:end . 18)\n (:start . 9) (:id . 44))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 24) (:start . 19)\n (:id . 45))\n ((:tag . "NNS") (:stem . "score") (:form . "scores") (:end . 31)\n (:start . 25) (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 32) (:start . 31)\n (:id . 47))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 35) (:start . 33)\n (:id . 48))\n ((:tag . "RB") (:stem . "first") (:form . "first") (:end . 41) (:start . 36)\n (:id . 49))\n ((:tag . "VBP") (:stem . "describe") (:form . "describe") (:end . 50)\n (:start . 42) (:id . 50))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 54) (:start . 51)\n (:id . 51))\n ((:tag . "NN") (:stem . "method") (:form . "method") (:end . 61)\n (:start . 55) (:id . 52))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 64) (:start . 62)\n (:id . 53))\n ((:tag . "VBG") (:stem . "calculate") (:form . "calculating") (:end . 76)\n (:start . 65) (:id . 54))\n ((:tag . "NN") (:stem . "agreement") (:form . "agreement") (:end . 86)\n (:start . 77) (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 87) (:start . 86)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s12.208) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504011@unknown@formal@none@1@S@Calculating inter-annotator agreement@(((:tag . "VBG") (:stem . "calculate") (:form . "Calculating") (:end . 11)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "inter-annotator") (:form . "inter-annotator")\n (:end . 27) (:start . 12) (:id . 43))\n ((:tag . "NN") (:stem . "agreement") (:form . "agreement") (:end . 37)\n (:start . 28) (:id . 44)))@@@1@3@((:identifiers (:sid . :s12.209) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504012@unknown@formal@none@1@S@We have defined a novel evaluation methodology which calculates IAA for a number of separate subtasks of the annotation process.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "VBN") (:stem . "define") (:form . "defined") (:end . 15)\n (:start . 8) (:id . 44))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 17) (:start . 16)\n (:id . 45))\n ((:tag . "JJ") (:stem . "novel") (:form . "novel") (:end . 23) (:start . 18)\n (:id . 46))\n ((:tag . "NN") (:stem . "evaluation") (:form . "evaluation") (:end . 34)\n (:start . 24) (:id . 47))\n ((:tag . "NN") (:stem . "methodology") (:form . "methodology") (:end . 46)\n (:start . 35) (:id . 48))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 52) (:start . 47)\n (:id . 49))\n ((:tag . "VBZ") (:stem . "calculate") (:form . "calculates") (:end . 63)\n (:start . 53) (:id . 50))\n ((:tag . "NNP") (:stem . "IAA") (:form . "IAA") (:end . 67) (:start . 64)\n (:id . 51))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 71) (:start . 68)\n (:id . 52))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 73) (:start . 72)\n (:id . 53))\n ((:tag . "NN") (:stem . "number") (:form . "number") (:end . 80)\n (:start . 74) (:id . 54))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 83) (:start . 81)\n (:id . 55))\n ((:tag . "JJ") (:stem . "separate") (:form . "separate") (:end . 92)\n (:start . 84) (:id . 56))\n ((:tag . "NNS") (:stem . "subtask") (:form . "subtasks") (:end . 101)\n (:start . 93) (:id . 57))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 104) (:start . 102)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 108) (:start . 105)\n (:id . 59))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 119)\n (:start . 109) (:id . 60))\n ((:tag . "NN") (:stem . "process") (:form . "process") (:end . 127)\n (:start . 120) (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 128) (:start . 127)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s12.210) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504013@unknown@formal@none@1@S@These subtasks are as follows:@(((:tag . "DT") (:stem . "these") (:form . "These") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "subtask") (:form . "subtasks") (:end . 14)\n (:start . 6) (:id . 43))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 18) (:start . 15)\n (:id . 44))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 21) (:start . 19)\n (:id . 45))\n ((:tag . "VBZ") (:stem . "follow") (:form . "follows") (:end . 29)\n (:start . 22) (:id . 46))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 30) (:start . 29)\n (:id . 47)))@@@1@6@((:identifiers (:sid . :s12.211) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504014@unknown@formal@none@1@S@• Event identification (how frequently annotators agree on which events to annotate).@(((:tag . "LS") (:stem . "•") (:form . "•") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "Event") (:form . "Event") (:end . 7) (:start . 2)\n (:id . 43))\n ((:tag . "NN") (:stem . "identification") (:form . "identification")\n (:end . 22) (:start . 8) (:id . 44))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 24) (:start . 23)\n (:id . 45))\n ((:tag . "WRB") (:stem . "how") (:form . "how") (:end . 27) (:start . 24)\n (:id . 46))\n ((:tag . "RB") (:stem . "frequently") (:form . "frequently") (:end . 38)\n (:start . 28) (:id . 47))\n ((:tag . "NNS") (:stem . "annotator") (:form . "annotators") (:end . 49)\n (:start . 39) (:id . 48))\n ((:tag . "VBP") (:stem . "agree") (:form . "agree") (:end . 55) (:start . 50)\n (:id . 49))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 58) (:start . 56)\n (:id . 50))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 64) (:start . 59)\n (:id . 51))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 71)\n (:start . 65) (:id . 52))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 74) (:start . 72)\n (:id . 53))\n ((:tag . "VB") (:stem . "annotate") (:form . "annotate") (:end . 83)\n (:start . 75) (:id . 54))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 84) (:start . 83)\n (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 85) (:start . 84)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s12.212) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504015@unknown@formal@none@1@S@• Argument identification (for agreed events, how frequently the same arguments are chosen by each annotator).@(((:tag . "LS") (:stem . "•") (:form . "•") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "Argument") (:form . "Argument") (:end . 10)\n (:start . 2) (:id . 43))\n ((:tag . "NN") (:stem . "identification") (:form . "identification")\n (:end . 25) (:start . 11) (:id . 44))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 27) (:start . 26)\n (:id . 45))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 30) (:start . 27)\n (:id . 46))\n ((:tag . "VBN") (:stem . "agree") (:form . "agreed") (:end . 37)\n (:start . 31) (:id . 47))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 44)\n (:start . 38) (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 45) (:start . 44)\n (:id . 49))\n ((:tag . "WRB") (:stem . "how") (:form . "how") (:end . 49) (:start . 46)\n (:id . 50))\n ((:tag . "RB") (:stem . "frequently") (:form . "frequently") (:end . 60)\n (:start . 50) (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 64) (:start . 61)\n (:id . 52))\n ((:tag . "JJ") (:stem . "same") (:form . "same") (:end . 69) (:start . 65)\n (:id . 53))\n ((:tag . "NNS") (:stem . "argument") (:form . "arguments") (:end . 79)\n (:start . 70) (:id . 54))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 83) (:start . 80)\n (:id . 55))\n ((:tag . "VBN") (:stem . "choose") (:form . "chosen") (:end . 90)\n (:start . 84) (:id . 56))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 93) (:start . 91)\n (:id . 57))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 98) (:start . 94)\n (:id . 58))\n ((:tag . "NN") (:stem . "annotator") (:form . "annotator") (:end . 108)\n (:start . 99) (:id . 59))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 109) (:start . 108)\n (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 110) (:start . 109)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s12.213) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504016@unknown@formal@none@1@S@For this task, we calculate separate agreement rates corresponding to:@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "task") (:form . "task") (:end . 13) (:start . 9)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 14) (:start . 13)\n (:id . 45))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 17) (:start . 15)\n (:id . 46))\n ((:tag . "VBP") (:stem . "calculate") (:form . "calculate") (:end . 27)\n (:start . 18) (:id . 47))\n ((:tag . "JJ") (:stem . "separate") (:form . "separate") (:end . 36)\n (:start . 28) (:id . 48))\n ((:tag . "NN") (:stem . "agreement") (:form . "agreement") (:end . 46)\n (:start . 37) (:id . 49))\n ((:tag . "NNS") (:stem . "rate") (:form . "rates") (:end . 52) (:start . 47)\n (:id . 50))\n ((:tag . "VBG") (:stem . "correspond") (:form . "corresponding") (:end . 66)\n (:start . 53) (:id . 51))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 69) (:start . 67)\n (:id . 52))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 70) (:start . 69)\n (:id . 53)))@@@1@12@((:identifiers (:sid . :s12.214) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504017@unknown@formal@none@1@S@a. Relaxed span matches, where argument text spans identified by a pair of annotators at least overlap with each other, but do not necessarily match exactly.@(((:tag . "LS") (:stem . "a.") (:form . "a.") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "relax") (:form . "Relaxed") (:end . 10)\n (:start . 3) (:id . 43))\n ((:tag . "NN") (:stem . "span") (:form . "span") (:end . 15) (:start . 11)\n (:id . 44))\n ((:tag . "NNS") (:stem . "match") (:form . "matches") (:end . 23)\n (:start . 16) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 24) (:start . 23)\n (:id . 46))\n ((:tag . "WRB") (:stem . "where") (:form . "where") (:end . 30) (:start . 25)\n (:id . 47))\n ((:tag . "NN") (:stem . "argument") (:form . "argument") (:end . 39)\n (:start . 31) (:id . 48))\n ((:tag . "NN") (:stem . "text") (:form . "text") (:end . 44) (:start . 40)\n (:id . 49))\n ((:tag . "NNS") (:stem . "span") (:form . "spans") (:end . 50) (:start . 45)\n (:id . 50))\n ((:tag . "VBN") (:stem . "identify") (:form . "identified") (:end . 61)\n (:start . 51) (:id . 51))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 64) (:start . 62)\n (:id . 52))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 66) (:start . 65)\n (:id . 53))\n ((:tag . "NN") (:stem . "pair") (:form . "pair") (:end . 71) (:start . 67)\n (:id . 54))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 74) (:start . 72)\n (:id . 55))\n ((:tag . "NNS") (:stem . "annotator") (:form . "annotators") (:end . 85)\n (:start . 75) (:id . 56))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 88) (:start . 86)\n (:id . 57))\n ((:tag . "JJS") (:stem . "least") (:form . "least") (:end . 94) (:start . 89)\n (:id . 58))\n ((:tag . "NN") (:stem . "overlap") (:form . "overlap") (:end . 102)\n (:start . 95) (:id . 59))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 107) (:start . 103)\n (:id . 60))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 112) (:start . 108)\n (:id . 61))\n ((:tag . "JJ") (:stem . "other") (:form . "other") (:end . 118)\n (:start . 113) (:id . 62))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 119) (:start . 118)\n (:id . 63))\n ((:tag . "CC") (:stem . "but") (:form . "but") (:end . 123) (:start . 120)\n (:id . 64))\n ((:tag . "VBP") (:stem . "do") (:form . "do") (:end . 126) (:start . 124)\n (:id . 65))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 130) (:start . 127)\n (:id . 66))\n ((:tag . "RB") (:stem . "necessarily") (:form . "necessarily") (:end . 142)\n (:start . 131) (:id . 67))\n ((:tag . "VB") (:stem . "match") (:form . "match") (:end . 148)\n (:start . 143) (:id . 68))\n ((:tag . "RB") (:stem . "exactly") (:form . "exactly") (:end . 156)\n (:start . 149) (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 157) (:start . 156)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s12.215) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504018@unknown@formal@none@1@S@b. Exact span matches, where argument text spans identified by a pair of annotators match exactly.@(((:tag . "LS") (:stem . "b.") (:form . "b.") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "Exact") (:form . "Exact") (:end . 8) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "span") (:form . "span") (:end . 13) (:start . 9)\n (:id . 44))\n ((:tag . "NNS") (:stem . "match") (:form . "matches") (:end . 21)\n (:start . 14) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 22) (:start . 21)\n (:id . 46))\n ((:tag . "WRB") (:stem . "where") (:form . "where") (:end . 28) (:start . 23)\n (:id . 47))\n ((:tag . "NN") (:stem . "argument") (:form . "argument") (:end . 37)\n (:start . 29) (:id . 48))\n ((:tag . "NN") (:stem . "text") (:form . "text") (:end . 42) (:start . 38)\n (:id . 49))\n ((:tag . "NNS") (:stem . "span") (:form . "spans") (:end . 48) (:start . 43)\n (:id . 50))\n ((:tag . "VBN") (:stem . "identify") (:form . "identified") (:end . 59)\n (:start . 49) (:id . 51))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 62) (:start . 60)\n (:id . 52))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 64) (:start . 63)\n (:id . 53))\n ((:tag . "NN") (:stem . "pair") (:form . "pair") (:end . 69) (:start . 65)\n (:id . 54))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 72) (:start . 70)\n (:id . 55))\n ((:tag . "NNS") (:stem . "annotator") (:form . "annotators") (:end . 83)\n (:start . 73) (:id . 56))\n ((:tag . "VBP") (:stem . "match") (:form . "match") (:end . 89) (:start . 84)\n (:id . 57))\n ((:tag . "RB") (:stem . "exactly") (:form . "exactly") (:end . 97)\n (:start . 90) (:id . 58))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 98) (:start . 97)\n (:id . 59)))@@@1@18@((:identifiers (:sid . :s12.216) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504019@unknown@formal@none@1@S@This statistic helps us to evaluate the effectiveness of our rules for consistent span annotation.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "statistic") (:form . "statistic") (:end . 14)\n (:start . 5) (:id . 43))\n ((:tag . "VBZ") (:stem . "help") (:form . "helps") (:end . 20) (:start . 15)\n (:id . 44))\n ((:tag . "PRP") (:stem . "us") (:form . "us") (:end . 23) (:start . 21)\n (:id . 45))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 26) (:start . 24)\n (:id . 46))\n ((:tag . "VB") (:stem . "evaluate") (:form . "evaluate") (:end . 35)\n (:start . 27) (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 39) (:start . 36)\n (:id . 48))\n ((:tag . "NN") (:stem . "effectiveness") (:form . "effectiveness")\n (:end . 53) (:start . 40) (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 56) (:start . 54)\n (:id . 50))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 60) (:start . 57)\n (:id . 51))\n ((:tag . "NNS") (:stem . "rule") (:form . "rules") (:end . 66) (:start . 61)\n (:id . 52))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 70) (:start . 67)\n (:id . 53))\n ((:tag . "JJ") (:stem . "consistent") (:form . "consistent") (:end . 81)\n (:start . 71) (:id . 54))\n ((:tag . "NN") (:stem . "span") (:form . "span") (:end . 86) (:start . 82)\n (:id . 55))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 97)\n (:start . 87) (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 98) (:start . 97)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s12.217) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504020@unknown@formal@none@1@S@• Semantic role assignment (for agreed arguments, how often the same semantic roles are assigned by each annotator).@(((:tag . "LS") (:stem . "•") (:form . "•") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "semantic") (:form . "Semantic") (:end . 10)\n (:start . 2) (:id . 43))\n ((:tag . "NN") (:stem . "role") (:form . "role") (:end . 15) (:start . 11)\n (:id . 44))\n ((:tag . "NN") (:stem . "assignment") (:form . "assignment") (:end . 26)\n (:start . 16) (:id . 45))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 28) (:start . 27)\n (:id . 46))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 31) (:start . 28)\n (:id . 47))\n ((:tag . "VBN") (:stem . "agree") (:form . "agreed") (:end . 38)\n (:start . 32) (:id . 48))\n ((:tag . "NNS") (:stem . "argument") (:form . "arguments") (:end . 48)\n (:start . 39) (:id . 49))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 49) (:start . 48)\n (:id . 50))\n ((:tag . "WRB") (:stem . "how") (:form . "how") (:end . 53) (:start . 50)\n (:id . 51))\n ((:tag . "RB") (:stem . "often") (:form . "often") (:end . 59) (:start . 54)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 63) (:start . 60)\n (:id . 53))\n ((:tag . "JJ") (:stem . "same") (:form . "same") (:end . 68) (:start . 64)\n (:id . 54))\n ((:tag . "JJ") (:stem . "semantic") (:form . "semantic") (:end . 77)\n (:start . 69) (:id . 55))\n ((:tag . "NNS") (:stem . "role") (:form . "roles") (:end . 83) (:start . 78)\n (:id . 56))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 87) (:start . 84)\n (:id . 57))\n ((:tag . "VBN") (:stem . "assign") (:form . "assigned") (:end . 96)\n (:start . 88) (:id . 58))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 99) (:start . 97)\n (:id . 59))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 104) (:start . 100)\n (:id . 60))\n ((:tag . "NN") (:stem . "annotator") (:form . "annotator") (:end . 114)\n (:start . 105) (:id . 61))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 115) (:start . 114)\n (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 116) (:start . 115)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s12.218) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504021@unknown@formal@none@1@S@• Biological concept identification (within agreed arguments, how often annotators identify the same biological concepts).@(((:tag . "LS") (:stem . "•") (:form . "•") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "biological") (:form . "Biological") (:end . 12)\n (:start . 2) (:id . 43))\n ((:tag . "NN") (:stem . "concept") (:form . "concept") (:end . 20)\n (:start . 13) (:id . 44))\n ((:tag . "NN") (:stem . "identification") (:form . "identification")\n (:end . 35) (:start . 21) (:id . 45))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 37) (:start . 36)\n (:id . 46))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 43)\n (:start . 37) (:id . 47))\n ((:tag . "VBN") (:stem . "agree") (:form . "agreed") (:end . 50)\n (:start . 44) (:id . 48))\n ((:tag . "NNS") (:stem . "argument") (:form . "arguments") (:end . 60)\n (:start . 51) (:id . 49))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 61) (:start . 60)\n (:id . 50))\n ((:tag . "WRB") (:stem . "how") (:form . "how") (:end . 65) (:start . 62)\n (:id . 51))\n ((:tag . "RB") (:stem . "often") (:form . "often") (:end . 71) (:start . 66)\n (:id . 52))\n ((:tag . "NNS") (:stem . "annotator") (:form . "annotators") (:end . 82)\n (:start . 72) (:id . 53))\n ((:tag . "VBP") (:stem . "identify") (:form . "identify") (:end . 91)\n (:start . 83) (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 95) (:start . 92)\n (:id . 55))\n ((:tag . "JJ") (:stem . "same") (:form . "same") (:end . 100) (:start . 96)\n (:id . 56))\n ((:tag . "JJ") (:stem . "biological") (:form . "biological") (:end . 111)\n (:start . 101) (:id . 57))\n ((:tag . "NNS") (:stem . "concept") (:form . "concepts") (:end . 120)\n (:start . 112) (:id . 58))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 121) (:start . 120)\n (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 122) (:start . 121)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s12.219) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504022@unknown@formal@none@1@S@• Biological concept category assignment (for agreed biological concepts, how often the assigned categories are agreed upon by each annotator).@(((:tag . "LS") (:stem . "•") (:form . "•") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "biological") (:form . "Biological") (:end . 12)\n (:start . 2) (:id . 43))\n ((:tag . "NN") (:stem . "concept") (:form . "concept") (:end . 20)\n (:start . 13) (:id . 44))\n ((:tag . "NN") (:stem . "category") (:form . "category") (:end . 29)\n (:start . 21) (:id . 45))\n ((:tag . "NN") (:stem . "assignment") (:form . "assignment") (:end . 40)\n (:start . 30) (:id . 46))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 42) (:start . 41)\n (:id . 47))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 45) (:start . 42)\n (:id . 48))\n ((:tag . "VBN") (:stem . "agree") (:form . "agreed") (:end . 52)\n (:start . 46) (:id . 49))\n ((:tag . "JJ") (:stem . "biological") (:form . "biological") (:end . 63)\n (:start . 53) (:id . 50))\n ((:tag . "NNS") (:stem . "concept") (:form . "concepts") (:end . 72)\n (:start . 64) (:id . 51))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 73) (:start . 72)\n (:id . 52))\n ((:tag . "WRB") (:stem . "how") (:form . "how") (:end . 77) (:start . 74)\n (:id . 53))\n ((:tag . "RB") (:stem . "often") (:form . "often") (:end . 83) (:start . 78)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 87) (:start . 84)\n (:id . 55))\n ((:tag . "VBN") (:stem . "assign") (:form . "assigned") (:end . 96)\n (:start . 88) (:id . 56))\n ((:tag . "NNS") (:stem . "category") (:form . "categories") (:end . 107)\n (:start . 97) (:id . 57))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 111) (:start . 108)\n (:id . 58))\n ((:tag . "VBN") (:stem . "agree") (:form . "agreed") (:end . 118)\n (:start . 112) (:id . 59))\n ((:tag . "IN") (:stem . "upon") (:form . "upon") (:end . 123) (:start . 119)\n (:id . 60))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 126) (:start . 124)\n (:id . 61))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 131) (:start . 127)\n (:id . 62))\n ((:tag . "NN") (:stem . "annotator") (:form . "annotator") (:end . 141)\n (:start . 132) (:id . 63))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 142) (:start . 141)\n (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 143) (:start . 142)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s12.220) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504023@unknown@formal@none@1@S@For this task, we calculate 3 different agreement rates, i.e.,@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "task") (:form . "task") (:end . 13) (:start . 9)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 14) (:start . 13)\n (:id . 45))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 17) (:start . 15)\n (:id . 46))\n ((:tag . "VBP") (:stem . "calculate") (:form . "calculate") (:end . 27)\n (:start . 18) (:id . 47))\n ((:tag . "CD") (:stem . "3") (:form . "3") (:end . 29) (:start . 28)\n (:id . 48))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 39)\n (:start . 30) (:id . 49))\n ((:tag . "NN") (:stem . "agreement") (:form . "agreement") (:end . 49)\n (:start . 40) (:id . 50))\n ((:tag . "NNS") (:stem . "rate") (:form . "rates") (:end . 55) (:start . 50)\n (:id . 51))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 56) (:start . 55)\n (:id . 52))\n ((:tag . "FW") (:stem . "i.e.") (:form . "i.e.") (:end . 61) (:start . 57)\n (:id . 53))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 62) (:start . 61)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s12.221) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504024@unknown@formal@none@1@S@a. Exact category matches, where each annotator has assigned exactly the same concept label.@(((:tag . "RB") (:stem . "a.") (:form . "a.") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "Exact") (:form . "Exact") (:end . 8) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "category") (:form . "category") (:end . 17)\n (:start . 9) (:id . 44))\n ((:tag . "NNS") (:stem . "match") (:form . "matches") (:end . 25)\n (:start . 18) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 26) (:start . 25)\n (:id . 46))\n ((:tag . "WRB") (:stem . "where") (:form . "where") (:end . 32) (:start . 27)\n (:id . 47))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 37) (:start . 33)\n (:id . 48))\n ((:tag . "NN") (:stem . "annotator") (:form . "annotator") (:end . 47)\n (:start . 38) (:id . 49))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 51) (:start . 48)\n (:id . 50))\n ((:tag . "VBN") (:stem . "assign") (:form . "assigned") (:end . 60)\n (:start . 52) (:id . 51))\n ((:tag . "RB") (:stem . "exactly") (:form . "exactly") (:end . 68)\n (:start . 61) (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 72) (:start . 69)\n (:id . 53))\n ((:tag . "JJ") (:stem . "same") (:form . "same") (:end . 77) (:start . 73)\n (:id . 54))\n ((:tag . "NN") (:stem . "concept") (:form . "concept") (:end . 85)\n (:start . 78) (:id . 55))\n ((:tag . "NN") (:stem . "label") (:form . "label") (:end . 91) (:start . 86)\n (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 92) (:start . 91)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s12.222) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504025@unknown@formal@none@1@S@b. Matches including parent, where we also consider as matches those cases where the category assigned by one annotator is the parent concept of the category assigned by the other annotator.@(((:tag . "LS") (:stem . "b.") (:form . "b.") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "Match") (:form . "Matches") (:end . 10)\n (:start . 3) (:id . 43))\n ((:tag . "VBG") (:stem . "include") (:form . "including") (:end . 20)\n (:start . 11) (:id . 44))\n ((:tag . "NN") (:stem . "parent") (:form . "parent") (:end . 27)\n (:start . 21) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 28) (:start . 27)\n (:id . 46))\n ((:tag . "WRB") (:stem . "where") (:form . "where") (:end . 34) (:start . 29)\n (:id . 47))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 37) (:start . 35)\n (:id . 48))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 42) (:start . 38)\n (:id . 49))\n ((:tag . "VBP") (:stem . "consider") (:form . "consider") (:end . 51)\n (:start . 43) (:id . 50))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 54) (:start . 52)\n (:id . 51))\n ((:tag . "NNS") (:stem . "match") (:form . "matches") (:end . 62)\n (:start . 55) (:id . 52))\n ((:tag . "DT") (:stem . "those") (:form . "those") (:end . 68) (:start . 63)\n (:id . 53))\n ((:tag . "NNS") (:stem . "case") (:form . "cases") (:end . 74) (:start . 69)\n (:id . 54))\n ((:tag . "WRB") (:stem . "where") (:form . "where") (:end . 80) (:start . 75)\n (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 84) (:start . 81)\n (:id . 56))\n ((:tag . "NN") (:stem . "category") (:form . "category") (:end . 93)\n (:start . 85) (:id . 57))\n ((:tag . "VBN") (:stem . "assign") (:form . "assigned") (:end . 102)\n (:start . 94) (:id . 58))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 105) (:start . 103)\n (:id . 59))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 109) (:start . 106)\n (:id . 60))\n ((:tag . "NN") (:stem . "annotator") (:form . "annotator") (:end . 119)\n (:start . 110) (:id . 61))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 122) (:start . 120)\n (:id . 62))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 126) (:start . 123)\n (:id . 63))\n ((:tag . "NN") (:stem . "parent") (:form . "parent") (:end . 133)\n (:start . 127) (:id . 64))\n ((:tag . "NN") (:stem . "concept") (:form . "concept") (:end . 141)\n (:start . 134) (:id . 65))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 144) (:start . 142)\n (:id . 66))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 148) (:start . 145)\n (:id . 67))\n ((:tag . "NN") (:stem . "category") (:form . "category") (:end . 157)\n (:start . 149) (:id . 68))\n ((:tag . "VBN") (:stem . "assign") (:form . "assigned") (:end . 166)\n (:start . 158) (:id . 69))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 169) (:start . 167)\n (:id . 70))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 173) (:start . 170)\n (:id . 71))\n ((:tag . "JJ") (:stem . "other") (:form . "other") (:end . 179)\n (:start . 174) (:id . 72))\n ((:tag . "NN") (:stem . "annotator") (:form . "annotator") (:end . 189)\n (:start . 180) (:id . 73))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 190) (:start . 189)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s12.223) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504026@unknown@formal@none@1@S@c. Supercategory assignment, where we consider only whether each annotator has assigned a concept within the same top level superclass, i.e., Nucleic_Acids, Proteins, Living_Systems, Processes and Experimental.@(((:tag . "LS") (:stem . "c.") (:form . "c.") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "Supercategory") (:form . "Supercategory")\n (:end . 16) (:start . 3) (:id . 43))\n ((:tag . "NN") (:stem . "assignment") (:form . "assignment") (:end . 27)\n (:start . 17) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 28) (:start . 27)\n (:id . 45))\n ((:tag . "WRB") (:stem . "where") (:form . "where") (:end . 34) (:start . 29)\n (:id . 46))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 37) (:start . 35)\n (:id . 47))\n ((:tag . "VBP") (:stem . "consider") (:form . "consider") (:end . 46)\n (:start . 38) (:id . 48))\n ((:tag . "RB") (:stem . "only") (:form . "only") (:end . 51) (:start . 47)\n (:id . 49))\n ((:tag . "IN") (:stem . "whether") (:form . "whether") (:end . 59)\n (:start . 52) (:id . 50))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 64) (:start . 60)\n (:id . 51))\n ((:tag . "NN") (:stem . "annotator") (:form . "annotator") (:end . 74)\n (:start . 65) (:id . 52))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 78) (:start . 75)\n (:id . 53))\n ((:tag . "VBN") (:stem . "assign") (:form . "assigned") (:end . 87)\n (:start . 79) (:id . 54))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 89) (:start . 88)\n (:id . 55))\n ((:tag . "NN") (:stem . "concept") (:form . "concept") (:end . 97)\n (:start . 90) (:id . 56))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 104)\n (:start . 98) (:id . 57))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 108) (:start . 105)\n (:id . 58))\n ((:tag . "JJ") (:stem . "same") (:form . "same") (:end . 113) (:start . 109)\n (:id . 59))\n ((:tag . "JJ") (:stem . "top") (:form . "top") (:end . 117) (:start . 114)\n (:id . 60))\n ((:tag . "NN") (:stem . "level") (:form . "level") (:end . 123)\n (:start . 118) (:id . 61))\n ((:tag . "NN") (:stem . "superclass") (:form . "superclass") (:end . 134)\n (:start . 124) (:id . 62))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 135) (:start . 134)\n (:id . 63))\n ((:tag . "FW") (:stem . "i.e.") (:form . "i.e.") (:end . 140) (:start . 136)\n (:id . 64))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 141) (:start . 140)\n (:id . 65))\n ((:tag . "NNPS") (:stem . "Nucleic_Acids") (:form . "Nucleic_Acids")\n (:end . 155) (:start . 142) (:id . 66))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 156) (:start . 155)\n (:id . 67))\n ((:tag . "NNPS") (:stem . "Proteins") (:form . "Proteins") (:end . 165)\n (:start . 157) (:id . 68))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 166) (:start . 165)\n (:id . 69))\n ((:tag . "NNPS") (:stem . "Living_Systems") (:form . "Living_Systems")\n (:end . 181) (:start . 167) (:id . 70))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 182) (:start . 181)\n (:id . 71))\n ((:tag . "NNPS") (:stem . "Processes") (:form . "Processes") (:end . 192)\n (:start . 183) (:id . 72))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 196) (:start . 193)\n (:id . 73))\n ((:tag . "NNP") (:stem . "Experimental") (:form . "Experimental")\n (:end . 209) (:start . 197) (:id . 74))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 210) (:start . 209)\n (:id . 75)))@@@1@34@((:identifiers (:sid . :s12.224) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504027@unknown@formal@none@1@S@Whilst the Kappa statistic [60] has become a standard way of calculating IAA for classification tasks, it is problematic for most of the annotation subtasks outlined above, as it requires classifications to correspond to mutually exclusive and discrete categories.@(((:tag . "IN") (:stem . "whilst") (:form . "Whilst") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 10) (:start . 7)\n (:id . 43))\n ((:tag . "NNP") (:stem . "Kappa") (:form . "Kappa") (:end . 16) (:start . 11)\n (:id . 44))\n ((:tag . "JJ") (:stem . "statistic") (:form . "statistic") (:end . 26)\n (:start . 17) (:id . 45))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 28) (:start . 27)\n (:id . 46))\n ((:tag . "CD") (:stem . "60") (:form . "60") (:end . 30) (:start . 28)\n (:id . 47))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 31) (:start . 30)\n (:id . 48))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 35) (:start . 32)\n (:id . 49))\n ((:tag . "VBN") (:stem . "become") (:form . "become") (:end . 42)\n (:start . 36) (:id . 50))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 44) (:start . 43)\n (:id . 51))\n ((:tag . "JJ") (:stem . "standard") (:form . "standard") (:end . 53)\n (:start . 45) (:id . 52))\n ((:tag . "NN") (:stem . "way") (:form . "way") (:end . 57) (:start . 54)\n (:id . 53))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 60) (:start . 58)\n (:id . 54))\n ((:tag . "VBG") (:stem . "calculate") (:form . "calculating") (:end . 72)\n (:start . 61) (:id . 55))\n ((:tag . "NNP") (:stem . "IAA") (:form . "IAA") (:end . 76) (:start . 73)\n (:id . 56))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 80) (:start . 77)\n (:id . 57))\n ((:tag . "NN") (:stem . "classification") (:form . "classification")\n (:end . 95) (:start . 81) (:id . 58))\n ((:tag . "NNS") (:stem . "task") (:form . "tasks") (:end . 101) (:start . 96)\n (:id . 59))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 102) (:start . 101)\n (:id . 60))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 105) (:start . 103)\n (:id . 61))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 108) (:start . 106)\n (:id . 62))\n ((:tag . "JJ") (:stem . "problematic") (:form . "problematic") (:end . 120)\n (:start . 109) (:id . 63))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 124) (:start . 121)\n (:id . 64))\n ((:tag . "JJS") (:stem . "most") (:form . "most") (:end . 129) (:start . 125)\n (:id . 65))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 132) (:start . 130)\n (:id . 66))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 136) (:start . 133)\n (:id . 67))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 147)\n (:start . 137) (:id . 68))\n ((:tag . "NNS") (:stem . "subtask") (:form . "subtasks") (:end . 156)\n (:start . 148) (:id . 69))\n ((:tag . "VBN") (:stem . "outline") (:form . "outlined") (:end . 165)\n (:start . 157) (:id . 70))\n ((:tag . "IN") (:stem . "above") (:form . "above") (:end . 171)\n (:start . 166) (:id . 71))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 172) (:start . 171)\n (:id . 72))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 175) (:start . 173)\n (:id . 73))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 178) (:start . 176)\n (:id . 74))\n ((:tag . "VBZ") (:stem . "require") (:form . "requires") (:end . 187)\n (:start . 179) (:id . 75))\n ((:tag . "NNS") (:stem . "classification") (:form . "classifications")\n (:end . 203) (:start . 188) (:id . 76))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 206) (:start . 204)\n (:id . 77))\n ((:tag . "VB") (:stem . "correspond") (:form . "correspond") (:end . 217)\n (:start . 207) (:id . 78))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 220) (:start . 218)\n (:id . 79))\n ((:tag . "RB") (:stem . "mutually") (:form . "mutually") (:end . 229)\n (:start . 221) (:id . 80))\n ((:tag . "JJ") (:stem . "exclusive") (:form . "exclusive") (:end . 239)\n (:start . 230) (:id . 81))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 243) (:start . 240)\n (:id . 82))\n ((:tag . "JJ") (:stem . "discrete") (:form . "discrete") (:end . 252)\n (:start . 244) (:id . 83))\n ((:tag . "NNS") (:stem . "category") (:form . "categories") (:end . 263)\n (:start . 253) (:id . 84))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 264) (:start . 263)\n (:id . 85)))@@@1@44@((:identifiers (:sid . :s12.225) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504028@unknown@formal@none@1@S@The only subtask which fits neatly into this category is the semantic role assignment subtask.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "only") (:form . "only") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "subtask") (:form . "subtask") (:end . 16)\n (:start . 9) (:id . 44))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 22) (:start . 17)\n (:id . 45))\n ((:tag . "VBZ") (:stem . "fit") (:form . "fits") (:end . 27) (:start . 23)\n (:id . 46))\n ((:tag . "RB") (:stem . "neatly") (:form . "neatly") (:end . 34)\n (:start . 28) (:id . 47))\n ((:tag . "IN") (:stem . "into") (:form . "into") (:end . 39) (:start . 35)\n (:id . 48))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 44) (:start . 40)\n (:id . 49))\n ((:tag . "NN") (:stem . "category") (:form . "category") (:end . 53)\n (:start . 45) (:id . 50))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 56) (:start . 54)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 60) (:start . 57)\n (:id . 52))\n ((:tag . "JJ") (:stem . "semantic") (:form . "semantic") (:end . 69)\n (:start . 61) (:id . 53))\n ((:tag . "NN") (:stem . "role") (:form . "role") (:end . 74) (:start . 70)\n (:id . 54))\n ((:tag . "NN") (:stem . "assignment") (:form . "assignment") (:end . 85)\n (:start . 75) (:id . 55))\n ((:tag . "NN") (:stem . "subtask") (:form . "subtask") (:end . 93)\n (:start . 86) (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 94) (:start . 93)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s12.226) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504029@unknown@formal@none@1@S@We have thus chosen to follow [61] in choosing the F-Score to calculate IAA, as it can be applied straightforwardly to all of the above annotation subtasks.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "RB") (:stem . "thus") (:form . "thus") (:end . 12) (:start . 8)\n (:id . 44))\n ((:tag . "VBN") (:stem . "choose") (:form . "chosen") (:end . 19)\n (:start . 13) (:id . 45))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 22) (:start . 20)\n (:id . 46))\n ((:tag . "VB") (:stem . "follow") (:form . "follow") (:end . 29)\n (:start . 23) (:id . 47))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 31) (:start . 30)\n (:id . 48))\n ((:tag . "CD") (:stem . "61") (:form . "61") (:end . 33) (:start . 31)\n (:id . 49))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 34) (:start . 33)\n (:id . 50))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 37) (:start . 35)\n (:id . 51))\n ((:tag . "VBG") (:stem . "choose") (:form . "choosing") (:end . 46)\n (:start . 38) (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 50) (:start . 47)\n (:id . 53))\n ((:tag . "NN") (:stem . "f-score") (:form . "F-Score") (:end . 58)\n (:start . 51) (:id . 54))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 61) (:start . 59)\n (:id . 55))\n ((:tag . "VB") (:stem . "calculate") (:form . "calculate") (:end . 71)\n (:start . 62) (:id . 56))\n ((:tag . "NNP") (:stem . "IAA") (:form . "IAA") (:end . 75) (:start . 72)\n (:id . 57))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 76) (:start . 75)\n (:id . 58))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 79) (:start . 77)\n (:id . 59))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 82) (:start . 80)\n (:id . 60))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 86) (:start . 83)\n (:id . 61))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 89) (:start . 87)\n (:id . 62))\n ((:tag . "VBN") (:stem . "apply") (:form . "applied") (:end . 97)\n (:start . 90) (:id . 63))\n ((:tag . "RB") (:stem . "straightforwardly") (:form . "straightforwardly")\n (:end . 115) (:start . 98) (:id . 64))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 118) (:start . 116)\n (:id . 65))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 122) (:start . 119)\n (:id . 66))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 125) (:start . 123)\n (:id . 67))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 129) (:start . 126)\n (:id . 68))\n ((:tag . "JJ") (:stem . "above") (:form . "above") (:end . 135)\n (:start . 130) (:id . 69))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 146)\n (:start . 136) (:id . 70))\n ((:tag . "NNS") (:stem . "subtask") (:form . "subtasks") (:end . 155)\n (:start . 147) (:id . 71))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 156) (:start . 155)\n (:id . 72)))@@@1@31@((:identifiers (:sid . :s12.227) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504030@unknown@formal@none@1@S@The F-Score is the harmonic mean of precision and recall scores, which are normally calculated to compare the performance of an information retrieval or extraction system to a gold standard.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "f-score") (:form . "F-Score") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 14) (:start . 12)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 18) (:start . 15)\n (:id . 45))\n ((:tag . "JJ") (:stem . "harmonic") (:form . "harmonic") (:end . 27)\n (:start . 19) (:id . 46))\n ((:tag . "NN") (:stem . "mean") (:form . "mean") (:end . 32) (:start . 28)\n (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 35) (:start . 33)\n (:id . 48))\n ((:tag . "NN") (:stem . "precision") (:form . "precision") (:end . 45)\n (:start . 36) (:id . 49))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 49) (:start . 46)\n (:id . 50))\n ((:tag . "NN") (:stem . "recall") (:form . "recall") (:end . 56)\n (:start . 50) (:id . 51))\n ((:tag . "NNS") (:stem . "score") (:form . "scores") (:end . 63)\n (:start . 57) (:id . 52))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 64) (:start . 63)\n (:id . 53))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 70) (:start . 65)\n (:id . 54))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 74) (:start . 71)\n (:id . 55))\n ((:tag . "RB") (:stem . "normally") (:form . "normally") (:end . 83)\n (:start . 75) (:id . 56))\n ((:tag . "VBN") (:stem . "calculate") (:form . "calculated") (:end . 94)\n (:start . 84) (:id . 57))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 97) (:start . 95)\n (:id . 58))\n ((:tag . "VB") (:stem . "compare") (:form . "compare") (:end . 105)\n (:start . 98) (:id . 59))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 109) (:start . 106)\n (:id . 60))\n ((:tag . "NN") (:stem . "performance") (:form . "performance") (:end . 121)\n (:start . 110) (:id . 61))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 124) (:start . 122)\n (:id . 62))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 127) (:start . 125)\n (:id . 63))\n ((:tag . "NN") (:stem . "information") (:form . "information") (:end . 139)\n (:start . 128) (:id . 64))\n ((:tag . "NN") (:stem . "retrieval") (:form . "retrieval") (:end . 149)\n (:start . 140) (:id . 65))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 152) (:start . 150)\n (:id . 66))\n ((:tag . "NN") (:stem . "extraction") (:form . "extraction") (:end . 163)\n (:start . 153) (:id . 67))\n ((:tag . "NN") (:stem . "system") (:form . "system") (:end . 170)\n (:start . 164) (:id . 68))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 173) (:start . 171)\n (:id . 69))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 175) (:start . 174)\n (:id . 70))\n ((:tag . "JJ") (:stem . "gold") (:form . "gold") (:end . 180) (:start . 176)\n (:id . 71))\n ((:tag . "NN") (:stem . "standard") (:form . "standard") (:end . 189)\n (:start . 181) (:id . 72))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 190) (:start . 189)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s12.228) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504031@unknown@formal@none@1@S@For the purposes of calculating IAA, precision and recall between two annotators can be calculated by treating one set of annotations as the gold standard.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "NNS") (:stem . "purpose") (:form . "purposes") (:end . 16)\n (:start . 8) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 19) (:start . 17)\n (:id . 45))\n ((:tag . "VBG") (:stem . "calculate") (:form . "calculating") (:end . 31)\n (:start . 20) (:id . 46))\n ((:tag . "NNP") (:stem . "IAA") (:form . "IAA") (:end . 35) (:start . 32)\n (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 36) (:start . 35)\n (:id . 48))\n ((:tag . "NN") (:stem . "precision") (:form . "precision") (:end . 46)\n (:start . 37) (:id . 49))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 50) (:start . 47)\n (:id . 50))\n ((:tag . "NN") (:stem . "recall") (:form . "recall") (:end . 57)\n (:start . 51) (:id . 51))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 65)\n (:start . 58) (:id . 52))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 69) (:start . 66)\n (:id . 53))\n ((:tag . "NNS") (:stem . "annotator") (:form . "annotators") (:end . 80)\n (:start . 70) (:id . 54))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 84) (:start . 81)\n (:id . 55))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 87) (:start . 85)\n (:id . 56))\n ((:tag . "VBN") (:stem . "calculate") (:form . "calculated") (:end . 98)\n (:start . 88) (:id . 57))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 101) (:start . 99)\n (:id . 58))\n ((:tag . "VBG") (:stem . "treat") (:form . "treating") (:end . 110)\n (:start . 102) (:id . 59))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 114) (:start . 111)\n (:id . 60))\n ((:tag . "NN") (:stem . "set") (:form . "set") (:end . 118) (:start . 115)\n (:id . 61))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 121) (:start . 119)\n (:id . 62))\n ((:tag . "NNS") (:stem . "annotation") (:form . "annotations") (:end . 133)\n (:start . 122) (:id . 63))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 136) (:start . 134)\n (:id . 64))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 140) (:start . 137)\n (:id . 65))\n ((:tag . "JJ") (:stem . "gold") (:form . "gold") (:end . 145) (:start . 141)\n (:id . 66))\n ((:tag . "NN") (:stem . "standard") (:form . "standard") (:end . 154)\n (:start . 146) (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 155) (:start . 154)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s12.229) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504032@unknown@formal@none@1@S@The F-score is the same whichever set of annotations is used as the gold standard [62].@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "f-score") (:form . "F-score") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 14) (:start . 12)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 18) (:start . 15)\n (:id . 45))\n ((:tag . "JJ") (:stem . "same") (:form . "same") (:end . 23) (:start . 19)\n (:id . 46))\n ((:tag . "WDT") (:stem . "whichever") (:form . "whichever") (:end . 33)\n (:start . 24) (:id . 47))\n ((:tag . "NN") (:stem . "set") (:form . "set") (:end . 37) (:start . 34)\n (:id . 48))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 40) (:start . 38)\n (:id . 49))\n ((:tag . "NNS") (:stem . "annotation") (:form . "annotations") (:end . 52)\n (:start . 41) (:id . 50))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 55) (:start . 53)\n (:id . 51))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 60) (:start . 56)\n (:id . 52))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 63) (:start . 61)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 67) (:start . 64)\n (:id . 54))\n ((:tag . "NN") (:stem . "gold") (:form . "gold") (:end . 72) (:start . 68)\n (:id . 55))\n ((:tag . "NN") (:stem . "standard") (:form . "standard") (:end . 81)\n (:start . 73) (:id . 56))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 83) (:start . 82)\n (:id . 57))\n ((:tag . "CD") (:stem . "62") (:form . "62") (:end . 85) (:start . 83)\n (:id . 58))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 86) (:start . 85)\n (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 87) (:start . 86)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s12.230) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504033@unknown@formal@none@1@S@Agreement during training@(((:tag . "NN") (:stem . "agreement") (:form . "Agreement") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "during") (:form . "during") (:end . 16)\n (:start . 10) (:id . 43))\n ((:tag . "NN") (:stem . "training") (:form . "training") (:end . 25)\n (:start . 17) (:id . 44)))@@@1@3@((:identifiers (:sid . :s12.231) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504034@unknown@formal@none@1@S@Table 3 reports the changes in the IAA rates as the training period progressed.@(((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "CD") (:stem . "3") (:form . "3") (:end . 7) (:start . 6)\n (:id . 43))\n ((:tag . "NNS") (:stem . "report") (:form . "reports") (:end . 15)\n (:start . 8) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 19) (:start . 16)\n (:id . 45))\n ((:tag . "NNS") (:stem . "change") (:form . "changes") (:end . 27)\n (:start . 20) (:id . 46))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 30) (:start . 28)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 34) (:start . 31)\n (:id . 48))\n ((:tag . "NNP") (:stem . "IAA") (:form . "IAA") (:end . 38) (:start . 35)\n (:id . 49))\n ((:tag . "NNS") (:stem . "rate") (:form . "rates") (:end . 44) (:start . 39)\n (:id . 50))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 47) (:start . 45)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 51) (:start . 48)\n (:id . 52))\n ((:tag . "NN") (:stem . "training") (:form . "training") (:end . 60)\n (:start . 52) (:id . 53))\n ((:tag . "NN") (:stem . "period") (:form . "period") (:end . 67)\n (:start . 61) (:id . 54))\n ((:tag . "VBD") (:stem . "progress") (:form . "progressed") (:end . 78)\n (:start . 68) (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 79) (:start . 78)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s12.232) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504035@unknown@formal@none@1@S@Four of the cycles (C1 - C4) concerned E. coli abstracts, whilst the final cycle (C5) switched to annotation of human abstracts.@(((:tag . "CD") (:stem . "four") (:form . "Four") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 11) (:start . 8)\n (:id . 44))\n ((:tag . "NNS") (:stem . "cycle") (:form . "cycles") (:end . 18)\n (:start . 12) (:id . 45))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 20) (:start . 19)\n (:id . 46))\n ((:tag . "NNP") (:stem . "C1") (:form . "C1") (:end . 22) (:start . 20)\n (:id . 47))\n ((:tag . "HYPH") (:stem . "-") (:form . "-") (:end . 24) (:start . 23)\n (:id . 48))\n ((:tag . "NNP") (:stem . "C4") (:form . "C4") (:end . 27) (:start . 25)\n (:id . 49))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 28) (:start . 27)\n (:id . 50))\n ((:tag . "JJ") (:stem . "concerned") (:form . "concerned") (:end . 38)\n (:start . 29) (:id . 51))\n ((:tag . "FW") (:stem . "e.") (:form . "E.") (:end . 41) (:start . 39)\n (:id . 52))\n ((:tag . "FW") (:stem . "coli") (:form . "coli") (:end . 46) (:start . 42)\n (:id . 53))\n ((:tag . "NNS") (:stem . "abstract") (:form . "abstracts") (:end . 56)\n (:start . 47) (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 57) (:start . 56)\n (:id . 55))\n ((:tag . "IN") (:stem . "whilst") (:form . "whilst") (:end . 64)\n (:start . 58) (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 68) (:start . 65)\n (:id . 57))\n ((:tag . "JJ") (:stem . "final") (:form . "final") (:end . 74) (:start . 69)\n (:id . 58))\n ((:tag . "NN") (:stem . "cycle") (:form . "cycle") (:end . 80) (:start . 75)\n (:id . 59))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 82) (:start . 81)\n (:id . 60))\n ((:tag . "NNP") (:stem . "C5") (:form . "C5") (:end . 84) (:start . 82)\n (:id . 61))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 85) (:start . 84)\n (:id . 62))\n ((:tag . "VBD") (:stem . "switch") (:form . "switched") (:end . 94)\n (:start . 86) (:id . 63))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 97) (:start . 95)\n (:id . 64))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 108)\n (:start . 98) (:id . 65))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 111) (:start . 109)\n (:id . 66))\n ((:tag . "JJ") (:stem . "human") (:form . "human") (:end . 117)\n (:start . 112) (:id . 67))\n ((:tag . "NNS") (:stem . "abstract") (:form . "abstracts") (:end . 127)\n (:start . 118) (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 128) (:start . 127)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s12.233) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504036@unknown@formal@none@1@S@As the final corpus would consist of both E. coli and human abstracts, we wanted to verify to what extent annotation quality could be maintained if the species referred to in the abstracts is changed.@(((:tag . "IN") (:stem . "as") (:form . "As") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "JJ") (:stem . "final") (:form . "final") (:end . 12) (:start . 7)\n (:id . 44))\n ((:tag . "NN") (:stem . "corpus") (:form . "corpus") (:end . 19)\n (:start . 13) (:id . 45))\n ((:tag . "MD") (:stem . "would") (:form . 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"changed") (:end . 199)\n (:start . 192) (:id . 77))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 200) (:start . 199)\n (:id . 78)))@@@1@37@((:identifiers (:sid . :s12.234) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504037@unknown@formal@none@1@S@Inter-annotator agreement during training@(((:tag . "NNP") (:stem . "Inter-annotator") (:form . "Inter-annotator")\n (:end . 15) (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "agreement") (:form . "agreement") (:end . 25)\n (:start . 16) (:id . 43))\n ((:tag . "IN") (:stem . "during") (:form . "during") (:end . 32)\n (:start . 26) (:id . 44))\n ((:tag . "NN") (:stem . "training") (:form . "training") (:end . 41)\n (:start . 33) (:id . 45)))@@@1@4@((:identifiers (:sid . :s12.235) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|TableLegend|)))@oe@9-2-2011 5504038@unknown@formal@none@1@S@The general trend was for the agreement rates to rise gradually between training cycles C1 and C4.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "general") (:form . "general") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "trend") (:form . "trend") (:end . 17) (:start . 12)\n (:id . 44))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 21) (:start . 18)\n (:id . 45))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 25) (:start . 22)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 29) (:start . 26)\n (:id . 47))\n ((:tag . "NN") (:stem . "agreement") (:form . "agreement") (:end . 39)\n (:start . 30) (:id . 48))\n ((:tag . 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(:end . 98) (:start . 97)\n (:id . 59)))@@@1@18@((:identifiers (:sid . :s12.236) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504039@unknown@formal@none@1@S@In addition, the discrepancy between relaxed and exact span matches narrowed as the training progressed.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "addition") (:form . "addition") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 16) (:start . 13)\n (:id . 45))\n ((:tag . "NN") (:stem . "discrepancy") (:form . "discrepancy") (:end . 28)\n (:start . 17) (:id . 46))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 36)\n (:start . 29) (:id . 47))\n ((:tag . "JJ") (:stem . "relaxed") (:form . "relaxed") (:end . 44)\n (:start . 37) (:id . 48))\n ((:tag . 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(:end . 104) (:start . 103)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s12.237) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504040@unknown@formal@none@1@S@For most tasks, the agreement rates peaked at the end of cycle C4, with most agreement levels falling in the range 70% - 90%, which we consider to be acceptable [47].@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJS") (:stem . "most") (:form . "most") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "NNS") (:stem . "task") (:form . "tasks") (:end . 14) (:start . 9)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 15) (:start . 14)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 19) (:start . 16)\n (:id . 46))\n ((:tag . "NN") (:stem . "agreement") (:form . "agreement") (:end . 29)\n (:start . 20) (:id . 47))\n ((:tag . "NNS") (:stem . "rate") (:form . 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"species") (:end . 260)\n (:start . 253) (:id . 89))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 261) (:start . 260)\n (:id . 90)))@@@1@49@((:hcues ((:id . :x12.239.1) (:span 178 188)))\n (:hscopes ((:id . :x12.239.1) (:span 178 260)))\n (:identifiers (:sid . :s12.239) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504042@unknown@formal@none@1@S@Two tasks, however, i.e., semantic role assignment and argument identification, seem more domain-independent, in that the agreement rates stayed constant, or even continued to rise slightly, when the species referred to in the text was changed.@(((:tag . "CD") (:stem . "two") (:form . "Two") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "task") (:form . "tasks") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 10) (:start . 9)\n (:id . 44))\n ((:tag . "RB") (:stem . "however") (:form . "however") (:end . 18)\n (:start . 11) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 19) (:start . 18)\n (:id . 46))\n ((:tag . "FW") (:stem . "i.e.") (:form . "i.e.") (:end . 24) (:start . 20)\n (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 25) (:start . 24)\n (:id . 48))\n ((:tag . "JJ") (:stem . "semantic") (:form . "semantic") (:end . 34)\n (:start . 26) (:id . 49))\n ((:tag . "NN") (:stem . "role") (:form . "role") (:end . 39) (:start . 35)\n (:id . 50))\n ((:tag . "NN") (:stem . "assignment") (:form . "assignment") (:end . 50)\n (:start . 40) (:id . 51))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 54) (:start . 51)\n (:id . 52))\n ((:tag . "NN") (:stem . "argument") (:form . "argument") (:end . 63)\n (:start . 55) (:id . 53))\n ((:tag . "NN") (:stem . "identification") (:form . "identification")\n (:end . 78) (:start . 64) (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 79) (:start . 78)\n (:id . 55))\n ((:tag . "VBP") (:stem . "seem") (:form . "seem") (:end . 84) (:start . 80)\n (:id . 56))\n ((:tag . "RBR") (:stem . "more") (:form . "more") (:end . 89) (:start . 85)\n (:id . 57))\n ((:tag . "JJ") (:stem . "domain-independent") (:form . "domain-independent")\n (:end . 108) (:start . 90) (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 109) (:start . 108)\n (:id . 59))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 112) (:start . 110)\n (:id . 60))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 117) (:start . 113)\n (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 121) (:start . 118)\n (:id . 62))\n ((:tag . "NN") (:stem . "agreement") (:form . "agreement") (:end . 131)\n (:start . 122) (:id . 63))\n ((:tag . "NNS") (:stem . "rate") (:form . "rates") (:end . 137)\n (:start . 132) (:id . 64))\n ((:tag . "VBD") (:stem . "stay") (:form . "stayed") (:end . 144)\n (:start . 138) (:id . 65))\n ((:tag . "JJ") (:stem . "constant") (:form . "constant") (:end . 153)\n (:start . 145) (:id . 66))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 154) (:start . 153)\n (:id . 67))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 157) (:start . 155)\n (:id . 68))\n ((:tag . "RB") (:stem . "even") (:form . "even") (:end . 162) (:start . 158)\n (:id . 69))\n ((:tag . "VBD") (:stem . "continue") (:form . "continued") (:end . 172)\n (:start . 163) (:id . 70))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 175) (:start . 173)\n (:id . 71))\n ((:tag . "VB") (:stem . "rise") (:form . "rise") (:end . 180) (:start . 176)\n (:id . 72))\n ((:tag . "RB") (:stem . "slightly") (:form . "slightly") (:end . 189)\n (:start . 181) (:id . 73))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 190) (:start . 189)\n (:id . 74))\n ((:tag . "WRB") (:stem . "when") (:form . "when") (:end . 195) (:start . 191)\n (:id . 75))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 199) (:start . 196)\n (:id . 76))\n ((:tag . "NNS") (:stem . "specie") (:form . "species") (:end . 207)\n (:start . 200) (:id . 77))\n ((:tag . "VBN") (:stem . "refer") (:form . "referred") (:end . 216)\n (:start . 208) (:id . 78))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 219) (:start . 217)\n (:id . 79))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 222) (:start . 220)\n (:id . 80))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 226) (:start . 223)\n (:id . 81))\n ((:tag . "NN") (:stem . "text") (:form . "text") (:end . 231) (:start . 227)\n (:id . 82))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 235) (:start . 232)\n (:id . 83))\n ((:tag . "VBN") (:stem . "change") (:form . "changed") (:end . 243)\n (:start . 236) (:id . 84))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 244) (:start . 243)\n (:id . 85)))@@@1@44@((:hcues ((:id . :x12.240.1) (:span 155 157))\n ((:id . :x12.240.2) (:span 80 84)))\n (:hscopes ((:id . :x12.240.1) (:span 138 189))\n ((:id . :x12.240.2) (:span 0 108)))\n (:identifiers (:sid . :s12.240) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504043@unknown@formal@none@1@S@The main exception to the general trend for improvement is in the assignment of biological concept categories, for which there was no discernible improvement during the training period.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "main") (:form . "main") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "exception") (:form . "exception") (:end . 18)\n (:start . 9) (:id . 44))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 21) (:start . 19)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 25) (:start . 22)\n (:id . 46))\n ((:tag . "JJ") (:stem . "general") (:form . "general") (:end . 33)\n (:start . 26) (:id . 47))\n ((:tag . "NN") (:stem . "trend") (:form . "trend") (:end . 39) (:start . 34)\n (:id . 48))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 43) (:start . 40)\n (:id . 49))\n ((:tag . "NN") (:stem . "improvement") (:form . "improvement") (:end . 55)\n (:start . 44) (:id . 50))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 58) (:start . 56)\n (:id . 51))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 61) (:start . 59)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 65) (:start . 62)\n (:id . 53))\n ((:tag . "NN") (:stem . "assignment") (:form . "assignment") (:end . 76)\n (:start . 66) (:id . 54))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 79) (:start . 77)\n (:id . 55))\n ((:tag . "JJ") (:stem . "biological") (:form . "biological") (:end . 90)\n (:start . 80) (:id . 56))\n ((:tag . "NN") (:stem . "concept") (:form . "concept") (:end . 98)\n (:start . 91) (:id . 57))\n ((:tag . "NNS") (:stem . "category") (:form . "categories") (:end . 109)\n (:start . 99) (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 110) (:start . 109)\n (:id . 59))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 114) (:start . 111)\n (:id . 60))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 120)\n (:start . 115) (:id . 61))\n ((:tag . "EX") (:stem . "there") (:form . "there") (:end . 126)\n (:start . 121) (:id . 62))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 130) (:start . 127)\n (:id . 63))\n ((:tag . "DT") (:stem . "no") (:form . "no") (:end . 133) (:start . 131)\n (:id . 64))\n ((:tag . "JJ") (:stem . "discernible") (:form . "discernible") (:end . 145)\n (:start . 134) (:id . 65))\n ((:tag . "NN") (:stem . "improvement") (:form . "improvement") (:end . 157)\n (:start . 146) (:id . 66))\n ((:tag . "IN") (:stem . "during") (:form . "during") (:end . 164)\n (:start . 158) (:id . 67))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 168) (:start . 165)\n (:id . 68))\n ((:tag . "NN") (:stem . "training") (:form . "training") (:end . 177)\n (:start . 169) (:id . 69))\n ((:tag . "NN") (:stem . "period") (:form . "period") (:end . 184)\n (:start . 178) (:id . 70))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 185) (:start . 184)\n (:id . 71)))@@@1@30@((:identifiers (:sid . :s12.241) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504044@unknown@formal@none@1@S@Differing levels of experience in gene regulation may have caused annotators to vary in their ability to accurately assign fine-grained biological concept categories.@(((:tag . "VBG") (:stem . "differ") (:form . "Differing") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "level") (:form . "levels") (:end . 16)\n (:start . 10) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 19) (:start . 17)\n (:id . 44))\n ((:tag . "NN") (:stem . "experience") (:form . "experience") (:end . 30)\n (:start . 20) (:id . 45))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 33) (:start . 31)\n (:id . 46))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 38) (:start . 34)\n (:id . 47))\n ((:tag . "NN") (:stem . "regulation") (:form . "regulation") (:end . 49)\n (:start . 39) (:id . 48))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 53) (:start . 50)\n (:id . 49))\n ((:tag . "VB") (:stem . "have") (:form . "have") (:end . 58) (:start . 54)\n (:id . 50))\n ((:tag . "VBN") (:stem . "cause") (:form . "caused") (:end . 65)\n (:start . 59) (:id . 51))\n ((:tag . "NNS") (:stem . "annotator") (:form . "annotators") (:end . 76)\n (:start . 66) (:id . 52))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 79) (:start . 77)\n (:id . 53))\n ((:tag . "VB") (:stem . "vary") (:form . "vary") (:end . 84) (:start . 80)\n (:id . 54))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 87) (:start . 85)\n (:id . 55))\n ((:tag . "PRP$") (:stem . "their") (:form . "their") (:end . 93)\n (:start . 88) (:id . 56))\n ((:tag . "NN") (:stem . "ability") (:form . "ability") (:end . 101)\n (:start . 94) (:id . 57))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 104) (:start . 102)\n (:id . 58))\n ((:tag . "RB") (:stem . "accurately") (:form . "accurately") (:end . 115)\n (:start . 105) (:id . 59))\n ((:tag . "VB") (:stem . "assign") (:form . "assign") (:end . 122)\n (:start . 116) (:id . 60))\n ((:tag . "JJ") (:stem . "fine-grained") (:form . "fine-grained") (:end . 135)\n (:start . 123) (:id . 61))\n ((:tag . "JJ") (:stem . "biological") (:form . "biological") (:end . 146)\n (:start . 136) (:id . 62))\n ((:tag . "NN") (:stem . "concept") (:form . "concept") (:end . 154)\n (:start . 147) (:id . 63))\n ((:tag . "NNS") (:stem . "category") (:form . "categories") (:end . 165)\n (:start . 155) (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 166) (:start . 165)\n (:id . 65)))@@@1@24@((:hcues ((:id . :x12.242.1) (:span 50 53)))\n (:hscopes ((:id . :x12.242.1) (:span 50 165)))\n (:identifiers (:sid . :s12.242) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504045@unknown@formal@none@1@S@However, higher levels of agreement are achieved if we take the hierarchical structure of the concept categories into account, and look at cases where the category assigned by one annotator is the parent of the term assigned by the other.@(((:tag . "RB") (:stem . "however") (:form . "However") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "JJR") (:stem . "high") (:form . "higher") (:end . 15) (:start . 9)\n (:id . 44))\n ((:tag . "NNS") (:stem . "level") (:form . "levels") (:end . 22)\n (:start . 16) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 25) (:start . 23)\n (:id . 46))\n ((:tag . "NN") (:stem . "agreement") (:form . "agreement") (:end . 35)\n (:start . 26) (:id . 47))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 39) (:start . 36)\n (:id . 48))\n ((:tag . "VBN") (:stem . "achieve") (:form . "achieved") (:end . 48)\n (:start . 40) (:id . 49))\n ((:tag . "IN") (:stem . "if") (:form . "if") (:end . 51) (:start . 49)\n (:id . 50))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 54) (:start . 52)\n (:id . 51))\n ((:tag . "VBP") (:stem . "take") (:form . "take") (:end . 59) (:start . 55)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 63) (:start . 60)\n (:id . 53))\n ((:tag . "JJ") (:stem . "hierarchical") (:form . "hierarchical") (:end . 76)\n (:start . 64) (:id . 54))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 86)\n (:start . 77) (:id . 55))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 89) (:start . 87)\n (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 93) (:start . 90)\n (:id . 57))\n ((:tag . "NN") (:stem . "concept") (:form . "concept") (:end . 101)\n (:start . 94) (:id . 58))\n ((:tag . "NNS") (:stem . "category") (:form . "categories") (:end . 112)\n (:start . 102) (:id . 59))\n ((:tag . "IN") (:stem . "into") (:form . "into") (:end . 117) (:start . 113)\n (:id . 60))\n ((:tag . "NN") (:stem . "account") (:form . "account") (:end . 125)\n (:start . 118) (:id . 61))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 126) (:start . 125)\n (:id . 62))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 130) (:start . 127)\n (:id . 63))\n ((:tag . "VB") (:stem . "look") (:form . "look") (:end . 135) (:start . 131)\n (:id . 64))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 138) (:start . 136)\n (:id . 65))\n ((:tag . "NNS") (:stem . "case") (:form . "cases") (:end . 144)\n (:start . 139) (:id . 66))\n ((:tag . "WRB") (:stem . "where") (:form . "where") (:end . 150)\n (:start . 145) (:id . 67))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 154) (:start . 151)\n (:id . 68))\n ((:tag . "NN") (:stem . "category") (:form . "category") (:end . 163)\n (:start . 155) (:id . 69))\n ((:tag . "VBN") (:stem . "assign") (:form . "assigned") (:end . 172)\n (:start . 164) (:id . 70))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 175) (:start . 173)\n (:id . 71))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 179) (:start . 176)\n (:id . 72))\n ((:tag . "NN") (:stem . "annotator") (:form . "annotator") (:end . 189)\n (:start . 180) (:id . 73))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 192) (:start . 190)\n (:id . 74))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 196) (:start . 193)\n (:id . 75))\n ((:tag . "NN") (:stem . "parent") (:form . "parent") (:end . 203)\n (:start . 197) (:id . 76))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 206) (:start . 204)\n (:id . 77))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 210) (:start . 207)\n (:id . 78))\n ((:tag . "NN") (:stem . "term") (:form . "term") (:end . 215) (:start . 211)\n (:id . 79))\n ((:tag . "VBN") (:stem . "assign") (:form . "assigned") (:end . 224)\n (:start . 216) (:id . 80))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 227) (:start . 225)\n (:id . 81))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 231) (:start . 228)\n (:id . 82))\n ((:tag . "JJ") (:stem . "other") (:form . "other") (:end . 237)\n (:start . 232) (:id . 83))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 238) (:start . 237)\n (:id . 84)))@@@1@43@((:identifiers (:sid . :s12.243) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504046@unknown@formal@none@1@S@If we map all concept categories to their top level supercategories, then agreement rates of up to 90% (after cycle C4) are achieved.@(((:tag . "IN") (:stem . "if") (:form . "If") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 5) (:start . 3)\n (:id . 43))\n ((:tag . "VBP") (:stem . "map") (:form . "map") (:end . 9) (:start . 6)\n (:id . 44))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 13) (:start . 10)\n (:id . 45))\n ((:tag . "NN") (:stem . "concept") (:form . "concept") (:end . 21)\n (:start . 14) (:id . 46))\n ((:tag . "NNS") (:stem . "category") (:form . "categories") (:end . 32)\n (:start . 22) (:id . 47))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 35) (:start . 33)\n (:id . 48))\n ((:tag . "PRP$") (:stem . "their") (:form . "their") (:end . 41)\n (:start . 36) (:id . 49))\n ((:tag . "JJ") (:stem . "top") (:form . "top") (:end . 45) (:start . 42)\n (:id . 50))\n ((:tag . "NN") (:stem . "level") (:form . "level") (:end . 51) (:start . 46)\n (:id . 51))\n ((:tag . "NNS") (:stem . "supercategory") (:form . "supercategories")\n (:end . 67) (:start . 52) (:id . 52))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 68) (:start . 67)\n (:id . 53))\n ((:tag . "RB") (:stem . "then") (:form . "then") (:end . 73) (:start . 69)\n (:id . 54))\n ((:tag . "NN") (:stem . "agreement") (:form . "agreement") (:end . 83)\n (:start . 74) (:id . 55))\n ((:tag . "NNS") (:stem . "rate") (:form . "rates") (:end . 89) (:start . 84)\n (:id . 56))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 92) (:start . 90)\n (:id . 57))\n ((:tag . "IN") (:stem . "up") (:form . "up") (:end . 95) (:start . 93)\n (:id . 58))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 98) (:start . 96)\n (:id . 59))\n ((:tag . "CD") (:stem . "90") (:form . "90") (:end . 101) (:start . 99)\n (:id . 60))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 102) (:start . 101)\n (:id . 61))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 104) (:start . 103)\n (:id . 62))\n ((:tag . "IN") (:stem . "after") (:form . "after") (:end . 109)\n (:start . 104) (:id . 63))\n ((:tag . "NN") (:stem . "cycle") (:form . "cycle") (:end . 115)\n (:start . 110) (:id . 64))\n ((:tag . "NN") (:stem . "c4") (:form . "C4") (:end . 118) (:start . 116)\n (:id . 65))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 119) (:start . 118)\n (:id . 66))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 123) (:start . 120)\n (:id . 67))\n ((:tag . "VBN") (:stem . "achieve") (:form . "achieved") (:end . 132)\n (:start . 124) (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 133) (:start . 132)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s12.244) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504047@unknown@formal@none@1@S@Results and discussion@(((:tag . "NNS") (:stem . "result") (:form . "Results") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 11) (:start . 8)\n (:id . 43))\n ((:tag . "NN") (:stem . "discussion") (:form . "discussion") (:end . 22)\n (:start . 12) (:id . 44)))@@@1@3@((:identifiers (:sid . :s12.245) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5504048@unknown@formal@none@1@S@Following the training period, the final annotated GREC was produced.@(((:tag . "VBG") (:stem . "follow") (:form . "Following") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 13) (:start . 10)\n (:id . 43))\n ((:tag . "NN") (:stem . "training") (:form . "training") (:end . 22)\n (:start . 14) (:id . 44))\n ((:tag . "NN") (:stem . "period") (:form . "period") (:end . 29)\n (:start . 23) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 30) (:start . 29)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 34) (:start . 31)\n (:id . 47))\n ((:tag . "JJ") (:stem . "final") (:form . "final") (:end . 40) (:start . 35)\n (:id . 48))\n ((:tag . "VBN") (:stem . "annotate") (:form . "annotated") (:end . 50)\n (:start . 41) (:id . 49))\n ((:tag . "NNP") (:stem . "GREC") (:form . "GREC") (:end . 55) (:start . 51)\n (:id . 50))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 59) (:start . 56)\n (:id . 51))\n ((:tag . "VBN") (:stem . "produce") (:form . "produced") (:end . 68)\n (:start . 60) (:id . 52))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 69) (:start . 68)\n (:id . 53)))@@@1@12@((:identifiers (:sid . :s12.246) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504049@unknown@formal@none@1@S@In this section, we provide details, statistics and analysis of this corpus.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "section") (:form . "section") (:end . 15)\n (:start . 8) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 16) (:start . 15)\n (:id . 45))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 19) (:start . 17)\n (:id . 46))\n ((:tag . "VBP") (:stem . "provide") (:form . "provide") (:end . 27)\n (:start . 20) (:id . 47))\n ((:tag . "NNS") (:stem . "detail") (:form . "details") (:end . 35)\n (:start . 28) (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 36) (:start . 35)\n (:id . 49))\n ((:tag . "NNS") (:stem . "statistic") (:form . "statistics") (:end . 47)\n (:start . 37) (:id . 50))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 51) (:start . 48)\n (:id . 51))\n ((:tag . "NN") (:stem . "analysis") (:form . "analysis") (:end . 60)\n (:start . 52) (:id . 52))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 63) (:start . 61)\n (:id . 53))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 68) (:start . 64)\n (:id . 54))\n ((:tag . "NN") (:stem . "corpus") (:form . "corpus") (:end . 75)\n (:start . 69) (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 76) (:start . 75)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s12.247) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504050@unknown@formal@none@1@S@Following some initial general statistics regarding the corpus, we move on to examine the most commonly annotated verbs and nominalised verbs on which events are centred.@(((:tag . "VBG") (:stem . "follow") (:form . "Following") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "some") (:form . "some") (:end . 14) (:start . 10)\n (:id . 43))\n ((:tag . "JJ") (:stem . "initial") (:form . "initial") (:end . 22)\n (:start . 15) (:id . 44))\n ((:tag . "JJ") (:stem . "general") (:form . "general") (:end . 30)\n (:start . 23) (:id . 45))\n ((:tag . "NNS") (:stem . "statistic") (:form . "statistics") (:end . 41)\n (:start . 31) (:id . 46))\n ((:tag . "VBG") (:stem . "regard") (:form . "regarding") (:end . 51)\n (:start . 42) (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 55) (:start . 52)\n (:id . 48))\n ((:tag . "NN") (:stem . "corpus") (:form . "corpus") (:end . 62)\n (:start . 56) (:id . 49))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 63) (:start . 62)\n (:id . 50))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 66) (:start . 64)\n (:id . 51))\n ((:tag . "VBP") (:stem . "move") (:form . "move") (:end . 71) (:start . 67)\n (:id . 52))\n ((:tag . "RP") (:stem . "on") (:form . "on") (:end . 74) (:start . 72)\n (:id . 53))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 77) (:start . 75)\n (:id . 54))\n ((:tag . "VB") (:stem . "examine") (:form . "examine") (:end . 85)\n (:start . 78) (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 89) (:start . 86)\n (:id . 56))\n ((:tag . "RBS") (:stem . "most") (:form . "most") (:end . 94) (:start . 90)\n (:id . 57))\n ((:tag . "RB") (:stem . "commonly") (:form . "commonly") (:end . 103)\n (:start . 95) (:id . 58))\n ((:tag . "VBN") (:stem . "annotate") (:form . "annotated") (:end . 113)\n (:start . 104) (:id . 59))\n ((:tag . "NNS") (:stem . "verb") (:form . "verbs") (:end . 119)\n (:start . 114) (:id . 60))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 123) (:start . 120)\n (:id . 61))\n ((:tag . "JJ") (:stem . "nominalised") (:form . "nominalised") (:end . 135)\n (:start . 124) (:id . 62))\n ((:tag . "NNS") (:stem . "verb") (:form . "verbs") (:end . 141)\n (:start . 136) (:id . 63))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 144) (:start . 142)\n (:id . 64))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 150)\n (:start . 145) (:id . 65))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 157)\n (:start . 151) (:id . 66))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 161) (:start . 158)\n (:id . 67))\n ((:tag . "VBN") (:stem . "centre") (:form . "centred") (:end . 169)\n (:start . 162) (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 170) (:start . 169)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s12.248) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504051@unknown@formal@none@1@S@Subsequently, we examine in more detail the arguments of events, including an analysis of the numbers of arguments that occur in different events, the distribution of different semantic argument types, and the most commonly occurring patterns of arguments.@(((:tag . "RB") (:stem . "subsequently") (:form . "Subsequently") (:end . 12)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 13) (:start . 12)\n (:id . 43))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 16) (:start . 14)\n (:id . 44))\n ((:tag . "VBP") (:stem . "examine") (:form . "examine") (:end . 24)\n (:start . 17) (:id . 45))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 27) (:start . 25)\n (:id . 46))\n ((:tag . "JJR") (:stem . "more") (:form . "more") (:end . 32) (:start . 28)\n (:id . 47))\n ((:tag . "NN") (:stem . "detail") (:form . "detail") (:end . 39)\n (:start . 33) (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 43) (:start . 40)\n (:id . 49))\n ((:tag . "NNS") (:stem . "argument") (:form . "arguments") (:end . 53)\n (:start . 44) (:id . 50))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 56) (:start . 54)\n (:id . 51))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 63)\n (:start . 57) (:id . 52))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 64) (:start . 63)\n (:id . 53))\n ((:tag . "VBG") (:stem . "include") (:form . "including") (:end . 74)\n (:start . 65) (:id . 54))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 77) (:start . 75)\n (:id . 55))\n ((:tag . "NN") (:stem . "analysis") (:form . "analysis") (:end . 86)\n (:start . 78) (:id . 56))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 89) (:start . 87)\n (:id . 57))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 93) (:start . 90)\n (:id . 58))\n ((:tag . "NNS") (:stem . "number") (:form . "numbers") (:end . 101)\n (:start . 94) (:id . 59))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 104) (:start . 102)\n (:id . 60))\n ((:tag . "NNS") (:stem . "argument") (:form . "arguments") (:end . 114)\n (:start . 105) (:id . 61))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 119) (:start . 115)\n (:id . 62))\n ((:tag . "VBP") (:stem . "occur") (:form . "occur") (:end . 125)\n (:start . 120) (:id . 63))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 128) (:start . 126)\n (:id . 64))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 138)\n (:start . 129) (:id . 65))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 145)\n (:start . 139) (:id . 66))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 146) (:start . 145)\n (:id . 67))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 150) (:start . 147)\n (:id . 68))\n ((:tag . "NN") (:stem . "distribution") (:form . "distribution") (:end . 163)\n (:start . 151) (:id . 69))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 166) (:start . 164)\n (:id . 70))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 176)\n (:start . 167) (:id . 71))\n ((:tag . "JJ") (:stem . "semantic") (:form . "semantic") (:end . 185)\n (:start . 177) (:id . 72))\n ((:tag . "NN") (:stem . "argument") (:form . "argument") (:end . 194)\n (:start . 186) (:id . 73))\n ((:tag . "NNS") (:stem . "type") (:form . "types") (:end . 200)\n (:start . 195) (:id . 74))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 201) (:start . 200)\n (:id . 75))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 205) (:start . 202)\n (:id . 76))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 209) (:start . 206)\n (:id . 77))\n ((:tag . "RBS") (:stem . "most") (:form . "most") (:end . 214) (:start . 210)\n (:id . 78))\n ((:tag . "RB") (:stem . "commonly") (:form . "commonly") (:end . 223)\n (:start . 215) (:id . 79))\n ((:tag . "VBG") (:stem . "occur") (:form . "occurring") (:end . 233)\n (:start . 224) (:id . 80))\n ((:tag . "NNS") (:stem . "pattern") (:form . "patterns") (:end . 242)\n (:start . 234) (:id . 81))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 245) (:start . 243)\n (:id . 82))\n ((:tag . "NNS") (:stem . "argument") (:form . "arguments") (:end . 255)\n (:start . 246) (:id . 83))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 256) (:start . 255)\n (:id . 84)))@@@1@43@((:identifiers (:sid . :s12.249) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504052@unknown@formal@none@1@S@Biological concept assignment is then covered, including the distribution of the assigned concepts amongst the five different supercategories, together with an analysis of the most commonly assigned concepts.@(((:tag . "JJ") (:stem . "biological") (:form . "Biological") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "concept") (:form . "concept") (:end . 18)\n (:start . 11) (:id . 43))\n ((:tag . "NN") (:stem . "assignment") (:form . "assignment") (:end . 29)\n (:start . 19) (:id . 44))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 32) (:start . 30)\n (:id . 45))\n ((:tag . "RB") (:stem . "then") (:form . "then") (:end . 37) (:start . 33)\n (:id . 46))\n ((:tag . "VBN") (:stem . "cover") (:form . "covered") (:end . 45)\n (:start . 38) (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 46) (:start . 45)\n (:id . 48))\n ((:tag . "VBG") (:stem . "include") (:form . "including") (:end . 56)\n (:start . 47) (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 60) (:start . 57)\n (:id . 50))\n ((:tag . "NN") (:stem . "distribution") (:form . "distribution") (:end . 73)\n (:start . 61) (:id . 51))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 76) (:start . 74)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 80) (:start . 77)\n (:id . 53))\n ((:tag . "VBN") (:stem . "assign") (:form . "assigned") (:end . 89)\n (:start . 81) (:id . 54))\n ((:tag . "NNS") (:stem . "concept") (:form . "concepts") (:end . 98)\n (:start . 90) (:id . 55))\n ((:tag . "IN") (:stem . "amongst") (:form . "amongst") (:end . 106)\n (:start . 99) (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 110) (:start . 107)\n (:id . 57))\n ((:tag . "CD") (:stem . "five") (:form . "five") (:end . 115) (:start . 111)\n (:id . 58))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 125)\n (:start . 116) (:id . 59))\n ((:tag . "NNS") (:stem . "supercategory") (:form . "supercategories")\n (:end . 141) (:start . 126) (:id . 60))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 142) (:start . 141)\n (:id . 61))\n ((:tag . "RB") (:stem . "together") (:form . "together") (:end . 151)\n (:start . 143) (:id . 62))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 156) (:start . 152)\n (:id . 63))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 159) (:start . 157)\n (:id . 64))\n ((:tag . "NN") (:stem . "analysis") (:form . "analysis") (:end . 168)\n (:start . 160) (:id . 65))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 171) (:start . 169)\n (:id . 66))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 175) (:start . 172)\n (:id . 67))\n ((:tag . "RBS") (:stem . "most") (:form . "most") (:end . 180) (:start . 176)\n (:id . 68))\n ((:tag . "RB") (:stem . "commonly") (:form . "commonly") (:end . 189)\n (:start . 181) (:id . 69))\n ((:tag . "VBN") (:stem . "assign") (:form . "assigned") (:end . 198)\n (:start . 190) (:id . 70))\n ((:tag . "NNS") (:stem . "concept") (:form . "concepts") (:end . 207)\n (:start . 199) (:id . 71))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 208) (:start . 207)\n (:id . 72)))@@@1@31@((:identifiers (:sid . :s12.250) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504053@unknown@formal@none@1@S@Finally, we consider quality control of the GREC, including both IAA scores and annotator discrepancies that were found through manual examination of the corpus.@(((:tag . "RB") (:stem . "finally") (:form . "Finally") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "VBP") (:stem . "consider") (:form . "consider") (:end . 20)\n (:start . 12) (:id . 45))\n ((:tag . "NN") (:stem . "quality") (:form . "quality") (:end . 28)\n (:start . 21) (:id . 46))\n ((:tag . "NN") (:stem . "control") (:form . "control") (:end . 36)\n (:start . 29) (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 39) (:start . 37)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 43) (:start . 40)\n (:id . 49))\n ((:tag . "NNP") (:stem . "GREC") (:form . "GREC") (:end . 48) (:start . 44)\n (:id . 50))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 49) (:start . 48)\n (:id . 51))\n ((:tag . "VBG") (:stem . "include") (:form . "including") (:end . 59)\n (:start . 50) (:id . 52))\n ((:tag . "DT") (:stem . "both") (:form . "both") (:end . 64) (:start . 60)\n (:id . 53))\n ((:tag . "NNP") (:stem . "IAA") (:form . "IAA") (:end . 68) (:start . 65)\n (:id . 54))\n ((:tag . "NNS") (:stem . "score") (:form . "scores") (:end . 75)\n (:start . 69) (:id . 55))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 79) (:start . 76)\n (:id . 56))\n ((:tag . "NN") (:stem . "annotator") (:form . "annotator") (:end . 89)\n (:start . 80) (:id . 57))\n ((:tag . "NNS") (:stem . "discrepancy") (:form . "discrepancies")\n (:end . 103) (:start . 90) (:id . 58))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 108) (:start . 104)\n (:id . 59))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 113) (:start . 109)\n (:id . 60))\n ((:tag . "VBN") (:stem . "find") (:form . "found") (:end . 119)\n (:start . 114) (:id . 61))\n ((:tag . "IN") (:stem . "through") (:form . "through") (:end . 127)\n (:start . 120) (:id . 62))\n ((:tag . "JJ") (:stem . "manual") (:form . "manual") (:end . 134)\n (:start . 128) (:id . 63))\n ((:tag . "NN") (:stem . "examination") (:form . "examination") (:end . 146)\n (:start . 135) (:id . 64))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 149) (:start . 147)\n (:id . 65))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 153) (:start . 150)\n (:id . 66))\n ((:tag . "NN") (:stem . "corpus") (:form . "corpus") (:end . 160)\n (:start . 154) (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 161) (:start . 160)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s12.251) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504054@unknown@formal@none@1@S@Corpus characteristics and statistics@(((:tag . "NN") (:stem . "corpus") (:form . "Corpus") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "characteristic") (:form . "characteristics")\n (:end . 22) (:start . 7) (:id . 43))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 26) (:start . 23)\n (:id . 44))\n ((:tag . "NNS") (:stem . "statistic") (:form . "statistics") (:end . 37)\n (:start . 27) (:id . 45)))@@@1@4@((:identifiers (:sid . :s12.252) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504055@unknown@formal@none@1@S@Candidate abstracts for annotation for the final GREC were selected from species-specific corpora of MEDLINE abstracts collected by EMBL-EBI, who chose abstracts relevant to the E. coli and human species using their own rule-based species-filtering methods.@(((:tag . "NN") (:stem . "candidate") (:form . "Candidate") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "abstract") (:form . "abstracts") (:end . 19)\n (:start . 10) (:id . 43))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 23) (:start . 20)\n (:id . 44))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 34)\n (:start . 24) (:id . 45))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 38) (:start . 35)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 42) (:start . 39)\n (:id . 47))\n ((:tag . "JJ") (:stem . "final") (:form . "final") (:end . 48) (:start . 43)\n (:id . 48))\n ((:tag . "NNP") (:stem . "GREC") (:form . "GREC") (:end . 53) (:start . 49)\n (:id . 49))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 58) (:start . 54)\n (:id . 50))\n ((:tag . "VBN") (:stem . "select") (:form . "selected") (:end . 67)\n (:start . 59) (:id . 51))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 72) (:start . 68)\n (:id . 52))\n ((:tag . "JJ") (:stem . "species-specific") (:form . "species-specific")\n (:end . 89) (:start . 73) (:id . 53))\n ((:tag . "NN") (:stem . "corpora") (:form . "corpora") (:end . 97)\n (:start . 90) (:id . 54))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 100) (:start . 98)\n (:id . 55))\n ((:tag . "NNP") (:stem . "MEDLINE") (:form . "MEDLINE") (:end . 108)\n (:start . 101) (:id . 56))\n ((:tag . "NNS") (:stem . "abstract") (:form . "abstracts") (:end . 118)\n (:start . 109) (:id . 57))\n ((:tag . "VBN") (:stem . "collect") (:form . "collected") (:end . 128)\n (:start . 119) (:id . 58))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 131) (:start . 129)\n (:id . 59))\n ((:tag . "NNP") (:stem . "EMBL-EBI") (:form . "EMBL-EBI") (:end . 140)\n (:start . 132) (:id . 60))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 141) (:start . 140)\n (:id . 61))\n ((:tag . "WP") (:stem . "who") (:form . "who") (:end . 145) (:start . 142)\n (:id . 62))\n ((:tag . "VBD") (:stem . "choose") (:form . "chose") (:end . 151)\n (:start . 146) (:id . 63))\n ((:tag . "NNS") (:stem . "abstract") (:form . "abstracts") (:end . 161)\n (:start . 152) (:id . 64))\n ((:tag . "JJ") (:stem . "relevant") (:form . "relevant") (:end . 170)\n (:start . 162) (:id . 65))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 173) (:start . 171)\n (:id . 66))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 177) (:start . 174)\n (:id . 67))\n ((:tag . "FW") (:stem . "e.") (:form . "E.") (:end . 180) (:start . 178)\n (:id . 68))\n ((:tag . "FW") (:stem . "coli") (:form . "coli") (:end . 185) (:start . 181)\n (:id . 69))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 189) (:start . 186)\n (:id . 70))\n ((:tag . "JJ") (:stem . "human") (:form . "human") (:end . 195)\n (:start . 190) (:id . 71))\n ((:tag . "NNS") (:stem . "specie") (:form . "species") (:end . 203)\n (:start . 196) (:id . 72))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 209) (:start . 204)\n (:id . 73))\n ((:tag . "PRP$") (:stem . "their") (:form . "their") (:end . 215)\n (:start . 210) (:id . 74))\n ((:tag . "JJ") (:stem . "own") (:form . "own") (:end . 219) (:start . 216)\n (:id . 75))\n ((:tag . "JJ") (:stem . "rule-based") (:form . "rule-based") (:end . 230)\n (:start . 220) (:id . 76))\n ((:tag . "JJ") (:stem . "species-filtering") (:form . "species-filtering")\n (:end . 248) (:start . 231) (:id . 77))\n ((:tag . "NNS") (:stem . "method") (:form . "methods") (:end . 256)\n (:start . 249) (:id . 78))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 257) (:start . 256)\n (:id . 79)))@@@1@38@((:identifiers (:sid . :s12.253) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504056@unknown@formal@none@1@S@The candidate abstracts were further screened for relevance to gene regulation by one of the authors with biological expertise.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "candidate") (:form . "candidate") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "NNS") (:stem . "abstract") (:form . "abstracts") (:end . 23)\n (:start . 14) (:id . 44))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 28) (:start . 24)\n (:id . 45))\n ((:tag . "RB") (:stem . "further") (:form . "further") (:end . 36)\n (:start . 29) (:id . 46))\n ((:tag . "VBN") (:stem . "screen") (:form . "screened") (:end . 45)\n (:start . 37) (:id . 47))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 49) (:start . 46)\n (:id . 48))\n ((:tag . "NN") (:stem . "relevance") (:form . "relevance") (:end . 59)\n (:start . 50) (:id . 49))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 62) (:start . 60)\n (:id . 50))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 67) (:start . 63)\n (:id . 51))\n ((:tag . "NN") (:stem . "regulation") (:form . "regulation") (:end . 78)\n (:start . 68) (:id . 52))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 81) (:start . 79)\n (:id . 53))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 85) (:start . 82)\n (:id . 54))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 88) (:start . 86)\n (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 92) (:start . 89)\n (:id . 56))\n ((:tag . "NNS") (:stem . "author") (:form . "authors") (:end . 100)\n (:start . 93) (:id . 57))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 105) (:start . 101)\n (:id . 58))\n ((:tag . "JJ") (:stem . "biological") (:form . "biological") (:end . 116)\n (:start . 106) (:id . 59))\n ((:tag . "NN") (:stem . "expertise") (:form . "expertise") (:end . 126)\n (:start . 117) (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 127) (:start . 126)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s12.254) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504057@unknown@formal@none@1@S@General statistics regarding the GREC are shown in Table 4.@(((:tag . "JJ") (:stem . "general") (:form . "General") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "statistic") (:form . "statistics") (:end . 18)\n (:start . 8) (:id . 43))\n ((:tag . "VBG") (:stem . "regard") (:form . "regarding") (:end . 28)\n (:start . 19) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 32) (:start . 29)\n (:id . 45))\n ((:tag . "NNP") (:stem . "GREC") (:form . "GREC") (:end . 37) (:start . 33)\n (:id . 46))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 41) (:start . 38)\n (:id . 47))\n ((:tag . "VBN") (:stem . "show") (:form . "shown") (:end . 47) (:start . 42)\n (:id . 48))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 50) (:start . 48)\n (:id . 49))\n ((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 56) (:start . 51)\n (:id . 50))\n ((:tag . "CD") (:stem . "4") (:form . "4") (:end . 58) (:start . 57)\n (:id . 51))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 59) (:start . 58)\n (:id . 52)))@@@1@11@((:identifiers (:sid . :s12.255) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504058@unknown@formal@none@1@S@The effort expended by the 6 annotators amounted to a total of 876 person hours (equivalent to 6.4 person months).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "effort") (:form . "effort") (:end . 10) (:start . 4)\n (:id . 43))\n ((:tag . "VBN") (:stem . "expend") (:form . "expended") (:end . 19)\n (:start . 11) (:id . 44))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 22) (:start . 20)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 26) (:start . 23)\n (:id . 46))\n ((:tag . "CD") (:stem . "6") (:form . "6") (:end . 28) (:start . 27)\n (:id . 47))\n ((:tag . "NNS") (:stem . "annotator") (:form . "annotators") (:end . 39)\n (:start . 29) (:id . 48))\n ((:tag . "VBD") (:stem . "amounte") (:form . "amounted") (:end . 48)\n (:start . 40) (:id . 49))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 51) (:start . 49)\n (:id . 50))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 53) (:start . 52)\n (:id . 51))\n ((:tag . "NN") (:stem . "total") (:form . "total") (:end . 59) (:start . 54)\n (:id . 52))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 62) (:start . 60)\n (:id . 53))\n ((:tag . "CD") (:stem . "876") (:form . "876") (:end . 66) (:start . 63)\n (:id . 54))\n ((:tag . "NN") (:stem . "person") (:form . "person") (:end . 73)\n (:start . 67) (:id . 55))\n ((:tag . "NNS") (:stem . "hour") (:form . "hours") (:end . 79) (:start . 74)\n (:id . 56))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 81) (:start . 80)\n (:id . 57))\n ((:tag . "JJ") (:stem . "equivalent") (:form . "equivalent") (:end . 91)\n (:start . 81) (:id . 58))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 94) (:start . 92)\n (:id . 59))\n ((:tag . "CD") (:stem . "6.4") (:form . "6.4") (:end . 98) (:start . 95)\n (:id . 60))\n ((:tag . "NN") (:stem . "person") (:form . "person") (:end . 105)\n (:start . 99) (:id . 61))\n ((:tag . "NNS") (:stem . "month") (:form . "months") (:end . 112)\n (:start . 106) (:id . 62))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 113) (:start . 112)\n (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 114) (:start . 113)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s12.256) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504059@unknown@formal@none@1@S@General corpus statistics@(((:tag . "JJ") (:stem . "general") (:form . "General") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "corpus") (:form . "corpus") (:end . 14) (:start . 8)\n (:id . 43))\n ((:tag . "NNS") (:stem . "statistic") (:form . "statistics") (:end . 25)\n (:start . 15) (:id . 44)))@@@1@3@((:identifiers (:sid . :s12.257) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|TableLegend|)))@oe@9-2-2011 5504060@unknown@formal@none@1@S@The statistics in Table 4 reinforce the importance of considering events that are described by nominalised verbs as well as those that are described by verbs.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "statistic") (:form . "statistics") (:end . 14)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 17) (:start . 15)\n (:id . 44))\n ((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 23) (:start . 18)\n (:id . 45))\n ((:tag . "CD") (:stem . "4") (:form . "4") (:end . 25) (:start . 24)\n (:id . 46))\n ((:tag . "NN") (:stem . "reinforce") (:form . "reinforce") (:end . 35)\n (:start . 26) (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 39) (:start . 36)\n (:id . 48))\n ((:tag . "NN") (:stem . "importance") (:form . "importance") (:end . 50)\n (:start . 40) (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 53) (:start . 51)\n (:id . 50))\n ((:tag . "VBG") (:stem . "consider") (:form . "considering") (:end . 65)\n (:start . 54) (:id . 51))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 72)\n (:start . 66) (:id . 52))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 77) (:start . 73)\n (:id . 53))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 81) (:start . 78)\n (:id . 54))\n ((:tag . "VBN") (:stem . "describe") (:form . "described") (:end . 91)\n (:start . 82) (:id . 55))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 94) (:start . 92)\n (:id . 56))\n ((:tag . "JJ") (:stem . "nominalised") (:form . "nominalised") (:end . 106)\n (:start . 95) (:id . 57))\n ((:tag . "NNS") (:stem . "verb") (:form . "verbs") (:end . 112)\n (:start . 107) (:id . 58))\n ((:tag . "RB") (:stem . "as") (:form . "as") (:end . 115) (:start . 113)\n (:id . 59))\n ((:tag . "RB") (:stem . "well") (:form . "well") (:end . 120) (:start . 116)\n (:id . 60))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 123) (:start . 121)\n (:id . 61))\n ((:tag . "DT") (:stem . "those") (:form . "those") (:end . 129)\n (:start . 124) (:id . 62))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 134) (:start . 130)\n (:id . 63))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 138) (:start . 135)\n (:id . 64))\n ((:tag . "VBN") (:stem . "describe") (:form . "described") (:end . 148)\n (:start . 139) (:id . 65))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 151) (:start . 149)\n (:id . 66))\n ((:tag . "NNS") (:stem . "verb") (:form . "verbs") (:end . 157)\n (:start . 152) (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 158) (:start . 157)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s12.258) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504061@unknown@formal@none@1@S@In the E. coli corpus, events that are centred on nominalised verbs are almost as common as those centred on verbs, although the range of different words that are used to describe events is much greater for verbs than for nominalised verbs.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "FW") (:stem . "e.") (:form . "E.") (:end . 9) (:start . 7)\n (:id . 44))\n ((:tag . "FW") (:stem . "coli") (:form . "coli") (:end . 14) (:start . 10)\n (:id . 45))\n ((:tag . "NN") (:stem . "corpus") (:form . "corpus") (:end . 21)\n (:start . 15) (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 22) (:start . 21)\n (:id . 47))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 29)\n (:start . 23) (:id . 48))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 34) (:start . 30)\n (:id . 49))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 38) (:start . 35)\n (:id . 50))\n ((:tag . "VBN") (:stem . "centre") (:form . "centred") (:end . 46)\n (:start . 39) (:id . 51))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 49) (:start . 47)\n (:id . 52))\n ((:tag . "JJ") (:stem . "nominalised") (:form . "nominalised") (:end . 61)\n (:start . 50) (:id . 53))\n ((:tag . "NNS") (:stem . "verb") (:form . "verbs") (:end . 67) (:start . 62)\n (:id . 54))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 71) (:start . 68)\n (:id . 55))\n ((:tag . "RB") (:stem . "almost") (:form . "almost") (:end . 78)\n (:start . 72) (:id . 56))\n ((:tag . "RB") (:stem . "as") (:form . "as") (:end . 81) (:start . 79)\n (:id . 57))\n ((:tag . "JJ") (:stem . "common") (:form . "common") (:end . 88)\n (:start . 82) (:id . 58))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 91) (:start . 89)\n (:id . 59))\n ((:tag . "DT") (:stem . "those") (:form . "those") (:end . 97) (:start . 92)\n (:id . 60))\n ((:tag . "VBN") (:stem . "centre") (:form . "centred") (:end . 105)\n (:start . 98) (:id . 61))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 108) (:start . 106)\n (:id . 62))\n ((:tag . "NNS") (:stem . "verb") (:form . "verbs") (:end . 114)\n (:start . 109) (:id . 63))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 115) (:start . 114)\n (:id . 64))\n ((:tag . "IN") (:stem . "although") (:form . "although") (:end . 124)\n (:start . 116) (:id . 65))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 128) (:start . 125)\n (:id . 66))\n ((:tag . "NN") (:stem . "range") (:form . "range") (:end . 134)\n (:start . 129) (:id . 67))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 137) (:start . 135)\n (:id . 68))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 147)\n (:start . 138) (:id . 69))\n ((:tag . "NNS") (:stem . "word") (:form . "words") (:end . 153)\n (:start . 148) (:id . 70))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 158) (:start . 154)\n (:id . 71))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 162) (:start . 159)\n (:id . 72))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 167) (:start . 163)\n (:id . 73))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 170) (:start . 168)\n (:id . 74))\n ((:tag . "VB") (:stem . "describe") (:form . "describe") (:end . 179)\n (:start . 171) (:id . 75))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 186)\n (:start . 180) (:id . 76))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 189) (:start . 187)\n (:id . 77))\n ((:tag . "RB") (:stem . "much") (:form . "much") (:end . 194) (:start . 190)\n (:id . 78))\n ((:tag . "JJR") (:stem . "great") (:form . "greater") (:end . 202)\n (:start . 195) (:id . 79))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 206) (:start . 203)\n (:id . 80))\n ((:tag . "NNS") (:stem . "verb") (:form . "verbs") (:end . 212)\n (:start . 207) (:id . 81))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 217) (:start . 213)\n (:id . 82))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 221) (:start . 218)\n (:id . 83))\n ((:tag . "JJ") (:stem . "nominalised") (:form . "nominalised") (:end . 233)\n (:start . 222) (:id . 84))\n ((:tag . "NNS") (:stem . "verb") (:form . "verbs") (:end . 239)\n (:start . 234) (:id . 85))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 240) (:start . 239)\n (:id . 86)))@@@1@45@((:identifiers (:sid . :s12.259) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504062@unknown@formal@none@1@S@Verbs and nominalised verbs expressing events@(((:tag . "NNS") (:stem . "verb") (:form . "Verbs") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 9) (:start . 6)\n (:id . 43))\n ((:tag . "JJ") (:stem . "nominalised") (:form . "nominalised") (:end . 21)\n (:start . 10) (:id . 44))\n ((:tag . "NNS") (:stem . "verb") (:form . "verbs") (:end . 27) (:start . 22)\n (:id . 45))\n ((:tag . "VBG") (:stem . "express") (:form . "expressing") (:end . 38)\n (:start . 28) (:id . 46))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 45)\n (:start . 39) (:id . 47)))@@@1@6@((:identifiers (:sid . :s12.260) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504063@unknown@formal@none@1@S@Table 5 shows the top 10 most common words (verbs and nominalised verbs) which express events, both in the corpus as a whole, and separately for the E. coli and human parts of the corpus.@(((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "CD") (:stem . "5") (:form . "5") (:end . 7) (:start . 6)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "show") (:form . "shows") (:end . 13) (:start . 8)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 17) (:start . 14)\n (:id . 45))\n ((:tag . "JJ") (:stem . "top") (:form . "top") (:end . 21) (:start . 18)\n (:id . 46))\n ((:tag . "CD") (:stem . "10") (:form . "10") (:end . 24) (:start . 22)\n (:id . 47))\n ((:tag . "RBS") (:stem . "most") (:form . "most") (:end . 29) (:start . 25)\n (:id . 48))\n ((:tag . "JJ") (:stem . "common") (:form . "common") (:end . 36)\n (:start . 30) (:id . 49))\n ((:tag . "NNS") (:stem . "word") (:form . "words") (:end . 42) (:start . 37)\n (:id . 50))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 44) (:start . 43)\n (:id . 51))\n ((:tag . "NNS") (:stem . "verb") (:form . "verbs") (:end . 49) (:start . 44)\n (:id . 52))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 53) (:start . 50)\n (:id . 53))\n ((:tag . "JJ") (:stem . "nominalised") (:form . "nominalised") (:end . 65)\n (:start . 54) (:id . 54))\n ((:tag . "NNS") (:stem . "verb") (:form . "verbs") (:end . 71) (:start . 66)\n (:id . 55))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 72) (:start . 71)\n (:id . 56))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 78) (:start . 73)\n (:id . 57))\n ((:tag . "VBP") (:stem . "express") (:form . "express") (:end . 86)\n (:start . 79) (:id . 58))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 93)\n (:start . 87) (:id . 59))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 94) (:start . 93)\n (:id . 60))\n ((:tag . "CC") (:stem . "both") (:form . "both") (:end . 99) (:start . 95)\n (:id . 61))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 102) (:start . 100)\n (:id . 62))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 106) (:start . 103)\n (:id . 63))\n ((:tag . "NN") (:stem . "corpus") (:form . "corpus") (:end . 113)\n (:start . 107) (:id . 64))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 116) (:start . 114)\n (:id . 65))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 118) (:start . 117)\n (:id . 66))\n ((:tag . "NN") (:stem . "whole") (:form . "whole") (:end . 124)\n (:start . 119) (:id . 67))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 125) (:start . 124)\n (:id . 68))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 129) (:start . 126)\n (:id . 69))\n ((:tag . "RB") (:stem . "separately") (:form . "separately") (:end . 140)\n (:start . 130) (:id . 70))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 144) (:start . 141)\n (:id . 71))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 148) (:start . 145)\n (:id . 72))\n ((:tag . "FW") (:stem . "e.") (:form . "E.") (:end . 151) (:start . 149)\n (:id . 73))\n ((:tag . "FW") (:stem . "coli") (:form . "coli") (:end . 156) (:start . 152)\n (:id . 74))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 160) (:start . 157)\n (:id . 75))\n ((:tag . "JJ") (:stem . "human") (:form . "human") (:end . 166)\n (:start . 161) (:id . 76))\n ((:tag . "NNS") (:stem . "part") (:form . "parts") (:end . 172)\n (:start . 167) (:id . 77))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 175) (:start . 173)\n (:id . 78))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 179) (:start . 176)\n (:id . 79))\n ((:tag . "NN") (:stem . "corpus") (:form . "corpus") (:end . 186)\n (:start . 180) (:id . 80))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 187) (:start . 186)\n (:id . 81)))@@@1@40@((:identifiers (:sid . :s12.261) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504064@unknown@formal@none@1@S@In each case, events centred on these 10 words constitute 45 - 50% of the total events annotated, suggesting that the majority of relevant events are centred on a relatively small set of words.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "case") (:form . "case") (:end . 12) (:start . 8)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 13) (:start . 12)\n (:id . 45))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 20)\n (:start . 14) (:id . 46))\n ((:tag . "VBN") (:stem . "centre") (:form . "centred") (:end . 28)\n (:start . 21) (:id . 47))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 31) (:start . 29)\n (:id . 48))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 37) (:start . 32)\n (:id . 49))\n ((:tag . "CD") (:stem . "10") (:form . "10") (:end . 40) (:start . 38)\n (:id . 50))\n ((:tag . "NNS") (:stem . "word") (:form . "words") (:end . 46) (:start . 41)\n (:id . 51))\n ((:tag . "VBP") (:stem . "constitute") (:form . "constitute") (:end . 57)\n (:start . 47) (:id . 52))\n ((:tag . "CD") (:stem . "45") (:form . "45") (:end . 60) (:start . 58)\n (:id . 53))\n ((:tag . "HYPH") (:stem . "-") (:form . "-") (:end . 62) (:start . 61)\n (:id . 54))\n ((:tag . "CD") (:stem . "50") (:form . "50") (:end . 65) (:start . 63)\n (:id . 55))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 66) (:start . 65)\n (:id . 56))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 69) (:start . 67)\n (:id . 57))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 73) (:start . 70)\n (:id . 58))\n ((:tag . "JJ") (:stem . "total") (:form . "total") (:end . 79) (:start . 74)\n (:id . 59))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 86)\n (:start . 80) (:id . 60))\n ((:tag . "VBN") (:stem . "annotate") (:form . "annotated") (:end . 96)\n (:start . 87) (:id . 61))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 97) (:start . 96)\n (:id . 62))\n ((:tag . "VBG") (:stem . "suggest") (:form . "suggesting") (:end . 108)\n (:start . 98) (:id . 63))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 113) (:start . 109)\n (:id . 64))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 117) (:start . 114)\n (:id . 65))\n ((:tag . "NN") (:stem . "majority") (:form . "majority") (:end . 126)\n (:start . 118) (:id . 66))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 129) (:start . 127)\n (:id . 67))\n ((:tag . "JJ") (:stem . "relevant") (:form . "relevant") (:end . 138)\n (:start . 130) (:id . 68))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 145)\n (:start . 139) (:id . 69))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 149) (:start . 146)\n (:id . 70))\n ((:tag . "VBN") (:stem . "centre") (:form . "centred") (:end . 157)\n (:start . 150) (:id . 71))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 160) (:start . 158)\n (:id . 72))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 162) (:start . 161)\n (:id . 73))\n ((:tag . "RB") (:stem . "relatively") (:form . "relatively") (:end . 173)\n (:start . 163) (:id . 74))\n ((:tag . "JJ") (:stem . "small") (:form . "small") (:end . 179)\n (:start . 174) (:id . 75))\n ((:tag . "NN") (:stem . "set") (:form . "set") (:end . 183) (:start . 180)\n (:id . 76))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 186) (:start . 184)\n (:id . 77))\n ((:tag . "NNS") (:stem . "word") (:form . "words") (:end . 192)\n (:start . 187) (:id . 78))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 193) (:start . 192)\n (:id . 79)))@@@1@38@((:hcues ((:id . :x12.262.1) (:span 98 108)))\n (:hscopes ((:id . :x12.262.1) (:span 98 192)))\n (:identifiers (:sid . :s12.262) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504065@unknown@formal@none@1@S@Indeed, in the corpus as a whole, only 55 words (either verbs or nominalised verbs) have been used to annotate 10 or more events.@(((:tag . "RB") (:stem . "indeed") (:form . "Indeed") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 7) (:start . 6) (:id . 43))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 10) (:start . 8)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 14) (:start . 11)\n (:id . 45))\n ((:tag . "NN") (:stem . "corpus") (:form . "corpus") (:end . 21)\n (:start . 15) (:id . 46))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 24) (:start . 22)\n (:id . 47))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 26) (:start . 25)\n (:id . 48))\n ((:tag . "NN") (:stem . "whole") (:form . "whole") (:end . 32) (:start . 27)\n (:id . 49))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 33) (:start . 32)\n (:id . 50))\n ((:tag . "RB") (:stem . "only") (:form . "only") (:end . 38) (:start . 34)\n (:id . 51))\n ((:tag . "CD") (:stem . "55") (:form . "55") (:end . 41) (:start . 39)\n (:id . 52))\n ((:tag . "NNS") (:stem . "word") (:form . "words") (:end . 47) (:start . 42)\n (:id . 53))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 49) (:start . 48)\n (:id . 54))\n ((:tag . "CC") (:stem . "either") (:form . "either") (:end . 55)\n (:start . 49) (:id . 55))\n ((:tag . "NNS") (:stem . "verb") (:form . "verbs") (:end . 61) (:start . 56)\n (:id . 56))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 64) (:start . 62)\n (:id . 57))\n ((:tag . "JJ") (:stem . "nominalised") (:form . "nominalised") (:end . 76)\n (:start . 65) (:id . 58))\n ((:tag . "NNS") (:stem . "verb") (:form . "verbs") (:end . 82) (:start . 77)\n (:id . 59))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 83) (:start . 82)\n (:id . 60))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 88) (:start . 84)\n (:id . 61))\n ((:tag . "VBN") (:stem . "be") (:form . "been") (:end . 93) (:start . 89)\n (:id . 62))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 98) (:start . 94)\n (:id . 63))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 101) (:start . 99)\n (:id . 64))\n ((:tag . "VB") (:stem . "annotate") (:form . "annotate") (:end . 110)\n (:start . 102) (:id . 65))\n ((:tag . "CD") (:stem . "10") (:form . "10") (:end . 113) (:start . 111)\n (:id . 66))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 116) (:start . 114)\n (:id . 67))\n ((:tag . "JJR") (:stem . "more") (:form . "more") (:end . 121) (:start . 117)\n (:id . 68))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 128)\n (:start . 122) (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 129) (:start . 128)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s12.263) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504066@unknown@formal@none@1@S@Most common words describing events@(((:tag . "JJS") (:stem . "most") (:form . "Most") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "common") (:form . "common") (:end . 11) (:start . 5)\n (:id . 43))\n ((:tag . "NNS") (:stem . "word") (:form . "words") (:end . 17) (:start . 12)\n (:id . 44))\n ((:tag . "VBG") (:stem . "describe") (:form . "describing") (:end . 28)\n (:start . 18) (:id . 45))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 35)\n (:start . 29) (:id . 46)))@@@1@5@((:identifiers (:sid . :s12.264) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|TableLegend|)))@oe@9-2-2011 5504067@unknown@formal@none@1@S@Most of the words in Table 5 correspond to important biological processes.@(((:tag . "JJS") (:stem . "most") (:form . "Most") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 11) (:start . 8)\n (:id . 44))\n ((:tag . "NNS") (:stem . "word") (:form . "words") (:end . 17) (:start . 12)\n (:id . 45))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 20) (:start . 18)\n (:id . 46))\n ((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 26) (:start . 21)\n (:id . 47))\n ((:tag . "CD") (:stem . "5") (:form . "5") (:end . 28) (:start . 27)\n (:id . 48))\n ((:tag . "VBP") (:stem . "correspond") (:form . "correspond") (:end . 39)\n (:start . 29) (:id . 49))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 42) (:start . 40)\n (:id . 50))\n ((:tag . "JJ") (:stem . "important") (:form . "important") (:end . 52)\n (:start . 43) (:id . 51))\n ((:tag . "JJ") (:stem . "biological") (:form . "biological") (:end . 63)\n (:start . 53) (:id . 52))\n ((:tag . "NNS") (:stem . "process") (:form . "processes") (:end . 73)\n (:start . 64) (:id . 53))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 74) (:start . 73)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s12.265) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504068@unknown@formal@none@1@S@For some of these processes, occurrences of both the verbal and nominalised forms are quite common, e.g., regulate/regulation, bind/binding, repress/repression, activate/activation.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "some") (:form . "some") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 17) (:start . 12)\n (:id . 45))\n ((:tag . "NNS") (:stem . "process") (:form . "processes") (:end . 27)\n (:start . 18) (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 28) (:start . 27)\n (:id . 47))\n ((:tag . "NNS") (:stem . "occurrence") (:form . "occurrences") (:end . 40)\n (:start . 29) (:id . 48))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 43) (:start . 41)\n (:id . 49))\n ((:tag . "CC") (:stem . "both") (:form . "both") (:end . 48) (:start . 44)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 52) (:start . 49)\n (:id . 51))\n ((:tag . "JJ") (:stem . "verbal") (:form . "verbal") (:end . 59)\n (:start . 53) (:id . 52))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 63) (:start . 60)\n (:id . 53))\n ((:tag . "JJ") (:stem . "nominalised") (:form . "nominalised") (:end . 75)\n (:start . 64) (:id . 54))\n ((:tag . "NNS") (:stem . "form") (:form . "forms") (:end . 81) (:start . 76)\n (:id . 55))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 85) (:start . 82)\n (:id . 56))\n ((:tag . "RB") (:stem . "quite") (:form . "quite") (:end . 91) (:start . 86)\n (:id . 57))\n ((:tag . "JJ") (:stem . "common") (:form . "common") (:end . 98)\n (:start . 92) (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 99) (:start . 98)\n (:id . 59))\n ((:tag . "FW") (:stem . "e.g.") (:form . "e.g.") (:end . 104) (:start . 100)\n (:id . 60))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 105) (:start . 104)\n (:id . 61))\n ((:tag . "NN") (:stem . "regulate/regulation")\n (:form . "regulate/regulation") (:end . 125) (:start . 106) (:id . 62))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 126) (:start . 125)\n (:id . 63))\n ((:tag . "NN") (:stem . "bind/binding") (:form . "bind/binding") (:end . 139)\n (:start . 127) (:id . 64))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 140) (:start . 139)\n (:id . 65))\n ((:tag . "NN") (:stem . "repress/repression") (:form . "repress/repression")\n (:end . 159) (:start . 141) (:id . 66))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 160) (:start . 159)\n (:id . 67))\n ((:tag . "NN") (:stem . "activate/activation")\n (:form . "activate/activation") (:end . 180) (:start . 161) (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 181) (:start . 180)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s12.266) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504069@unknown@formal@none@1@S@In other cases, there appears to be a stronger preference for either the verb or the nominalised verb.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "other") (:form . "other") (:end . 8) (:start . 3)\n (:id . 43))\n ((:tag . "NNS") (:stem . "case") (:form . "cases") (:end . 14) (:start . 9)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 15) (:start . 14)\n (:id . 45))\n ((:tag . "EX") (:stem . "there") (:form . "there") (:end . 21) (:start . 16)\n (:id . 46))\n ((:tag . "VBZ") (:stem . "appear") (:form . "appears") (:end . 29)\n (:start . 22) (:id . 47))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 32) (:start . 30)\n (:id . 48))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 35) (:start . 33)\n (:id . 49))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 37) (:start . 36)\n (:id . 50))\n ((:tag . "JJR") (:stem . "strong") (:form . "stronger") (:end . 46)\n (:start . 38) (:id . 51))\n ((:tag . "NN") (:stem . "preference") (:form . "preference") (:end . 57)\n (:start . 47) (:id . 52))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 61) (:start . 58)\n (:id . 53))\n ((:tag . "CC") (:stem . "either") (:form . "either") (:end . 68)\n (:start . 62) (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 72) (:start . 69)\n (:id . 55))\n ((:tag . "NN") (:stem . "verb") (:form . "verb") (:end . 77) (:start . 73)\n (:id . 56))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 80) (:start . 78)\n (:id . 57))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 84) (:start . 81)\n (:id . 58))\n ((:tag . "JJ") (:stem . "nominalised") (:form . "nominalised") (:end . 96)\n (:start . 85) (:id . 59))\n ((:tag . "NN") (:stem . "verb") (:form . "verb") (:end . 101) (:start . 97)\n (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 102) (:start . 101)\n (:id . 61)))@@@1@20@((:hcues ((:id . :x12.267.1) (:span 62 68 78 80))\n ((:id . :x12.267.2) (:span 22 29)))\n (:hscopes ((:id . :x12.267.1) (:span 62 101))\n ((:id . :x12.267.2) (:span 22 101)))\n (:identifiers (:sid . :s12.267) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504070@unknown@formal@none@1@S@In the E. coli portion of the corpus, for example, twice as many events are centred on the nominalised verb expression than any other word.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "FW") (:stem . "e.") (:form . "E.") (:end . 9) (:start . 7)\n (:id . 44))\n ((:tag . "FW") (:stem . "coli") (:form . "coli") (:end . 14) (:start . 10)\n (:id . 45))\n ((:tag . "NN") (:stem . "portion") (:form . "portion") (:end . 22)\n (:start . 15) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 25) (:start . 23)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 29) (:start . 26)\n (:id . 48))\n ((:tag . "NN") (:stem . "corpus") (:form . "corpus") (:end . 36)\n (:start . 30) (:id . 49))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 37) (:start . 36)\n (:id . 50))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 41) (:start . 38)\n (:id . 51))\n ((:tag . "NN") (:stem . "example") (:form . "example") (:end . 49)\n (:start . 42) (:id . 52))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 50) (:start . 49)\n (:id . 53))\n ((:tag . "RB") (:stem . "twice") (:form . "twice") (:end . 56) (:start . 51)\n (:id . 54))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 59) (:start . 57)\n (:id . 55))\n ((:tag . "JJ") (:stem . "many") (:form . "many") (:end . 64) (:start . 60)\n (:id . 56))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 71)\n (:start . 65) (:id . 57))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 75) (:start . 72)\n (:id . 58))\n ((:tag . "VBN") (:stem . "centre") (:form . "centred") (:end . 83)\n (:start . 76) (:id . 59))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 86) (:start . 84)\n (:id . 60))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 90) (:start . 87)\n (:id . 61))\n ((:tag . "JJ") (:stem . "nominalised") (:form . "nominalised") (:end . 102)\n (:start . 91) (:id . 62))\n ((:tag . "NN") (:stem . "verb") (:form . "verb") (:end . 107) (:start . 103)\n (:id . 63))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 118)\n (:start . 108) (:id . 64))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 123) (:start . 119)\n (:id . 65))\n ((:tag . "DT") (:stem . "any") (:form . "any") (:end . 127) (:start . 124)\n (:id . 66))\n ((:tag . "JJ") (:stem . "other") (:form . "other") (:end . 133)\n (:start . 128) (:id . 67))\n ((:tag . "NN") (:stem . "word") (:form . "word") (:end . 138) (:start . 134)\n (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 139) (:start . 138)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s12.268) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504071@unknown@formal@none@1@S@Transcription is also rarely used in its verbal form, i.e. transcribe (16 times in the complete corpus), whilst encode is only ever used in its verbal form.@(((:tag . "NNP") (:stem . "Transcription") (:form . "Transcription")\n (:end . 13) (:start . 0) (:id . 42))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 16) (:start . 14)\n (:id . 43))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 21) (:start . 17)\n (:id . 44))\n ((:tag . "RB") (:stem . "rarely") (:form . "rarely") (:end . 28)\n (:start . 22) (:id . 45))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 33) (:start . 29)\n (:id . 46))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 36) (:start . 34)\n (:id . 47))\n ((:tag . "PRP$") (:stem . "its") (:form . "its") (:end . 40) (:start . 37)\n (:id . 48))\n ((:tag . "JJ") (:stem . "verbal") (:form . "verbal") (:end . 47)\n (:start . 41) (:id . 49))\n ((:tag . "NN") (:stem . "form") (:form . "form") (:end . 52) (:start . 48)\n (:id . 50))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 53) (:start . 52)\n (:id . 51))\n ((:tag . "FW") (:stem . "i.e.") (:form . "i.e.") (:end . 58) (:start . 54)\n (:id . 52))\n ((:tag . "FW") (:stem . "transcribe") (:form . "transcribe") (:end . 69)\n (:start . 59) (:id . 53))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 71) (:start . 70)\n (:id . 54))\n ((:tag . "CD") (:stem . "16") (:form . "16") (:end . 73) (:start . 71)\n (:id . 55))\n ((:tag . "NNS") (:stem . "time") (:form . "times") (:end . 79) (:start . 74)\n (:id . 56))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 82) (:start . 80)\n (:id . 57))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 86) (:start . 83)\n (:id . 58))\n ((:tag . "JJ") (:stem . "complete") (:form . "complete") (:end . 95)\n (:start . 87) (:id . 59))\n ((:tag . "NN") (:stem . "corpus") (:form . "corpus") (:end . 102)\n (:start . 96) (:id . 60))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 103) (:start . 102)\n (:id . 61))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 104) (:start . 103)\n (:id . 62))\n ((:tag . "IN") (:stem . "whilst") (:form . "whilst") (:end . 111)\n (:start . 105) (:id . 63))\n ((:tag . "NN") (:stem . "encode") (:form . "encode") (:end . 118)\n (:start . 112) (:id . 64))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 121) (:start . 119)\n (:id . 65))\n ((:tag . "RB") (:stem . "only") (:form . "only") (:end . 126) (:start . 122)\n (:id . 66))\n ((:tag . "RB") (:stem . "ever") (:form . "ever") (:end . 131) (:start . 127)\n (:id . 67))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 136) (:start . 132)\n (:id . 68))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 139) (:start . 137)\n (:id . 69))\n ((:tag . "PRP$") (:stem . "its") (:form . "its") (:end . 143) (:start . 140)\n (:id . 70))\n ((:tag . "JJ") (:stem . "verbal") (:form . "verbal") (:end . 150)\n (:start . 144) (:id . 71))\n ((:tag . "NN") (:stem . "form") (:form . "form") (:end . 155) (:start . 151)\n (:id . 72))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 156) (:start . 155)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s12.269) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504072@unknown@formal@none@1@S@Event arguments@(((:tag . "NN") (:stem . "event") (:form . "Event") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "argument") (:form . "arguments") (:end . 15)\n (:start . 6) (:id . 43)))@@@1@2@((:identifiers (:sid . :s12.270) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504073@unknown@formal@none@1@S@In this section, we provide some statistics regarding annotated event arguments.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "section") (:form . "section") (:end . 15)\n (:start . 8) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 16) (:start . 15)\n (:id . 45))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 19) (:start . 17)\n (:id . 46))\n ((:tag . "VBP") (:stem . "provide") (:form . "provide") (:end . 27)\n (:start . 20) (:id . 47))\n ((:tag . "DT") (:stem . "some") (:form . "some") (:end . 32) (:start . 28)\n (:id . 48))\n ((:tag . "NNS") (:stem . "statistic") (:form . "statistics") (:end . 43)\n (:start . 33) (:id . 49))\n ((:tag . "VBG") (:stem . "regard") (:form . "regarding") (:end . 53)\n (:start . 44) (:id . 50))\n ((:tag . "VBN") (:stem . "annotate") (:form . "annotated") (:end . 63)\n (:start . 54) (:id . 51))\n ((:tag . "NN") (:stem . "event") (:form . "event") (:end . 69) (:start . 64)\n (:id . 52))\n ((:tag . "NNS") (:stem . "argument") (:form . "arguments") (:end . 79)\n (:start . 70) (:id . 53))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 80) (:start . 79)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s12.271) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504074@unknown@formal@none@1@S@Firstly, Figure 1 provides an analysis of the numbers of arguments that were identified for different events.@(((:tag . "RB") (:stem . "firstly") (:form . "Firstly") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 15)\n (:start . 9) (:id . 44))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 17) (:start . 16)\n (:id . 45))\n ((:tag . "VBZ") (:stem . "provide") (:form . "provides") (:end . 26)\n (:start . 18) (:id . 46))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 29) (:start . 27)\n (:id . 47))\n ((:tag . "NN") (:stem . "analysis") (:form . "analysis") (:end . 38)\n (:start . 30) (:id . 48))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 41) (:start . 39)\n (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 45) (:start . 42)\n (:id . 50))\n ((:tag . "NNS") (:stem . "number") (:form . "numbers") (:end . 53)\n (:start . 46) (:id . 51))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 56) (:start . 54)\n (:id . 52))\n ((:tag . "NNS") (:stem . "argument") (:form . "arguments") (:end . 66)\n (:start . 57) (:id . 53))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 71) (:start . 67)\n (:id . 54))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 76) (:start . 72)\n (:id . 55))\n ((:tag . "VBN") (:stem . "identify") (:form . "identified") (:end . 87)\n (:start . 77) (:id . 56))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 91) (:start . 88)\n (:id . 57))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 101)\n (:start . 92) (:id . 58))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 108)\n (:start . 102) (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 109) (:start . 108)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s12.272) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504075@unknown@formal@none@1@S@Distribution of event argument counts.@(((:tag . "NN") (:stem . "distribution") (:form . "Distribution") (:end . 12)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 15) (:start . 13)\n (:id . 43))\n ((:tag . "NN") (:stem . "event") (:form . "event") (:end . 21) (:start . 16)\n (:id . 44))\n ((:tag . "NN") (:stem . "argument") (:form . "argument") (:end . 30)\n (:start . 22) (:id . 45))\n ((:tag . "NNS") (:stem . "count") (:form . "counts") (:end . 37)\n (:start . 31) (:id . 46))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 38) (:start . 37)\n (:id . 47)))@@@1@6@((:identifiers (:sid . :s12.273) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504076@unknown@formal@none@1@S@Each section of the chart shows the percentage of events in the GREC that have been annotated with the indicated number of arguments.@(((:tag . "DT") (:stem . "each") (:form . "Each") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "section") (:form . "section") (:end . 12)\n (:start . 5) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 15) (:start . 13)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 19) (:start . 16)\n (:id . 45))\n ((:tag . "NN") (:stem . "chart") (:form . "chart") (:end . 25) (:start . 20)\n (:id . 46))\n ((:tag . "VBZ") (:stem . "show") (:form . "shows") (:end . 31) (:start . 26)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 35) (:start . 32)\n (:id . 48))\n ((:tag . "NN") (:stem . "percentage") (:form . "percentage") (:end . 46)\n (:start . 36) (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 49) (:start . 47)\n (:id . 50))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 56)\n (:start . 50) (:id . 51))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 59) (:start . 57)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 63) (:start . 60)\n (:id . 53))\n ((:tag . "NNP") (:stem . "GREC") (:form . "GREC") (:end . 68) (:start . 64)\n (:id . 54))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 73) (:start . 69)\n (:id . 55))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 78) (:start . 74)\n (:id . 56))\n ((:tag . "VBN") (:stem . "be") (:form . "been") (:end . 83) (:start . 79)\n (:id . 57))\n ((:tag . "VBN") (:stem . "annotate") (:form . "annotated") (:end . 93)\n (:start . 84) (:id . 58))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 98) (:start . 94)\n (:id . 59))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 102) (:start . 99)\n (:id . 60))\n ((:tag . "VBN") (:stem . "indicate") (:form . "indicated") (:end . 112)\n (:start . 103) (:id . 61))\n ((:tag . "NN") (:stem . "number") (:form . "number") (:end . 119)\n (:start . 113) (:id . 62))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 122) (:start . 120)\n (:id . 63))\n ((:tag . "NNS") (:stem . "argument") (:form . "arguments") (:end . 132)\n (:start . 123) (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 133) (:start . 132)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s12.274) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504077@unknown@formal@none@1@S@Whilst it is most common for 1 or 2 arguments to be specified, 15% of events specify 3 or more arguments.@(((:tag . "IN") (:stem . "whilst") (:form . "Whilst") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 9) (:start . 7)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 12) (:start . 10)\n (:id . 44))\n ((:tag . "RBS") (:stem . "most") (:form . "most") (:end . 17) (:start . 13)\n (:id . 45))\n ((:tag . "JJ") (:stem . "common") (:form . "common") (:end . 24)\n (:start . 18) (:id . 46))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 28) (:start . 25)\n (:id . 47))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 30) (:start . 29)\n (:id . 48))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 33) (:start . 31)\n (:id . 49))\n ((:tag . "CD") (:stem . "2") (:form . "2") (:end . 35) (:start . 34)\n (:id . 50))\n ((:tag . "NNS") (:stem . "argument") (:form . "arguments") (:end . 45)\n (:start . 36) (:id . 51))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 48) (:start . 46)\n (:id . 52))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 51) (:start . 49)\n (:id . 53))\n ((:tag . "VBN") (:stem . "specify") (:form . "specified") (:end . 61)\n (:start . 52) (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 62) (:start . 61)\n (:id . 55))\n ((:tag . "CD") (:stem . "15") (:form . "15") (:end . 65) (:start . 63)\n (:id . 56))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 66) (:start . 65)\n (:id . 57))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 69) (:start . 67)\n (:id . 58))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 76)\n (:start . 70) (:id . 59))\n ((:tag . "VBP") (:stem . "specify") (:form . "specify") (:end . 84)\n (:start . 77) (:id . 60))\n ((:tag . "CD") (:stem . "3") (:form . "3") (:end . 86) (:start . 85)\n (:id . 61))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 89) (:start . 87)\n (:id . 62))\n ((:tag . "JJR") (:stem . "more") (:form . "more") (:end . 94) (:start . 90)\n (:id . 63))\n ((:tag . "NNS") (:stem . "argument") (:form . "arguments") (:end . 104)\n (:start . 95) (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 105) (:start . 104)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s12.275) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504078@unknown@formal@none@1@S@However, as Figure 1 shows, it is extremely rare in our corpus for 4 or more arguments to be specified.@(((:tag . "RB") (:stem . "however") (:form . "However") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 18)\n (:start . 12) (:id . 45))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 20) (:start . 19)\n (:id . 46))\n ((:tag . "NNS") (:stem . "show") (:form . "shows") (:end . 26) (:start . 21)\n (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 27) (:start . 26)\n (:id . 48))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 30) (:start . 28)\n (:id . 49))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 33) (:start . 31)\n (:id . 50))\n ((:tag . "RB") (:stem . "extremely") (:form . "extremely") (:end . 43)\n (:start . 34) (:id . 51))\n ((:tag . "JJ") (:stem . "rare") (:form . "rare") (:end . 48) (:start . 44)\n (:id . 52))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 51) (:start . 49)\n (:id . 53))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 55) (:start . 52)\n (:id . 54))\n ((:tag . "NN") (:stem . "corpus") (:form . "corpus") (:end . 62)\n (:start . 56) (:id . 55))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 66) (:start . 63)\n (:id . 56))\n ((:tag . "CD") (:stem . "4") (:form . "4") (:end . 68) (:start . 67)\n (:id . 57))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 71) (:start . 69)\n (:id . 58))\n ((:tag . "JJR") (:stem . "more") (:form . "more") (:end . 76) (:start . 72)\n (:id . 59))\n ((:tag . "NNS") (:stem . "argument") (:form . "arguments") (:end . 86)\n (:start . 77) (:id . 60))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 89) (:start . 87)\n (:id . 61))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 92) (:start . 90)\n (:id . 62))\n ((:tag . "VBN") (:stem . "specify") (:form . "specified") (:end . 102)\n (:start . 93) (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 103) (:start . 102)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s12.276) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504079@unknown@formal@none@1@S@Table 6 provides statistics regarding the semantic roles that were assigned to arguments.@(((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "CD") (:stem . "6") (:form . "6") (:end . 7) (:start . 6)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "provide") (:form . "provides") (:end . 16)\n (:start . 8) (:id . 44))\n ((:tag . "NNS") (:stem . "statistic") (:form . "statistics") (:end . 27)\n (:start . 17) (:id . 45))\n ((:tag . "VBG") (:stem . "regard") (:form . "regarding") (:end . 37)\n (:start . 28) (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 41) (:start . 38)\n (:id . 47))\n ((:tag . "JJ") (:stem . "semantic") (:form . "semantic") (:end . 50)\n (:start . 42) (:id . 48))\n ((:tag . "NNS") (:stem . "role") (:form . "roles") (:end . 56) (:start . 51)\n (:id . 49))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 61) (:start . 57)\n (:id . 50))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 66) (:start . 62)\n (:id . 51))\n ((:tag . "VBN") (:stem . "assign") (:form . "assigned") (:end . 75)\n (:start . 67) (:id . 52))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 78) (:start . 76)\n (:id . 53))\n ((:tag . "NNS") (:stem . "argument") (:form . "arguments") (:end . 88)\n (:start . 79) (:id . 54))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 89) (:start . 88)\n (:id . 55)))@@@1@14@((:identifiers (:sid . :s12.277) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504080@unknown@formal@none@1@S@Semantic role occurrences@(((:tag . "JJ") (:stem . "semantic") (:form . "Semantic") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "role") (:form . "role") (:end . 13) (:start . 9)\n (:id . 43))\n ((:tag . "NNS") (:stem . "occurrence") (:form . "occurrences") (:end . 25)\n (:start . 14) (:id . 44)))@@@1@3@((:identifiers (:sid . :s12.278) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|TableLegend|)))@oe@9-2-2011 5504081@unknown@formal@none@1@S@In addition to the 13 roles already introduced, there is a further role named Underspecified, which was to be assigned by annotators to arguments that could not be characterised by one of the 13 defined roles.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "addition") (:form . "addition") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 14) (:start . 12)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 18) (:start . 15)\n (:id . 45))\n ((:tag . "CD") (:stem . "13") (:form . "13") (:end . 21) (:start . 19)\n (:id . 46))\n ((:tag . "NNS") (:stem . "role") (:form . "roles") (:end . 27) (:start . 22)\n (:id . 47))\n ((:tag . "RB") (:stem . "already") (:form . "already") (:end . 35)\n (:start . 28) (:id . 48))\n ((:tag . "VBN") (:stem . "introduce") (:form . "introduced") (:end . 46)\n (:start . 36) (:id . 49))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 47) (:start . 46)\n (:id . 50))\n ((:tag . "EX") (:stem . "there") (:form . "there") (:end . 53) (:start . 48)\n (:id . 51))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 56) (:start . 54)\n (:id . 52))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 58) (:start . 57)\n (:id . 53))\n ((:tag . "JJ") (:stem . "further") (:form . "further") (:end . 66)\n (:start . 59) (:id . 54))\n ((:tag . "NN") (:stem . "role") (:form . "role") (:end . 71) (:start . 67)\n (:id . 55))\n ((:tag . "VBN") (:stem . "name") (:form . "named") (:end . 77) (:start . 72)\n (:id . 56))\n ((:tag . "NNP") (:stem . "Underspecified") (:form . "Underspecified")\n (:end . 92) (:start . 78) (:id . 57))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 93) (:start . 92)\n (:id . 58))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 99) (:start . 94)\n (:id . 59))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 103) (:start . 100)\n (:id . 60))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 106) (:start . 104)\n (:id . 61))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 109) (:start . 107)\n (:id . 62))\n ((:tag . "VBN") (:stem . "assign") (:form . "assigned") (:end . 118)\n (:start . 110) (:id . 63))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 121) (:start . 119)\n (:id . 64))\n ((:tag . "NNS") (:stem . "annotator") (:form . "annotators") (:end . 132)\n (:start . 122) (:id . 65))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 135) (:start . 133)\n (:id . 66))\n ((:tag . "NNS") (:stem . "argument") (:form . "arguments") (:end . 145)\n (:start . 136) (:id . 67))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 150) (:start . 146)\n (:id . 68))\n ((:tag . "MD") (:stem . "could") (:form . "could") (:end . 156)\n (:start . 151) (:id . 69))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 160) (:start . 157)\n (:id . 70))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 163) (:start . 161)\n (:id . 71))\n ((:tag . "VBN") (:stem . "characterise") (:form . "characterised")\n (:end . 177) (:start . 164) (:id . 72))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 180) (:start . 178)\n (:id . 73))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 184) (:start . 181)\n (:id . 74))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 187) (:start . 185)\n (:id . 75))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 191) (:start . 188)\n (:id . 76))\n ((:tag . "CD") (:stem . "13") (:form . "13") (:end . 194) (:start . 192)\n (:id . 77))\n ((:tag . "VBN") (:stem . "define") (:form . "defined") (:end . 202)\n (:start . 195) (:id . 78))\n ((:tag . "NNS") (:stem . "role") (:form . "roles") (:end . 208)\n (:start . 203) (:id . 79))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 209) (:start . 208)\n (:id . 80)))@@@1@39@((:identifiers (:sid . :s12.279) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504082@unknown@formal@none@1@S@However, the fact that the Underspecified role was only assigned 11 times in the whole corpus suggests that our originally-defined role set is sufficient to characterise the vast majority of semantic arguments.@(((:tag . "RB") (:stem . "however") (:form . "However") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 12) (:start . 9)\n (:id . 44))\n ((:tag . "NN") (:stem . "fact") (:form . "fact") (:end . 17) (:start . 13)\n (:id . 45))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 22) (:start . 18)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 26) (:start . 23)\n (:id . 47))\n ((:tag . "JJ") (:stem . "underspecified") (:form . "Underspecified")\n (:end . 41) (:start . 27) (:id . 48))\n ((:tag . "NN") (:stem . "role") (:form . "role") (:end . 46) (:start . 42)\n (:id . 49))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 50) (:start . 47)\n (:id . 50))\n ((:tag . "RB") (:stem . "only") (:form . "only") (:end . 55) (:start . 51)\n (:id . 51))\n ((:tag . "VBN") (:stem . "assign") (:form . "assigned") (:end . 64)\n (:start . 56) (:id . 52))\n ((:tag . "CD") (:stem . "11") (:form . "11") (:end . 67) (:start . 65)\n (:id . 53))\n ((:tag . "NNS") (:stem . "time") (:form . "times") (:end . 73) (:start . 68)\n (:id . 54))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 76) (:start . 74)\n (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 80) (:start . 77)\n (:id . 56))\n ((:tag . "JJ") (:stem . "whole") (:form . "whole") (:end . 86) (:start . 81)\n (:id . 57))\n ((:tag . "NN") (:stem . "corpus") (:form . "corpus") (:end . 93)\n (:start . 87) (:id . 58))\n ((:tag . "VBZ") (:stem . "suggest") (:form . "suggests") (:end . 102)\n (:start . 94) (:id . 59))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 107) (:start . 103)\n (:id . 60))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 111) (:start . 108)\n (:id . 61))\n ((:tag . "JJ") (:stem . "originally-defined") (:form . "originally-defined")\n (:end . 130) (:start . 112) (:id . 62))\n ((:tag . "NN") (:stem . "role") (:form . "role") (:end . 135) (:start . 131)\n (:id . 63))\n ((:tag . "NN") (:stem . "set") (:form . "set") (:end . 139) (:start . 136)\n (:id . 64))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 142) (:start . 140)\n (:id . 65))\n ((:tag . "JJ") (:stem . "sufficient") (:form . "sufficient") (:end . 153)\n (:start . 143) (:id . 66))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 156) (:start . 154)\n (:id . 67))\n ((:tag . "VB") (:stem . "characterise") (:form . "characterise") (:end . 169)\n (:start . 157) (:id . 68))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 173) (:start . 170)\n (:id . 69))\n ((:tag . "JJ") (:stem . "vast") (:form . "vast") (:end . 178) (:start . 174)\n (:id . 70))\n ((:tag . "NN") (:stem . "majority") (:form . "majority") (:end . 187)\n (:start . 179) (:id . 71))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 190) (:start . 188)\n (:id . 72))\n ((:tag . "JJ") (:stem . "semantic") (:form . "semantic") (:end . 199)\n (:start . 191) (:id . 73))\n ((:tag . "NNS") (:stem . "argument") (:form . "arguments") (:end . 209)\n (:start . 200) (:id . 74))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 210) (:start . 209)\n (:id . 75)))@@@1@34@((:hcues ((:id . :x12.280.1) (:span 94 102)))\n (:hscopes ((:id . :x12.280.1) (:span 94 209)))\n (:identifiers (:sid . :s12.280) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504083@unknown@formal@none@1@S@The AGENT and THEME roles, which provide the most fundamental information about events, are by far the most commonly assigned.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "AGENT") (:form . "AGENT") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 13) (:start . 10)\n (:id . 44))\n ((:tag . "NNP") (:stem . "THEME") (:form . "THEME") (:end . 19) (:start . 14)\n (:id . 45))\n ((:tag . "NNS") (:stem . "role") (:form . "roles") (:end . 25) (:start . 20)\n (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 26) (:start . 25)\n (:id . 47))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 32) (:start . 27)\n (:id . 48))\n ((:tag . "VBP") (:stem . "provide") (:form . "provide") (:end . 40)\n (:start . 33) (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 44) (:start . 41)\n (:id . 50))\n ((:tag . "RBS") (:stem . "most") (:form . "most") (:end . 49) (:start . 45)\n (:id . 51))\n ((:tag . "JJ") (:stem . "fundamental") (:form . "fundamental") (:end . 61)\n (:start . 50) (:id . 52))\n ((:tag . "NN") (:stem . "information") (:form . "information") (:end . 73)\n (:start . 62) (:id . 53))\n ((:tag . "IN") (:stem . "about") (:form . "about") (:end . 79) (:start . 74)\n (:id . 54))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 86)\n (:start . 80) (:id . 55))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 87) (:start . 86)\n (:id . 56))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 91) (:start . 88)\n (:id . 57))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 94) (:start . 92)\n (:id . 58))\n ((:tag . "RB") (:stem . "far") (:form . "far") (:end . 98) (:start . 95)\n (:id . 59))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 102) (:start . 99)\n (:id . 60))\n ((:tag . "RBS") (:stem . "most") (:form . "most") (:end . 107) (:start . 103)\n (:id . 61))\n ((:tag . "RB") (:stem . "commonly") (:form . "commonly") (:end . 116)\n (:start . 108) (:id . 62))\n ((:tag . "VBN") (:stem . "assign") (:form . "assigned") (:end . 125)\n (:start . 117) (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 126) (:start . 125)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s12.281) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504084@unknown@formal@none@1@S@Whilst it may seem surprising that only about half of the events specify an AGENT, this can partly be explained by the relatively high occurrence of events that are centred on nominalised verbs (42% of all events) and passive constructions (14% of events).@(((:tag . "IN") (:stem . "whilst") (:form . "Whilst") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 9) (:start . 7)\n (:id . 43))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 13) (:start . 10)\n (:id . 44))\n ((:tag . "VB") (:stem . "seem") (:form . "seem") (:end . 18) (:start . 14)\n (:id . 45))\n ((:tag . "JJ") (:stem . "surprising") (:form . "surprising") (:end . 29)\n (:start . 19) (:id . 46))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 34) (:start . 30)\n (:id . 47))\n ((:tag . "RB") (:stem . "only") (:form . "only") (:end . 39) (:start . 35)\n (:id . 48))\n ((:tag . "RB") (:stem . "about") (:form . "about") (:end . 45) (:start . 40)\n (:id . 49))\n ((:tag . "NN") (:stem . "half") (:form . "half") (:end . 50) (:start . 46)\n (:id . 50))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 53) (:start . 51)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 57) (:start . 54)\n (:id . 52))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 64)\n (:start . 58) (:id . 53))\n ((:tag . "VBP") (:stem . "specify") (:form . "specify") (:end . 72)\n (:start . 65) (:id . 54))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 75) (:start . 73)\n (:id . 55))\n ((:tag . "NNP") (:stem . "AGENT") (:form . "AGENT") (:end . 81) (:start . 76)\n (:id . 56))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 82) (:start . 81)\n (:id . 57))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 87) (:start . 83)\n (:id . 58))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 91) (:start . 88)\n (:id . 59))\n ((:tag . "RB") (:stem . "partly") (:form . "partly") (:end . 98)\n (:start . 92) (:id . 60))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 101) (:start . 99)\n (:id . 61))\n ((:tag . "VBN") (:stem . "explain") (:form . "explained") (:end . 111)\n (:start . 102) (:id . 62))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 114) (:start . 112)\n (:id . 63))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 118) (:start . 115)\n (:id . 64))\n ((:tag . "RB") (:stem . "relatively") (:form . "relatively") (:end . 129)\n (:start . 119) (:id . 65))\n ((:tag . "JJ") (:stem . "high") (:form . "high") (:end . 134) (:start . 130)\n (:id . 66))\n ((:tag . "NN") (:stem . "occurrence") (:form . "occurrence") (:end . 145)\n (:start . 135) (:id . 67))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 148) (:start . 146)\n (:id . 68))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 155)\n (:start . 149) (:id . 69))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 160) (:start . 156)\n (:id . 70))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 164) (:start . 161)\n (:id . 71))\n ((:tag . "VBN") (:stem . "centre") (:form . "centred") (:end . 172)\n (:start . 165) (:id . 72))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 175) (:start . 173)\n (:id . 73))\n ((:tag . "JJ") (:stem . "nominalised") (:form . "nominalised") (:end . 187)\n (:start . 176) (:id . 74))\n ((:tag . "NNS") (:stem . "verb") (:form . "verbs") (:end . 193)\n (:start . 188) (:id . 75))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 195) (:start . 194)\n (:id . 76))\n ((:tag . "CD") (:stem . "42") (:form . "42") (:end . 197) (:start . 195)\n (:id . 77))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 198) (:start . 197)\n (:id . 78))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 201) (:start . 199)\n (:id . 79))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 205) (:start . 202)\n (:id . 80))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 212)\n (:start . 206) (:id . 81))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 213) (:start . 212)\n (:id . 82))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 217) (:start . 214)\n (:id . 83))\n ((:tag . "JJ") (:stem . "passive") (:form . "passive") (:end . 225)\n (:start . 218) (:id . 84))\n ((:tag . "NNS") (:stem . "construction") (:form . "constructions")\n (:end . 239) (:start . 226) (:id . 85))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 241) (:start . 240)\n (:id . 86))\n ((:tag . "CD") (:stem . "14") (:form . "14") (:end . 243) (:start . 241)\n (:id . 87))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 244) (:start . 243)\n (:id . 88))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 247) (:start . 245)\n (:id . 89))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 254)\n (:start . 248) (:id . 90))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 255) (:start . 254)\n (:id . 91))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 256) (:start . 255)\n (:id . 92)))@@@1@51@((:hcues ((:id . :x12.282.1) (:span 88 91)) ((:id . :x12.282.2) (:span 10 13)))\n (:hscopes ((:id . :x12.282.1) (:span 83 255))\n ((:id . :x12.282.2) (:span 10 81)))\n (:identifiers (:sid . :s12.282) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504085@unknown@formal@none@1@S@According to our corpus, only around 20% of events centred on nominalised verbs and 50% of events using passive verb constructions specify an AGENT.@(((:tag . "VBG") (:stem . "accord") (:form . "According") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 12) (:start . 10)\n (:id . 43))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 16) (:start . 13)\n (:id . 44))\n ((:tag . "NN") (:stem . "corpus") (:form . "corpus") (:end . 23)\n (:start . 17) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 24) (:start . 23)\n (:id . 46))\n ((:tag . "RB") (:stem . "only") (:form . "only") (:end . 29) (:start . 25)\n (:id . 47))\n ((:tag . "IN") (:stem . "around") (:form . "around") (:end . 36)\n (:start . 30) (:id . 48))\n ((:tag . "CD") (:stem . "20") (:form . "20") (:end . 39) (:start . 37)\n (:id . 49))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 40) (:start . 39)\n (:id . 50))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 43) (:start . 41)\n (:id . 51))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 50)\n (:start . 44) (:id . 52))\n ((:tag . "VBN") (:stem . "centre") (:form . "centred") (:end . 58)\n (:start . 51) (:id . 53))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 61) (:start . 59)\n (:id . 54))\n ((:tag . "JJ") (:stem . "nominalised") (:form . "nominalised") (:end . 73)\n (:start . 62) (:id . 55))\n ((:tag . "NNS") (:stem . "verb") (:form . "verbs") (:end . 79) (:start . 74)\n (:id . 56))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 83) (:start . 80)\n (:id . 57))\n ((:tag . "CD") (:stem . "50") (:form . "50") (:end . 86) (:start . 84)\n (:id . 58))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 87) (:start . 86)\n (:id . 59))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 90) (:start . 88)\n (:id . 60))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 97)\n (:start . 91) (:id . 61))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 103) (:start . 98)\n (:id . 62))\n ((:tag . "JJ") (:stem . "passive") (:form . "passive") (:end . 111)\n (:start . 104) (:id . 63))\n ((:tag . "NN") (:stem . "verb") (:form . "verb") (:end . 116) (:start . 112)\n (:id . 64))\n ((:tag . "NNS") (:stem . "construction") (:form . "constructions")\n (:end . 130) (:start . 117) (:id . 65))\n ((:tag . "VBP") (:stem . "specify") (:form . "specify") (:end . 138)\n (:start . 131) (:id . 66))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 141) (:start . 139)\n (:id . 67))\n ((:tag . "NN") (:stem . "agent") (:form . "AGENT") (:end . 147)\n (:start . 142) (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 148) (:start . 147)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s12.283) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504086@unknown@formal@none@1@S@Several other roles feature fairly prominently in the events, particularly MANNER, LOCATION, DESTINATION and CONDITION, which is in line with observations made by [20].@(((:tag . "JJ") (:stem . "several") (:form . "Several") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "JJ") (:stem . "other") (:form . "other") (:end . 13) (:start . 8)\n (:id . 43))\n ((:tag . "NNS") (:stem . "role") (:form . "roles") (:end . 19) (:start . 14)\n (:id . 44))\n ((:tag . "VBP") (:stem . "feature") (:form . "feature") (:end . 27)\n (:start . 20) (:id . 45))\n ((:tag . "RB") (:stem . "fairly") (:form . "fairly") (:end . 34)\n (:start . 28) (:id . 46))\n ((:tag . "RB") (:stem . "prominently") (:form . "prominently") (:end . 46)\n (:start . 35) (:id . 47))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 49) (:start . 47)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 53) (:start . 50)\n (:id . 49))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 60)\n (:start . 54) (:id . 50))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 61) (:start . 60)\n (:id . 51))\n ((:tag . "RB") (:stem . "particularly") (:form . "particularly") (:end . 74)\n (:start . 62) (:id . 52))\n ((:tag . "NNP") (:stem . "MANNER") (:form . "MANNER") (:end . 81)\n (:start . 75) (:id . 53))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 82) (:start . 81)\n (:id . 54))\n ((:tag . "NNP") (:stem . "LOCATION") (:form . "LOCATION") (:end . 91)\n (:start . 83) (:id . 55))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 92) (:start . 91)\n (:id . 56))\n ((:tag . "NNP") (:stem . "DESTINATION") (:form . "DESTINATION") (:end . 104)\n (:start . 93) (:id . 57))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 108) (:start . 105)\n (:id . 58))\n ((:tag . "NNP") (:stem . "CONDITION") (:form . "CONDITION") (:end . 118)\n (:start . 109) (:id . 59))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 119) (:start . 118)\n (:id . 60))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 125)\n (:start . 120) (:id . 61))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 128) (:start . 126)\n (:id . 62))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 131) (:start . 129)\n (:id . 63))\n ((:tag . "NN") (:stem . "line") (:form . "line") (:end . 136) (:start . 132)\n (:id . 64))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 141) (:start . 137)\n (:id . 65))\n ((:tag . "NNS") (:stem . "observation") (:form . "observations") (:end . 154)\n (:start . 142) (:id . 66))\n ((:tag . "VBN") (:stem . "make") (:form . "made") (:end . 159) (:start . 155)\n (:id . 67))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 162) (:start . 160)\n (:id . 68))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 164) (:start . 163)\n (:id . 69))\n ((:tag . "CD") (:stem . "20") (:form . "20") (:end . 166) (:start . 164)\n (:id . 70))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 167) (:start . 166)\n (:id . 71))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 168) (:start . 167)\n (:id . 72)))@@@1@31@((:identifiers (:sid . :s12.284) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504087@unknown@formal@none@1@S@In Table 7, the most common patterns semantic roles assigned to event arguments are shown.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 8) (:start . 3)\n (:id . 43))\n ((:tag . "CD") (:stem . "7") (:form . "7") (:end . 10) (:start . 9)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 11) (:start . 10)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 15) (:start . 12)\n (:id . 46))\n ((:tag . "RBS") (:stem . "most") (:form . "most") (:end . 20) (:start . 16)\n (:id . 47))\n ((:tag . "JJ") (:stem . "common") (:form . "common") (:end . 27)\n (:start . 21) (:id . 48))\n ((:tag . "NNS") (:stem . "pattern") (:form . "patterns") (:end . 36)\n (:start . 28) (:id . 49))\n ((:tag . "JJ") (:stem . "semantic") (:form . "semantic") (:end . 45)\n (:start . 37) (:id . 50))\n ((:tag . "NNS") (:stem . "role") (:form . "roles") (:end . 51) (:start . 46)\n (:id . 51))\n ((:tag . "VBN") (:stem . "assign") (:form . "assigned") (:end . 60)\n (:start . 52) (:id . 52))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 63) (:start . 61)\n (:id . 53))\n ((:tag . "NN") (:stem . "event") (:form . "event") (:end . 69) (:start . 64)\n (:id . 54))\n ((:tag . "NNS") (:stem . "argument") (:form . "arguments") (:end . 79)\n (:start . 70) (:id . 55))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 83) (:start . 80)\n (:id . 56))\n ((:tag . "VBN") (:stem . "show") (:form . "shown") (:end . 89) (:start . 84)\n (:id . 57))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 90) (:start . 89)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s12.285) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504088@unknown@formal@none@1@S@The most common pattern is for only an AGENT and a THEME to be a specified, constituting almost a third of all events.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "RBS") (:stem . "most") (:form . "most") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "JJ") (:stem . "common") (:form . "common") (:end . 15) (:start . 9)\n (:id . 44))\n ((:tag . "NN") (:stem . "pattern") (:form . "pattern") (:end . 23)\n (:start . 16) (:id . 45))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 26) (:start . 24)\n (:id . 46))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 30) (:start . 27)\n (:id . 47))\n ((:tag . "RB") (:stem . "only") (:form . "only") (:end . 35) (:start . 31)\n (:id . 48))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 38) (:start . 36)\n (:id . 49))\n ((:tag . "NN") (:stem . "agent") (:form . "AGENT") (:end . 44) (:start . 39)\n (:id . 50))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 48) (:start . 45)\n (:id . 51))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 50) (:start . 49)\n (:id . 52))\n ((:tag . "NN") (:stem . "theme") (:form . "THEME") (:end . 56) (:start . 51)\n (:id . 53))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 59) (:start . 57)\n (:id . 54))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 62) (:start . 60)\n (:id . 55))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 64) (:start . 63)\n (:id . 56))\n ((:tag . "VBN") (:stem . "specify") (:form . "specified") (:end . 74)\n (:start . 65) (:id . 57))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 75) (:start . 74)\n (:id . 58))\n ((:tag . "VBG") (:stem . "constitute") (:form . "constituting") (:end . 88)\n (:start . 76) (:id . 59))\n ((:tag . "RB") (:stem . "almost") (:form . "almost") (:end . 95)\n (:start . 89) (:id . 60))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 97) (:start . 96)\n (:id . 61))\n ((:tag . "JJ") (:stem . "third") (:form . "third") (:end . 103) (:start . 98)\n (:id . 62))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 106) (:start . 104)\n (:id . 63))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 110) (:start . 107)\n (:id . 64))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 117)\n (:start . 111) (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 118) (:start . 117)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s12.286) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504089@unknown@formal@none@1@S@When events do specify a third argument, it is most common for the AGENT and THEME, plus one additional type of argument, to be present.@(((:tag . "WRB") (:stem . "when") (:form . "When") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 11) (:start . 5)\n (:id . 43))\n ((:tag . "VBP") (:stem . "do") (:form . "do") (:end . 14) (:start . 12)\n (:id . 44))\n ((:tag . "VB") (:stem . "specify") (:form . "specify") (:end . 22)\n (:start . 15) (:id . 45))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 24) (:start . 23)\n (:id . 46))\n ((:tag . "JJ") (:stem . "third") (:form . "third") (:end . 30) (:start . 25)\n (:id . 47))\n ((:tag . "NN") (:stem . "argument") (:form . "argument") (:end . 39)\n (:start . 31) (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 40) (:start . 39)\n (:id . 49))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 43) (:start . 41)\n (:id . 50))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 46) (:start . 44)\n (:id . 51))\n ((:tag . "RBS") (:stem . "most") (:form . "most") (:end . 51) (:start . 47)\n (:id . 52))\n ((:tag . "JJ") (:stem . "common") (:form . "common") (:end . 58)\n (:start . 52) (:id . 53))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 62) (:start . 59)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 66) (:start . 63)\n (:id . 55))\n ((:tag . "NNP") (:stem . "AGENT") (:form . "AGENT") (:end . 72) (:start . 67)\n (:id . 56))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 76) (:start . 73)\n (:id . 57))\n ((:tag . "NNP") (:stem . "THEME") (:form . "THEME") (:end . 82) (:start . 77)\n (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 83) (:start . 82)\n (:id . 59))\n ((:tag . "CC") (:stem . "plus") (:form . "plus") (:end . 88) (:start . 84)\n (:id . 60))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 92) (:start . 89)\n (:id . 61))\n ((:tag . "JJ") (:stem . "additional") (:form . "additional") (:end . 103)\n (:start . 93) (:id . 62))\n ((:tag . "NN") (:stem . "type") (:form . "type") (:end . 108) (:start . 104)\n (:id . 63))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 111) (:start . 109)\n (:id . 64))\n ((:tag . "NN") (:stem . "argument") (:form . "argument") (:end . 120)\n (:start . 112) (:id . 65))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 121) (:start . 120)\n (:id . 66))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 124) (:start . 122)\n (:id . 67))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 127) (:start . 125)\n (:id . 68))\n ((:tag . "JJ") (:stem . "present") (:form . "present") (:end . 135)\n (:start . 128) (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 136) (:start . 135)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s12.287) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504090@unknown@formal@none@1@S@Most common semantic role patterns@(((:tag . "RBS") (:stem . "most") (:form . "Most") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "common") (:form . "common") (:end . 11) (:start . 5)\n (:id . 43))\n ((:tag . "JJ") (:stem . "semantic") (:form . "semantic") (:end . 20)\n (:start . 12) (:id . 44))\n ((:tag . "NN") (:stem . "role") (:form . "role") (:end . 25) (:start . 21)\n (:id . 45))\n ((:tag . "NNS") (:stem . "pattern") (:form . "patterns") (:end . 34)\n (:start . 26) (:id . 46)))@@@1@5@((:identifiers (:sid . :s12.288) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|TableLegend|)))@oe@9-2-2011 5504091@unknown@formal@none@1@S@Biological concepts@(((:tag . "JJ") (:stem . "biological") (:form . "Biological") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "concept") (:form . "concepts") (:end . 19)\n (:start . 11) (:id . 43)))@@@1@2@((:identifiers (:sid . :s12.289) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504092@unknown@formal@none@1@S@In the corpus as a whole, 5026 biological concepts were identified.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "corpus") (:form . "corpus") (:end . 13) (:start . 7)\n (:id . 44))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 16) (:start . 14)\n (:id . 45))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 18) (:start . 17)\n (:id . 46))\n ((:tag . "NN") (:stem . "whole") (:form . "whole") (:end . 24) (:start . 19)\n (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 25) (:start . 24)\n (:id . 48))\n ((:tag . "CD") (:stem . "5026") (:form . "5026") (:end . 30) (:start . 26)\n (:id . 49))\n ((:tag . "JJ") (:stem . "biological") (:form . "biological") (:end . 41)\n (:start . 31) (:id . 50))\n ((:tag . "NNS") (:stem . "concept") (:form . "concepts") (:end . 50)\n (:start . 42) (:id . 51))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 55) (:start . 51)\n (:id . 52))\n ((:tag . "VBN") (:stem . "identify") (:form . "identified") (:end . 66)\n (:start . 56) (:id . 53))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 67) (:start . 66)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s12.290) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504093@unknown@formal@none@1@S@The distribution of the categories assigned to these concepts amongst the five supercategories is shown in Figure 2.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "distribution") (:form . "distribution") (:end . 16)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 19) (:start . 17)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 23) (:start . 20)\n (:id . 45))\n ((:tag . "NNS") (:stem . "category") (:form . "categories") (:end . 34)\n (:start . 24) (:id . 46))\n ((:tag . "VBN") (:stem . "assign") (:form . "assigned") (:end . 43)\n (:start . 35) (:id . 47))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 46) (:start . 44)\n (:id . 48))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 52) (:start . 47)\n (:id . 49))\n ((:tag . "NNS") (:stem . "concept") (:form . "concepts") (:end . 61)\n (:start . 53) (:id . 50))\n ((:tag . "IN") (:stem . "amongst") (:form . "amongst") (:end . 69)\n (:start . 62) (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 73) (:start . 70)\n (:id . 52))\n ((:tag . "CD") (:stem . "five") (:form . "five") (:end . 78) (:start . 74)\n (:id . 53))\n ((:tag . "NNS") (:stem . "supercategory") (:form . "supercategories")\n (:end . 94) (:start . 79) (:id . 54))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 97) (:start . 95)\n (:id . 55))\n ((:tag . "VBN") (:stem . "show") (:form . "shown") (:end . 103) (:start . 98)\n (:id . 56))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 106) (:start . 104)\n (:id . 57))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 113)\n (:start . 107) (:id . 58))\n ((:tag . "CD") (:stem . "2") (:form . "2") (:end . 115) (:start . 114)\n (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 116) (:start . 115)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s12.291) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504094@unknown@formal@none@1@S@Distribution of biological concept supercategories.@(((:tag . "NN") (:stem . "distribution") (:form . "Distribution") (:end . 12)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 15) (:start . 13)\n (:id . 43))\n ((:tag . "JJ") (:stem . "biological") (:form . "biological") (:end . 26)\n (:start . 16) (:id . 44))\n ((:tag . "NN") (:stem . "concept") (:form . "concept") (:end . 34)\n (:start . 27) (:id . 45))\n ((:tag . "NNS") (:stem . "supercategory") (:form . "supercategories")\n (:end . 50) (:start . 35) (:id . 46))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 51) (:start . 50)\n (:id . 47)))@@@1@6@((:identifiers (:sid . :s12.292) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504095@unknown@formal@none@1@S@Each section of the chart shows the percentage of annotated biological concepts in the GREC that have been assigned a concept class belonging to the indicated supercategory.@(((:tag . "DT") (:stem . "each") (:form . "Each") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "section") (:form . "section") (:end . 12)\n (:start . 5) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 15) (:start . 13)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 19) (:start . 16)\n (:id . 45))\n ((:tag . "NN") (:stem . "chart") (:form . "chart") (:end . 25) (:start . 20)\n (:id . 46))\n ((:tag . "VBZ") (:stem . "show") (:form . "shows") (:end . 31) (:start . 26)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 35) (:start . 32)\n (:id . 48))\n ((:tag . "NN") (:stem . "percentage") (:form . "percentage") (:end . 46)\n (:start . 36) (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 49) (:start . 47)\n (:id . 50))\n ((:tag . "JJ") (:stem . "annotated") (:form . "annotated") (:end . 59)\n (:start . 50) (:id . 51))\n ((:tag . "JJ") (:stem . "biological") (:form . "biological") (:end . 70)\n (:start . 60) (:id . 52))\n ((:tag . "NNS") (:stem . "concept") (:form . "concepts") (:end . 79)\n (:start . 71) (:id . 53))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 82) (:start . 80)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 86) (:start . 83)\n (:id . 55))\n ((:tag . "NNP") (:stem . "GREC") (:form . "GREC") (:end . 91) (:start . 87)\n (:id . 56))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 96) (:start . 92)\n (:id . 57))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 101) (:start . 97)\n (:id . 58))\n ((:tag . "VBN") (:stem . "be") (:form . "been") (:end . 106) (:start . 102)\n (:id . 59))\n ((:tag . "VBN") (:stem . "assign") (:form . "assigned") (:end . 115)\n (:start . 107) (:id . 60))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 117) (:start . 116)\n (:id . 61))\n ((:tag . "NN") (:stem . "concept") (:form . "concept") (:end . 125)\n (:start . 118) (:id . 62))\n ((:tag . "NN") (:stem . "class") (:form . "class") (:end . 131)\n (:start . 126) (:id . 63))\n ((:tag . "VBG") (:stem . "belong") (:form . "belonging") (:end . 141)\n (:start . 132) (:id . 64))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 144) (:start . 142)\n (:id . 65))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 148) (:start . 145)\n (:id . 66))\n ((:tag . "VBN") (:stem . "indicate") (:form . "indicated") (:end . 158)\n (:start . 149) (:id . 67))\n ((:tag . "NN") (:stem . "supercategory") (:form . "supercategory")\n (:end . 172) (:start . 159) (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 173) (:start . 172)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s12.293) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504096@unknown@formal@none@1@S@The supercategories Nucleic_Acids and Proteins are so dominant because most gene regulation and expression events describe some kind of relationship between entities of these two types.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "supercategory") (:form . "supercategories")\n (:end . 19) (:start . 4) (:id . 43))\n ((:tag . "NNPS") (:stem . "Nucleic_Acid") (:form . "Nucleic_Acids")\n (:end . 33) (:start . 20) (:id . 44))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 37) (:start . 34)\n (:id . 45))\n ((:tag . "NNPS") (:stem . "Protein") (:form . "Proteins") (:end . 46)\n (:start . 38) (:id . 46))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 50) (:start . 47)\n (:id . 47))\n ((:tag . "RB") (:stem . "so") (:form . "so") (:end . 53) (:start . 51)\n (:id . 48))\n ((:tag . "JJ") (:stem . "dominant") (:form . "dominant") (:end . 62)\n (:start . 54) (:id . 49))\n ((:tag . "IN") (:stem . "because") (:form . "because") (:end . 70)\n (:start . 63) (:id . 50))\n ((:tag . "JJS") (:stem . "most") (:form . "most") (:end . 75) (:start . 71)\n (:id . 51))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 80) (:start . 76)\n (:id . 52))\n ((:tag . "NN") (:stem . "regulation") (:form . "regulation") (:end . 91)\n (:start . 81) (:id . 53))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 95) (:start . 92)\n (:id . 54))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 106)\n (:start . 96) (:id . 55))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 113)\n (:start . 107) (:id . 56))\n ((:tag . "VBP") (:stem . "describe") (:form . "describe") (:end . 122)\n (:start . 114) (:id . 57))\n ((:tag . "DT") (:stem . "some") (:form . "some") (:end . 127) (:start . 123)\n (:id . 58))\n ((:tag . "NN") (:stem . "kind") (:form . "kind") (:end . 132) (:start . 128)\n (:id . 59))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 135) (:start . 133)\n (:id . 60))\n ((:tag . "NN") (:stem . "relationship") (:form . "relationship") (:end . 148)\n (:start . 136) (:id . 61))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 156)\n (:start . 149) (:id . 62))\n ((:tag . "NNS") (:stem . "entity") (:form . "entities") (:end . 165)\n (:start . 157) (:id . 63))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 168) (:start . 166)\n (:id . 64))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 174)\n (:start . 169) (:id . 65))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 178) (:start . 175)\n (:id . 66))\n ((:tag . "NNS") (:stem . "type") (:form . "types") (:end . 184)\n (:start . 179) (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 185) (:start . 184)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s12.294) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504097@unknown@formal@none@1@S@The Processes supercategory is also very common, as concepts assigned to this correspond to "embedded" events that describe a mechanistic link between Nucleic_Acid and Proteins, e.g.:@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "Processes") (:form . "Processes") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "supercategory") (:form . "supercategory")\n (:end . 27) (:start . 14) (:id . 44))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 30) (:start . 28)\n (:id . 45))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 35) (:start . 31)\n (:id . 46))\n ((:tag . "RB") (:stem . "very") (:form . "very") (:end . 40) (:start . 36)\n (:id . 47))\n ((:tag . "JJ") (:stem . "common") (:form . "common") (:end . 47)\n (:start . 41) (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 48) (:start . 47)\n (:id . 49))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 51) (:start . 49)\n (:id . 50))\n ((:tag . "NNS") (:stem . "concept") (:form . "concepts") (:end . 60)\n (:start . 52) (:id . 51))\n ((:tag . "VBN") (:stem . "assign") (:form . "assigned") (:end . 69)\n (:start . 61) (:id . 52))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 72) (:start . 70)\n (:id . 53))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 77) (:start . 73)\n (:id . 54))\n ((:tag . "NN") (:stem . "correspond") (:form . "correspond") (:end . 88)\n (:start . 78) (:id . 55))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 91) (:start . 89)\n (:id . 56))\n ((:tag . "``") (:stem . "``") (:form . "“") (:end . 93) (:start . 92)\n (:id . 57))\n ((:tag . "VBN") (:stem . "embed") (:form . "embedded") (:end . 101)\n (:start . 93) (:id . 58))\n ((:tag . "''") (:stem . "''") (:form . "”") (:end . 102) (:start . 101)\n (:id . 59))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 109)\n (:start . 103) (:id . 60))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 114) (:start . 110)\n (:id . 61))\n ((:tag . "VBP") (:stem . "describe") (:form . "describe") (:end . 123)\n (:start . 115) (:id . 62))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 125) (:start . 124)\n (:id . 63))\n ((:tag . "JJ") (:stem . "mechanistic") (:form . "mechanistic") (:end . 137)\n (:start . 126) (:id . 64))\n ((:tag . "NN") (:stem . "link") (:form . "link") (:end . 142) (:start . 138)\n (:id . 65))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 150)\n (:start . 143) (:id . 66))\n ((:tag . "NNP") (:stem . "Nucleic_Acid") (:form . "Nucleic_Acid")\n (:end . 163) (:start . 151) (:id . 67))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 167) (:start . 164)\n (:id . 68))\n ((:tag . "NNPS") (:stem . "Protein") (:form . "Proteins") (:end . 176)\n (:start . 168) (:id . 69))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 177) (:start . 176)\n (:id . 70))\n ((:tag . "FW") (:stem . "e.g.") (:form . "e.g.") (:end . 182) (:start . 178)\n (:id . 71))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 183) (:start . 182)\n (:id . 72)))@@@1@31@((:identifiers (:sid . :s12.295) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504098@unknown@formal@none@1@S@Expression of the ompF and ompC genes is affected in a reciprocal manner by the osmolarity of the growth medium.@(((:tag . "NN") (:stem . "expression") (:form . "Expression") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 13) (:start . 11)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 17) (:start . 14)\n (:id . 44))\n ((:tag . "NN") (:stem . "ompf") (:form . "ompF") (:end . 22) (:start . 18)\n (:id . 45))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 26) (:start . 23)\n (:id . 46))\n ((:tag . "NN") (:stem . "ompc") (:form . "ompC") (:end . 31) (:start . 27)\n (:id . 47))\n ((:tag . "NNS") (:stem . "gene") (:form . "genes") (:end . 37) (:start . 32)\n (:id . 48))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 40) (:start . 38)\n (:id . 49))\n ((:tag . "VBN") (:stem . "affect") (:form . "affected") (:end . 49)\n (:start . 41) (:id . 50))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 52) (:start . 50)\n (:id . 51))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 54) (:start . 53)\n (:id . 52))\n ((:tag . "JJ") (:stem . "reciprocal") (:form . "reciprocal") (:end . 65)\n (:start . 55) (:id . 53))\n ((:tag . "NN") (:stem . "manner") (:form . "manner") (:end . 72)\n (:start . 66) (:id . 54))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 75) (:start . 73)\n (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 79) (:start . 76)\n (:id . 56))\n ((:tag . "NN") (:stem . "osmolarity") (:form . "osmolarity") (:end . 90)\n (:start . 80) (:id . 57))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 93) (:start . 91)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 97) (:start . 94)\n (:id . 59))\n ((:tag . "NN") (:stem . "growth") (:form . "growth") (:end . 104)\n (:start . 98) (:id . 60))\n ((:tag . "NN") (:stem . "medium") (:form . "medium") (:end . 111)\n (:start . 105) (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 112) (:start . 111)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s12.296) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504099@unknown@formal@none@1@S@Annotators were instructed to assign the most specific concept possible in the hierarchy; the results show that 66.91% of assignments indeed constitute the most specific concepts.@(((:tag . "NNS") (:stem . "annotator") (:form . "Annotators") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 15) (:start . 11)\n (:id . 43))\n ((:tag . "VBN") (:stem . "instruct") (:form . "instructed") (:end . 26)\n (:start . 16) (:id . 44))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 29) (:start . 27)\n (:id . 45))\n ((:tag . "VB") (:stem . "assign") (:form . "assign") (:end . 36)\n (:start . 30) (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 40) (:start . 37)\n (:id . 47))\n ((:tag . "RBS") (:stem . "most") (:form . "most") (:end . 45) (:start . 41)\n (:id . 48))\n ((:tag . "JJ") (:stem . "specific") (:form . "specific") (:end . 54)\n (:start . 46) (:id . 49))\n ((:tag . "NN") (:stem . "concept") (:form . "concept") (:end . 62)\n (:start . 55) (:id . 50))\n ((:tag . "JJ") (:stem . "possible") (:form . "possible") (:end . 71)\n (:start . 63) (:id . 51))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 74) (:start . 72)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 78) (:start . 75)\n (:id . 53))\n ((:tag . "NN") (:stem . "hierarchy") (:form . "hierarchy") (:end . 88)\n (:start . 79) (:id . 54))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 89) (:start . 88)\n (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 93) (:start . 90)\n (:id . 56))\n ((:tag . "NNS") (:stem . "result") (:form . "results") (:end . 101)\n (:start . 94) (:id . 57))\n ((:tag . "VBP") (:stem . "show") (:form . "show") (:end . 106) (:start . 102)\n (:id . 58))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 111) (:start . 107)\n (:id . 59))\n ((:tag . "CD") (:stem . "66.91") (:form . "66.91") (:end . 117)\n (:start . 112) (:id . 60))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 118) (:start . 117)\n (:id . 61))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 121) (:start . 119)\n (:id . 62))\n ((:tag . "NNS") (:stem . "assignment") (:form . "assignments") (:end . 133)\n (:start . 122) (:id . 63))\n ((:tag . "RB") (:stem . "indeed") (:form . "indeed") (:end . 140)\n (:start . 134) (:id . 64))\n ((:tag . "VBP") (:stem . "constitute") (:form . "constitute") (:end . 151)\n (:start . 141) (:id . 65))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 155) (:start . 152)\n (:id . 66))\n ((:tag . "RBS") (:stem . "most") (:form . "most") (:end . 160) (:start . 156)\n (:id . 67))\n ((:tag . "JJ") (:stem . "specific") (:form . "specific") (:end . 169)\n (:start . 161) (:id . 68))\n ((:tag . "NNS") (:stem . "concept") (:form . "concepts") (:end . 178)\n (:start . 170) (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 179) (:start . 178)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s12.297) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504100@unknown@formal@none@1@S@Table 8 compares the most commonly assigned concepts in the E. coli and human parts of the corpus.@(((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "CD") (:stem . "8") (:form . "8") (:end . 7) (:start . 6)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "compare") (:form . "compares") (:end . 16)\n (:start . 8) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 20) (:start . 17)\n (:id . 45))\n ((:tag . "RBS") (:stem . "most") (:form . "most") (:end . 25) (:start . 21)\n (:id . 46))\n ((:tag . "RB") (:stem . "commonly") (:form . "commonly") (:end . 34)\n (:start . 26) (:id . 47))\n ((:tag . "VBN") (:stem . "assign") (:form . "assigned") (:end . 43)\n (:start . 35) (:id . 48))\n ((:tag . "NNS") (:stem . "concept") (:form . "concepts") (:end . 52)\n (:start . 44) (:id . 49))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 55) (:start . 53)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 59) (:start . 56)\n (:id . 51))\n ((:tag . "FW") (:stem . "e.") (:form . "E.") (:end . 62) (:start . 60)\n (:id . 52))\n ((:tag . "FW") (:stem . "coli") (:form . "coli") (:end . 67) (:start . 63)\n (:id . 53))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 71) (:start . 68)\n (:id . 54))\n ((:tag . "JJ") (:stem . "human") (:form . "human") (:end . 77) (:start . 72)\n (:id . 55))\n ((:tag . "NNS") (:stem . "part") (:form . "parts") (:end . 83) (:start . 78)\n (:id . 56))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 86) (:start . 84)\n (:id . 57))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 90) (:start . 87)\n (:id . 58))\n ((:tag . "NN") (:stem . "corpus") (:form . "corpus") (:end . 97)\n (:start . 91) (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 98) (:start . 97)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s12.298) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504101@unknown@formal@none@1@S@Comparison of concept assignments in E. coli and human abstracts@(((:tag . "NN") (:stem . "comparison") (:form . "Comparison") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 13) (:start . 11)\n (:id . 43))\n ((:tag . "NN") (:stem . "concept") (:form . "concept") (:end . 21)\n (:start . 14) (:id . 44))\n ((:tag . "NNS") (:stem . "assignment") (:form . "assignments") (:end . 33)\n (:start . 22) (:id . 45))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 36) (:start . 34)\n (:id . 46))\n ((:tag . "FW") (:stem . "e.") (:form . "E.") (:end . 39) (:start . 37)\n (:id . 47))\n ((:tag . "FW") (:stem . "coli") (:form . "coli") (:end . 44) (:start . 40)\n (:id . 48))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 48) (:start . 45)\n (:id . 49))\n ((:tag . "JJ") (:stem . "human") (:form . "human") (:end . 54) (:start . 49)\n (:id . 50))\n ((:tag . "NNS") (:stem . "abstract") (:form . "abstracts") (:end . 64)\n (:start . 55) (:id . 51)))@@@1@10@((:identifiers (:sid . :s12.299) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|TableLegend|)))@oe@9-2-2011 5504102@unknown@formal@none@1@S@Gene constitutes the most commonly assigned concept in both parts of the corpus.@(((:tag . "NNP") (:stem . "Gene") (:form . "Gene") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "constitute") (:form . "constitutes") (:end . 16)\n (:start . 5) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 20) (:start . 17)\n (:id . 44))\n ((:tag . "RBS") (:stem . "most") (:form . "most") (:end . 25) (:start . 21)\n (:id . 45))\n ((:tag . "RB") (:stem . "commonly") (:form . "commonly") (:end . 34)\n (:start . 26) (:id . 46))\n ((:tag . "VBN") (:stem . "assign") (:form . "assigned") (:end . 43)\n (:start . 35) (:id . 47))\n ((:tag . "NN") (:stem . "concept") (:form . "concept") (:end . 51)\n (:start . 44) (:id . 48))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 54) (:start . 52)\n (:id . 49))\n ((:tag . "DT") (:stem . "both") (:form . "both") (:end . 59) (:start . 55)\n (:id . 50))\n ((:tag . "NNS") (:stem . "part") (:form . "parts") (:end . 65) (:start . 60)\n (:id . 51))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 68) (:start . 66)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 72) (:start . 69)\n (:id . 53))\n ((:tag . "NN") (:stem . "corpus") (:form . "corpus") (:end . 79)\n (:start . 73) (:id . 54))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 80) (:start . 79)\n (:id . 55)))@@@1@14@((:identifiers (:sid . :s12.300) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504103@unknown@formal@none@1@S@It is a general, rather than a specific concept in the Nucleic_Acids hierarchy.@(((:tag . "PRP") (:stem . "it") (:form . "It") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 5) (:start . 3)\n (:id . 43))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 7) (:start . 6)\n (:id . 44))\n ((:tag . "JJ") (:stem . "general") (:form . "general") (:end . 15)\n (:start . 8) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 16) (:start . 15)\n (:id . 46))\n ((:tag . "RB") (:stem . "rather") (:form . "rather") (:end . 23)\n (:start . 17) (:id . 47))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 28) (:start . 24)\n (:id . 48))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 30) (:start . 29)\n (:id . 49))\n ((:tag . "JJ") (:stem . "specific") (:form . "specific") (:end . 39)\n (:start . 31) (:id . 50))\n ((:tag . "NN") (:stem . "concept") (:form . "concept") (:end . 47)\n (:start . 40) (:id . 51))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 50) (:start . 48)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 54) (:start . 51)\n (:id . 53))\n ((:tag . "NNP") (:stem . "Nucleic_Acids") (:form . "Nucleic_Acids")\n (:end . 68) (:start . 55) (:id . 54))\n ((:tag . "NN") (:stem . "hierarchy") (:form . "hierarchy") (:end . 78)\n (:start . 69) (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 79) (:start . 78)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s12.301) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504104@unknown@formal@none@1@S@However, the frequency of assignments of its specific subtypes, i.e., Mutant_Gene, ORF and Allele is very low, with 19, 10 and 1 assignment, respectively.@(((:tag . "RB") (:stem . "however") (:form . "However") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 12) (:start . 9)\n (:id . 44))\n ((:tag . "NN") (:stem . "frequency") (:form . "frequency") (:end . 22)\n (:start . 13) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 25) (:start . 23)\n (:id . 46))\n ((:tag . "NNS") (:stem . "assignment") (:form . "assignments") (:end . 37)\n (:start . 26) (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 40) (:start . 38)\n (:id . 48))\n ((:tag . "PRP$") (:stem . "its") (:form . "its") (:end . 44) (:start . 41)\n (:id . 49))\n ((:tag . "JJ") (:stem . "specific") (:form . "specific") (:end . 53)\n (:start . 45) (:id . 50))\n ((:tag . "NNS") (:stem . "subtype") (:form . "subtypes") (:end . 62)\n (:start . 54) (:id . 51))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 63) (:start . 62)\n (:id . 52))\n ((:tag . "FW") (:stem . "i.e.") (:form . "i.e.") (:end . 68) (:start . 64)\n (:id . 53))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 69) (:start . 68)\n (:id . 54))\n ((:tag . "NNP") (:stem . "Mutant_Gene") (:form . "Mutant_Gene") (:end . 81)\n (:start . 70) (:id . 55))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 82) (:start . 81)\n (:id . 56))\n ((:tag . "NNP") (:stem . "ORF") (:form . "ORF") (:end . 86) (:start . 83)\n (:id . 57))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 90) (:start . 87)\n (:id . 58))\n ((:tag . "NNP") (:stem . "Allele") (:form . "Allele") (:end . 97)\n (:start . 91) (:id . 59))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 100) (:start . 98)\n (:id . 60))\n ((:tag . "RB") (:stem . "very") (:form . "very") (:end . 105) (:start . 101)\n (:id . 61))\n ((:tag . "JJ") (:stem . "low") (:form . "low") (:end . 109) (:start . 106)\n (:id . 62))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 110) (:start . 109)\n (:id . 63))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 115) (:start . 111)\n (:id . 64))\n ((:tag . "CD") (:stem . "19") (:form . "19") (:end . 118) (:start . 116)\n (:id . 65))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 119) (:start . 118)\n (:id . 66))\n ((:tag . "CD") (:stem . "10") (:form . "10") (:end . 122) (:start . 120)\n (:id . 67))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 126) (:start . 123)\n (:id . 68))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 128) (:start . 127)\n (:id . 69))\n ((:tag . "NN") (:stem . "assignment") (:form . "assignment") (:end . 139)\n (:start . 129) (:id . 70))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 140) (:start . 139)\n (:id . 71))\n ((:tag . "RB") (:stem . "respectively") (:form . "respectively") (:end . 153)\n (:start . 141) (:id . 72))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 154) (:start . 153)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s12.302) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504105@unknown@formal@none@1@S@This suggests that more specific concept type assignment for genes can be problematic.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "suggest") (:form . "suggests") (:end . 13)\n (:start . 5) (:id . 43))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 18) (:start . 14)\n (:id . 44))\n ((:tag . "RBR") (:stem . "more") (:form . "more") (:end . 23) (:start . 19)\n (:id . 45))\n ((:tag . "JJ") (:stem . "specific") (:form . "specific") (:end . 32)\n (:start . 24) (:id . 46))\n ((:tag . "NN") (:stem . "concept") (:form . "concept") (:end . 40)\n (:start . 33) (:id . 47))\n ((:tag . "NN") (:stem . "type") (:form . "type") (:end . 45) (:start . 41)\n (:id . 48))\n ((:tag . "NN") (:stem . "assignment") (:form . "assignment") (:end . 56)\n (:start . 46) (:id . 49))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 60) (:start . 57)\n (:id . 50))\n ((:tag . "NNS") (:stem . "gene") (:form . "genes") (:end . 66) (:start . 61)\n (:id . 51))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 70) (:start . 67)\n (:id . 52))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 73) (:start . 71)\n (:id . 53))\n ((:tag . "JJ") (:stem . "problematic") (:form . "problematic") (:end . 85)\n (:start . 74) (:id . 54))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 86) (:start . 85)\n (:id . 55)))@@@1@14@((:hcues ((:id . :x12.303.1) (:span 67 70)) ((:id . :x12.303.2) (:span 5 13)))\n (:hscopes ((:id . :x12.303.1) (:span 19 85))\n ((:id . :x12.303.2) (:span 5 85)))\n (:identifiers (:sid . :s12.303) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504106@unknown@formal@none@1@S@The category Transcription_Factor also has far more assignments than its sub-categories, Repressor and Activator in the human part of the corpus.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "category") (:form . "category") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "transcription_factor")\n (:form . "Transcription_Factor") (:end . 33) (:start . 13) (:id . 44))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 38) (:start . 34)\n (:id . 45))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 42) (:start . 39)\n (:id . 46))\n ((:tag . "RB") (:stem . "far") (:form . "far") (:end . 46) (:start . 43)\n (:id . 47))\n ((:tag . "JJR") (:stem . "more") (:form . "more") (:end . 51) (:start . 47)\n (:id . 48))\n ((:tag . "NNS") (:stem . "assignment") (:form . "assignments") (:end . 63)\n (:start . 52) (:id . 49))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 68) (:start . 64)\n (:id . 50))\n ((:tag . "PRP$") (:stem . "its") (:form . "its") (:end . 72) (:start . 69)\n (:id . 51))\n ((:tag . "NNS") (:stem . "sub-category") (:form . "sub-categories")\n (:end . 87) (:start . 73) (:id . 52))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 88) (:start . 87)\n (:id . 53))\n ((:tag . "NNP") (:stem . "Repressor") (:form . "Repressor") (:end . 98)\n (:start . 89) (:id . 54))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 102) (:start . 99)\n (:id . 55))\n ((:tag . "NNP") (:stem . "Activator") (:form . "Activator") (:end . 112)\n (:start . 103) (:id . 56))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 115) (:start . 113)\n (:id . 57))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 119) (:start . 116)\n (:id . 58))\n ((:tag . "JJ") (:stem . "human") (:form . "human") (:end . 125)\n (:start . 120) (:id . 59))\n ((:tag . "NN") (:stem . "part") (:form . "part") (:end . 130) (:start . 126)\n (:id . 60))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 133) (:start . 131)\n (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 137) (:start . 134)\n (:id . 62))\n ((:tag . "NN") (:stem . "corpus") (:form . "corpus") (:end . 144)\n (:start . 138) (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 145) (:start . 144)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s12.304) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504107@unknown@formal@none@1@S@However, Transcription_Factor is not nearly as frequent in E. coli abstracts as in human corpus (see Table 7).@(((:tag . "RB") (:stem . "however") (:form . "However") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "NN") (:stem . "transcription_factor")\n (:form . "Transcription_Factor") (:end . 29) (:start . 9) (:id . 44))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 32) (:start . 30)\n (:id . 45))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 36) (:start . 33)\n (:id . 46))\n ((:tag . "RB") (:stem . "nearly") (:form . "nearly") (:end . 43)\n (:start . 37) (:id . 47))\n ((:tag . "RB") (:stem . "as") (:form . "as") (:end . 46) (:start . 44)\n (:id . 48))\n ((:tag . "JJ") (:stem . "frequent") (:form . "frequent") (:end . 55)\n (:start . 47) (:id . 49))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 58) (:start . 56)\n (:id . 50))\n ((:tag . "FW") (:stem . "e.") (:form . "E.") (:end . 61) (:start . 59)\n (:id . 51))\n ((:tag . "FW") (:stem . "coli") (:form . "coli") (:end . 66) (:start . 62)\n (:id . 52))\n ((:tag . "NNS") (:stem . "abstract") (:form . "abstracts") (:end . 76)\n (:start . 67) (:id . 53))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 79) (:start . 77)\n (:id . 54))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 82) (:start . 80)\n (:id . 55))\n ((:tag . "JJ") (:stem . "human") (:form . "human") (:end . 88) (:start . 83)\n (:id . 56))\n ((:tag . "NN") (:stem . "corpus") (:form . "corpus") (:end . 95)\n (:start . 89) (:id . 57))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 97) (:start . 96)\n (:id . 58))\n ((:tag . "VB") (:stem . "see") (:form . "see") (:end . 100) (:start . 97)\n (:id . 59))\n ((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 106)\n (:start . 101) (:id . 60))\n ((:tag . "CD") (:stem . "7") (:form . "7") (:end . 108) (:start . 107)\n (:id . 61))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 109) (:start . 108)\n (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 110) (:start . 109)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s12.305) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504108@unknown@formal@none@1@S@These differences represent important biological information: due to the relative complexity of eukaryotic systems, transcription factors play a very important role in gene regulation compared to prokaryotes, like E. coli.@(((:tag . "DT") (:stem . "these") (:form . "These") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "difference") (:form . "differences") (:end . 17)\n (:start . 6) (:id . 43))\n ((:tag . "VBP") (:stem . "represent") (:form . "represent") (:end . 27)\n (:start . 18) (:id . 44))\n ((:tag . "JJ") (:stem . "important") (:form . "important") (:end . 37)\n (:start . 28) (:id . 45))\n ((:tag . "JJ") (:stem . "biological") (:form . "biological") (:end . 48)\n (:start . 38) (:id . 46))\n ((:tag . "NN") (:stem . "information") (:form . "information") (:end . 60)\n (:start . 49) (:id . 47))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 61) (:start . 60)\n (:id . 48))\n ((:tag . "JJ") (:stem . "due") (:form . "due") (:end . 65) (:start . 62)\n (:id . 49))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 68) (:start . 66)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 72) (:start . 69)\n (:id . 51))\n ((:tag . "JJ") (:stem . "relative") (:form . "relative") (:end . 81)\n (:start . 73) (:id . 52))\n ((:tag . "NN") (:stem . "complexity") (:form . "complexity") (:end . 92)\n (:start . 82) (:id . 53))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 95) (:start . 93)\n (:id . 54))\n ((:tag . "JJ") (:stem . "eukaryotic") (:form . "eukaryotic") (:end . 106)\n (:start . 96) (:id . 55))\n ((:tag . "NNS") (:stem . "system") (:form . "systems") (:end . 114)\n (:start . 107) (:id . 56))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 115) (:start . 114)\n (:id . 57))\n ((:tag . "NN") (:stem . "transcription") (:form . "transcription")\n (:end . 129) (:start . 116) (:id . 58))\n ((:tag . "NNS") (:stem . "factor") (:form . "factors") (:end . 137)\n (:start . 130) (:id . 59))\n ((:tag . "VBP") (:stem . "play") (:form . "play") (:end . 142) (:start . 138)\n (:id . 60))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 144) (:start . 143)\n (:id . 61))\n ((:tag . "RB") (:stem . "very") (:form . "very") (:end . 149) (:start . 145)\n (:id . 62))\n ((:tag . "JJ") (:stem . "important") (:form . "important") (:end . 159)\n (:start . 150) (:id . 63))\n ((:tag . "NN") (:stem . "role") (:form . "role") (:end . 164) (:start . 160)\n (:id . 64))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 167) (:start . 165)\n (:id . 65))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 172) (:start . 168)\n (:id . 66))\n ((:tag . "NN") (:stem . "regulation") (:form . "regulation") (:end . 183)\n (:start . 173) (:id . 67))\n ((:tag . "VBN") (:stem . "compare") (:form . "compared") (:end . 192)\n (:start . 184) (:id . 68))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 195) (:start . 193)\n (:id . 69))\n ((:tag . "NNS") (:stem . "prokaryote") (:form . "prokaryotes") (:end . 207)\n (:start . 196) (:id . 70))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 208) (:start . 207)\n (:id . 71))\n ((:tag . "IN") (:stem . "like") (:form . "like") (:end . 213) (:start . 209)\n (:id . 72))\n ((:tag . "NNP") (:stem . "E.") (:form . "E.") (:end . 216) (:start . 214)\n (:id . 73))\n ((:tag . "NNP") (:stem . "coli") (:form . "coli") (:end . 221) (:start . 217)\n (:id . 74))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 222) (:start . 221)\n (:id . 75)))@@@1@34@((:identifiers (:sid . :s12.306) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504109@unknown@formal@none@1@S@Quality control@(((:tag . "NN") (:stem . "quality") (:form . "Quality") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "control") (:form . "control") (:end . 15)\n (:start . 8) (:id . 43)))@@@1@2@((:identifiers (:sid . :s12.307) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504110@unknown@formal@none@1@S@Previously, we showed that good rates of agreement were achieved by the end of the training period.@(((:tag . "RB") (:stem . "previously") (:form . "Previously") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 11) (:start . 10)\n (:id . 43))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 14) (:start . 12)\n (:id . 44))\n ((:tag . "VBD") (:stem . "show") (:form . "showed") (:end . 21) (:start . 15)\n (:id . 45))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 26) (:start . 22)\n (:id . 46))\n ((:tag . "JJ") (:stem . "good") (:form . "good") (:end . 31) (:start . 27)\n (:id . 47))\n ((:tag . "NNS") (:stem . "rate") (:form . "rates") (:end . 37) (:start . 32)\n (:id . 48))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 40) (:start . 38)\n (:id . 49))\n ((:tag . "NN") (:stem . "agreement") (:form . "agreement") (:end . 50)\n (:start . 41) (:id . 50))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 55) (:start . 51)\n (:id . 51))\n ((:tag . "VBN") (:stem . "achieve") (:form . "achieved") (:end . 64)\n (:start . 56) (:id . 52))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 67) (:start . 65)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 71) (:start . 68)\n (:id . 54))\n ((:tag . "NN") (:stem . "end") (:form . "end") (:end . 75) (:start . 72)\n (:id . 55))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 78) (:start . 76)\n (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 82) (:start . 79)\n (:id . 57))\n ((:tag . "NN") (:stem . "training") (:form . "training") (:end . 91)\n (:start . 83) (:id . 58))\n ((:tag . "NN") (:stem . "period") (:form . "period") (:end . 98)\n (:start . 92) (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 99) (:start . 98)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s12.308) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504111@unknown@formal@none@1@S@To ensure annotation quality was maintained in the final GREC, approximately one quarter of the abstracts was annotated by all annotators.@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VB") (:stem . "ensure") (:form . "ensure") (:end . 9) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 20)\n (:start . 10) (:id . 44))\n ((:tag . "NN") (:stem . "quality") (:form . "quality") (:end . 28)\n (:start . 21) (:id . 45))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 32) (:start . 29)\n (:id . 46))\n ((:tag . "VBN") (:stem . "maintain") (:form . "maintained") (:end . 43)\n (:start . 33) (:id . 47))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 46) (:start . 44)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 50) (:start . 47)\n (:id . 49))\n ((:tag . "JJ") (:stem . "final") (:form . "final") (:end . 56) (:start . 51)\n (:id . 50))\n ((:tag . "NNP") (:stem . "GREC") (:form . "GREC") (:end . 61) (:start . 57)\n (:id . 51))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 62) (:start . 61)\n (:id . 52))\n ((:tag . "RB") (:stem . "approximately") (:form . "approximately")\n (:end . 76) (:start . 63) (:id . 53))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 80) (:start . 77)\n (:id . 54))\n ((:tag . "NN") (:stem . "quarter") (:form . "quarter") (:end . 88)\n (:start . 81) (:id . 55))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 91) (:start . 89)\n (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 95) (:start . 92)\n (:id . 57))\n ((:tag . "NNS") (:stem . "abstract") (:form . "abstracts") (:end . 105)\n (:start . 96) (:id . 58))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 109) (:start . 106)\n (:id . 59))\n ((:tag . "VBN") (:stem . "annotate") (:form . "annotated") (:end . 119)\n (:start . 110) (:id . 60))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 122) (:start . 120)\n (:id . 61))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 126) (:start . 123)\n (:id . 62))\n ((:tag . "NNS") (:stem . "annotator") (:form . "annotators") (:end . 137)\n (:start . 127) (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 138) (:start . 137)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s12.309) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504112@unknown@formal@none@1@S@In this section, we firstly present some general agreement statistics relating to the whole corpus, followed by more detailed statistics regarding semantic role and biological concept assignment.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "section") (:form . "section") (:end . 15)\n (:start . 8) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 16) (:start . 15)\n (:id . 45))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 19) (:start . 17)\n (:id . 46))\n ((:tag . "RB") (:stem . "firstly") (:form . "firstly") (:end . 27)\n (:start . 20) (:id . 47))\n ((:tag . "VBP") (:stem . "present") (:form . "present") (:end . 35)\n (:start . 28) (:id . 48))\n ((:tag . "DT") (:stem . "some") (:form . "some") (:end . 40) (:start . 36)\n (:id . 49))\n ((:tag . "JJ") (:stem . "general") (:form . "general") (:end . 48)\n (:start . 41) (:id . 50))\n ((:tag . "NN") (:stem . "agreement") (:form . "agreement") (:end . 58)\n (:start . 49) (:id . 51))\n ((:tag . "NNS") (:stem . "statistic") (:form . "statistics") (:end . 69)\n (:start . 59) (:id . 52))\n ((:tag . "VBG") (:stem . "relate") (:form . "relating") (:end . 78)\n (:start . 70) (:id . 53))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 81) (:start . 79)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 85) (:start . 82)\n (:id . 55))\n ((:tag . "JJ") (:stem . "whole") (:form . "whole") (:end . 91) (:start . 86)\n (:id . 56))\n ((:tag . "NN") (:stem . "corpus") (:form . "corpus") (:end . 98)\n (:start . 92) (:id . 57))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 99) (:start . 98)\n (:id . 58))\n ((:tag . "VBN") (:stem . "follow") (:form . "followed") (:end . 108)\n (:start . 100) (:id . 59))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 111) (:start . 109)\n (:id . 60))\n ((:tag . "RBR") (:stem . "more") (:form . "more") (:end . 116) (:start . 112)\n (:id . 61))\n ((:tag . "JJ") (:stem . "detailed") (:form . "detailed") (:end . 125)\n (:start . 117) (:id . 62))\n ((:tag . "NNS") (:stem . "statistic") (:form . "statistics") (:end . 136)\n (:start . 126) (:id . 63))\n ((:tag . "VBG") (:stem . "regard") (:form . "regarding") (:end . 146)\n (:start . 137) (:id . 64))\n ((:tag . "JJ") (:stem . "semantic") (:form . "semantic") (:end . 155)\n (:start . 147) (:id . 65))\n ((:tag . "NN") (:stem . "role") (:form . "role") (:end . 160) (:start . 156)\n (:id . 66))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 164) (:start . 161)\n (:id . 67))\n ((:tag . "JJ") (:stem . "biological") (:form . "biological") (:end . 175)\n (:start . 165) (:id . 68))\n ((:tag . "NN") (:stem . "concept") (:form . "concept") (:end . 183)\n (:start . 176) (:id . 69))\n ((:tag . "NN") (:stem . "assignment") (:form . "assignment") (:end . 194)\n (:start . 184) (:id . 70))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 195) (:start . 194)\n (:id . 71)))@@@1@30@((:identifiers (:sid . :s12.310) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504113@unknown@formal@none@1@S@Finally, we examine some types of annotator discrepancies that were found through manual examination of the corpus.@(((:tag . "RB") (:stem . "finally") (:form . "Finally") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "VBP") (:stem . "examine") (:form . "examine") (:end . 19)\n (:start . 12) (:id . 45))\n ((:tag . "DT") (:stem . "some") (:form . "some") (:end . 24) (:start . 20)\n (:id . 46))\n ((:tag . "NNS") (:stem . "type") (:form . "types") (:end . 30) (:start . 25)\n (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 33) (:start . 31)\n (:id . 48))\n ((:tag . "NN") (:stem . "annotator") (:form . "annotator") (:end . 43)\n (:start . 34) (:id . 49))\n ((:tag . "NNS") (:stem . "discrepancy") (:form . "discrepancies") (:end . 57)\n (:start . 44) (:id . 50))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 62) (:start . 58)\n (:id . 51))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 67) (:start . 63)\n (:id . 52))\n ((:tag . "VBN") (:stem . "find") (:form . "found") (:end . 73) (:start . 68)\n (:id . 53))\n ((:tag . "IN") (:stem . "through") (:form . "through") (:end . 81)\n (:start . 74) (:id . 54))\n ((:tag . "JJ") (:stem . "manual") (:form . "manual") (:end . 88)\n (:start . 82) (:id . 55))\n ((:tag . "NN") (:stem . "examination") (:form . "examination") (:end . 100)\n (:start . 89) (:id . 56))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 103) (:start . 101)\n (:id . 57))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 107) (:start . 104)\n (:id . 58))\n ((:tag . "NN") (:stem . "corpus") (:form . "corpus") (:end . 114)\n (:start . 108) (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 115) (:start . 114)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s12.311) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504114@unknown@formal@none@1@S@General agreement statistics@(((:tag . "JJ") (:stem . "general") (:form . "General") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "agreement") (:form . "agreement") (:end . 17)\n (:start . 8) (:id . 43))\n ((:tag . "NNS") (:stem . "statistic") (:form . "statistics") (:end . 28)\n (:start . 18) (:id . 44)))@@@1@3@((:identifiers (:sid . :s12.312) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504115@unknown@formal@none@1@S@Average agreement rates for the final corpus were calculated in the same way and for the same annotation subtasks as during the training period.@(((:tag . "JJ") (:stem . "average") (:form . "Average") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "agreement") (:form . "agreement") (:end . 17)\n (:start . 8) (:id . 43))\n ((:tag . "NNS") (:stem . "rate") (:form . "rates") (:end . 23) (:start . 18)\n (:id . 44))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 27) (:start . 24)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 31) (:start . 28)\n (:id . 46))\n ((:tag . "JJ") (:stem . "final") (:form . "final") (:end . 37) (:start . 32)\n (:id . 47))\n ((:tag . "NN") (:stem . "corpus") (:form . "corpus") (:end . 44)\n (:start . 38) (:id . 48))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 49) (:start . 45)\n (:id . 49))\n ((:tag . "VBN") (:stem . "calculate") (:form . "calculated") (:end . 60)\n (:start . 50) (:id . 50))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 63) (:start . 61)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 67) (:start . 64)\n (:id . 52))\n ((:tag . "JJ") (:stem . "same") (:form . "same") (:end . 72) (:start . 68)\n (:id . 53))\n ((:tag . "NN") (:stem . "way") (:form . "way") (:end . 76) (:start . 73)\n (:id . 54))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 80) (:start . 77)\n (:id . 55))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 84) (:start . 81)\n (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 88) (:start . 85)\n (:id . 57))\n ((:tag . "JJ") (:stem . "same") (:form . "same") (:end . 93) (:start . 89)\n (:id . 58))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 104)\n (:start . 94) (:id . 59))\n ((:tag . "NNS") (:stem . "subtask") (:form . "subtasks") (:end . 113)\n (:start . 105) (:id . 60))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 116) (:start . 114)\n (:id . 61))\n ((:tag . "IN") (:stem . "during") (:form . "during") (:end . 123)\n (:start . 117) (:id . 62))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 127) (:start . 124)\n (:id . 63))\n ((:tag . "NN") (:stem . "training") (:form . "training") (:end . 136)\n (:start . 128) (:id . 64))\n ((:tag . "NN") (:stem . "period") (:form . "period") (:end . 143)\n (:start . 137) (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 144) (:start . 143)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s12.313) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504116@unknown@formal@none@1@S@These are reported in Table 9, categorised according to abstract subject.@(((:tag . "DT") (:stem . "these") (:form . "These") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 9) (:start . 6)\n (:id . 43))\n ((:tag . "VBN") (:stem . "report") (:form . "reported") (:end . 18)\n (:start . 10) (:id . 44))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 21) (:start . 19)\n (:id . 45))\n ((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 27) (:start . 22)\n (:id . 46))\n ((:tag . "CD") (:stem . "9") (:form . "9") (:end . 29) (:start . 28)\n (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 30) (:start . 29)\n (:id . 48))\n ((:tag . "VBD") (:stem . "categorise") (:form . "categorised") (:end . 42)\n (:start . 31) (:id . 49))\n ((:tag . "VBG") (:stem . "accord") (:form . "according") (:end . 52)\n (:start . 43) (:id . 50))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 55) (:start . 53)\n (:id . 51))\n ((:tag . "VB") (:stem . "abstract") (:form . "abstract") (:end . 64)\n (:start . 56) (:id . 52))\n ((:tag . "NN") (:stem . "subject") (:form . "subject") (:end . 72)\n (:start . 65) (:id . 53))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 73) (:start . 72)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s12.314) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504117@unknown@formal@none@1@S@In most cases, agreement rates are maintain the same level, or in some cases exceed those attained by the end of the training period.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "JJS") (:stem . "most") (:form . "most") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "NNS") (:stem . "case") (:form . "cases") (:end . 13) (:start . 8)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 14) (:start . 13)\n (:id . 45))\n ((:tag . "NN") (:stem . "agreement") (:form . "agreement") (:end . 24)\n (:start . 15) (:id . 46))\n ((:tag . "NNS") (:stem . "rate") (:form . "rates") (:end . 30) (:start . 25)\n (:id . 47))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 34) (:start . 31)\n (:id . 48))\n ((:tag . "VB") (:stem . "maintain") (:form . "maintain") (:end . 43)\n (:start . 35) (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 47) (:start . 44)\n (:id . 50))\n ((:tag . "JJ") (:stem . "same") (:form . "same") (:end . 52) (:start . 48)\n (:id . 51))\n ((:tag . "NN") (:stem . "level") (:form . "level") (:end . 58) (:start . 53)\n (:id . 52))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 59) (:start . 58)\n (:id . 53))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 62) (:start . 60)\n (:id . 54))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 65) (:start . 63)\n (:id . 55))\n ((:tag . "DT") (:stem . "some") (:form . "some") (:end . 70) (:start . 66)\n (:id . 56))\n ((:tag . "NNS") (:stem . "case") (:form . "cases") (:end . 76) (:start . 71)\n (:id . 57))\n ((:tag . "VBP") (:stem . "exceed") (:form . "exceed") (:end . 83)\n (:start . 77) (:id . 58))\n ((:tag . "DT") (:stem . "those") (:form . "those") (:end . 89) (:start . 84)\n (:id . 59))\n ((:tag . "VBN") (:stem . "attain") (:form . "attained") (:end . 98)\n (:start . 90) (:id . 60))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 101) (:start . 99)\n (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 105) (:start . 102)\n (:id . 62))\n ((:tag . "NN") (:stem . "end") (:form . "end") (:end . 109) (:start . 106)\n (:id . 63))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 112) (:start . 110)\n (:id . 64))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 116) (:start . 113)\n (:id . 65))\n ((:tag . "NN") (:stem . "training") (:form . "training") (:end . 125)\n (:start . 117) (:id . 66))\n ((:tag . "NN") (:stem . "period") (:form . "period") (:end . 132)\n (:start . 126) (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 133) (:start . 132)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s12.315) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504118@unknown@formal@none@1@S@General agreement statistics in the GREC@(((:tag . "JJ") (:stem . "general") (:form . "General") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "agreement") (:form . "agreement") (:end . 17)\n (:start . 8) (:id . 43))\n ((:tag . "NNS") (:stem . "statistic") (:form . "statistics") (:end . 28)\n (:start . 18) (:id . 44))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 31) (:start . 29)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 35) (:start . 32)\n (:id . 46))\n ((:tag . "NNP") (:stem . "GREC") (:form . "GREC") (:end . 40) (:start . 36)\n (:id . 47)))@@@1@6@((:identifiers (:sid . :s12.316) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|TableLegend|)))@oe@9-2-2011 5504119@unknown@formal@none@1@S@Particularly high levels of agreement (88% or above) are achieved for both the identification of semantic arguments and the assignment of semantic roles to these arguments.@(((:tag . "RB") (:stem . "particularly") (:form . "Particularly") (:end . 12)\n (:start . 0) (:id . 42))\n ((:tag . "JJ") (:stem . "high") (:form . "high") (:end . 17) (:start . 13)\n (:id . 43))\n ((:tag . "NNS") (:stem . "level") (:form . "levels") (:end . 24)\n (:start . 18) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 27) (:start . 25)\n (:id . 45))\n ((:tag . "NN") (:stem . "agreement") (:form . "agreement") (:end . 37)\n (:start . 28) (:id . 46))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 39) (:start . 38)\n (:id . 47))\n ((:tag . "CD") (:stem . "88") (:form . "88") (:end . 41) (:start . 39)\n (:id . 48))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 42) (:start . 41)\n (:id . 49))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 45) (:start . 43)\n (:id . 50))\n ((:tag . "IN") (:stem . "above") (:form . "above") (:end . 51) (:start . 46)\n (:id . 51))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 52) (:start . 51)\n (:id . 52))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 56) (:start . 53)\n (:id . 53))\n ((:tag . "VBN") (:stem . "achieve") (:form . "achieved") (:end . 65)\n (:start . 57) (:id . 54))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 69) (:start . 66)\n (:id . 55))\n ((:tag . "CC") (:stem . "both") (:form . "both") (:end . 74) (:start . 70)\n (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 78) (:start . 75)\n (:id . 57))\n ((:tag . "NN") (:stem . "identification") (:form . "identification")\n (:end . 93) (:start . 79) (:id . 58))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 96) (:start . 94)\n (:id . 59))\n ((:tag . "JJ") (:stem . "semantic") (:form . "semantic") (:end . 105)\n (:start . 97) (:id . 60))\n ((:tag . "NNS") (:stem . "argument") (:form . "arguments") (:end . 115)\n (:start . 106) (:id . 61))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 119) (:start . 116)\n (:id . 62))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 123) (:start . 120)\n (:id . 63))\n ((:tag . "NN") (:stem . "assignment") (:form . "assignment") (:end . 134)\n (:start . 124) (:id . 64))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 137) (:start . 135)\n (:id . 65))\n ((:tag . "JJ") (:stem . "semantic") (:form . "semantic") (:end . 146)\n (:start . 138) (:id . 66))\n ((:tag . "NNS") (:stem . "role") (:form . "roles") (:end . 152)\n (:start . 147) (:id . 67))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 155) (:start . 153)\n (:id . 68))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 161)\n (:start . 156) (:id . 69))\n ((:tag . "NNS") (:stem . "argument") (:form . "arguments") (:end . 171)\n (:start . 162) (:id . 70))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 172) (:start . 171)\n (:id . 71)))@@@1@30@((:identifiers (:sid . :s12.317) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504120@unknown@formal@none@1@S@As these are the subtasks that we originally identified as being more linguistically-oriented than others, our results suggest that a detailed set of guidelines, together with an intensive training programme, allow these tasks to be carried out by biologists to a high degree of accuracy.@(((:tag . "IN") (:stem . "as") (:form . "As") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 8) (:start . 3)\n (:id . 43))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 12) (:start . 9)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 16) (:start . 13)\n (:id . 45))\n ((:tag . "NNS") (:stem . "subtask") (:form . "subtasks") (:end . 25)\n (:start . 17) (:id . 46))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 30) (:start . 26)\n (:id . 47))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 33) (:start . 31)\n (:id . 48))\n ((:tag . "RB") (:stem . "originally") (:form . "originally") (:end . 44)\n (:start . 34) (:id . 49))\n ((:tag . "VBN") (:stem . "identify") (:form . "identified") (:end . 55)\n (:start . 45) (:id . 50))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 58) (:start . 56)\n (:id . 51))\n ((:tag . "VBG") (:stem . "be") (:form . "being") (:end . 64) (:start . 59)\n (:id . 52))\n ((:tag . "RBR") (:stem . "more") (:form . "more") (:end . 69) (:start . 65)\n (:id . 53))\n ((:tag . "JJ") (:stem . "linguistically-oriented")\n (:form . "linguistically-oriented") (:end . 93) (:start . 70) (:id . 54))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 98) (:start . 94)\n (:id . 55))\n ((:tag . "NNS") (:stem . "other") (:form . "others") (:end . 105)\n (:start . 99) (:id . 56))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 106) (:start . 105)\n (:id . 57))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 110) (:start . 107)\n (:id . 58))\n ((:tag . "NNS") (:stem . "result") (:form . "results") (:end . 118)\n (:start . 111) (:id . 59))\n ((:tag . "VBP") (:stem . "suggest") (:form . "suggest") (:end . 126)\n (:start . 119) (:id . 60))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 131) (:start . 127)\n (:id . 61))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 133) (:start . 132)\n (:id . 62))\n ((:tag . "JJ") (:stem . "detailed") (:form . "detailed") (:end . 142)\n (:start . 134) (:id . 63))\n ((:tag . "NN") (:stem . "set") (:form . "set") (:end . 146) (:start . 143)\n (:id . 64))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 149) (:start . 147)\n (:id . 65))\n ((:tag . "NNS") (:stem . "guideline") (:form . "guidelines") (:end . 160)\n (:start . 150) (:id . 66))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 161) (:start . 160)\n (:id . 67))\n ((:tag . "RB") (:stem . "together") (:form . "together") (:end . 170)\n (:start . 162) (:id . 68))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 175) (:start . 171)\n (:id . 69))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 178) (:start . 176)\n (:id . 70))\n ((:tag . "JJ") (:stem . "intensive") (:form . "intensive") (:end . 188)\n (:start . 179) (:id . 71))\n ((:tag . "NN") (:stem . "training") (:form . "training") (:end . 197)\n (:start . 189) (:id . 72))\n ((:tag . "NN") (:stem . "programme") (:form . "programme") (:end . 207)\n (:start . 198) (:id . 73))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 208) (:start . 207)\n (:id . 74))\n ((:tag . "VBP") (:stem . "allow") (:form . "allow") (:end . 214)\n (:start . 209) (:id . 75))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 220)\n (:start . 215) (:id . 76))\n ((:tag . "NNS") (:stem . "task") (:form . "tasks") (:end . 226)\n (:start . 221) (:id . 77))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 229) (:start . 227)\n (:id . 78))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 232) (:start . 230)\n (:id . 79))\n ((:tag . "VBN") (:stem . "carry") (:form . "carried") (:end . 240)\n (:start . 233) (:id . 80))\n ((:tag . "RP") (:stem . "out") (:form . "out") (:end . 244) (:start . 241)\n (:id . 81))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 247) (:start . 245)\n (:id . 82))\n ((:tag . "NNS") (:stem . "biologist") (:form . "biologists") (:end . 258)\n (:start . 248) (:id . 83))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 261) (:start . 259)\n (:id . 84))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 263) (:start . 262)\n (:id . 85))\n ((:tag . "JJ") (:stem . "high") (:form . "high") (:end . 268) (:start . 264)\n (:id . 86))\n ((:tag . "NN") (:stem . "degree") (:form . "degree") (:end . 275)\n (:start . 269) (:id . 87))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 278) (:start . 276)\n (:id . 88))\n ((:tag . "NN") (:stem . "accuracy") (:form . "accuracy") (:end . 287)\n (:start . 279) (:id . 89))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 288) (:start . 287)\n (:id . 90)))@@@1@49@((:hcues ((:id . :x12.318.1) (:span 119 126)))\n (:hscopes ((:id . :x12.318.1) (:span 119 287)))\n (:identifiers (:sid . :s12.318) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504121@unknown@formal@none@1@S@Semantic role assignment@(((:tag . "JJ") (:stem . "semantic") (:form . "Semantic") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "role") (:form . "role") (:end . 13) (:start . 9)\n (:id . 43))\n ((:tag . "NN") (:stem . "assignment") (:form . "assignment") (:end . 24)\n (:start . 14) (:id . 44)))@@@1@3@((:identifiers (:sid . :s12.319) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504122@unknown@formal@none@1@S@Table 10 provides more detailed agreement rates for semantic role assignment.@(((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "CD") (:stem . "10") (:form . "10") (:end . 8) (:start . 6)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "provide") (:form . "provides") (:end . 17)\n (:start . 9) (:id . 44))\n ((:tag . "RBR") (:stem . "more") (:form . "more") (:end . 22) (:start . 18)\n (:id . 45))\n ((:tag . "JJ") (:stem . "detailed") (:form . "detailed") (:end . 31)\n (:start . 23) (:id . 46))\n ((:tag . "NN") (:stem . "agreement") (:form . "agreement") (:end . 41)\n (:start . 32) (:id . 47))\n ((:tag . "NNS") (:stem . "rate") (:form . "rates") (:end . 47) (:start . 42)\n (:id . 48))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 51) (:start . 48)\n (:id . 49))\n ((:tag . "JJ") (:stem . "semantic") (:form . "semantic") (:end . 60)\n (:start . 52) (:id . 50))\n ((:tag . "NN") (:stem . "role") (:form . "role") (:end . 65) (:start . 61)\n (:id . 51))\n ((:tag . "NN") (:stem . "assignment") (:form . "assignment") (:end . 76)\n (:start . 66) (:id . 52))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 77) (:start . 76)\n (:id . 53)))@@@1@12@((:identifiers (:sid . :s12.320) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504123@unknown@formal@none@1@S@High levels of agreement (over 84%) are achieved amongst many of the most commonly occurring roles, including AGENT, THEME, MANNER, LOCATION, DESTINATION and SOURCE.@(((:tag . "JJ") (:stem . "high") (:form . "High") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "level") (:form . "levels") (:end . 11) (:start . 5)\n (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 14) (:start . 12)\n (:id . 44))\n ((:tag . "NN") (:stem . "agreement") (:form . "agreement") (:end . 24)\n (:start . 15) (:id . 45))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 26) (:start . 25)\n (:id . 46))\n ((:tag . "IN") (:stem . "over") (:form . "over") (:end . 30) (:start . 26)\n (:id . 47))\n ((:tag . "CD") (:stem . "84") (:form . "84") (:end . 33) (:start . 31)\n (:id . 48))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 34) (:start . 33)\n (:id . 49))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 35) (:start . 34)\n (:id . 50))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 39) (:start . 36)\n (:id . 51))\n ((:tag . "VBN") (:stem . "achieve") (:form . "achieved") (:end . 48)\n (:start . 40) (:id . 52))\n ((:tag . "IN") (:stem . "amongst") (:form . "amongst") (:end . 56)\n (:start . 49) (:id . 53))\n ((:tag . "JJ") (:stem . "many") (:form . "many") (:end . 61) (:start . 57)\n (:id . 54))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 64) (:start . 62)\n (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 68) (:start . 65)\n (:id . 56))\n ((:tag . "RBS") (:stem . "most") (:form . "most") (:end . 73) (:start . 69)\n (:id . 57))\n ((:tag . "RB") (:stem . "commonly") (:form . "commonly") (:end . 82)\n (:start . 74) (:id . 58))\n ((:tag . "VBG") (:stem . "occur") (:form . "occurring") (:end . 92)\n (:start . 83) (:id . 59))\n ((:tag . "NNS") (:stem . "role") (:form . "roles") (:end . 98) (:start . 93)\n (:id . 60))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 99) (:start . 98)\n (:id . 61))\n ((:tag . "VBG") (:stem . "include") (:form . "including") (:end . 109)\n (:start . 100) (:id . 62))\n ((:tag . "NNP") (:stem . "AGENT") (:form . "AGENT") (:end . 115)\n (:start . 110) (:id . 63))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 116) (:start . 115)\n (:id . 64))\n ((:tag . "NNP") (:stem . "THEME") (:form . "THEME") (:end . 122)\n (:start . 117) (:id . 65))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 123) (:start . 122)\n (:id . 66))\n ((:tag . "NNP") (:stem . "MANNER") (:form . "MANNER") (:end . 130)\n (:start . 124) (:id . 67))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 131) (:start . 130)\n (:id . 68))\n ((:tag . "NNP") (:stem . "LOCATION") (:form . "LOCATION") (:end . 140)\n (:start . 132) (:id . 69))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 141) (:start . 140)\n (:id . 70))\n ((:tag . "NNP") (:stem . "DESTINATION") (:form . "DESTINATION") (:end . 153)\n (:start . 142) (:id . 71))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 157) (:start . 154)\n (:id . 72))\n ((:tag . "NNP") (:stem . "SOURCE") (:form . "SOURCE") (:end . 164)\n (:start . 158) (:id . 73))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 165) (:start . 164)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s12.321) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504124@unknown@formal@none@1@S@However, CONDITION and DESCRIPTIVE-THEME are also fairly common, but have lower rates of agreement.@(((:tag . "RB") (:stem . "however") (:form . "However") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "NNP") (:stem . "CONDITION") (:form . "CONDITION") (:end . 18)\n (:start . 9) (:id . 44))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 22) (:start . 19)\n (:id . 45))\n ((:tag . "NNP") (:stem . "DESCRIPTIVE-THEME") (:form . "DESCRIPTIVE-THEME")\n (:end . 40) (:start . 23) (:id . 46))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 44) (:start . 41)\n (:id . 47))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 49) (:start . 45)\n (:id . 48))\n ((:tag . "RB") (:stem . "fairly") (:form . "fairly") (:end . 56)\n (:start . 50) (:id . 49))\n ((:tag . "JJ") (:stem . "common") (:form . "common") (:end . 63)\n (:start . 57) (:id . 50))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 64) (:start . 63)\n (:id . 51))\n ((:tag . "CC") (:stem . "but") (:form . "but") (:end . 68) (:start . 65)\n (:id . 52))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 73) (:start . 69)\n (:id . 53))\n ((:tag . "JJR") (:stem . "low") (:form . "lower") (:end . 79) (:start . 74)\n (:id . 54))\n ((:tag . "NNS") (:stem . "rate") (:form . "rates") (:end . 85) (:start . 80)\n (:id . 55))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 88) (:start . 86)\n (:id . 56))\n ((:tag . "NN") (:stem . "agreement") (:form . "agreement") (:end . 98)\n (:start . 89) (:id . 57))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 99) (:start . 98)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s12.322) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504125@unknown@formal@none@1@S@Discrepancies have been examined and are further discussed in the Annotator Discrepancies section below.@(((:tag . "NNS") (:stem . "discrepancy") (:form . "Discrepancies") (:end . 13)\n (:start . 0) (:id . 42))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 18) (:start . 14)\n (:id . 43))\n ((:tag . "VBN") (:stem . "be") (:form . "been") (:end . 23) (:start . 19)\n (:id . 44))\n ((:tag . "VBN") (:stem . "examine") (:form . "examined") (:end . 32)\n (:start . 24) (:id . 45))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 36) (:start . 33)\n (:id . 46))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 40) (:start . 37)\n (:id . 47))\n ((:tag . "RBR") (:stem . "further") (:form . "further") (:end . 48)\n (:start . 41) (:id . 48))\n ((:tag . "VBN") (:stem . "discuss") (:form . "discussed") (:end . 58)\n (:start . 49) (:id . 49))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 61) (:start . 59)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 65) (:start . 62)\n (:id . 51))\n ((:tag . "NNP") (:stem . "Annotator") (:form . "Annotator") (:end . 75)\n (:start . 66) (:id . 52))\n ((:tag . "NNP") (:stem . "Discrepancies") (:form . "Discrepancies")\n (:end . 89) (:start . 76) (:id . 53))\n ((:tag . "NN") (:stem . "section") (:form . "section") (:end . 97)\n (:start . 90) (:id . 54))\n ((:tag . "IN") (:stem . "below") (:form . "below") (:end . 103) (:start . 98)\n (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 104) (:start . 103)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s12.323) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504126@unknown@formal@none@1@S@Most of the other role types occur much less frequently in the corpus (varying between 1-5% of events), meaning that the agreement rates shown may be less reliable.@(((:tag . "JJS") (:stem . "most") (:form . "Most") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 11) (:start . 8)\n (:id . 44))\n ((:tag . "JJ") (:stem . "other") (:form . "other") (:end . 17) (:start . 12)\n (:id . 45))\n ((:tag . "NN") (:stem . "role") (:form . "role") (:end . 22) (:start . 18)\n (:id . 46))\n ((:tag . "NNS") (:stem . "type") (:form . "types") (:end . 28) (:start . 23)\n (:id . 47))\n ((:tag . "VBP") (:stem . "occur") (:form . "occur") (:end . 34) (:start . 29)\n (:id . 48))\n ((:tag . "RB") (:stem . "much") (:form . "much") (:end . 39) (:start . 35)\n (:id . 49))\n ((:tag . "RBR") (:stem . "less") (:form . "less") (:end . 44) (:start . 40)\n (:id . 50))\n ((:tag . "RB") (:stem . "frequently") (:form . "frequently") (:end . 55)\n (:start . 45) (:id . 51))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 58) (:start . 56)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 62) (:start . 59)\n (:id . 53))\n ((:tag . "NN") (:stem . "corpus") (:form . "corpus") (:end . 69)\n (:start . 63) (:id . 54))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 71) (:start . 70)\n (:id . 55))\n ((:tag . "VBG") (:stem . "vary") (:form . "varying") (:end . 78)\n (:start . 71) (:id . 56))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 86)\n (:start . 79) (:id . 57))\n ((:tag . "CD") (:stem . "1-5") (:form . "1-5") (:end . 90) (:start . 87)\n (:id . 58))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 91) (:start . 90)\n (:id . 59))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 94) (:start . 92)\n (:id . 60))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 101)\n (:start . 95) (:id . 61))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 102) (:start . 101)\n (:id . 62))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 103) (:start . 102)\n (:id . 63))\n ((:tag . "VBG") (:stem . "mean") (:form . "meaning") (:end . 111)\n (:start . 104) (:id . 64))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 116) (:start . 112)\n (:id . 65))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 120) (:start . 117)\n (:id . 66))\n ((:tag . "NN") (:stem . "agreement") (:form . "agreement") (:end . 130)\n (:start . 121) (:id . 67))\n ((:tag . "NNS") (:stem . "rate") (:form . "rates") (:end . 136)\n (:start . 131) (:id . 68))\n ((:tag . "VBN") (:stem . "show") (:form . "shown") (:end . 142)\n (:start . 137) (:id . 69))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 146) (:start . 143)\n (:id . 70))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 149) (:start . 147)\n (:id . 71))\n ((:tag . "RBR") (:stem . "less") (:form . "less") (:end . 154) (:start . 150)\n (:id . 72))\n ((:tag . "JJ") (:stem . "reliable") (:form . "reliable") (:end . 163)\n (:start . 155) (:id . 73))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 164) (:start . 163)\n (:id . 74)))@@@1@33@((:hcues ((:id . :x12.324.1) (:span 143 146)))\n (:hscopes ((:id . :x12.324.1) (:span 143 163)))\n (:identifiers (:sid . :s12.324) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504127@unknown@formal@none@1@S@Individual role agreement statistics@(((:tag . "JJ") (:stem . "individual") (:form . "Individual") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "role") (:form . "role") (:end . 15) (:start . 11)\n (:id . 43))\n ((:tag . "NN") (:stem . "agreement") (:form . "agreement") (:end . 25)\n (:start . 16) (:id . 44))\n ((:tag . "NNS") (:stem . "statistic") (:form . "statistics") (:end . 36)\n (:start . 26) (:id . 45)))@@@1@4@((:identifiers (:sid . :s12.325) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|TableLegend|)))@oe@9-2-2011 5504128@unknown@formal@none@1@S@Biological concept assignment@(((:tag . "JJ") (:stem . "biological") (:form . "Biological") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "concept") (:form . "concept") (:end . 18)\n (:start . 11) (:id . 43))\n ((:tag . "NN") (:stem . "assignment") (:form . "assignment") (:end . 29)\n (:start . 19) (:id . 44)))@@@1@3@((:identifiers (:sid . :s12.326) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504129@unknown@formal@none@1@S@Whilst Table 9 showed that coarse-grained biological category assignment achieved around 95% agreement, the assignment of finer-grained categories achieved the lowest agreement rates amongst all annotation subtasks.@(((:tag . "NNP") (:stem . "Whilst") (:form . "Whilst") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "Table") (:form . "Table") (:end . 12) (:start . 7)\n (:id . 43))\n ((:tag . "CD") (:stem . "9") (:form . "9") (:end . 14) (:start . 13)\n (:id . 44))\n ((:tag . "VBD") (:stem . "show") (:form . "showed") (:end . 21) (:start . 15)\n (:id . 45))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 26) (:start . 22)\n (:id . 46))\n ((:tag . "JJ") (:stem . "coarse-grained") (:form . "coarse-grained")\n (:end . 41) (:start . 27) (:id . 47))\n ((:tag . "JJ") (:stem . "biological") (:form . "biological") (:end . 52)\n (:start . 42) (:id . 48))\n ((:tag . "NN") (:stem . "category") (:form . "category") (:end . 61)\n (:start . 53) (:id . 49))\n ((:tag . "NN") (:stem . "assignment") (:form . "assignment") (:end . 72)\n (:start . 62) (:id . 50))\n ((:tag . "VBN") (:stem . "achieve") (:form . "achieved") (:end . 81)\n (:start . 73) (:id . 51))\n ((:tag . "IN") (:stem . "around") (:form . "around") (:end . 88)\n (:start . 82) (:id . 52))\n ((:tag . "CD") (:stem . "95") (:form . "95") (:end . 91) (:start . 89)\n (:id . 53))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 92) (:start . 91)\n (:id . 54))\n ((:tag . "NN") (:stem . "agreement") (:form . "agreement") (:end . 102)\n (:start . 93) (:id . 55))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 103) (:start . 102)\n (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 107) (:start . 104)\n (:id . 57))\n ((:tag . "NN") (:stem . "assignment") (:form . "assignment") (:end . 118)\n (:start . 108) (:id . 58))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 121) (:start . 119)\n (:id . 59))\n ((:tag . "JJ") (:stem . "finer-grained") (:form . "finer-grained")\n (:end . 135) (:start . 122) (:id . 60))\n ((:tag . "NNS") (:stem . "category") (:form . "categories") (:end . 146)\n (:start . 136) (:id . 61))\n ((:tag . "VBD") (:stem . "achieve") (:form . "achieved") (:end . 155)\n (:start . 147) (:id . 62))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 159) (:start . 156)\n (:id . 63))\n ((:tag . "JJS") (:stem . "low") (:form . "lowest") (:end . 166)\n (:start . 160) (:id . 64))\n ((:tag . "NN") (:stem . "agreement") (:form . "agreement") (:end . 176)\n (:start . 167) (:id . 65))\n ((:tag . "NNS") (:stem . "rate") (:form . "rates") (:end . 182)\n (:start . 177) (:id . 66))\n ((:tag . "IN") (:stem . "amongst") (:form . "amongst") (:end . 190)\n (:start . 183) (:id . 67))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 194) (:start . 191)\n (:id . 68))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 205)\n (:start . 195) (:id . 69))\n ((:tag . "NNS") (:stem . "subtask") (:form . "subtasks") (:end . 214)\n (:start . 206) (:id . 70))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 215) (:start . 214)\n (:id . 71)))@@@1@30@((:identifiers (:sid . :s12.327) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504130@unknown@formal@none@1@S@Table 11 shows the most commonly assigned categories in each portion of the corpus, together with their agreement rates.@(((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "CD") (:stem . "11") (:form . "11") (:end . 8) (:start . 6)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "show") (:form . "shows") (:end . 14) (:start . 9)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 18) (:start . 15)\n (:id . 45))\n ((:tag . "RBS") (:stem . "most") (:form . "most") (:end . 23) (:start . 19)\n (:id . 46))\n ((:tag . "RB") (:stem . "commonly") (:form . "commonly") (:end . 32)\n (:start . 24) (:id . 47))\n ((:tag . "VBN") (:stem . "assign") (:form . "assigned") (:end . 41)\n (:start . 33) (:id . 48))\n ((:tag . "NNS") (:stem . "category") (:form . "categories") (:end . 52)\n (:start . 42) (:id . 49))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 55) (:start . 53)\n (:id . 50))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 60) (:start . 56)\n (:id . 51))\n ((:tag . "NN") (:stem . "portion") (:form . "portion") (:end . 68)\n (:start . 61) (:id . 52))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 71) (:start . 69)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 75) (:start . 72)\n (:id . 54))\n ((:tag . "NN") (:stem . "corpus") (:form . "corpus") (:end . 82)\n (:start . 76) (:id . 55))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 83) (:start . 82)\n (:id . 56))\n ((:tag . "RB") (:stem . "together") (:form . "together") (:end . 92)\n (:start . 84) (:id . 57))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 97) (:start . 93)\n (:id . 58))\n ((:tag . "PRP$") (:stem . "their") (:form . "their") (:end . 103)\n (:start . 98) (:id . 59))\n ((:tag . "NN") (:stem . "agreement") (:form . "agreement") (:end . 113)\n (:start . 104) (:id . 60))\n ((:tag . "NNS") (:stem . "rate") (:form . "rates") (:end . 119)\n (:start . 114) (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 120) (:start . 119)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s12.328) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504131@unknown@formal@none@1@S@Individual biological concept category agreement statistics@(((:tag . "JJ") (:stem . "individual") (:form . "Individual") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "JJ") (:stem . "biological") (:form . "biological") (:end . 21)\n (:start . 11) (:id . 43))\n ((:tag . "NN") (:stem . "concept") (:form . "concept") (:end . 29)\n (:start . 22) (:id . 44))\n ((:tag . "NN") (:stem . "category") (:form . "category") (:end . 38)\n (:start . 30) (:id . 45))\n ((:tag . "NN") (:stem . "agreement") (:form . "agreement") (:end . 48)\n (:start . 39) (:id . 46))\n ((:tag . "NNS") (:stem . "statistic") (:form . "statistics") (:end . 59)\n (:start . 49) (:id . 47)))@@@1@6@((:identifiers (:sid . :s12.329) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|TableLegend|)))@oe@9-2-2011 5504132@unknown@formal@none@1@S@Table 11 illustrates that there are several differences in the most commonly assigned concepts according to the species referred to in the abstract (i.e., E. coli or human).@(((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "CD") (:stem . "11") (:form . "11") (:end . 8) (:start . 6)\n (:id . 43))\n ((:tag . "NNS") (:stem . "illustrate") (:form . "illustrates") (:end . 20)\n (:start . 9) (:id . 44))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 25) (:start . 21)\n (:id . 45))\n ((:tag . "EX") (:stem . "there") (:form . "there") (:end . 31) (:start . 26)\n (:id . 46))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 35) (:start . 32)\n (:id . 47))\n ((:tag . "JJ") (:stem . "several") (:form . "several") (:end . 43)\n (:start . 36) (:id . 48))\n ((:tag . "NNS") (:stem . "difference") (:form . "differences") (:end . 55)\n (:start . 44) (:id . 49))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 58) (:start . 56)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 62) (:start . 59)\n (:id . 51))\n ((:tag . "RBS") (:stem . "most") (:form . "most") (:end . 67) (:start . 63)\n (:id . 52))\n ((:tag . "RB") (:stem . "commonly") (:form . "commonly") (:end . 76)\n (:start . 68) (:id . 53))\n ((:tag . "VBN") (:stem . "assign") (:form . "assigned") (:end . 85)\n (:start . 77) (:id . 54))\n ((:tag . "NNS") (:stem . "concept") (:form . "concepts") (:end . 94)\n (:start . 86) (:id . 55))\n ((:tag . "VBG") (:stem . "accord") (:form . "according") (:end . 104)\n (:start . 95) (:id . 56))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 107) (:start . 105)\n (:id . 57))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 111) (:start . 108)\n (:id . 58))\n ((:tag . "NNS") (:stem . "specie") (:form . "species") (:end . 119)\n (:start . 112) (:id . 59))\n ((:tag . "VBN") (:stem . "refer") (:form . "referred") (:end . 128)\n (:start . 120) (:id . 60))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 131) (:start . 129)\n (:id . 61))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 134) (:start . 132)\n (:id . 62))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 138) (:start . 135)\n (:id . 63))\n ((:tag . "NN") (:stem . "abstract") (:form . "abstract") (:end . 147)\n (:start . 139) (:id . 64))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 149) (:start . 148)\n (:id . 65))\n ((:tag . "FW") (:stem . "i.e.") (:form . "i.e.") (:end . 153) (:start . 149)\n (:id . 66))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 154) (:start . 153)\n (:id . 67))\n ((:tag . "FW") (:stem . "e.") (:form . "E.") (:end . 157) (:start . 155)\n (:id . 68))\n ((:tag . "FW") (:stem . "coli") (:form . "coli") (:end . 162) (:start . 158)\n (:id . 69))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 165) (:start . 163)\n (:id . 70))\n ((:tag . "JJ") (:stem . "human") (:form . "human") (:end . 171)\n (:start . 166) (:id . 71))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 172) (:start . 171)\n (:id . 72))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 173) (:start . 172)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s12.330) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504133@unknown@formal@none@1@S@There are also large differences in the rates of agreement for different categories, which are not correlated with their frequency of occurrence.@(((:tag . "EX") (:stem . "there") (:form . "There") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 9) (:start . 6)\n (:id . 43))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 14) (:start . 10)\n (:id . 44))\n ((:tag . "JJ") (:stem . "large") (:form . "large") (:end . 20) (:start . 15)\n (:id . 45))\n ((:tag . "NNS") (:stem . "difference") (:form . "differences") (:end . 32)\n (:start . 21) (:id . 46))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 35) (:start . 33)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 39) (:start . 36)\n (:id . 48))\n ((:tag . "NNS") (:stem . "rate") (:form . "rates") (:end . 45) (:start . 40)\n (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 48) (:start . 46)\n (:id . 50))\n ((:tag . "NN") (:stem . "agreement") (:form . "agreement") (:end . 58)\n (:start . 49) (:id . 51))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 62) (:start . 59)\n (:id . 52))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 72)\n (:start . 63) (:id . 53))\n ((:tag . "NNS") (:stem . "category") (:form . "categories") (:end . 83)\n (:start . 73) (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 84) (:start . 83)\n (:id . 55))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 90) (:start . 85)\n (:id . 56))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 94) (:start . 91)\n (:id . 57))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 98) (:start . 95)\n (:id . 58))\n ((:tag . "VBN") (:stem . "correlate") (:form . "correlated") (:end . 109)\n (:start . 99) (:id . 59))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 114) (:start . 110)\n (:id . 60))\n ((:tag . "PRP$") (:stem . "their") (:form . "their") (:end . 120)\n (:start . 115) (:id . 61))\n ((:tag . "NN") (:stem . "frequency") (:form . "frequency") (:end . 130)\n (:start . 121) (:id . 62))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 133) (:start . 131)\n (:id . 63))\n ((:tag . "NN") (:stem . "occurrence") (:form . "occurrence") (:end . 144)\n (:start . 134) (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 145) (:start . 144)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s12.331) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504134@unknown@formal@none@1@S@High levels of agreement (over 75%) are achieved for a number of these categories, most notably Transcription, Cells, Regulation, Promoter, Gene and Enzyme.@(((:tag . "JJ") (:stem . "high") (:form . "High") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "level") (:form . "levels") (:end . 11) (:start . 5)\n (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 14) (:start . 12)\n (:id . 44))\n ((:tag . "NN") (:stem . "agreement") (:form . "agreement") (:end . 24)\n (:start . 15) (:id . 45))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 26) (:start . 25)\n (:id . 46))\n ((:tag . "IN") (:stem . "over") (:form . "over") (:end . 30) (:start . 26)\n (:id . 47))\n ((:tag . "CD") (:stem . "75") (:form . "75") (:end . 33) (:start . 31)\n (:id . 48))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 34) (:start . 33)\n (:id . 49))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 35) (:start . 34)\n (:id . 50))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 39) (:start . 36)\n (:id . 51))\n ((:tag . "VBN") (:stem . "achieve") (:form . "achieved") (:end . 48)\n (:start . 40) (:id . 52))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 52) (:start . 49)\n (:id . 53))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 54) (:start . 53)\n (:id . 54))\n ((:tag . "NN") (:stem . "number") (:form . "number") (:end . 61)\n (:start . 55) (:id . 55))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 64) (:start . 62)\n (:id . 56))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 70) (:start . 65)\n (:id . 57))\n ((:tag . "NNS") (:stem . "category") (:form . "categories") (:end . 81)\n (:start . 71) (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 82) (:start . 81)\n (:id . 59))\n ((:tag . "RBS") (:stem . "most") (:form . "most") (:end . 87) (:start . 83)\n (:id . 60))\n ((:tag . "RB") (:stem . "notably") (:form . "notably") (:end . 95)\n (:start . 88) (:id . 61))\n ((:tag . "NNP") (:stem . "Transcription") (:form . "Transcription")\n (:end . 109) (:start . 96) (:id . 62))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 110) (:start . 109)\n (:id . 63))\n ((:tag . "NNP") (:stem . "Cells") (:form . "Cells") (:end . 116)\n (:start . 111) (:id . 64))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 117) (:start . 116)\n (:id . 65))\n ((:tag . "NNP") (:stem . "Regulation") (:form . "Regulation") (:end . 128)\n (:start . 118) (:id . 66))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 129) (:start . 128)\n (:id . 67))\n ((:tag . "NNP") (:stem . "Promoter") (:form . "Promoter") (:end . 138)\n (:start . 130) (:id . 68))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 139) (:start . 138)\n (:id . 69))\n ((:tag . "NNP") (:stem . "Gene") (:form . "Gene") (:end . 144) (:start . 140)\n (:id . 70))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 148) (:start . 145)\n (:id . 71))\n ((:tag . "NNP") (:stem . "Enzyme") (:form . "Enzyme") (:end . 155)\n (:start . 149) (:id . 72))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 156) (:start . 155)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s12.332) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504135@unknown@formal@none@1@S@In general, the classes with the highest agreement seem to be those that do not have very specific interpretations, i.e., those concepts with broader interpretations which are understandable by biologists with different backgrounds.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "general") (:form . "general") (:end . 10)\n (:start . 3) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 11) (:start . 10)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 15) (:start . 12)\n (:id . 45))\n ((:tag . "NNS") (:stem . "class") (:form . "classes") (:end . 23)\n (:start . 16) (:id . 46))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 28) (:start . 24)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 32) (:start . 29)\n (:id . 48))\n ((:tag . "JJS") (:stem . "high") (:form . "highest") (:end . 40)\n (:start . 33) (:id . 49))\n ((:tag . "NN") (:stem . "agreement") (:form . "agreement") (:end . 50)\n (:start . 41) (:id . 50))\n ((:tag . "VBP") (:stem . "seem") (:form . "seem") (:end . 55) (:start . 51)\n (:id . 51))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 58) (:start . 56)\n (:id . 52))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 61) (:start . 59)\n (:id . 53))\n ((:tag . "DT") (:stem . "those") (:form . "those") (:end . 67) (:start . 62)\n (:id . 54))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 72) (:start . 68)\n (:id . 55))\n ((:tag . "VBP") (:stem . "do") (:form . "do") (:end . 75) (:start . 73)\n (:id . 56))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 79) (:start . 76)\n (:id . 57))\n ((:tag . "VB") (:stem . "have") (:form . "have") (:end . 84) (:start . 80)\n (:id . 58))\n ((:tag . "RB") (:stem . "very") (:form . "very") (:end . 89) (:start . 85)\n (:id . 59))\n ((:tag . "JJ") (:stem . "specific") (:form . "specific") (:end . 98)\n (:start . 90) (:id . 60))\n ((:tag . "NNS") (:stem . "interpretation") (:form . "interpretations")\n (:end . 114) (:start . 99) (:id . 61))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 115) (:start . 114)\n (:id . 62))\n ((:tag . "FW") (:stem . "i.e.") (:form . "i.e.") (:end . 120) (:start . 116)\n (:id . 63))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 121) (:start . 120)\n (:id . 64))\n ((:tag . "DT") (:stem . "those") (:form . "those") (:end . 127)\n (:start . 122) (:id . 65))\n ((:tag . "NNS") (:stem . "concept") (:form . "concepts") (:end . 136)\n (:start . 128) (:id . 66))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 141) (:start . 137)\n (:id . 67))\n ((:tag . "JJR") (:stem . "broad") (:form . "broader") (:end . 149)\n (:start . 142) (:id . 68))\n ((:tag . "NNS") (:stem . "interpretation") (:form . "interpretations")\n (:end . 165) (:start . 150) (:id . 69))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 171)\n (:start . 166) (:id . 70))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 175) (:start . 172)\n (:id . 71))\n ((:tag . "JJ") (:stem . "understandable") (:form . "understandable")\n (:end . 190) (:start . 176) (:id . 72))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 193) (:start . 191)\n (:id . 73))\n ((:tag . "NNS") (:stem . "biologist") (:form . "biologists") (:end . 204)\n (:start . 194) (:id . 74))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 209) (:start . 205)\n (:id . 75))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 219)\n (:start . 210) (:id . 76))\n ((:tag . "NNS") (:stem . "background") (:form . "backgrounds") (:end . 231)\n (:start . 220) (:id . 77))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 232) (:start . 231)\n (:id . 78)))@@@1@37@((:identifiers (:sid . :s12.333) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504136@unknown@formal@none@1@S@This means that the highest levels of agreement have been reached when the context dictates that a very specific concept cannot be assigned.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "mean") (:form . "means") (:end . 10) (:start . 5)\n (:id . 43))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 15) (:start . 11)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 19) (:start . 16)\n (:id . 45))\n ((:tag . "JJS") (:stem . "high") (:form . "highest") (:end . 27)\n (:start . 20) (:id . 46))\n ((:tag . "NNS") (:stem . "level") (:form . "levels") (:end . 34)\n (:start . 28) (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 37) (:start . 35)\n (:id . 48))\n ((:tag . "NN") (:stem . "agreement") (:form . "agreement") (:end . 47)\n (:start . 38) (:id . 49))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 52) (:start . 48)\n (:id . 50))\n ((:tag . "VBN") (:stem . "be") (:form . "been") (:end . 57) (:start . 53)\n (:id . 51))\n ((:tag . "VBN") (:stem . "reach") (:form . "reached") (:end . 65)\n (:start . 58) (:id . 52))\n ((:tag . "WRB") (:stem . "when") (:form . "when") (:end . 70) (:start . 66)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 74) (:start . 71)\n (:id . 54))\n ((:tag . "NN") (:stem . "context") (:form . "context") (:end . 82)\n (:start . 75) (:id . 55))\n ((:tag . "VBZ") (:stem . "dictate") (:form . "dictates") (:end . 91)\n (:start . 83) (:id . 56))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 96) (:start . 92)\n (:id . 57))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 98) (:start . 97)\n (:id . 58))\n ((:tag . "RB") (:stem . "very") (:form . "very") (:end . 103) (:start . 99)\n (:id . 59))\n ((:tag . "JJ") (:stem . "specific") (:form . "specific") (:end . 112)\n (:start . 104) (:id . 60))\n ((:tag . "NN") (:stem . "concept") (:form . "concept") (:end . 120)\n (:start . 113) (:id . 61))\n ((:tag . "NN") (:stem . "cannot") (:form . "cannot") (:end . 127)\n (:start . 121) (:id . 62))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 130) (:start . 128)\n (:id . 63))\n ((:tag . "VBN") (:stem . "assign") (:form . "assigned") (:end . 139)\n (:start . 131) (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 140) (:start . 139)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s12.334) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504137@unknown@formal@none@1@S@Less agreement is achieved for categories that are more specific to the context of gene regulation and expression, such as Activator, Repressor, Transcription_Factor, etc.@(((:tag . "NN") (:stem . "less") (:form . "Less") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "agreement") (:form . "agreement") (:end . 14)\n (:start . 5) (:id . 43))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 17) (:start . 15)\n (:id . 44))\n ((:tag . "VBN") (:stem . "achieve") (:form . "achieved") (:end . 26)\n (:start . 18) (:id . 45))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 30) (:start . 27)\n (:id . 46))\n ((:tag . "NNS") (:stem . "category") (:form . "categories") (:end . 41)\n (:start . 31) (:id . 47))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 46) (:start . 42)\n (:id . 48))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 50) (:start . 47)\n (:id . 49))\n ((:tag . "RBR") (:stem . "more") (:form . "more") (:end . 55) (:start . 51)\n (:id . 50))\n ((:tag . "JJ") (:stem . "specific") (:form . "specific") (:end . 64)\n (:start . 56) (:id . 51))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 67) (:start . 65)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 71) (:start . 68)\n (:id . 53))\n ((:tag . "NN") (:stem . "context") (:form . "context") (:end . 79)\n (:start . 72) (:id . 54))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 82) (:start . 80)\n (:id . 55))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 87) (:start . 83)\n (:id . 56))\n ((:tag . "NN") (:stem . "regulation") (:form . "regulation") (:end . 98)\n (:start . 88) (:id . 57))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 102) (:start . 99)\n (:id . 58))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 113)\n (:start . 103) (:id . 59))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 114) (:start . 113)\n (:id . 60))\n ((:tag . "JJ") (:stem . "such") (:form . "such") (:end . 119) (:start . 115)\n (:id . 61))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 122) (:start . 120)\n (:id . 62))\n ((:tag . "NNP") (:stem . "Activator") (:form . "Activator") (:end . 132)\n (:start . 123) (:id . 63))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 133) (:start . 132)\n (:id . 64))\n ((:tag . "NNP") (:stem . "Repressor") (:form . "Repressor") (:end . 143)\n (:start . 134) (:id . 65))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 144) (:start . 143)\n (:id . 66))\n ((:tag . "NNP") (:stem . "Transcription_Factor")\n (:form . "Transcription_Factor") (:end . 165) (:start . 145) (:id . 67))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 166) (:start . 165)\n (:id . 68))\n ((:tag . "NN") (:stem . "etc") (:form . "etc") (:end . 170) (:start . 167)\n (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 171) (:start . 170)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s12.335) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504138@unknown@formal@none@1@S@Annotator discrepancies@(((:tag . "NNP") (:stem . "Annotator") (:form . "Annotator") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "discrepancy") (:form . "discrepancies") (:end . 23)\n (:start . 10) (:id . 43)))@@@1@2@((:identifiers (:sid . :s12.336) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504139@unknown@formal@none@1@S@Certain discrepancies between annotators exist in the final corpus, of which a number are highlighted in this section.@(((:tag . "JJ") (:stem . "certain") (:form . "Certain") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "discrepancy") (:form . "discrepancies") (:end . 21)\n (:start . 8) (:id . 43))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 29)\n (:start . 22) (:id . 44))\n ((:tag . "NNS") (:stem . "annotator") (:form . "annotators") (:end . 40)\n (:start . 30) (:id . 45))\n ((:tag . "VBP") (:stem . "exist") (:form . "exist") (:end . 46) (:start . 41)\n (:id . 46))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 49) (:start . 47)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 53) (:start . 50)\n (:id . 48))\n ((:tag . "JJ") (:stem . "final") (:form . "final") (:end . 59) (:start . 54)\n (:id . 49))\n ((:tag . "NN") (:stem . "corpus") (:form . "corpus") (:end . 66)\n (:start . 60) (:id . 50))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 67) (:start . 66)\n (:id . 51))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 70) (:start . 68)\n (:id . 52))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 76) (:start . 71)\n (:id . 53))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 78) (:start . 77)\n (:id . 54))\n ((:tag . "NN") (:stem . "number") (:form . "number") (:end . 85)\n (:start . 79) (:id . 55))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 89) (:start . 86)\n (:id . 56))\n ((:tag . "VBN") (:stem . "highlight") (:form . "highlighted") (:end . 101)\n (:start . 90) (:id . 57))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 104) (:start . 102)\n (:id . 58))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 109) (:start . 105)\n (:id . 59))\n ((:tag . "NN") (:stem . "section") (:form . "section") (:end . 117)\n (:start . 110) (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 118) (:start . 117)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s12.337) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504140@unknown@formal@none@1@S@Whilst the identification of these discrepancies will help to refine the guidelines for future phases of annotation, it was also found that certain errors were being made which were already covered in the guidelines.@(((:tag . "IN") (:stem . "whilst") (:form . "Whilst") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 10) (:start . 7)\n (:id . 43))\n ((:tag . "NN") (:stem . "identification") (:form . "identification")\n (:end . 25) (:start . 11) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 28) (:start . 26)\n (:id . 45))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 34) (:start . 29)\n (:id . 46))\n ((:tag . "NNS") (:stem . "discrepancy") (:form . "discrepancies") (:end . 48)\n (:start . 35) (:id . 47))\n ((:tag . "MD") (:stem . "will") (:form . "will") (:end . 53) (:start . 49)\n (:id . 48))\n ((:tag . "VB") (:stem . "help") (:form . "help") (:end . 58) (:start . 54)\n (:id . 49))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 61) (:start . 59)\n (:id . 50))\n ((:tag . "VB") (:stem . "refine") (:form . "refine") (:end . 68)\n (:start . 62) (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 72) (:start . 69)\n (:id . 52))\n ((:tag . "NNS") (:stem . "guideline") (:form . "guidelines") (:end . 83)\n (:start . 73) (:id . 53))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 87) (:start . 84)\n (:id . 54))\n ((:tag . "JJ") (:stem . "future") (:form . "future") (:end . 94)\n (:start . 88) (:id . 55))\n ((:tag . "NNS") (:stem . "phase") (:form . "phases") (:end . 101)\n (:start . 95) (:id . 56))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 104) (:start . 102)\n (:id . 57))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 115)\n (:start . 105) (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 116) (:start . 115)\n (:id . 59))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 119) (:start . 117)\n (:id . 60))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 123) (:start . 120)\n (:id . 61))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 128) (:start . 124)\n (:id . 62))\n ((:tag . "VBN") (:stem . "find") (:form . "found") (:end . 134)\n (:start . 129) (:id . 63))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 139) (:start . 135)\n (:id . 64))\n ((:tag . "JJ") (:stem . "certain") (:form . "certain") (:end . 147)\n (:start . 140) (:id . 65))\n ((:tag . "NNS") (:stem . "error") (:form . "errors") (:end . 154)\n (:start . 148) (:id . 66))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 159) (:start . 155)\n (:id . 67))\n ((:tag . "VBG") (:stem . "be") (:form . "being") (:end . 165) (:start . 160)\n (:id . 68))\n ((:tag . "VBN") (:stem . "make") (:form . "made") (:end . 170) (:start . 166)\n (:id . 69))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 176)\n (:start . 171) (:id . 70))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 181) (:start . 177)\n (:id . 71))\n ((:tag . "RB") (:stem . "already") (:form . "already") (:end . 189)\n (:start . 182) (:id . 72))\n ((:tag . "VBN") (:stem . "cover") (:form . "covered") (:end . 197)\n (:start . 190) (:id . 73))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 200) (:start . 198)\n (:id . 74))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 204) (:start . 201)\n (:id . 75))\n ((:tag . "NNS") (:stem . "guideline") (:form . "guidelines") (:end . 215)\n (:start . 205) (:id . 76))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 216) (:start . 215)\n (:id . 77)))@@@1@36@((:identifiers (:sid . :s12.338) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504141@unknown@formal@none@1@S@Thus, there may be a need to more carefully balance conciseness with comprehensiveness in the guidelines.@(((:tag . "RB") (:stem . "thus") (:form . "Thus") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 5) (:start . 4) (:id . 43))\n ((:tag . "EX") (:stem . "there") (:form . "there") (:end . 11) (:start . 6)\n (:id . 44))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 15) (:start . 12)\n (:id . 45))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 18) (:start . 16)\n (:id . 46))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 20) (:start . 19)\n (:id . 47))\n ((:tag . "NN") (:stem . "need") (:form . "need") (:end . 25) (:start . 21)\n (:id . 48))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 28) (:start . 26)\n (:id . 49))\n ((:tag . "RBR") (:stem . "more") (:form . "more") (:end . 33) (:start . 29)\n (:id . 50))\n ((:tag . "RB") (:stem . "carefully") (:form . "carefully") (:end . 43)\n (:start . 34) (:id . 51))\n ((:tag . "NN") (:stem . "balance") (:form . "balance") (:end . 51)\n (:start . 44) (:id . 52))\n ((:tag . "NN") (:stem . "conciseness") (:form . "conciseness") (:end . 63)\n (:start . 52) (:id . 53))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 68) (:start . 64)\n (:id . 54))\n ((:tag . "NN") (:stem . "comprehensiveness") (:form . "comprehensiveness")\n (:end . 86) (:start . 69) (:id . 55))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 89) (:start . 87)\n (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 93) (:start . 90)\n (:id . 57))\n ((:tag . "NNS") (:stem . "guideline") (:form . "guidelines") (:end . 104)\n (:start . 94) (:id . 58))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 105) (:start . 104)\n (:id . 59)))@@@1@18@((:hcues ((:id . :x12.339.1) (:span 12 15)))\n (:hscopes ((:id . :x12.339.1) (:span 12 104)))\n (:identifiers (:sid . :s12.339) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504142@unknown@formal@none@1@S@Event identification@(((:tag . "NNP") (:stem . "Event") (:form . "Event") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "identification") (:form . "identification")\n (:end . 20) (:start . 6) (:id . 43)))@@@1@2@((:identifiers (:sid . :s12.340) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504143@unknown@formal@none@1@S@The majority of discrepancies in event identification concern nominalised verbs.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "majority") (:form . "majority") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 15) (:start . 13)\n (:id . 44))\n ((:tag . "NNS") (:stem . "discrepancy") (:form . "discrepancies") (:end . 29)\n (:start . 16) (:id . 45))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 32) (:start . 30)\n (:id . 46))\n ((:tag . "NN") (:stem . "event") (:form . "event") (:end . 38) (:start . 33)\n (:id . 47))\n ((:tag . "NN") (:stem . "identification") (:form . "identification")\n (:end . 53) (:start . 39) (:id . 48))\n ((:tag . "NN") (:stem . "concern") (:form . "concern") (:end . 61)\n (:start . 54) (:id . 49))\n ((:tag . "JJ") (:stem . "nominalised") (:form . "nominalised") (:end . 73)\n (:start . 62) (:id . 50))\n ((:tag . "NNS") (:stem . "verb") (:form . "verbs") (:end . 79) (:start . 74)\n (:id . 51))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 80) (:start . 79)\n (:id . 52)))@@@1@11@((:identifiers (:sid . :s12.341) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504144@unknown@formal@none@1@S@A particular example is the word mutation, which can be used either as a nominalised verb (i.e., the action of mutating), or as an entity (e.g., a mutated gene).@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "particular") (:form . "particular") (:end . 12)\n (:start . 2) (:id . 43))\n ((:tag . "NN") (:stem . "example") (:form . "example") (:end . 20)\n (:start . 13) (:id . 44))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 23) (:start . 21)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 27) (:start . 24)\n (:id . 46))\n ((:tag . "NN") (:stem . "word") (:form . "word") (:end . 32) (:start . 28)\n (:id . 47))\n ((:tag . "NN") (:stem . "mutation") (:form . "mutation") (:end . 41)\n (:start . 33) (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 42) (:start . 41)\n (:id . 49))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 48) (:start . 43)\n (:id . 50))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 52) (:start . 49)\n (:id . 51))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 55) (:start . 53)\n (:id . 52))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 60) (:start . 56)\n (:id . 53))\n ((:tag . "CC") (:stem . "either") (:form . "either") (:end . 67)\n (:start . 61) (:id . 54))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 70) (:start . 68)\n (:id . 55))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 72) (:start . 71)\n (:id . 56))\n ((:tag . "JJ") (:stem . "nominalised") (:form . "nominalised") (:end . 84)\n (:start . 73) (:id . 57))\n ((:tag . "NN") (:stem . "verb") (:form . "verb") (:end . 89) (:start . 85)\n (:id . 58))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 91) (:start . 90)\n (:id . 59))\n ((:tag . "FW") (:stem . "i.e.") (:form . "i.e.") (:end . 95) (:start . 91)\n (:id . 60))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 96) (:start . 95)\n (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 100) (:start . 97)\n (:id . 62))\n ((:tag . "NN") (:stem . "action") (:form . "action") (:end . 107)\n (:start . 101) (:id . 63))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 110) (:start . 108)\n (:id . 64))\n ((:tag . "VBG") (:stem . "mutate") (:form . "mutating") (:end . 119)\n (:start . 111) (:id . 65))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 120) (:start . 119)\n (:id . 66))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 121) (:start . 120)\n (:id . 67))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 124) (:start . 122)\n (:id . 68))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 127) (:start . 125)\n (:id . 69))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 130) (:start . 128)\n (:id . 70))\n ((:tag . "NN") (:stem . "entity") (:form . "entity") (:end . 137)\n (:start . 131) (:id . 71))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 139) (:start . 138)\n (:id . 72))\n ((:tag . "FW") (:stem . "e.g.") (:form . "e.g.") (:end . 143) (:start . 139)\n (:id . 73))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 144) (:start . 143)\n (:id . 74))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 146) (:start . 145)\n (:id . 75))\n ((:tag . "VBN") (:stem . "mutate") (:form . "mutated") (:end . 154)\n (:start . 147) (:id . 76))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 159) (:start . 155)\n (:id . 77))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 160) (:start . 159)\n (:id . 78))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 161) (:start . 160)\n (:id . 79)))@@@1@38@((:hcues ((:id . :x12.342.1) (:span 61 67 122 124)))\n (:hscopes ((:id . :x12.342.1) (:span 61 160)))\n (:identifiers (:sid . :s12.342) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504145@unknown@formal@none@1@S@However, the distinction can sometimes be problematic.@(((:tag . "RB") (:stem . "however") (:form . "However") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 12) (:start . 9)\n (:id . 44))\n ((:tag . "NN") (:stem . "distinction") (:form . "distinction") (:end . 24)\n (:start . 13) (:id . 45))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 28) (:start . 25)\n (:id . 46))\n ((:tag . "RB") (:stem . "sometimes") (:form . "sometimes") (:end . 38)\n (:start . 29) (:id . 47))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 41) (:start . 39)\n (:id . 48))\n ((:tag . "JJ") (:stem . "problematic") (:form . "problematic") (:end . 53)\n (:start . 42) (:id . 49))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 54) (:start . 53)\n (:id . 50)))@@@1@9@((:hcues ((:id . :x12.343.1) (:span 25 28)))\n (:hscopes ((:id . :x12.343.1) (:span 25 53)))\n (:identifiers (:sid . :s12.343) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504146@unknown@formal@none@1@S@Consider the following examples:@(((:tag . "VB") (:stem . "consider") (:form . "Consider") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 12) (:start . 9)\n (:id . 43))\n ((:tag . "JJ") (:stem . "following") (:form . "following") (:end . 22)\n (:start . 13) (:id . 44))\n ((:tag . "NNS") (:stem . "example") (:form . "examples") (:end . 31)\n (:start . 23) (:id . 45))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 32) (:start . 31)\n (:id . 46)))@@@1@5@((:identifiers (:sid . :s12.344) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504147@unknown@formal@none@1@S@1) In addition, the pleiotropic phenotypes conferred by a particular envZ mutation (envZ473) required the presence of functional OmpR protein.@(((:tag . "LS") (:stem . "1") (:form . "1") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 2) (:start . 1) (:id . 43))\n ((:tag . "IN") (:stem . "in") (:form . "In") (:end . 5) (:start . 3)\n (:id . 44))\n ((:tag . "NN") (:stem . "addition") (:form . "addition") (:end . 14)\n (:start . 6) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 15) (:start . 14)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 19) (:start . 16)\n (:id . 47))\n ((:tag . "JJ") (:stem . "pleiotropic") (:form . "pleiotropic") (:end . 31)\n (:start . 20) (:id . 48))\n ((:tag . "NNS") (:stem . "phenotype") (:form . "phenotypes") (:end . 42)\n (:start . 32) (:id . 49))\n ((:tag . "VBN") (:stem . "confer") (:form . "conferred") (:end . 52)\n (:start . 43) (:id . 50))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 55) (:start . 53)\n (:id . 51))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 57) (:start . 56)\n (:id . 52))\n ((:tag . "JJ") (:stem . "particular") (:form . "particular") (:end . 68)\n (:start . 58) (:id . 53))\n ((:tag . "NN") (:stem . "envz") (:form . "envZ") (:end . 73) (:start . 69)\n (:id . 54))\n ((:tag . "NN") (:stem . "mutation") (:form . "mutation") (:end . 82)\n (:start . 74) (:id . 55))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 84) (:start . 83)\n (:id . 56))\n ((:tag . "NN") (:stem . "envz473") (:form . "envZ473") (:end . 91)\n (:start . 84) (:id . 57))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 92) (:start . 91)\n (:id . 58))\n ((:tag . "VBD") (:stem . "require") (:form . "required") (:end . 101)\n (:start . 93) (:id . 59))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 105) (:start . 102)\n (:id . 60))\n ((:tag . "NN") (:stem . "presence") (:form . "presence") (:end . 114)\n (:start . 106) (:id . 61))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 117) (:start . 115)\n (:id . 62))\n ((:tag . "JJ") (:stem . "functional") (:form . "functional") (:end . 128)\n (:start . 118) (:id . 63))\n ((:tag . "NN") (:stem . "ompr") (:form . "OmpR") (:end . 133) (:start . 129)\n (:id . 64))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 141)\n (:start . 134) (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 142) (:start . 141)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s12.345) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504148@unknown@formal@none@1@S@2) Therefore, OmpF reduction resulted in a mutation in the marA region.@(((:tag . "LS") (:stem . "2") (:form . "2") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 2) (:start . 1) (:id . 43))\n ((:tag . "RB") (:stem . "therefore") (:form . "Therefore") (:end . 12)\n (:start . 3) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 13) (:start . 12)\n (:id . 45))\n ((:tag . "NNP") (:stem . "OmpF") (:form . "OmpF") (:end . 18) (:start . 14)\n (:id . 46))\n ((:tag . "NN") (:stem . "reduction") (:form . "reduction") (:end . 28)\n (:start . 19) (:id . 47))\n ((:tag . "VBD") (:stem . "result") (:form . "resulted") (:end . 37)\n (:start . 29) (:id . 48))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 40) (:start . 38)\n (:id . 49))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 42) (:start . 41)\n (:id . 50))\n ((:tag . "NN") (:stem . "mutation") (:form . "mutation") (:end . 51)\n (:start . 43) (:id . 51))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 54) (:start . 52)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 58) (:start . 55)\n (:id . 53))\n ((:tag . "NN") (:stem . "mara") (:form . "marA") (:end . 63) (:start . 59)\n (:id . 54))\n ((:tag . "NN") (:stem . "region") (:form . "region") (:end . 70)\n (:start . 64) (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 71) (:start . 70)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s12.346) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504149@unknown@formal@none@1@S@In sentence 1), a particular envZ mutation seems to describe a mutated entity rather than the action of mutation.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "sentence") (:form . "sentence") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 13) (:start . 12)\n (:id . 44))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 14) (:start . 13)\n (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 15) (:start . 14)\n (:id . 46))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 17) (:start . 16)\n (:id . 47))\n ((:tag . "JJ") (:stem . "particular") (:form . "particular") (:end . 28)\n (:start . 18) (:id . 48))\n ((:tag . "NN") (:stem . "envz") (:form . "envZ") (:end . 33) (:start . 29)\n (:id . 49))\n ((:tag . "NN") (:stem . "mutation") (:form . "mutation") (:end . 42)\n (:start . 34) (:id . 50))\n ((:tag . "VBZ") (:stem . "seem") (:form . "seems") (:end . 48) (:start . 43)\n (:id . 51))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 51) (:start . 49)\n (:id . 52))\n ((:tag . "VB") (:stem . "describe") (:form . "describe") (:end . 60)\n (:start . 52) (:id . 53))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 62) (:start . 61)\n (:id . 54))\n ((:tag . "VBN") (:stem . "mutate") (:form . "mutated") (:end . 70)\n (:start . 63) (:id . 55))\n ((:tag . "NN") (:stem . "entity") (:form . "entity") (:end . 77)\n (:start . 71) (:id . 56))\n ((:tag . "RB") (:stem . "rather") (:form . "rather") (:end . 84)\n (:start . 78) (:id . 57))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 89) (:start . 85)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 93) (:start . 90)\n (:id . 59))\n ((:tag . "NN") (:stem . "action") (:form . "action") (:end . 100)\n (:start . 94) (:id . 60))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 103) (:start . 101)\n (:id . 61))\n ((:tag . "NN") (:stem . "mutation") (:form . "mutation") (:end . 112)\n (:start . 104) (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 113) (:start . 112)\n (:id . 63)))@@@1@22@((:hcues ((:id . :x12.347.1) (:span 43 48)))\n (:hscopes ((:id . :x12.347.1) (:span 16 112)))\n (:identifiers (:sid . :s12.347) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504150@unknown@formal@none@1@S@In contrast, the mutation in sentence 2) describes the action of marA being mutated due to reduction of OmpF.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "contrast") (:form . "contrast") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 16) (:start . 13)\n (:id . 45))\n ((:tag . "NN") (:stem . "mutation") (:form . "mutation") (:end . 25)\n (:start . 17) (:id . 46))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 28) (:start . 26)\n (:id . 47))\n ((:tag . "NN") (:stem . "sentence") (:form . "sentence") (:end . 37)\n (:start . 29) (:id . 48))\n ((:tag . "CD") (:stem . "2") (:form . "2") (:end . 39) (:start . 38)\n (:id . 49))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 40) (:start . 39)\n (:id . 50))\n ((:tag . "VBZ") (:stem . "describe") (:form . "describes") (:end . 50)\n (:start . 41) (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 54) (:start . 51)\n (:id . 52))\n ((:tag . "NN") (:stem . "action") (:form . "action") (:end . 61)\n (:start . 55) (:id . 53))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 64) (:start . 62)\n (:id . 54))\n ((:tag . "NNP") (:stem . "marA") (:form . "marA") (:end . 69) (:start . 65)\n (:id . 55))\n ((:tag . "VBG") (:stem . "be") (:form . "being") (:end . 75) (:start . 70)\n (:id . 56))\n ((:tag . "VBN") (:stem . "mutate") (:form . "mutated") (:end . 83)\n (:start . 76) (:id . 57))\n ((:tag . "JJ") (:stem . "due") (:form . "due") (:end . 87) (:start . 84)\n (:id . 58))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 90) (:start . 88)\n (:id . 59))\n ((:tag . "NN") (:stem . "reduction") (:form . "reduction") (:end . 100)\n (:start . 91) (:id . 60))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 103) (:start . 101)\n (:id . 61))\n ((:tag . "NNP") (:stem . "OmpF") (:form . "OmpF") (:end . 108) (:start . 104)\n (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 109) (:start . 108)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s12.348) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504151@unknown@formal@none@1@S@Argument identification@(((:tag . "NN") (:stem . "argument") (:form . "Argument") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "identification") (:form . "identification")\n (:end . 23) (:start . 9) (:id . 43)))@@@1@2@((:identifiers (:sid . :s12.349) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504152@unknown@formal@none@1@S@Argument identification discrepancies often occurred in more complex sentences, in which a "double layer" of annotation was sometimes required.@(((:tag . "NN") (:stem . "argument") (:form . "Argument") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "identification") (:form . "identification")\n (:end . 23) (:start . 9) (:id . 43))\n ((:tag . "NNS") (:stem . "discrepancy") (:form . "discrepancies") (:end . 37)\n (:start . 24) (:id . 44))\n ((:tag . "RB") (:stem . "often") (:form . "often") (:end . 43) (:start . 38)\n (:id . 45))\n ((:tag . "VBD") (:stem . "occur") (:form . "occurred") (:end . 52)\n (:start . 44) (:id . 46))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 55) (:start . 53)\n (:id . 47))\n ((:tag . "RBR") (:stem . "more") (:form . "more") (:end . 60) (:start . 56)\n (:id . 48))\n ((:tag . "JJ") (:stem . "complex") (:form . "complex") (:end . 68)\n (:start . 61) (:id . 49))\n ((:tag . "NNS") (:stem . "sentence") (:form . "sentences") (:end . 78)\n (:start . 69) (:id . 50))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 79) (:start . 78)\n (:id . 51))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 82) (:start . 80)\n (:id . 52))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 88) (:start . 83)\n (:id . 53))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 90) (:start . 89)\n (:id . 54))\n ((:tag . "``") (:stem . "``") (:form . "“") (:end . 92) (:start . 91)\n (:id . 55))\n ((:tag . "JJ") (:stem . "double") (:form . "double") (:end . 98)\n (:start . 92) (:id . 56))\n ((:tag . "NN") (:stem . "layer") (:form . "layer") (:end . 104) (:start . 99)\n (:id . 57))\n ((:tag . "''") (:stem . "''") (:form . "”") (:end . 105) (:start . 104)\n (:id . 58))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 108) (:start . 106)\n (:id . 59))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 119)\n (:start . 109) (:id . 60))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 123) (:start . 120)\n (:id . 61))\n ((:tag . "RB") (:stem . "sometimes") (:form . "sometimes") (:end . 133)\n (:start . 124) (:id . 62))\n ((:tag . "VBN") (:stem . "require") (:form . "required") (:end . 142)\n (:start . 134) (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 143) (:start . 142)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s12.350) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504153@unknown@formal@none@1@S@In the following sentence, Alpha interferon should be seen as the AGENT of converting as well as the AGENT of stimulates:@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "VBG") (:stem . "follow") (:form . "following") (:end . 16)\n (:start . 7) (:id . 44))\n ((:tag . "NN") (:stem . "sentence") (:form . "sentence") (:end . 25)\n (:start . 17) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 26) (:start . 25)\n (:id . 46))\n ((:tag . "NNP") (:stem . "Alpha") (:form . "Alpha") (:end . 32) (:start . 27)\n (:id . 47))\n ((:tag . "NN") (:stem . "interferon") (:form . "interferon") (:end . 43)\n (:start . 33) (:id . 48))\n ((:tag . "MD") (:stem . "should") (:form . "should") (:end . 50)\n (:start . 44) (:id . 49))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 53) (:start . 51)\n (:id . 50))\n ((:tag . "VBN") (:stem . "see") (:form . "seen") (:end . 58) (:start . 54)\n (:id . 51))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 61) (:start . 59)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 65) (:start . 62)\n (:id . 53))\n ((:tag . "NN") (:stem . "agent") (:form . "AGENT") (:end . 71) (:start . 66)\n (:id . 54))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 74) (:start . 72)\n (:id . 55))\n ((:tag . "VBG") (:stem . "convert") (:form . "converting") (:end . 85)\n (:start . 75) (:id . 56))\n ((:tag . "RB") (:stem . "as") (:form . "as") (:end . 88) (:start . 86)\n (:id . 57))\n ((:tag . "RB") (:stem . "well") (:form . "well") (:end . 93) (:start . 89)\n (:id . 58))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 96) (:start . 94)\n (:id . 59))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 100) (:start . 97)\n (:id . 60))\n ((:tag . "NN") (:stem . "agent") (:form . "AGENT") (:end . 106)\n (:start . 101) (:id . 61))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 109) (:start . 107)\n (:id . 62))\n ((:tag . "NNS") (:stem . "stimulate") (:form . "stimulates") (:end . 120)\n (:start . 110) (:id . 63))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 121) (:start . 120)\n (:id . 64)))@@@1@23@((:hcues ((:id . :x12.351.1) (:span 44 50)))\n (:hscopes ((:id . :x12.351.1) (:span 27 120)))\n (:identifiers (:sid . :s12.351) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504154@unknown@formal@none@1@S@Alpha interferon stimulates transcription by converting the positive transcriptional regulator ISGF3 from a latent to an active form.@(((:tag . "NNP") (:stem . "Alpha") (:form . "Alpha") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "interferon") (:form . "interferon") (:end . 16)\n (:start . 6) (:id . 43))\n ((:tag . "VBZ") (:stem . "stimulate") (:form . "stimulates") (:end . 27)\n (:start . 17) (:id . 44))\n ((:tag . "NN") (:stem . "transcription") (:form . "transcription")\n (:end . 41) (:start . 28) (:id . 45))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 44) (:start . 42)\n (:id . 46))\n ((:tag . "VBG") (:stem . "convert") (:form . "converting") (:end . 55)\n (:start . 45) (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 59) (:start . 56)\n (:id . 48))\n ((:tag . "JJ") (:stem . "positive") (:form . "positive") (:end . 68)\n (:start . 60) (:id . 49))\n ((:tag . "JJ") (:stem . "transcriptional") (:form . "transcriptional")\n (:end . 84) (:start . 69) (:id . 50))\n ((:tag . "NN") (:stem . "regulator") (:form . "regulator") (:end . 94)\n (:start . 85) (:id . 51))\n ((:tag . "NN") (:stem . "isgf3") (:form . "ISGF3") (:end . 100) (:start . 95)\n (:id . 52))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 105) (:start . 101)\n (:id . 53))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 107) (:start . 106)\n (:id . 54))\n ((:tag . "JJ") (:stem . "latent") (:form . "latent") (:end . 114)\n (:start . 108) (:id . 55))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 117) (:start . 115)\n (:id . 56))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 120) (:start . 118)\n (:id . 57))\n ((:tag . "JJ") (:stem . "active") (:form . "active") (:end . 127)\n (:start . 121) (:id . 58))\n ((:tag . "NN") (:stem . "form") (:form . "form") (:end . 132) (:start . 128)\n (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 133) (:start . 132)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s12.352) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504155@unknown@formal@none@1@S@LOCATION arguments can also be problematic in sentences containing multiple events.@(((:tag . "NN") (:stem . "location") (:form . "LOCATION") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "argument") (:form . "arguments") (:end . 18)\n (:start . 9) (:id . 43))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 22) (:start . 19)\n (:id . 44))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 27) (:start . 23)\n (:id . 45))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 30) (:start . 28)\n (:id . 46))\n ((:tag . "JJ") (:stem . "problematic") (:form . "problematic") (:end . 42)\n (:start . 31) (:id . 47))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 45) (:start . 43)\n (:id . 48))\n ((:tag . "NNS") (:stem . "sentence") (:form . "sentences") (:end . 55)\n (:start . 46) (:id . 49))\n ((:tag . "VBG") (:stem . "contain") (:form . "containing") (:end . 66)\n (:start . 56) (:id . 50))\n ((:tag . "JJ") (:stem . "multiple") (:form . "multiple") (:end . 75)\n (:start . 67) (:id . 51))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 82)\n (:start . 76) (:id . 52))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 83) (:start . 82)\n (:id . 53)))@@@1@12@((:hcues ((:id . :x12.353.1) (:span 19 22)))\n (:hscopes ((:id . :x12.353.1) (:span 19 82)))\n (:identifiers (:sid . :s12.353) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504156@unknown@formal@none@1@S@In the following sentence, for example, different annotators associated the LOCATION in Escherichia coli K-12 with either the event described by the verb control or the nominalised verb expression.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "VBG") (:stem . "follow") (:form . "following") (:end . 16)\n (:start . 7) (:id . 44))\n ((:tag . "NN") (:stem . "sentence") (:form . "sentence") (:end . 25)\n (:start . 17) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 26) (:start . 25)\n (:id . 46))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 30) (:start . 27)\n (:id . 47))\n ((:tag . "NN") (:stem . "example") (:form . "example") (:end . 38)\n (:start . 31) (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 39) (:start . 38)\n (:id . 49))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 49)\n (:start . 40) (:id . 50))\n ((:tag . "NNS") (:stem . "annotator") (:form . "annotators") (:end . 60)\n (:start . 50) (:id . 51))\n ((:tag . "VBD") (:stem . "associate") (:form . "associated") (:end . 71)\n (:start . 61) (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 75) (:start . 72)\n (:id . 53))\n ((:tag . "NN") (:stem . "location") (:form . "LOCATION") (:end . 84)\n (:start . 76) (:id . 54))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 87) (:start . 85)\n (:id . 55))\n ((:tag . "FW") (:stem . "escherichia") (:form . "Escherichia") (:end . 99)\n (:start . 88) (:id . 56))\n ((:tag . "FW") (:stem . "coli") (:form . "coli") (:end . 104) (:start . 100)\n (:id . 57))\n ((:tag . "NN") (:stem . "k-12") (:form . "K-12") (:end . 109) (:start . 105)\n (:id . 58))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 114) (:start . 110)\n (:id . 59))\n ((:tag . "CC") (:stem . "either") (:form . "either") (:end . 121)\n (:start . 115) (:id . 60))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 125) (:start . 122)\n (:id . 61))\n ((:tag . "NN") (:stem . "event") (:form . "event") (:end . 131)\n (:start . 126) (:id . 62))\n ((:tag . "VBN") (:stem . "describe") (:form . "described") (:end . 141)\n (:start . 132) (:id . 63))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 144) (:start . 142)\n (:id . 64))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 148) (:start . 145)\n (:id . 65))\n ((:tag . "NN") (:stem . "verb") (:form . "verb") (:end . 153) (:start . 149)\n (:id . 66))\n ((:tag . "NN") (:stem . "control") (:form . "control") (:end . 161)\n (:start . 154) (:id . 67))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 164) (:start . 162)\n (:id . 68))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 168) (:start . 165)\n (:id . 69))\n ((:tag . "JJ") (:stem . "nominalised") (:form . "nominalised") (:end . 180)\n (:start . 169) (:id . 70))\n ((:tag . "NN") (:stem . "verb") (:form . "verb") (:end . 185) (:start . 181)\n (:id . 71))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 196)\n (:start . 186) (:id . 72))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 197) (:start . 196)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s12.354) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504157@unknown@formal@none@1@S@EnvZ functions through OmpR to control porin gene expression in Escherichia coli K-12.@(((:tag . "NNP") (:stem . "EnvZ") (:form . "EnvZ") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "function") (:form . "functions") (:end . 14)\n (:start . 5) (:id . 43))\n ((:tag . "IN") (:stem . "through") (:form . "through") (:end . 22)\n (:start . 15) (:id . 44))\n ((:tag . "NNP") (:stem . "OmpR") (:form . "OmpR") (:end . 27) (:start . 23)\n (:id . 45))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 30) (:start . 28)\n (:id . 46))\n ((:tag . "VB") (:stem . "control") (:form . "control") (:end . 38)\n (:start . 31) (:id . 47))\n ((:tag . "NN") (:stem . "porin") (:form . "porin") (:end . 44) (:start . 39)\n (:id . 48))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 49) (:start . 45)\n (:id . 49))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 60)\n (:start . 50) (:id . 50))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 63) (:start . 61)\n (:id . 51))\n ((:tag . "FW") (:stem . "escherichia") (:form . "Escherichia") (:end . 75)\n (:start . 64) (:id . 52))\n ((:tag . "FW") (:stem . "coli") (:form . "coli") (:end . 80) (:start . 76)\n (:id . 53))\n ((:tag . "NN") (:stem . "k-12") (:form . "K-12") (:end . 85) (:start . 81)\n (:id . 54))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 86) (:start . 85)\n (:id . 55)))@@@1@14@((:identifiers (:sid . :s12.355) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504158@unknown@formal@none@1@S@Semantic role assignment@(((:tag . "JJ") (:stem . "semantic") (:form . "Semantic") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "role") (:form . "role") (:end . 13) (:start . 9)\n (:id . 43))\n ((:tag . "NN") (:stem . "assignment") (:form . "assignment") (:end . 24)\n (:start . 14) (:id . 44)))@@@1@3@((:identifiers (:sid . :s12.356) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504159@unknown@formal@none@1@S@Amongst the most important semantic roles, both in terms of frequency of occurrence and according to [20], CONDITION is the one with the lowest rates of agreement.@(((:tag . "IN") (:stem . "amongst") (:form . "Amongst") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 11) (:start . 8)\n (:id . 43))\n ((:tag . "RBS") (:stem . "most") (:form . "most") (:end . 16) (:start . 12)\n (:id . 44))\n ((:tag . "JJ") (:stem . "important") (:form . "important") (:end . 26)\n (:start . 17) (:id . 45))\n ((:tag . "JJ") (:stem . "semantic") (:form . "semantic") (:end . 35)\n (:start . 27) (:id . 46))\n ((:tag . "NNS") (:stem . "role") (:form . "roles") (:end . 41) (:start . 36)\n (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 42) (:start . 41)\n (:id . 48))\n ((:tag . "CC") (:stem . "both") (:form . "both") (:end . 47) (:start . 43)\n (:id . 49))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 50) (:start . 48)\n (:id . 50))\n ((:tag . "NNS") (:stem . "term") (:form . "terms") (:end . 56) (:start . 51)\n (:id . 51))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 59) (:start . 57)\n (:id . 52))\n ((:tag . "NN") (:stem . "frequency") (:form . "frequency") (:end . 69)\n (:start . 60) (:id . 53))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 72) (:start . 70)\n (:id . 54))\n ((:tag . "NN") (:stem . "occurrence") (:form . "occurrence") (:end . 83)\n (:start . 73) (:id . 55))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 87) (:start . 84)\n (:id . 56))\n ((:tag . "VBG") (:stem . "accord") (:form . "according") (:end . 97)\n (:start . 88) (:id . 57))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 100) (:start . 98)\n (:id . 58))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 102) (:start . 101)\n (:id . 59))\n ((:tag . "CD") (:stem . "20") (:form . "20") (:end . 104) (:start . 102)\n (:id . 60))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 105) (:start . 104)\n (:id . 61))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 106) (:start . 105)\n (:id . 62))\n ((:tag . "NNP") (:stem . "CONDITION") (:form . "CONDITION") (:end . 116)\n (:start . 107) (:id . 63))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 119) (:start . 117)\n (:id . 64))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 123) (:start . 120)\n (:id . 65))\n ((:tag . "NN") (:stem . "one") (:form . "one") (:end . 127) (:start . 124)\n (:id . 66))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 132) (:start . 128)\n (:id . 67))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 136) (:start . 133)\n (:id . 68))\n ((:tag . "JJS") (:stem . "low") (:form . "lowest") (:end . 143)\n (:start . 137) (:id . 69))\n ((:tag . "NNS") (:stem . "rate") (:form . "rates") (:end . 149)\n (:start . 144) (:id . 70))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 152) (:start . 150)\n (:id . 71))\n ((:tag . "NN") (:stem . "agreement") (:form . "agreement") (:end . 162)\n (:start . 153) (:id . 72))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 163) (:start . 162)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s12.357) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504160@unknown@formal@none@1@S@We thus examined more closely the types of disagreements that occur.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "RB") (:stem . "thus") (:form . "thus") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "VBD") (:stem . "examine") (:form . "examined") (:end . 16)\n (:start . 8) (:id . 44))\n ((:tag . "RBR") (:stem . "more") (:form . "more") (:end . 21) (:start . 17)\n (:id . 45))\n ((:tag . "RB") (:stem . "closely") (:form . "closely") (:end . 29)\n (:start . 22) (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 33) (:start . 30)\n (:id . 47))\n ((:tag . "NNS") (:stem . "type") (:form . "types") (:end . 39) (:start . 34)\n (:id . 48))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 42) (:start . 40)\n (:id . 49))\n ((:tag . "NNS") (:stem . "disagreement") (:form . "disagreements")\n (:end . 56) (:start . 43) (:id . 50))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 61) (:start . 57)\n (:id . 51))\n ((:tag . "VBP") (:stem . "occur") (:form . "occur") (:end . 67) (:start . 62)\n (:id . 52))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 68) (:start . 67)\n (:id . 53)))@@@1@12@((:identifiers (:sid . :s12.358) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504161@unknown@formal@none@1@S@According to our study, the most common confusions are with the MANNER and TEMPORAL roles.@(((:tag . "VBG") (:stem . "accord") (:form . "According") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 12) (:start . 10)\n (:id . 43))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 16) (:start . 13)\n (:id . 44))\n ((:tag . "NN") (:stem . "study") (:form . "study") (:end . 22) (:start . 17)\n (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 23) (:start . 22)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 27) (:start . 24)\n (:id . 47))\n ((:tag . "RBS") (:stem . "most") (:form . "most") (:end . 32) (:start . 28)\n (:id . 48))\n ((:tag . "JJ") (:stem . "common") (:form . "common") (:end . 39)\n (:start . 33) (:id . 49))\n ((:tag . "NNS") (:stem . "confusion") (:form . "confusions") (:end . 50)\n (:start . 40) (:id . 50))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 54) (:start . 51)\n (:id . 51))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 59) (:start . 55)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 63) (:start . 60)\n (:id . 53))\n ((:tag . "NNP") (:stem . "MANNER") (:form . "MANNER") (:end . 70)\n (:start . 64) (:id . 54))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 74) (:start . 71)\n (:id . 55))\n ((:tag . "NNP") (:stem . "TEMPORAL") (:form . "TEMPORAL") (:end . 83)\n (:start . 75) (:id . 56))\n ((:tag . "NNS") (:stem . "role") (:form . "roles") (:end . 89) (:start . 84)\n (:id . 57))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 90) (:start . 89)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s12.359) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504162@unknown@formal@none@1@S@Typical examples include the following:@(((:tag . "JJ") (:stem . "typical") (:form . "Typical") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "example") (:form . "examples") (:end . 16)\n (:start . 8) (:id . 43))\n ((:tag . "VBP") (:stem . "include") (:form . "include") (:end . 24)\n (:start . 17) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 28) (:start . 25)\n (:id . 45))\n ((:tag . "NN") (:stem . "following") (:form . "following") (:end . 38)\n (:start . 29) (:id . 46))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 39) (:start . 38)\n (:id . 47)))@@@1@6@((:identifiers (:sid . :s12.360) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504163@unknown@formal@none@1@S@1) In contrast, the anaerobic repression of ethanol dehydrogenase by nitrate does not require the narL product.@(((:tag . "LS") (:stem . "1") (:form . "1") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 2) (:start . 1) (:id . 43))\n ((:tag . "IN") (:stem . "in") (:form . "In") (:end . 5) (:start . 3)\n (:id . 44))\n ((:tag . "NN") (:stem . "contrast") (:form . "contrast") (:end . 14)\n (:start . 6) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 15) (:start . 14)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 19) (:start . 16)\n (:id . 47))\n ((:tag . "JJ") (:stem . "anaerobic") (:form . "anaerobic") (:end . 29)\n (:start . 20) (:id . 48))\n ((:tag . "NN") (:stem . "repression") (:form . "repression") (:end . 40)\n (:start . 30) (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 43) (:start . 41)\n (:id . 50))\n ((:tag . "NN") (:stem . "ethanol") (:form . "ethanol") (:end . 51)\n (:start . 44) (:id . 51))\n ((:tag . "NN") (:stem . "dehydrogenase") (:form . "dehydrogenase")\n (:end . 65) (:start . 52) (:id . 52))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 68) (:start . 66)\n (:id . 53))\n ((:tag . "NN") (:stem . "nitrate") (:form . "nitrate") (:end . 76)\n (:start . 69) (:id . 54))\n ((:tag . "VBZ") (:stem . "do") (:form . "does") (:end . 81) (:start . 77)\n (:id . 55))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 85) (:start . 82)\n (:id . 56))\n ((:tag . "VB") (:stem . "require") (:form . "require") (:end . 93)\n (:start . 86) (:id . 57))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 97) (:start . 94)\n (:id . 58))\n ((:tag . "NN") (:stem . "narl") (:form . "narL") (:end . 102) (:start . 98)\n (:id . 59))\n ((:tag . "NN") (:stem . "product") (:form . "product") (:end . 110)\n (:start . 103) (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 111) (:start . 110)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s12.361) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504164@unknown@formal@none@1@S@2) Nitrate repression, however, was significantly enhanced (sevenfold) when the cells were cultured in minimal medium.@(((:tag . "LS") (:stem . "2") (:form . "2") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 2) (:start . 1) (:id . 43))\n ((:tag . "VB") (:stem . "nitrate") (:form . "Nitrate") (:end . 10)\n (:start . 3) (:id . 44))\n ((:tag . "NN") (:stem . "repression") (:form . "repression") (:end . 21)\n (:start . 11) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 22) (:start . 21)\n (:id . 46))\n ((:tag . "RB") (:stem . "however") (:form . "however") (:end . 30)\n (:start . 23) (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 31) (:start . 30)\n (:id . 48))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 35) (:start . 32)\n (:id . 49))\n ((:tag . "RB") (:stem . "significantly") (:form . "significantly")\n (:end . 49) (:start . 36) (:id . 50))\n ((:tag . "VBN") (:stem . "enhance") (:form . "enhanced") (:end . 58)\n (:start . 50) (:id . 51))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 60) (:start . 59)\n (:id . 52))\n ((:tag . "RB") (:stem . "sevenfold") (:form . "sevenfold") (:end . 69)\n (:start . 60) (:id . 53))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 70) (:start . 69)\n (:id . 54))\n ((:tag . "WRB") (:stem . "when") (:form . "when") (:end . 75) (:start . 71)\n (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 79) (:start . 76)\n (:id . 56))\n ((:tag . "NNS") (:stem . "cell") (:form . "cells") (:end . 85) (:start . 80)\n (:id . 57))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 90) (:start . 86)\n (:id . 58))\n ((:tag . "VBN") (:stem . "culture") (:form . "cultured") (:end . 99)\n (:start . 91) (:id . 59))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 102) (:start . 100)\n (:id . 60))\n ((:tag . "JJ") (:stem . "minimal") (:form . "minimal") (:end . 110)\n (:start . 103) (:id . 61))\n ((:tag . "NN") (:stem . "medium") (:form . "medium") (:end . 117)\n (:start . 111) (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 118) (:start . 117)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s12.362) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504165@unknown@formal@none@1@S@For the repression event in sentence 1), anaerobic was confused between MANNER and CONDITION.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "repression") (:form . "repression") (:end . 18)\n (:start . 8) (:id . 44))\n ((:tag . "NN") (:stem . "event") (:form . "event") (:end . 24) (:start . 19)\n (:id . 45))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 27) (:start . 25)\n (:id . 46))\n ((:tag . "NN") (:stem . "sentence") (:form . "sentence") (:end . 36)\n (:start . 28) (:id . 47))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 38) (:start . 37)\n (:id . 48))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 39) (:start . 38)\n (:id . 49))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 40) (:start . 39)\n (:id . 50))\n ((:tag . "JJ") (:stem . "anaerobic") (:form . "anaerobic") (:end . 50)\n (:start . 41) (:id . 51))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 54) (:start . 51)\n (:id . 52))\n ((:tag . "VBN") (:stem . "confuse") (:form . "confused") (:end . 63)\n (:start . 55) (:id . 53))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 71)\n (:start . 64) (:id . 54))\n ((:tag . "NNP") (:stem . "MANNER") (:form . "MANNER") (:end . 78)\n (:start . 72) (:id . 55))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 82) (:start . 79)\n (:id . 56))\n ((:tag . "NNP") (:stem . "CONDITION") (:form . "CONDITION") (:end . 92)\n (:start . 83) (:id . 57))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 93) (:start . 92)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s12.363) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504166@unknown@formal@none@1@S@The confusion may occur because anaerobic can be used in the description of environmental conditions in a phrase such as under anaerobic conditions.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "confusion") (:form . "confusion") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 17) (:start . 14)\n (:id . 44))\n ((:tag . "VB") (:stem . "occur") (:form . "occur") (:end . 23) (:start . 18)\n (:id . 45))\n ((:tag . "IN") (:stem . "because") (:form . "because") (:end . 31)\n (:start . 24) (:id . 46))\n ((:tag . "NN") (:stem . "anaerobic") (:form . "anaerobic") (:end . 41)\n (:start . 32) (:id . 47))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 45) (:start . 42)\n (:id . 48))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 48) (:start . 46)\n (:id . 49))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 53) (:start . 49)\n (:id . 50))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 56) (:start . 54)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 60) (:start . 57)\n (:id . 52))\n ((:tag . "NN") (:stem . "description") (:form . "description") (:end . 72)\n (:start . 61) (:id . 53))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 75) (:start . 73)\n (:id . 54))\n ((:tag . "JJ") (:stem . "environmental") (:form . "environmental")\n (:end . 89) (:start . 76) (:id . 55))\n ((:tag . "NNS") (:stem . "condition") (:form . "conditions") (:end . 100)\n (:start . 90) (:id . 56))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 103) (:start . 101)\n (:id . 57))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 105) (:start . 104)\n (:id . 58))\n ((:tag . "NN") (:stem . "phrase") (:form . "phrase") (:end . 112)\n (:start . 106) (:id . 59))\n ((:tag . "JJ") (:stem . "such") (:form . "such") (:end . 117) (:start . 113)\n (:id . 60))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 120) (:start . 118)\n (:id . 61))\n ((:tag . "IN") (:stem . "under") (:form . "under") (:end . 126)\n (:start . 121) (:id . 62))\n ((:tag . "JJ") (:stem . "anaerobic") (:form . "anaerobic") (:end . 136)\n (:start . 127) (:id . 63))\n ((:tag . "NNS") (:stem . "condition") (:form . "conditions") (:end . 147)\n (:start . 137) (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 148) (:start . 147)\n (:id . 65)))@@@1@24@((:hcues ((:id . :x12.364.1) (:span 42 45)) ((:id . :x12.364.2) (:span 14 17)))\n (:hscopes ((:id . :x12.364.1) (:span 32 147))\n ((:id . :x12.364.2) (:span 14 147)))\n (:identifiers (:sid . :s12.364) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504167@unknown@formal@none@1@S@Here, however, it is being used to describe the method of repression, and hence the MANNER role is most appropriate.@(((:tag . "RB") (:stem . "here") (:form . "Here") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 5) (:start . 4) (:id . 43))\n ((:tag . "RB") (:stem . "however") (:form . "however") (:end . 13)\n (:start . 6) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 14) (:start . 13)\n (:id . 45))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 17) (:start . 15)\n (:id . 46))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 20) (:start . 18)\n (:id . 47))\n ((:tag . "VBG") (:stem . "be") (:form . "being") (:end . 26) (:start . 21)\n (:id . 48))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 31) (:start . 27)\n (:id . 49))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 34) (:start . 32)\n (:id . 50))\n ((:tag . "VB") (:stem . "describe") (:form . "describe") (:end . 43)\n (:start . 35) (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 47) (:start . 44)\n (:id . 52))\n ((:tag . "NN") (:stem . "method") (:form . "method") (:end . 54)\n (:start . 48) (:id . 53))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 57) (:start . 55)\n (:id . 54))\n ((:tag . "NN") (:stem . "repression") (:form . "repression") (:end . 68)\n (:start . 58) (:id . 55))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 69) (:start . 68)\n (:id . 56))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 73) (:start . 70)\n (:id . 57))\n ((:tag . "RB") (:stem . "hence") (:form . "hence") (:end . 79) (:start . 74)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 83) (:start . 80)\n (:id . 59))\n ((:tag . "NN") (:stem . "manner") (:form . "MANNER") (:end . 90)\n (:start . 84) (:id . 60))\n ((:tag . "NN") (:stem . "role") (:form . "role") (:end . 95) (:start . 91)\n (:id . 61))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 98) (:start . 96)\n (:id . 62))\n ((:tag . "RBS") (:stem . "most") (:form . "most") (:end . 103) (:start . 99)\n (:id . 63))\n ((:tag . "JJ") (:stem . "appropriate") (:form . "appropriate") (:end . 115)\n (:start . 104) (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 116) (:start . 115)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s12.365) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504168@unknown@formal@none@1@S@In sentence 2), the phrase the cells were cultured in minimal medium was annotated either as a CONDITION or as a TEMPORAL argument of the enhanced event.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "sentence") (:form . "sentence") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . "CD") (:stem . "2") (:form . "2") (:end . 13) (:start . 12)\n (:id . 44))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 14) (:start . 13)\n (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 15) (:start . 14)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 19) (:start . 16)\n (:id . 47))\n ((:tag . "NN") (:stem . "phrase") (:form . "phrase") (:end . 26)\n (:start . 20) (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 30) (:start . 27)\n (:id . 49))\n ((:tag . "NNS") (:stem . "cell") (:form . "cells") (:end . 36) (:start . 31)\n (:id . 50))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 41) (:start . 37)\n (:id . 51))\n ((:tag . "VBN") (:stem . "culture") (:form . "cultured") (:end . 50)\n (:start . 42) (:id . 52))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 53) (:start . 51)\n (:id . 53))\n ((:tag . "JJ") (:stem . "minimal") (:form . "minimal") (:end . 61)\n (:start . 54) (:id . 54))\n ((:tag . "NN") (:stem . "medium") (:form . "medium") (:end . 68)\n (:start . 62) (:id . 55))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 72) (:start . 69)\n (:id . 56))\n ((:tag . "VBN") (:stem . "annotate") (:form . "annotated") (:end . 82)\n (:start . 73) (:id . 57))\n ((:tag . "CC") (:stem . "either") (:form . "either") (:end . 89)\n (:start . 83) (:id . 58))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 92) (:start . 90)\n (:id . 59))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 94) (:start . 93)\n (:id . 60))\n ((:tag . "NNP") (:stem . "CONDITION") (:form . "CONDITION") (:end . 104)\n (:start . 95) (:id . 61))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 107) (:start . 105)\n (:id . 62))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 110) (:start . 108)\n (:id . 63))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 112) (:start . 111)\n (:id . 64))\n ((:tag . "JJ") (:stem . "temporal") (:form . "TEMPORAL") (:end . 121)\n (:start . 113) (:id . 65))\n ((:tag . "NN") (:stem . "argument") (:form . "argument") (:end . 130)\n (:start . 122) (:id . 66))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 133) (:start . 131)\n (:id . 67))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 137) (:start . 134)\n (:id . 68))\n ((:tag . "VBN") (:stem . "enhance") (:form . "enhanced") (:end . 146)\n (:start . 138) (:id . 69))\n ((:tag . "NN") (:stem . "event") (:form . "event") (:end . 152)\n (:start . 147) (:id . 70))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 153) (:start . 152)\n (:id . 71)))@@@1@30@((:identifiers (:sid . :s12.366) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504169@unknown@formal@none@1@S@Whilst this would normally be interpreted as a CONDITION, the confusion may have arisen due to the use of when at the beginning of the phrase.@(((:tag . "IN") (:stem . "whilst") (:form . "Whilst") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 11) (:start . 7)\n (:id . 43))\n ((:tag . "MD") (:stem . "would") (:form . "would") (:end . 17) (:start . 12)\n (:id . 44))\n ((:tag . "RB") (:stem . "normally") (:form . "normally") (:end . 26)\n (:start . 18) (:id . 45))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 29) (:start . 27)\n (:id . 46))\n ((:tag . "VBN") (:stem . "interpret") (:form . "interpreted") (:end . 41)\n (:start . 30) (:id . 47))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 44) (:start . 42)\n (:id . 48))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 46) (:start . 45)\n (:id . 49))\n ((:tag . "NNP") (:stem . "CONDITION") (:form . "CONDITION") (:end . 56)\n (:start . 47) (:id . 50))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 57) (:start . 56)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 61) (:start . 58)\n (:id . 52))\n ((:tag . "NN") (:stem . "confusion") (:form . "confusion") (:end . 71)\n (:start . 62) (:id . 53))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 75) (:start . 72)\n (:id . 54))\n ((:tag . "VB") (:stem . "have") (:form . "have") (:end . 80) (:start . 76)\n (:id . 55))\n ((:tag . "VBN") (:stem . "arise") (:form . "arisen") (:end . 87)\n (:start . 81) (:id . 56))\n ((:tag . "JJ") (:stem . "due") (:form . "due") (:end . 91) (:start . 88)\n (:id . 57))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 94) (:start . 92)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 98) (:start . 95)\n (:id . 59))\n ((:tag . "NN") (:stem . "use") (:form . "use") (:end . 102) (:start . 99)\n (:id . 60))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 105) (:start . 103)\n (:id . 61))\n ((:tag . "WRB") (:stem . "when") (:form . "when") (:end . 110) (:start . 106)\n (:id . 62))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 113) (:start . 111)\n (:id . 63))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 117) (:start . 114)\n (:id . 64))\n ((:tag . "NN") (:stem . "beginning") (:form . "beginning") (:end . 127)\n (:start . 118) (:id . 65))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 130) (:start . 128)\n (:id . 66))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 134) (:start . 131)\n (:id . 67))\n ((:tag . "NN") (:stem . "phrase") (:form . "phrase") (:end . 141)\n (:start . 135) (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 142) (:start . 141)\n (:id . 69)))@@@1@28@((:hcues ((:id . :x12.367.1) (:span 72 75)) ((:id . :x12.367.2) (:span 12 17)))\n (:hscopes ((:id . :x12.367.1) (:span 72 141))\n ((:id . :x12.367.2) (:span 7 56)))\n (:identifiers (:sid . :s12.367) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504170@unknown@formal@none@1@S@Regarding the DESCRIPTIVE-THEME role, the most common type of confusion is with THEME.@(((:tag . "VBG") (:stem . "regard") (:form . "Regarding") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 13) (:start . 10)\n (:id . 43))\n ((:tag . "NNP") (:stem . "DESCRIPTIVE-THEME") (:form . "DESCRIPTIVE-THEME")\n (:end . 31) (:start . 14) (:id . 44))\n ((:tag . "NN") (:stem . "role") (:form . "role") (:end . 36) (:start . 32)\n (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 37) (:start . 36)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 41) (:start . 38)\n (:id . 47))\n ((:tag . "RBS") (:stem . "most") (:form . "most") (:end . 46) (:start . 42)\n (:id . 48))\n ((:tag . "JJ") (:stem . "common") (:form . "common") (:end . 53)\n (:start . 47) (:id . 49))\n ((:tag . "NN") (:stem . "type") (:form . "type") (:end . 58) (:start . 54)\n (:id . 50))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 61) (:start . 59)\n (:id . 51))\n ((:tag . "NN") (:stem . "confusion") (:form . "confusion") (:end . 71)\n (:start . 62) (:id . 52))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 74) (:start . 72)\n (:id . 53))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 79) (:start . 75)\n (:id . 54))\n ((:tag . "NNP") (:stem . "THEME") (:form . "THEME") (:end . 85) (:start . 80)\n (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 86) (:start . 85)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s12.368) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504171@unknown@formal@none@1@S@According to the guidelines, one of the situations in which DESCRIPTIVE-THEME should be assigned is to objects of verbs that describe states rather than actions e.g., The fru operon contains the genes for IIFru.@(((:tag . "VBG") (:stem . "accord") (:form . "According") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 12) (:start . 10)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 16) (:start . 13)\n (:id . 44))\n ((:tag . "NNS") (:stem . "guideline") (:form . "guidelines") (:end . 27)\n (:start . 17) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 28) (:start . 27)\n (:id . 46))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 32) (:start . 29)\n (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 35) (:start . 33)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 39) (:start . 36)\n (:id . 49))\n ((:tag . "NNS") (:stem . "situation") (:form . "situations") (:end . 50)\n (:start . 40) (:id . 50))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 53) (:start . 51)\n (:id . 51))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 59) (:start . 54)\n (:id . 52))\n ((:tag . "NNP") (:stem . "DESCRIPTIVE-THEME") (:form . "DESCRIPTIVE-THEME")\n (:end . 77) (:start . 60) (:id . 53))\n ((:tag . "MD") (:stem . "should") (:form . "should") (:end . 84)\n (:start . 78) (:id . 54))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 87) (:start . 85)\n (:id . 55))\n ((:tag . "VBN") (:stem . "assign") (:form . "assigned") (:end . 96)\n (:start . 88) (:id . 56))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 99) (:start . 97)\n (:id . 57))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 102) (:start . 100)\n (:id . 58))\n ((:tag . "NNS") (:stem . "object") (:form . "objects") (:end . 110)\n (:start . 103) (:id . 59))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 113) (:start . 111)\n (:id . 60))\n ((:tag . "NNS") (:stem . "verb") (:form . "verbs") (:end . 119)\n (:start . 114) (:id . 61))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 124) (:start . 120)\n (:id . 62))\n ((:tag . "VBP") (:stem . "describe") (:form . "describe") (:end . 133)\n (:start . 125) (:id . 63))\n ((:tag . "NNS") (:stem . "state") (:form . "states") (:end . 140)\n (:start . 134) (:id . 64))\n ((:tag . "RB") (:stem . "rather") (:form . "rather") (:end . 147)\n (:start . 141) (:id . 65))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 152) (:start . 148)\n (:id . 66))\n ((:tag . "NNS") (:stem . "action") (:form . "actions") (:end . 160)\n (:start . 153) (:id . 67))\n ((:tag . "FW") (:stem . "e.g.") (:form . "e.g.") (:end . 165) (:start . 161)\n (:id . 68))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 166) (:start . 165)\n (:id . 69))\n ((:tag . "DT") (:stem . "the") (:form . "The") (:end . 170) (:start . 167)\n (:id . 70))\n ((:tag . "NN") (:stem . "fru") (:form . "fru") (:end . 174) (:start . 171)\n (:id . 71))\n ((:tag . "NN") (:stem . "operon") (:form . "operon") (:end . 181)\n (:start . 175) (:id . 72))\n ((:tag . "VBZ") (:stem . "contain") (:form . "contains") (:end . 190)\n (:start . 182) (:id . 73))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 194) (:start . 191)\n (:id . 74))\n ((:tag . "NNS") (:stem . "gene") (:form . "genes") (:end . 200)\n (:start . 195) (:id . 75))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 204) (:start . 201)\n (:id . 76))\n ((:tag . "NNP") (:stem . "IIFru") (:form . "IIFru") (:end . 210)\n (:start . 205) (:id . 77))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 211) (:start . 210)\n (:id . 78)))@@@1@37@((:hcues ((:id . :x12.369.1) (:span 78 84)))\n (:hscopes ((:id . :x12.369.1) (:span 60 210)))\n (:identifiers (:sid . :s12.369) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504172@unknown@formal@none@1@S@Here, there is no action and hence no AGENT.@(((:tag . "RB") (:stem . "here") (:form . "Here") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 5) (:start . 4) (:id . 43))\n ((:tag . "EX") (:stem . "there") (:form . "there") (:end . 11) (:start . 6)\n (:id . 44))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 14) (:start . 12)\n (:id . 45))\n ((:tag . "DT") (:stem . "no") (:form . "no") (:end . 17) (:start . 15)\n (:id . 46))\n ((:tag . "NN") (:stem . "action") (:form . "action") (:end . 24)\n (:start . 18) (:id . 47))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 28) (:start . 25)\n (:id . 48))\n ((:tag . "RB") (:stem . "hence") (:form . "hence") (:end . 34) (:start . 29)\n (:id . 49))\n ((:tag . "DT") (:stem . "no") (:form . "no") (:end . 37) (:start . 35)\n (:id . 50))\n ((:tag . "NN") (:stem . "agent") (:form . "AGENT") (:end . 43) (:start . 38)\n (:id . 51))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 44) (:start . 43)\n (:id . 52)))@@@1@11@((:identifiers (:sid . :s12.370) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504173@unknown@formal@none@1@S@Thus, the fru operon is the THEME and the genes for IIFru is the DESCRIPTIVE-THEME.@(((:tag . "RB") (:stem . "thus") (:form . "Thus") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 5) (:start . 4) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 9) (:start . 6)\n (:id . 44))\n ((:tag . "NN") (:stem . "fru") (:form . "fru") (:end . 13) (:start . 10)\n (:id . 45))\n ((:tag . "NN") (:stem . "operon") (:form . "operon") (:end . 20)\n (:start . 14) (:id . 46))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 23) (:start . 21)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 27) (:start . 24)\n (:id . 48))\n ((:tag . "NNP") (:stem . "THEME") (:form . "THEME") (:end . 33) (:start . 28)\n (:id . 49))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 37) (:start . 34)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 41) (:start . 38)\n (:id . 51))\n ((:tag . "NNS") (:stem . "gene") (:form . "genes") (:end . 47) (:start . 42)\n (:id . 52))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 51) (:start . 48)\n (:id . 53))\n ((:tag . "NNP") (:stem . "IIFru") (:form . "IIFru") (:end . 57) (:start . 52)\n (:id . 54))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 60) (:start . 58)\n (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 64) (:start . 61)\n (:id . 56))\n ((:tag . "NN") (:stem . "descriptive-theme") (:form . "DESCRIPTIVE-THEME")\n (:end . 82) (:start . 65) (:id . 57))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 83) (:start . 82)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s12.371) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504174@unknown@formal@none@1@S@However, problems sometimes arose for certain verbs such as exhibit, where there may be some confusion as to whether a "state" or "active" interpretation should be taken, e.g., The wild-type and mutant ompR genes exhibit different phenotypes of osmoregulation...@(((:tag . "RB") (:stem . "however") (:form . "However") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "NNS") (:stem . "problem") (:form . "problems") (:end . 17)\n (:start . 9) (:id . 44))\n ((:tag . "RB") (:stem . 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"phenotypes") (:end . 241)\n (:start . 231) (:id . 86))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 244) (:start . 242)\n (:id . 87))\n ((:tag . "NN") (:stem . "osmoregulation") (:form . "osmoregulation")\n (:end . 259) (:start . 245) (:id . 88))\n ((:tag . ":") (:stem . "…") (:form . "…") (:end . 259) (:start . 259)\n (:id . 89)))@@@1@48@((:hcues ((:id . :x12.372.2) (:span 154 160))\n ((:id . :x12.372.1) (:span 127 129)) ((:id . :x12.372.3) (:span 109 116))\n ((:id . :x12.372.4) (:span 81 84)))\n (:hscopes ((:id . :x12.372.1) (:span 119 138))\n ((:id . :x12.372.2) (:span 117 169)) ((:id . :x12.372.3) (:span 109 169))\n ((:id . :x12.372.4) (:span 81 169)))\n (:identifiers (:sid . :s12.372) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504175@unknown@formal@none@1@S@The interpretation taken by the annotator determines whether different phenotypes is assigned the role THEME or DESCRIPTIVE-THEME (and also whether The wild-type and mutant ompR genes is assigned AGENT or THEME).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "interpretation") (:form . "interpretation")\n (:end . 18) (:start . 4) (:id . 43))\n ((:tag . "VBN") (:stem . 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".") (:stem . ".") (:form . ".") (:end . 212) (:start . 211)\n (:id . 75)))@@@1@34@((:hcues ((:id . :x12.373.1) (:span 202 204))\n ((:id . :x12.373.2) (:span 140 147)) ((:id . :x12.373.3) (:span 109 111))\n ((:id . :x12.373.4) (:span 53 60)))\n (:hscopes ((:id . :x12.373.1) (:span 196 210))\n ((:id . :x12.373.2) (:span 140 211)) ((:id . :x12.373.3) (:span 103 129))\n ((:id . :x12.373.4) (:span 53 129)))\n (:identifiers (:sid . :s12.373) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504176@unknown@formal@none@1@S@In general, DESCRIPTIVE-THEME and DESCRIPTIVE-AGENT have less strict definitions than other roles, in that the only restriction imposed is that they should be assigned to arguments that describe characteristics or behaviour of the AGENT or THEME.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "general") (:form . 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"behaviour") (:form . "behaviour") (:end . 223)\n (:start . 214) (:id . 74))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 226) (:start . 224)\n (:id . 75))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 230) (:start . 227)\n (:id . 76))\n ((:tag . "NNP") (:stem . "AGENT") (:form . "AGENT") (:end . 236)\n (:start . 231) (:id . 77))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 239) (:start . 237)\n (:id . 78))\n ((:tag . "NNP") (:stem . "THEME") (:form . "THEME") (:end . 245)\n (:start . 240) (:id . 79))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 246) (:start . 245)\n (:id . 80)))@@@1@39@((:hcues ((:id . :x12.374.1) (:span 149 155)))\n (:hscopes ((:id . :x12.374.1) (:span 144 245)))\n (:identifiers (:sid . :s12.374) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504177@unknown@formal@none@1@S@This, together with the fact that they are not particularly commonly occurring, could have made them more difficult to assign accurately.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 5) (:start . 4) (:id . 43))\n ((:tag . "RB") (:stem . "together") (:form . "together") (:end . 14)\n (:start . 6) (:id . 44))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 19) (:start . 15)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 23) (:start . 20)\n (:id . 46))\n ((:tag . "NN") (:stem . "fact") (:form . 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(:end . 137) (:start . 136)\n (:id . 65)))@@@1@24@((:hcues ((:id . :x12.375.1) (:span 80 85)))\n (:hscopes ((:id . :x12.375.1) (:span 0 136)))\n (:identifiers (:sid . :s12.375) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504178@unknown@formal@none@1@S@As future work, we will consider tightening the definitions and possibly splitting them into different roles.@(((:tag . "IN") (:stem . "as") (:form . "As") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "future") (:form . "future") (:end . 9) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "work") (:form . "work") (:end . 14) (:start . 10)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 15) (:start . 14)\n (:id . 45))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 18) (:start . 16)\n (:id . 46))\n ((:tag . "MD") (:stem . "will") (:form . "will") (:end . 23) (:start . 19)\n (:id . 47))\n ((:tag . "VB") (:stem . "consider") (:form . "consider") (:end . 32)\n (:start . 24) (:id . 48))\n ((:tag . "VBG") (:stem . "tighten") (:form . "tightening") (:end . 43)\n (:start . 33) (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 47) (:start . 44)\n (:id . 50))\n ((:tag . "NNS") (:stem . "definition") (:form . "definitions") (:end . 59)\n (:start . 48) (:id . 51))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 63) (:start . 60)\n (:id . 52))\n ((:tag . "RB") (:stem . "possibly") (:form . "possibly") (:end . 72)\n (:start . 64) (:id . 53))\n ((:tag . "VBG") (:stem . "split") (:form . "splitting") (:end . 82)\n (:start . 73) (:id . 54))\n ((:tag . "PRP") (:stem . "them") (:form . "them") (:end . 87) (:start . 83)\n (:id . 55))\n ((:tag . "IN") (:stem . "into") (:form . "into") (:end . 92) (:start . 88)\n (:id . 56))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 102)\n (:start . 93) (:id . 57))\n ((:tag . "NNS") (:stem . "role") (:form . "roles") (:end . 108)\n (:start . 103) (:id . 58))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 109) (:start . 108)\n (:id . 59)))@@@1@18@((:hcues ((:id . :x12.376.1) (:span 64 72)))\n (:hscopes ((:id . :x12.376.1) (:span 64 108)))\n (:identifiers (:sid . :s12.376) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504179@unknown@formal@none@1@S@Although it is desirable to keep the set of roles used as small and as general as possible in order to ease the burden on the annotator, a slightly larger range of more tightly-defined roles may help to improve agreement rates.@(((:tag . "IN") (:stem . "although") (:form . "Although") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 11) (:start . 9)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 14) (:start . 12)\n (:id . 44))\n ((:tag . "JJ") (:stem . "desirable") (:form . "desirable") (:end . 24)\n (:start . 15) (:id . 45))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 27) (:start . 25)\n (:id . 46))\n ((:tag . "VB") (:stem . "keep") (:form . "keep") (:end . 32) (:start . 28)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 36) (:start . 33)\n (:id . 48))\n ((:tag . "NN") (:stem . "set") (:form . "set") (:end . 40) (:start . 37)\n (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 43) (:start . 41)\n (:id . 50))\n ((:tag . "NNS") (:stem . "role") (:form . "roles") (:end . 49) (:start . 44)\n (:id . 51))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 54) (:start . 50)\n (:id . 52))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 57) (:start . 55)\n (:id . 53))\n ((:tag . "JJ") (:stem . "small") (:form . "small") (:end . 63) (:start . 58)\n (:id . 54))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 67) (:start . 64)\n (:id . 55))\n ((:tag . "RB") (:stem . "as") (:form . "as") (:end . 70) (:start . 68)\n (:id . 56))\n ((:tag . "JJ") (:stem . "general") (:form . "general") (:end . 78)\n (:start . 71) (:id . 57))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 81) (:start . 79)\n (:id . 58))\n ((:tag . "JJ") (:stem . "possible") (:form . "possible") (:end . 90)\n (:start . 82) (:id . 59))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 93) (:start . 91)\n (:id . 60))\n ((:tag . "NN") (:stem . "order") (:form . "order") (:end . 99) (:start . 94)\n (:id . 61))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 102) (:start . 100)\n (:id . 62))\n ((:tag . "VB") (:stem . "ease") (:form . "ease") (:end . 107) (:start . 103)\n (:id . 63))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 111) (:start . 108)\n (:id . 64))\n ((:tag . "NN") (:stem . "burden") (:form . "burden") (:end . 118)\n (:start . 112) (:id . 65))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 121) (:start . 119)\n (:id . 66))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 125) (:start . 122)\n (:id . 67))\n ((:tag . "NN") (:stem . "annotator") (:form . "annotator") (:end . 135)\n (:start . 126) (:id . 68))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 136) (:start . 135)\n (:id . 69))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 138) (:start . 137)\n (:id . 70))\n ((:tag . "RB") (:stem . "slightly") (:form . "slightly") (:end . 147)\n (:start . 139) (:id . 71))\n ((:tag . "JJR") (:stem . "large") (:form . "larger") (:end . 154)\n (:start . 148) (:id . 72))\n ((:tag . "NN") (:stem . "range") (:form . "range") (:end . 160)\n (:start . 155) (:id . 73))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 163) (:start . 161)\n (:id . 74))\n ((:tag . "JJR") (:stem . "more") (:form . "more") (:end . 168) (:start . 164)\n (:id . 75))\n ((:tag . "JJ") (:stem . "tightly-defined") (:form . "tightly-defined")\n (:end . 184) (:start . 169) (:id . 76))\n ((:tag . "NNS") (:stem . "role") (:form . "roles") (:end . 190)\n (:start . 185) (:id . 77))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 194) (:start . 191)\n (:id . 78))\n ((:tag . "VB") (:stem . "help") (:form . "help") (:end . 199) (:start . 195)\n (:id . 79))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 202) (:start . 200)\n (:id . 80))\n ((:tag . "VB") (:stem . "improve") (:form . "improve") (:end . 210)\n (:start . 203) (:id . 81))\n ((:tag . "NN") (:stem . "agreement") (:form . "agreement") (:end . 220)\n (:start . 211) (:id . 82))\n ((:tag . "NNS") (:stem . "rate") (:form . "rates") (:end . 226)\n (:start . 221) (:id . 83))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 227) (:start . 226)\n (:id . 84)))@@@1@43@((:hcues ((:id . :x12.377.1) (:span 191 194)))\n (:hscopes ((:id . :x12.377.1) (:span 191 226)))\n (:identifiers (:sid . :s12.377) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504180@unknown@formal@none@1@S@Biological concept assignment@(((:tag . "JJ") (:stem . "biological") (:form . "Biological") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "concept") (:form . "concept") (:end . 18)\n (:start . 11) (:id . 43))\n ((:tag . "NN") (:stem . "assignment") (:form . "assignment") (:end . 29)\n (:start . 19) (:id . 44)))@@@1@3@((:identifiers (:sid . :s12.378) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504181@unknown@formal@none@1@S@As observed in Table 11, there is much more discrepancy between certain biological concept categories than others, especially those that constitute context-specific concepts.@(((:tag . "IN") (:stem . "as") (:form . "As") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBN") (:stem . "observe") (:form . "observed") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 14) (:start . 12)\n (:id . 44))\n ((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 20) (:start . 15)\n (:id . 45))\n ((:tag . "CD") (:stem . "11") (:form . "11") (:end . 23) (:start . 21)\n (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 24) (:start . 23)\n (:id . 47))\n ((:tag . "EX") (:stem . "there") (:form . "there") (:end . 30) (:start . 25)\n (:id . 48))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 33) (:start . 31)\n (:id . 49))\n ((:tag . "RB") (:stem . "much") (:form . "much") (:end . 38) (:start . 34)\n (:id . 50))\n ((:tag . "JJR") (:stem . "more") (:form . "more") (:end . 43) (:start . 39)\n (:id . 51))\n ((:tag . "NN") (:stem . "discrepancy") (:form . "discrepancy") (:end . 55)\n (:start . 44) (:id . 52))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 63)\n (:start . 56) (:id . 53))\n ((:tag . "JJ") (:stem . "certain") (:form . "certain") (:end . 71)\n (:start . 64) (:id . 54))\n ((:tag . "JJ") (:stem . "biological") (:form . "biological") (:end . 82)\n (:start . 72) (:id . 55))\n ((:tag . "NN") (:stem . "concept") (:form . "concept") (:end . 90)\n (:start . 83) (:id . 56))\n ((:tag . "NNS") (:stem . "category") (:form . "categories") (:end . 101)\n (:start . 91) (:id . 57))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 106) (:start . 102)\n (:id . 58))\n ((:tag . "NNS") (:stem . "other") (:form . "others") (:end . 113)\n (:start . 107) (:id . 59))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 114) (:start . 113)\n (:id . 60))\n ((:tag . "RB") (:stem . "especially") (:form . "especially") (:end . 125)\n (:start . 115) (:id . 61))\n ((:tag . "DT") (:stem . "those") (:form . "those") (:end . 131)\n (:start . 126) (:id . 62))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 136) (:start . 132)\n (:id . 63))\n ((:tag . "VBP") (:stem . "constitute") (:form . "constitute") (:end . 147)\n (:start . 137) (:id . 64))\n ((:tag . "JJ") (:stem . "context-specific") (:form . "context-specific")\n (:end . 164) (:start . 148) (:id . 65))\n ((:tag . "NNS") (:stem . "concept") (:form . "concepts") (:end . 173)\n (:start . 165) (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 174) (:start . 173)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s12.379) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504182@unknown@formal@none@1@S@An exception to this is Protein, which is a more general concept category within the Proteins supercategory.@(((:tag . "DT") (:stem . "an") (:form . "An") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "exception") (:form . "exception") (:end . 12)\n (:start . 3) (:id . 43))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 15) (:start . 13)\n (:id . 44))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 20) (:start . 16)\n (:id . 45))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 23) (:start . 21)\n (:id . 46))\n ((:tag . "NNP") (:stem . "Protein") (:form . "Protein") (:end . 31)\n (:start . 24) (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 32) (:start . 31)\n (:id . 48))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 38) (:start . 33)\n (:id . 49))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 41) (:start . 39)\n (:id . 50))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 43) (:start . 42)\n (:id . 51))\n ((:tag . "RBR") (:stem . "more") (:form . "more") (:end . 48) (:start . 44)\n (:id . 52))\n ((:tag . "JJ") (:stem . "general") (:form . "general") (:end . 56)\n (:start . 49) (:id . 53))\n ((:tag . "NN") (:stem . "concept") (:form . "concept") (:end . 64)\n (:start . 57) (:id . 54))\n ((:tag . "NN") (:stem . "category") (:form . "category") (:end . 73)\n (:start . 65) (:id . 55))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 80)\n (:start . 74) (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 84) (:start . 81)\n (:id . 57))\n ((:tag . "NNPS") (:stem . "Protein") (:form . "Proteins") (:end . 93)\n (:start . 85) (:id . 58))\n ((:tag . "NN") (:stem . "supercategory") (:form . "supercategory")\n (:end . 107) (:start . 94) (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 108) (:start . 107)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s12.380) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504183@unknown@formal@none@1@S@We therefore examined the most common concept categories with which Protein was confused.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "RB") (:stem . "therefore") (:form . "therefore") (:end . 12)\n (:start . 3) (:id . 43))\n ((:tag . "VBD") (:stem . "examine") (:form . "examined") (:end . 21)\n (:start . 13) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 25) (:start . 22)\n (:id . 45))\n ((:tag . "RBS") (:stem . "most") (:form . "most") (:end . 30) (:start . 26)\n (:id . 46))\n ((:tag . "JJ") (:stem . "common") (:form . "common") (:end . 37)\n (:start . 31) (:id . 47))\n ((:tag . "NN") (:stem . "concept") (:form . "concept") (:end . 45)\n (:start . 38) (:id . 48))\n ((:tag . "NNS") (:stem . "category") (:form . "categories") (:end . 56)\n (:start . 46) (:id . 49))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 61) (:start . 57)\n (:id . 50))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 67) (:start . 62)\n (:id . 51))\n ((:tag . "NNP") (:stem . "Protein") (:form . "Protein") (:end . 75)\n (:start . 68) (:id . 52))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 79) (:start . 76)\n (:id . 53))\n ((:tag . "VBN") (:stem . "confuse") (:form . "confused") (:end . 88)\n (:start . 80) (:id . 54))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 89) (:start . 88)\n (:id . 55)))@@@1@14@((:identifiers (:sid . :s12.381) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504184@unknown@formal@none@1@S@These are shown in Table 12.@(((:tag . "DT") (:stem . "these") (:form . "These") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 9) (:start . 6)\n (:id . 43))\n ((:tag . "VBN") (:stem . "show") (:form . "shown") (:end . 15) (:start . 10)\n (:id . 44))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 18) (:start . 16)\n (:id . 45))\n ((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 24) (:start . 19)\n (:id . 46))\n ((:tag . "CD") (:stem . "12") (:form . "12") (:end . 27) (:start . 25)\n (:id . 47))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 28) (:start . 27)\n (:id . 48)))@@@1@7@((:identifiers (:sid . :s12.382) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504185@unknown@formal@none@1@S@Most common concept categories confused with Protein@(((:tag . "RBS") (:stem . "most") (:form . "Most") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "common") (:form . "common") (:end . 11) (:start . 5)\n (:id . 43))\n ((:tag . "NN") (:stem . "concept") (:form . "concept") (:end . 19)\n (:start . 12) (:id . 44))\n ((:tag . "NNS") (:stem . "category") (:form . "categories") (:end . 30)\n (:start . 20) (:id . 45))\n ((:tag . "VBN") (:stem . "confuse") (:form . "confused") (:end . 39)\n (:start . 31) (:id . 46))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 44) (:start . 40)\n (:id . 47))\n ((:tag . "NNP") (:stem . "Protein") (:form . "Protein") (:end . 52)\n (:start . 45) (:id . 48)))@@@1@7@((:identifiers (:sid . :s12.383) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|TableLegend|)))@oe@9-2-2011 5504186@unknown@formal@none@1@S@With the exception of Gene (which belongs to the Nucleic_Acids superclass), all other categories confused with Protein are also categories within the Proteins supercategory.@(((:tag . "IN") (:stem . "with") (:form . "With") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 8) (:start . 5)\n (:id . 43))\n ((:tag . "NN") (:stem . "exception") (:form . "exception") (:end . 18)\n (:start . 9) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 21) (:start . 19)\n (:id . 45))\n ((:tag . "NNP") (:stem . "Gene") (:form . "Gene") (:end . 26) (:start . 22)\n (:id . 46))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 28) (:start . 27)\n (:id . 47))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 33) (:start . 28)\n (:id . 48))\n ((:tag . "VBZ") (:stem . "belong") (:form . "belongs") (:end . 41)\n (:start . 34) (:id . 49))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 44) (:start . 42)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 48) (:start . 45)\n (:id . 51))\n ((:tag . "NNP") (:stem . "Nucleic_Acid") (:form . "Nucleic_Acids")\n (:end . 62) (:start . 49) (:id . 52))\n ((:tag . "NN") (:stem . "superclass") (:form . "superclass") (:end . 73)\n (:start . 63) (:id . 53))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 74) (:start . 73)\n (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 75) (:start . 74)\n (:id . 55))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 79) (:start . 76)\n (:id . 56))\n ((:tag . "JJ") (:stem . "other") (:form . "other") (:end . 85) (:start . 80)\n (:id . 57))\n ((:tag . "NNS") (:stem . "category") (:form . "categories") (:end . 96)\n (:start . 86) (:id . 58))\n ((:tag . "VBN") (:stem . "confuse") (:form . "confused") (:end . 105)\n (:start . 97) (:id . 59))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 110) (:start . 106)\n (:id . 60))\n ((:tag . "NNP") (:stem . "Protein") (:form . "Protein") (:end . 118)\n (:start . 111) (:id . 61))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 122) (:start . 119)\n (:id . 62))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 127) (:start . 123)\n (:id . 63))\n ((:tag . "NNS") (:stem . "category") (:form . "categories") (:end . 138)\n (:start . 128) (:id . 64))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 145)\n (:start . 139) (:id . 65))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 149) (:start . 146)\n (:id . 66))\n ((:tag . "NNPS") (:stem . "Protein") (:form . "Proteins") (:end . 158)\n (:start . 150) (:id . 67))\n ((:tag . "NN") (:stem . "supercategory") (:form . "supercategory")\n (:end . 172) (:start . 159) (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 173) (:start . 172)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s12.384) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504187@unknown@formal@none@1@S@This suggests that some annotators were using the Protein category to encompass all things related to proteins, rather than assigning more specific category labels.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "suggest") (:form . "suggests") (:end . 13)\n (:start . 5) (:id . 43))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 18) (:start . 14)\n (:id . 44))\n ((:tag . "DT") (:stem . "some") (:form . "some") (:end . 23) (:start . 19)\n (:id . 45))\n ((:tag . "NNS") (:stem . "annotator") (:form . "annotators") (:end . 34)\n (:start . 24) (:id . 46))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 39) (:start . 35)\n (:id . 47))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 45) (:start . 40)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 49) (:start . 46)\n (:id . 49))\n ((:tag . "NNP") (:stem . "Protein") (:form . "Protein") (:end . 57)\n (:start . 50) (:id . 50))\n ((:tag . "NN") (:stem . "category") (:form . "category") (:end . 66)\n (:start . 58) (:id . 51))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 69) (:start . 67)\n (:id . 52))\n ((:tag . "VB") (:stem . "encompass") (:form . "encompass") (:end . 79)\n (:start . 70) (:id . 53))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 83) (:start . 80)\n (:id . 54))\n ((:tag . "NNS") (:stem . "thing") (:form . "things") (:end . 90)\n (:start . 84) (:id . 55))\n ((:tag . "VBN") (:stem . "relate") (:form . "related") (:end . 98)\n (:start . 91) (:id . 56))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 101) (:start . 99)\n (:id . 57))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 110)\n (:start . 102) (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 111) (:start . 110)\n (:id . 59))\n ((:tag . "RB") (:stem . "rather") (:form . "rather") (:end . 118)\n (:start . 112) (:id . 60))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 123) (:start . 119)\n (:id . 61))\n ((:tag . "VBG") (:stem . "assign") (:form . "assigning") (:end . 133)\n (:start . 124) (:id . 62))\n ((:tag . "RBR") (:stem . "more") (:form . "more") (:end . 138) (:start . 134)\n (:id . 63))\n ((:tag . "JJ") (:stem . "specific") (:form . "specific") (:end . 147)\n (:start . 139) (:id . 64))\n ((:tag . "NN") (:stem . "category") (:form . "category") (:end . 156)\n (:start . 148) (:id . 65))\n ((:tag . "NNS") (:stem . "label") (:form . "labels") (:end . 163)\n (:start . 157) (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 164) (:start . 163)\n (:id . 67)))@@@1@26@((:hcues ((:id . :x12.385.1) (:span 5 13)))\n (:hscopes ((:id . :x12.385.1) (:span 5 163)))\n (:identifiers (:sid . :s12.385) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504188@unknown@formal@none@1@S@This may be related to their differing levels of knowledge regarding gene regulation and expression.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 8) (:start . 5)\n (:id . 43))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "VBN") (:stem . "relate") (:form . "related") (:end . 19)\n (:start . 12) (:id . 45))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 22) (:start . 20)\n (:id . 46))\n ((:tag . "PRP$") (:stem . "their") (:form . "their") (:end . 28)\n (:start . 23) (:id . 47))\n ((:tag . "VBG") (:stem . 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(:end . 100) (:start . 99)\n (:id . 57)))@@@1@16@((:hcues ((:id . :x12.386.1) (:span 5 8)))\n (:hscopes ((:id . :x12.386.1) (:span 0 99)))\n (:identifiers (:sid . :s12.386) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504189@unknown@formal@none@1@S@Conclusion@(((:tag . "NN") (:stem . "conclusion") (:form . "Conclusion") (:end . 10)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s12.387) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5504190@unknown@formal@none@1@S@We have designed an event annotation scheme for biomedical texts and produced an associated corpus, the GREC, consisting of 240 MEDLINE abstracts annotated with 3067 gene regulation event instances.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "have") (:form . 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"NNP") (:stem . "MEDLINE") (:form . "MEDLINE") (:end . 135)\n (:start . 128) (:id . 64))\n ((:tag . "NNS") (:stem . "abstract") (:form . "abstracts") (:end . 145)\n (:start . 136) (:id . 65))\n ((:tag . "VBN") (:stem . "annotate") (:form . "annotated") (:end . 155)\n (:start . 146) (:id . 66))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 160) (:start . 156)\n (:id . 67))\n ((:tag . "CD") (:stem . "3067") (:form . "3067") (:end . 165) (:start . 161)\n (:id . 68))\n ((:tag . "NN") (:stem . "gene") (:form . "gene") (:end . 170) (:start . 166)\n (:id . 69))\n ((:tag . "NN") (:stem . "regulation") (:form . "regulation") (:end . 181)\n (:start . 171) (:id . 70))\n ((:tag . "NN") (:stem . "event") (:form . "event") (:end . 187)\n (:start . 182) (:id . 71))\n ((:tag . "NNS") (:stem . "instance") (:form . "instances") (:end . 197)\n (:start . 188) (:id . 72))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 198) (:start . 197)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s12.388) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504191@unknown@formal@none@1@S@The corpus is unique within the biomedical field in that it combines both linguistically-oriented features (i.e., event-independent semantic roles tuned to the domain) and biologically-oriented features (i.e., biological concepts linked to the Gene Regulation Ontology [43]).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "corpus") (:form . "corpus") (:end . 10) (:start . 4)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 13) (:start . 11)\n (:id . 44))\n ((:tag . "JJ") (:stem . "unique") (:form . "unique") (:end . 20)\n (:start . 14) (:id . 45))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 27)\n (:start . 21) (:id . 46))\n ((:tag . "DT") (:stem . 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"(") (:end . 108) (:start . 107)\n (:id . 57))\n ((:tag . "FW") (:stem . "i.e.") (:form . "i.e.") (:end . 112) (:start . 108)\n (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 113) (:start . 112)\n (:id . 59))\n ((:tag . "JJ") (:stem . "event-independent") (:form . "event-independent")\n (:end . 131) (:start . 114) (:id . 60))\n ((:tag . "JJ") (:stem . "semantic") (:form . "semantic") (:end . 140)\n (:start . 132) (:id . 61))\n ((:tag . "NNS") (:stem . "role") (:form . "roles") (:end . 146)\n (:start . 141) (:id . 62))\n ((:tag . "VBN") (:stem . "tune") (:form . "tuned") (:end . 152)\n (:start . 147) (:id . 63))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 155) (:start . 153)\n (:id . 64))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 159) (:start . 156)\n (:id . 65))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 166)\n (:start . 160) (:id . 66))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 167) (:start . 166)\n (:id . 67))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 171) (:start . 168)\n (:id . 68))\n ((:tag . "JJ") (:stem . "biologically-oriented")\n (:form . "biologically-oriented") (:end . 193) (:start . 172) (:id . 69))\n ((:tag . "NNS") (:stem . "feature") (:form . "features") (:end . 202)\n (:start . 194) (:id . 70))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 204) (:start . 203)\n (:id . 71))\n ((:tag . "FW") (:stem . "i.e.") (:form . "i.e.") (:end . 208) (:start . 204)\n (:id . 72))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 209) (:start . 208)\n (:id . 73))\n ((:tag . "JJ") (:stem . "biological") (:form . "biological") (:end . 220)\n (:start . 210) (:id . 74))\n ((:tag . "NNS") (:stem . "concept") (:form . "concepts") (:end . 229)\n (:start . 221) (:id . 75))\n ((:tag . "VBN") (:stem . "link") (:form . "linked") (:end . 236)\n (:start . 230) (:id . 76))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 239) (:start . 237)\n (:id . 77))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 243) (:start . 240)\n (:id . 78))\n ((:tag . "NNP") (:stem . "Gene") (:form . "Gene") (:end . 248) (:start . 244)\n (:id . 79))\n ((:tag . "NNP") (:stem . "Regulation") (:form . "Regulation") (:end . 259)\n (:start . 249) (:id . 80))\n ((:tag . "NNP") (:stem . "Ontology") (:form . "Ontology") (:end . 268)\n (:start . 260) (:id . 81))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 270) (:start . 269)\n (:id . 82))\n ((:tag . "CD") (:stem . "43") (:form . "43") (:end . 272) (:start . 270)\n (:id . 83))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 273) (:start . 272)\n (:id . 84))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 274) (:start . 273)\n (:id . 85))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 275) (:start . 274)\n (:id . 86)))@@@1@45@((:identifiers (:sid . :s12.389) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504192@unknown@formal@none@1@S@The corpus can act as a basis for creating domain-specific semantic frame resources, and has already been used in the production of semantic frames for inclusion within the BioLexicon [44], in which the semantic frames are linked with syntactic information.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "corpus") (:form . "corpus") (:end . 10) (:start . 4)\n (:id . 43))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 14) (:start . 11)\n (:id . 44))\n ((:tag . "VB") (:stem . "act") (:form . "act") (:end . 18) (:start . 15)\n (:id . 45))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 21) (:start . 19)\n (:id . 46))\n ((:tag . "DT") (:stem . "a") (:form . 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(:end . 257) (:start . 256)\n (:id . 86)))@@@1@45@((:identifiers (:sid . :s12.390) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504193@unknown@formal@none@1@S@It is also hoped that the corpus will boost research into other areas of bio-IE, such as the production of domain-specific SRLs, which have previously suffered due to the lack of a suitably annotated corpus.@(((:tag . "PRP") (:stem . "it") (:form . "It") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 5) (:start . 3)\n (:id . 43))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 10) (:start . 6)\n (:id . 44))\n ((:tag . "VBN") (:stem . "hop") (:form . "hoped") (:end . 16) (:start . 11)\n (:id . 45))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 21) (:start . 17)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 25) (:start . 22)\n (:id . 47))\n ((:tag . "NN") (:stem . 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"IN") (:stem . "as") (:form . "as") (:end . 88) (:start . 86)\n (:id . 59))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 92) (:start . 89)\n (:id . 60))\n ((:tag . "NN") (:stem . "production") (:form . "production") (:end . 103)\n (:start . 93) (:id . 61))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 106) (:start . 104)\n (:id . 62))\n ((:tag . "JJ") (:stem . "domain-specific") (:form . "domain-specific")\n (:end . 122) (:start . 107) (:id . 63))\n ((:tag . "NNS") (:stem . "srl") (:form . "SRLs") (:end . 127) (:start . 123)\n (:id . 64))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 128) (:start . 127)\n (:id . 65))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 134)\n (:start . 129) (:id . 66))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 139) (:start . 135)\n (:id . 67))\n ((:tag . "RB") (:stem . "previously") (:form . "previously") (:end . 150)\n (:start . 140) (:id . 68))\n ((:tag . "VBN") (:stem . "suffer") (:form . 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(:end . 207) (:start . 206)\n (:id . 79)))@@@1@38@((:hcues ((:id . :x12.391.1) (:span 33 37)))\n (:hscopes ((:id . :x12.391.1) (:span 33 206)))\n (:identifiers (:sid . :s12.391) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504194@unknown@formal@none@1@S@Initial experiments have demonstrated the feasibility of training an SRL using the corpus and as such, we hope to exploit the corpus in future shared tasks with such an aim.@(((:tag . "JJ") (:stem . "initial") (:form . "Initial") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "experiment") (:form . "experiments") (:end . 19)\n (:start . 8) (:id . 43))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 24) (:start . 20)\n (:id . 44))\n ((:tag . "VBN") (:stem . "demonstrate") (:form . "demonstrated") (:end . 37)\n (:start . 25) (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 41) (:start . 38)\n (:id . 46))\n ((:tag . 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"such") (:end . 101) (:start . 97)\n (:id . 57))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 102) (:start . 101)\n (:id . 58))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 105) (:start . 103)\n (:id . 59))\n ((:tag . "VBP") (:stem . "hope") (:form . "hope") (:end . 110) (:start . 106)\n (:id . 60))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 113) (:start . 111)\n (:id . 61))\n ((:tag . "VB") (:stem . "exploit") (:form . "exploit") (:end . 121)\n (:start . 114) (:id . 62))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 125) (:start . 122)\n (:id . 63))\n ((:tag . "NN") (:stem . "corpus") (:form . "corpus") (:end . 132)\n (:start . 126) (:id . 64))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 135) (:start . 133)\n (:id . 65))\n ((:tag . "JJ") (:stem . "future") (:form . "future") (:end . 142)\n (:start . 136) (:id . 66))\n ((:tag . "JJ") (:stem . "shared") (:form . "shared") (:end . 149)\n (:start . 143) (:id . 67))\n ((:tag . "NNS") (:stem . "task") (:form . "tasks") (:end . 155)\n (:start . 150) (:id . 68))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 160) (:start . 156)\n (:id . 69))\n ((:tag . "PDT") (:stem . "such") (:form . "such") (:end . 165) (:start . 161)\n (:id . 70))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 168) (:start . 166)\n (:id . 71))\n ((:tag . "NN") (:stem . "aim") (:form . "aim") (:end . 172) (:start . 169)\n (:id . 72))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 173) (:start . 172)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s12.392) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504195@unknown@formal@none@1@S@There is also evidence to suggest that combining the GREC with other larger biomedical corpora may help to train more accurate IE systems.@(((:tag . "EX") (:stem . "there") (:form . "There") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "be") (:form . 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"systems") (:end . 137)\n (:start . 130) (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 138) (:start . 137)\n (:id . 65)))@@@1@24@((:hcues ((:id . :x12.393.1) (:span 95 98)) ((:id . :x12.393.2) (:span 26 33)))\n (:hscopes ((:id . :x12.393.1) (:span 95 137))\n ((:id . :x12.393.2) (:span 26 137)))\n (:identifiers (:sid . :s12.393) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504196@unknown@formal@none@1@S@Evaluation of the corpus quality was carried out using a newly-devised methodology, taking into account multiple aspects of the annotation task.@(((:tag . "NN") (:stem . "evaluation") (:form . "Evaluation") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 13) (:start . 11)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 17) (:start . 14)\n (:id . 44))\n ((:tag . "NN") (:stem . "corpus") (:form . 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"taking") (:end . 90) (:start . 84)\n (:id . 55))\n ((:tag . "IN") (:stem . "into") (:form . "into") (:end . 95) (:start . 91)\n (:id . 56))\n ((:tag . "NN") (:stem . "account") (:form . "account") (:end . 103)\n (:start . 96) (:id . 57))\n ((:tag . "JJ") (:stem . "multiple") (:form . "multiple") (:end . 112)\n (:start . 104) (:id . 58))\n ((:tag . "NNS") (:stem . "aspect") (:form . "aspects") (:end . 120)\n (:start . 113) (:id . 59))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 123) (:start . 121)\n (:id . 60))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 127) (:start . 124)\n (:id . 61))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 138)\n (:start . 128) (:id . 62))\n ((:tag . "NN") (:stem . "task") (:form . "task") (:end . 143) (:start . 139)\n (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 144) (:start . 143)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s12.394) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504197@unknown@formal@none@1@S@Average agreement rates for the various tasks fell within the range of 66% - 90% F-score.@(((:tag . "JJ") (:stem . "average") (:form . "Average") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "agreement") (:form . "agreement") (:end . 17)\n (:start . 8) (:id . 43))\n ((:tag . "NNS") (:stem . "rate") (:form . "rates") (:end . 23) (:start . 18)\n (:id . 44))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 27) (:start . 24)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 31) (:start . 28)\n (:id . 46))\n ((:tag . "JJ") (:stem . "various") (:form . "various") (:end . 39)\n (:start . 32) (:id . 47))\n ((:tag . "NNS") (:stem . "task") (:form . "tasks") (:end . 45) (:start . 40)\n (:id . 48))\n ((:tag . "VBD") (:stem . "fall") (:form . "fell") (:end . 50) (:start . 46)\n (:id . 49))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 57)\n (:start . 51) (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 61) (:start . 58)\n (:id . 51))\n ((:tag . "NN") (:stem . "range") (:form . "range") (:end . 67) (:start . 62)\n (:id . 52))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 70) (:start . 68)\n (:id . 53))\n ((:tag . "CD") (:stem . "66") (:form . "66") (:end . 73) (:start . 71)\n (:id . 54))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 74) (:start . 73)\n (:id . 55))\n ((:tag . "HYPH") (:stem . "-") (:form . "-") (:end . 76) (:start . 75)\n (:id . 56))\n ((:tag . "CD") (:stem . "90") (:form . "90") (:end . 79) (:start . 77)\n (:id . 57))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 80) (:start . 79)\n (:id . 58))\n ((:tag . "NN") (:stem . "f-score") (:form . "F-score") (:end . 88)\n (:start . 81) (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 89) (:start . 88)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s12.395) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504198@unknown@formal@none@1@S@Through error analysis of the corpus, we identified the most problematic issues, which included difficulties in assigning particular semantic roles, particularly CONDITION and DESCRIPTIVE-THEME.@(((:tag . "IN") (:stem . "through") (:form . "Through") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "error") (:form . "error") (:end . 13) (:start . 8)\n (:id . 43))\n ((:tag . "NN") (:stem . "analysis") (:form . "analysis") (:end . 22)\n (:start . 14) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 25) (:start . 23)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 29) (:start . 26)\n (:id . 46))\n ((:tag . "NN") (:stem . "corpus") (:form . "corpus") (:end . 36)\n (:start . 30) (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 37) (:start . 36)\n (:id . 48))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 40) (:start . 38)\n (:id . 49))\n ((:tag . "VBD") (:stem . "identify") (:form . "identified") (:end . 51)\n (:start . 41) (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 55) (:start . 52)\n (:id . 51))\n ((:tag . "RBS") (:stem . "most") (:form . "most") (:end . 60) (:start . 56)\n (:id . 52))\n ((:tag . "JJ") (:stem . "problematic") (:form . "problematic") (:end . 72)\n (:start . 61) (:id . 53))\n ((:tag . "NNS") (:stem . "issue") (:form . "issues") (:end . 79)\n (:start . 73) (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 80) (:start . 79)\n (:id . 55))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 86) (:start . 81)\n (:id . 56))\n ((:tag . "VBD") (:stem . "include") (:form . "included") (:end . 95)\n (:start . 87) (:id . 57))\n ((:tag . "NNS") (:stem . "difficulty") (:form . "difficulties") (:end . 108)\n (:start . 96) (:id . 58))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 111) (:start . 109)\n (:id . 59))\n ((:tag . "VBG") (:stem . "assign") (:form . "assigning") (:end . 121)\n (:start . 112) (:id . 60))\n ((:tag . "JJ") (:stem . "particular") (:form . "particular") (:end . 132)\n (:start . 122) (:id . 61))\n ((:tag . "JJ") (:stem . "semantic") (:form . "semantic") (:end . 141)\n (:start . 133) (:id . 62))\n ((:tag . "NNS") (:stem . "role") (:form . "roles") (:end . 147)\n (:start . 142) (:id . 63))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 148) (:start . 147)\n (:id . 64))\n ((:tag . "RB") (:stem . "particularly") (:form . "particularly") (:end . 161)\n (:start . 149) (:id . 65))\n ((:tag . "NNP") (:stem . "CONDITION") (:form . "CONDITION") (:end . 171)\n (:start . 162) (:id . 66))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 175) (:start . 172)\n (:id . 67))\n ((:tag . "NNP") (:stem . "DESCRIPTIVE-THEME") (:form . "DESCRIPTIVE-THEME")\n (:end . 193) (:start . 176) (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 194) (:start . 193)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s12.396) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504199@unknown@formal@none@1@S@A full examination of the problematic cases will allow us to further improve the guidelines and possibly impose further restrictions in the annotation software, to prevent common types of errors being made.@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "full") (:form . "full") (:end . 6) (:start . 2)\n (:id . 43))\n ((:tag . "NN") (:stem . "examination") (:form . "examination") (:end . 18)\n (:start . 7) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 21) (:start . 19)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 25) (:start . 22)\n (:id . 46))\n ((:tag . "JJ") (:stem . "problematic") (:form . "problematic") (:end . 37)\n (:start . 26) (:id . 47))\n ((:tag . "NNS") (:stem . "case") (:form . "cases") (:end . 43) (:start . 38)\n (:id . 48))\n ((:tag . "MD") (:stem . "will") (:form . "will") (:end . 48) (:start . 44)\n (:id . 49))\n ((:tag . "VB") (:stem . "allow") (:form . "allow") (:end . 54) (:start . 49)\n (:id . 50))\n ((:tag . "PRP") (:stem . "us") (:form . "us") (:end . 57) (:start . 55)\n (:id . 51))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 60) (:start . 58)\n (:id . 52))\n ((:tag . "RBR") (:stem . "further") (:form . "further") (:end . 68)\n (:start . 61) (:id . 53))\n ((:tag . "VB") (:stem . "improve") (:form . "improve") (:end . 76)\n (:start . 69) (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 80) (:start . 77)\n (:id . 55))\n ((:tag . "NNS") (:stem . "guideline") (:form . "guidelines") (:end . 91)\n (:start . 81) (:id . 56))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 95) (:start . 92)\n (:id . 57))\n ((:tag . "RB") (:stem . "possibly") (:form . "possibly") (:end . 104)\n (:start . 96) (:id . 58))\n ((:tag . "VB") (:stem . "impose") (:form . "impose") (:end . 111)\n (:start . 105) (:id . 59))\n ((:tag . "JJ") (:stem . "further") (:form . "further") (:end . 119)\n (:start . 112) (:id . 60))\n ((:tag . "NNS") (:stem . "restriction") (:form . "restrictions") (:end . 132)\n (:start . 120) (:id . 61))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 135) (:start . 133)\n (:id . 62))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 139) (:start . 136)\n (:id . 63))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 150)\n (:start . 140) (:id . 64))\n ((:tag . "NN") (:stem . "software") (:form . "software") (:end . 159)\n (:start . 151) (:id . 65))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 160) (:start . 159)\n (:id . 66))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 163) (:start . 161)\n (:id . 67))\n ((:tag . "VB") (:stem . "prevent") (:form . "prevent") (:end . 171)\n (:start . 164) (:id . 68))\n ((:tag . "JJ") (:stem . "common") (:form . "common") (:end . 178)\n (:start . 172) (:id . 69))\n ((:tag . "NNS") (:stem . "type") (:form . "types") (:end . 184)\n (:start . 179) (:id . 70))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 187) (:start . 185)\n (:id . 71))\n ((:tag . "NNS") (:stem . "error") (:form . "errors") (:end . 194)\n (:start . 188) (:id . 72))\n ((:tag . "VBG") (:stem . "be") (:form . "being") (:end . 200) (:start . 195)\n (:id . 73))\n ((:tag . "VBN") (:stem . "make") (:form . "made") (:end . 205) (:start . 201)\n (:id . 74))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 206) (:start . 205)\n (:id . 75)))@@@1@34@((:hcues ((:id . :x12.397.1) (:span 96 104)))\n (:hscopes ((:id . :x12.397.1) (:span 96 205)))\n (:identifiers (:sid . :s12.397) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504200@unknown@formal@none@1@S@As regards biological concepts, our results show that, although high levels of agreement can be achieved when considering a coarse-grained set of categories, the use of a fine-grained classification caused some difficulties.@(((:tag . "IN") (:stem . "as") (:form . "As") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "regard") (:form . "regards") (:end . 10)\n (:start . 3) (:id . 43))\n ((:tag . "JJ") (:stem . "biological") (:form . "biological") (:end . 21)\n (:start . 11) (:id . 44))\n ((:tag . "NNS") (:stem . "concept") (:form . "concepts") (:end . 30)\n (:start . 22) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 31) (:start . 30)\n (:id . 46))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 35) (:start . 32)\n (:id . 47))\n ((:tag . "NNS") (:stem . "result") (:form . "results") (:end . 43)\n (:start . 36) (:id . 48))\n ((:tag . "VBP") (:stem . "show") (:form . "show") (:end . 48) (:start . 44)\n (:id . 49))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 53) (:start . 49)\n (:id . 50))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 54) (:start . 53)\n (:id . 51))\n ((:tag . "IN") (:stem . "although") (:form . "although") (:end . 63)\n (:start . 55) (:id . 52))\n ((:tag . "JJ") (:stem . "high") (:form . "high") (:end . 68) (:start . 64)\n (:id . 53))\n ((:tag . "NNS") (:stem . "level") (:form . "levels") (:end . 75)\n (:start . 69) (:id . 54))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 78) (:start . 76)\n (:id . 55))\n ((:tag . "NN") (:stem . "agreement") (:form . "agreement") (:end . 88)\n (:start . 79) (:id . 56))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 92) (:start . 89)\n (:id . 57))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 95) (:start . 93)\n (:id . 58))\n ((:tag . "VBN") (:stem . "achieve") (:form . "achieved") (:end . 104)\n (:start . 96) (:id . 59))\n ((:tag . "WRB") (:stem . "when") (:form . "when") (:end . 109) (:start . 105)\n (:id . 60))\n ((:tag . "VBG") (:stem . "consider") (:form . "considering") (:end . 121)\n (:start . 110) (:id . 61))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 123) (:start . 122)\n (:id . 62))\n ((:tag . "JJ") (:stem . "coarse-grained") (:form . "coarse-grained")\n (:end . 138) (:start . 124) (:id . 63))\n ((:tag . "NN") (:stem . "set") (:form . "set") (:end . 142) (:start . 139)\n (:id . 64))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 145) (:start . 143)\n (:id . 65))\n ((:tag . "NNS") (:stem . "category") (:form . "categories") (:end . 156)\n (:start . 146) (:id . 66))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 157) (:start . 156)\n (:id . 67))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 161) (:start . 158)\n (:id . 68))\n ((:tag . "NN") (:stem . "use") (:form . "use") (:end . 165) (:start . 162)\n (:id . 69))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 168) (:start . 166)\n (:id . 70))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 170) (:start . 169)\n (:id . 71))\n ((:tag . "JJ") (:stem . "fine-grained") (:form . "fine-grained") (:end . 183)\n (:start . 171) (:id . 72))\n ((:tag . "NN") (:stem . "classification") (:form . "classification")\n (:end . 198) (:start . 184) (:id . 73))\n ((:tag . "VBD") (:stem . "cause") (:form . "caused") (:end . 205)\n (:start . 199) (:id . 74))\n ((:tag . "DT") (:stem . "some") (:form . "some") (:end . 210) (:start . 206)\n (:id . 75))\n ((:tag . "NNS") (:stem . "difficulty") (:form . "difficulties") (:end . 223)\n (:start . 211) (:id . 76))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 224) (:start . 223)\n (:id . 77)))@@@1@36@((:hcues ((:id . :x12.398.1) (:span 89 92)))\n (:hscopes ((:id . :x12.398.1) (:span 64 156)))\n (:identifiers (:sid . :s12.398) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504201@unknown@formal@none@1@S@This is possibly due to the differing levels of expertise of annotators within the gene regulation and expression domain, which may have resulted in varying levels of confidence in assigning more specific concepts.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "RB") (:stem . "possibly") (:form . "possibly") (:end . 16)\n (:start . 8) (:id . 44))\n ((:tag . "JJ") (:stem . "due") (:form . "due") (:end . 20) (:start . 17)\n (:id . 45))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 23) (:start . 21)\n (:id . 46))\n ((:tag . 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"varying") (:end . 156)\n (:start . 149) (:id . 67))\n ((:tag . "NNS") (:stem . "level") (:form . "levels") (:end . 163)\n (:start . 157) (:id . 68))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 166) (:start . 164)\n (:id . 69))\n ((:tag . "NN") (:stem . "confidence") (:form . "confidence") (:end . 177)\n (:start . 167) (:id . 70))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 180) (:start . 178)\n (:id . 71))\n ((:tag . "VBG") (:stem . "assign") (:form . "assigning") (:end . 190)\n (:start . 181) (:id . 72))\n ((:tag . "JJR") (:stem . "more") (:form . "more") (:end . 195) (:start . 191)\n (:id . 73))\n ((:tag . "JJ") (:stem . "specific") (:form . "specific") (:end . 204)\n (:start . 196) (:id . 74))\n ((:tag . "NNS") (:stem . "concept") (:form . "concepts") (:end . 213)\n (:start . 205) (:id . 75))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 214) (:start . 213)\n (:id . 76)))@@@1@35@((:hcues ((:id . :x12.399.1) (:span 128 131))\n ((:id . :x12.399.2) (:span 8 16)))\n (:hscopes ((:id . :x12.399.1) (:span 128 213))\n ((:id . :x12.399.2) (:span 8 213)))\n (:identifiers (:sid . :s12.399) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504202@unknown@formal@none@1@S@A solution for further phases of annotation would be to analyze the domain knowledge of annotators in greater detail and, where appropriate, provide extra training in the assignment of more specific categories.@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "solution") (:form . "solution") (:end . 10)\n (:start . 2) (:id . 43))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 14) (:start . 11)\n (:id . 44))\n ((:tag . "JJ") (:stem . "further") (:form . "further") (:end . 22)\n (:start . 15) (:id . 45))\n ((:tag . "NNS") (:stem . "phase") (:form . "phases") (:end . 29)\n (:start . 23) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 32) (:start . 30)\n (:id . 47))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 43)\n (:start . 33) (:id . 48))\n ((:tag . "MD") (:stem . "would") (:form . "would") (:end . 49) (:start . 44)\n (:id . 49))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 52) (:start . 50)\n (:id . 50))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 55) (:start . 53)\n (:id . 51))\n ((:tag . "VB") (:stem . "analyze") (:form . "analyze") (:end . 63)\n (:start . 56) (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 67) (:start . 64)\n (:id . 53))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 74)\n (:start . 68) (:id . 54))\n ((:tag . "NN") (:stem . "knowledge") (:form . "knowledge") (:end . 84)\n (:start . 75) (:id . 55))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 87) (:start . 85)\n (:id . 56))\n ((:tag . "NNS") (:stem . "annotator") (:form . "annotators") (:end . 98)\n (:start . 88) (:id . 57))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 101) (:start . 99)\n (:id . 58))\n ((:tag . "JJR") (:stem . "great") (:form . "greater") (:end . 109)\n (:start . 102) (:id . 59))\n ((:tag . "NN") (:stem . "detail") (:form . "detail") (:end . 116)\n (:start . 110) (:id . 60))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 120) (:start . 117)\n (:id . 61))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 121) (:start . 120)\n (:id . 62))\n ((:tag . "WRB") (:stem . "where") (:form . "where") (:end . 127)\n (:start . 122) (:id . 63))\n ((:tag . "JJ") (:stem . "appropriate") (:form . "appropriate") (:end . 139)\n (:start . 128) (:id . 64))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 140) (:start . 139)\n (:id . 65))\n ((:tag . "VBP") (:stem . "provide") (:form . "provide") (:end . 148)\n (:start . 141) (:id . 66))\n ((:tag . "JJ") (:stem . "extra") (:form . "extra") (:end . 154)\n (:start . 149) (:id . 67))\n ((:tag . "NN") (:stem . "training") (:form . "training") (:end . 163)\n (:start . 155) (:id . 68))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 166) (:start . 164)\n (:id . 69))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 170) (:start . 167)\n (:id . 70))\n ((:tag . "NN") (:stem . "assignment") (:form . "assignment") (:end . 181)\n (:start . 171) (:id . 71))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 184) (:start . 182)\n (:id . 72))\n ((:tag . "JJR") (:stem . "more") (:form . "more") (:end . 189) (:start . 185)\n (:id . 73))\n ((:tag . "JJ") (:stem . "specific") (:form . "specific") (:end . 198)\n (:start . 190) (:id . 74))\n ((:tag . "NNS") (:stem . "category") (:form . "categories") (:end . 209)\n (:start . 199) (:id . 75))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 210) (:start . 209)\n (:id . 76)))@@@1@35@((:hcues ((:id . :x12.400.1) (:span 44 49)))\n (:hscopes ((:id . :x12.400.1) (:span 44 209)))\n (:identifiers (:sid . :s12.400) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504203@unknown@formal@none@1@S@This may be combined with a re-evaluation and possible simplification of the concept hierarchies.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 8) (:start . 5)\n (:id . 43))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "VBN") (:stem . "combine") (:form . "combined") (:end . 20)\n (:start . 12) (:id . 45))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 25) (:start . 21)\n (:id . 46))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 27) (:start . 26)\n (:id . 47))\n ((:tag . "NN") (:stem . "re-evaluation") (:form . "re-evaluation")\n (:end . 41) (:start . 28) (:id . 48))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 45) (:start . 42)\n (:id . 49))\n ((:tag . "JJ") (:stem . "possible") (:form . "possible") (:end . 54)\n (:start . 46) (:id . 50))\n ((:tag . "NN") (:stem . "simplification") (:form . "simplification")\n (:end . 69) (:start . 55) (:id . 51))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 72) (:start . 70)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 76) (:start . 73)\n (:id . 53))\n ((:tag . "NN") (:stem . "concept") (:form . "concept") (:end . 84)\n (:start . 77) (:id . 54))\n ((:tag . "NNS") (:stem . "hierarchy") (:form . "hierarchies") (:end . 96)\n (:start . 85) (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 97) (:start . 96)\n (:id . 56)))@@@1@15@((:hcues ((:id . :x12.401.1) (:span 46 54)) ((:id . :x12.401.2) (:span 5 8)))\n (:hscopes ((:id . :x12.401.1) (:span 46 96))\n ((:id . :x12.401.2) (:span 0 96)))\n (:identifiers (:sid . :s12.401) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504204@unknown@formal@none@1@S@A further major direction of future work will be to apply our scheme to a greater range of biomedical texts that describe a wider range of event types.@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "further") (:form . "further") (:end . 9)\n (:start . 2) (:id . 43))\n ((:tag . "JJ") (:stem . "major") (:form . "major") (:end . 15) (:start . 10)\n (:id . 44))\n ((:tag . "NN") (:stem . "direction") (:form . "direction") (:end . 25)\n (:start . 16) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 28) (:start . 26)\n (:id . 46))\n ((:tag . "JJ") (:stem . "future") (:form . "future") (:end . 35)\n (:start . 29) (:id . 47))\n ((:tag . "NN") (:stem . "work") (:form . "work") (:end . 40) (:start . 36)\n (:id . 48))\n ((:tag . "MD") (:stem . "will") (:form . "will") (:end . 45) (:start . 41)\n (:id . 49))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 48) (:start . 46)\n (:id . 50))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 51) (:start . 49)\n (:id . 51))\n ((:tag . "VB") (:stem . "apply") (:form . "apply") (:end . 57) (:start . 52)\n (:id . 52))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 61) (:start . 58)\n (:id . 53))\n ((:tag . "NN") (:stem . "scheme") (:form . "scheme") (:end . 68)\n (:start . 62) (:id . 54))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 71) (:start . 69)\n (:id . 55))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 73) (:start . 72)\n (:id . 56))\n ((:tag . "JJR") (:stem . "great") (:form . "greater") (:end . 81)\n (:start . 74) (:id . 57))\n ((:tag . "NN") (:stem . "range") (:form . "range") (:end . 87) (:start . 82)\n (:id . 58))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 90) (:start . 88)\n (:id . 59))\n ((:tag . "JJ") (:stem . "biomedical") (:form . "biomedical") (:end . 101)\n (:start . 91) (:id . 60))\n ((:tag . "NNS") (:stem . "text") (:form . "texts") (:end . 107)\n (:start . 102) (:id . 61))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 112) (:start . 108)\n (:id . 62))\n ((:tag . "VBP") (:stem . "describe") (:form . "describe") (:end . 121)\n (:start . 113) (:id . 63))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 123) (:start . 122)\n (:id . 64))\n ((:tag . "JJR") (:stem . "wide") (:form . "wider") (:end . 129)\n (:start . 124) (:id . 65))\n ((:tag . "NN") (:stem . "range") (:form . "range") (:end . 135)\n (:start . 130) (:id . 66))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 138) (:start . 136)\n (:id . 67))\n ((:tag . "NN") (:stem . "event") (:form . "event") (:end . 144)\n (:start . 139) (:id . 68))\n ((:tag . "NNS") (:stem . "type") (:form . "types") (:end . 150)\n (:start . 145) (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 151) (:start . 150)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s12.402) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504205@unknown@formal@none@1@S@Whilst other event types may require the use of alternative biological concepts or ontologies, we would like to verify that our set of semantic roles is applicable to events in other areas of biomedicine.@(((:tag . "IN") (:stem . "whilst") (:form . "Whilst") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "other") (:form . "other") (:end . 12) (:start . 7)\n (:id . 43))\n ((:tag . "NN") (:stem . "event") (:form . "event") (:end . 18) (:start . 13)\n (:id . 44))\n ((:tag . "NNS") (:stem . "type") (:form . "types") (:end . 24) (:start . 19)\n (:id . 45))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 28) (:start . 25)\n (:id . 46))\n ((:tag . "VB") (:stem . "require") (:form . "require") (:end . 36)\n (:start . 29) (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 40) (:start . 37)\n (:id . 48))\n ((:tag . "NN") (:stem . "use") (:form . "use") (:end . 44) (:start . 41)\n (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 47) (:start . 45)\n (:id . 50))\n ((:tag . "JJ") (:stem . "alternative") (:form . "alternative") (:end . 59)\n (:start . 48) (:id . 51))\n ((:tag . "JJ") (:stem . "biological") (:form . "biological") (:end . 70)\n (:start . 60) (:id . 52))\n ((:tag . "NNS") (:stem . "concept") (:form . "concepts") (:end . 79)\n (:start . 71) (:id . 53))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 82) (:start . 80)\n (:id . 54))\n ((:tag . "NNS") (:stem . "ontology") (:form . "ontologies") (:end . 93)\n (:start . 83) (:id . 55))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 94) (:start . 93)\n (:id . 56))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 97) (:start . 95)\n (:id . 57))\n ((:tag . "MD") (:stem . "would") (:form . "would") (:end . 103) (:start . 98)\n (:id . 58))\n ((:tag . "VB") (:stem . "like") (:form . "like") (:end . 108) (:start . 104)\n (:id . 59))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 111) (:start . 109)\n (:id . 60))\n ((:tag . "VB") (:stem . "verify") (:form . "verify") (:end . 118)\n (:start . 112) (:id . 61))\n ((:tag . "DT") (:stem . "that") (:form . "that") (:end . 123) (:start . 119)\n (:id . 62))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 127) (:start . 124)\n (:id . 63))\n ((:tag . "NN") (:stem . "set") (:form . "set") (:end . 131) (:start . 128)\n (:id . 64))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 134) (:start . 132)\n (:id . 65))\n ((:tag . "JJ") (:stem . "semantic") (:form . "semantic") (:end . 143)\n (:start . 135) (:id . 66))\n ((:tag . "NNS") (:stem . "role") (:form . "roles") (:end . 149)\n (:start . 144) (:id . 67))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 152) (:start . 150)\n (:id . 68))\n ((:tag . "JJ") (:stem . "applicable") (:form . "applicable") (:end . 163)\n (:start . 153) (:id . 69))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 166) (:start . 164)\n (:id . 70))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 173)\n (:start . 167) (:id . 71))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 176) (:start . 174)\n (:id . 72))\n ((:tag . "JJ") (:stem . "other") (:form . "other") (:end . 182)\n (:start . 177) (:id . 73))\n ((:tag . "NNS") (:stem . "area") (:form . "areas") (:end . 188)\n (:start . 183) (:id . 74))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 191) (:start . 189)\n (:id . 75))\n ((:tag . "NN") (:stem . "biomedicine") (:form . "biomedicine") (:end . 203)\n (:start . 192) (:id . 76))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 204) (:start . 203)\n (:id . 77)))@@@1@36@((:hcues ((:id . :x12.403.1) (:span 25 28)))\n (:hscopes ((:id . :x12.403.1) (:span 25 93)))\n (:identifiers (:sid . :s12.403) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504206@unknown@formal@none@1@S@The texts we will consider will also include full texts, in which events may be expressed in different ways from abstracts, and may involve different (higher) numbers of arguments.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "text") (:form . "texts") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 12) (:start . 10)\n (:id . 44))\n ((:tag . "MD") (:stem . "will") (:form . "will") (:end . 17) (:start . 13)\n (:id . 45))\n ((:tag . "VB") (:stem . "consider") (:form . "consider") (:end . 26)\n (:start . 18) (:id . 46))\n ((:tag . "MD") (:stem . "will") (:form . "will") (:end . 31) (:start . 27)\n (:id . 47))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 36) (:start . 32)\n (:id . 48))\n ((:tag . "VB") (:stem . "include") (:form . "include") (:end . 44)\n (:start . 37) (:id . 49))\n ((:tag . "JJ") (:stem . "full") (:form . "full") (:end . 49) (:start . 45)\n (:id . 50))\n ((:tag . "NNS") (:stem . "text") (:form . "texts") (:end . 55) (:start . 50)\n (:id . 51))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 56) (:start . 55)\n (:id . 52))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 59) (:start . 57)\n (:id . 53))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 65) (:start . 60)\n (:id . 54))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 72)\n (:start . 66) (:id . 55))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 76) (:start . 73)\n (:id . 56))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 79) (:start . 77)\n (:id . 57))\n ((:tag . "VBN") (:stem . "express") (:form . "expressed") (:end . 89)\n (:start . 80) (:id . 58))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 92) (:start . 90)\n (:id . 59))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 102)\n (:start . 93) (:id . 60))\n ((:tag . "NNS") (:stem . "way") (:form . "ways") (:end . 107) (:start . 103)\n (:id . 61))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 112) (:start . 108)\n (:id . 62))\n ((:tag . "NNS") (:stem . "abstract") (:form . "abstracts") (:end . 122)\n (:start . 113) (:id . 63))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 123) (:start . 122)\n (:id . 64))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 127) (:start . 124)\n (:id . 65))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 131) (:start . 128)\n (:id . 66))\n ((:tag . "VB") (:stem . "involve") (:form . "involve") (:end . 139)\n (:start . 132) (:id . 67))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 149)\n (:start . 140) (:id . 68))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 151) (:start . 150)\n (:id . 69))\n ((:tag . "JJR") (:stem . "high") (:form . "higher") (:end . 157)\n (:start . 151) (:id . 70))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 158) (:start . 157)\n (:id . 71))\n ((:tag . "NNS") (:stem . "number") (:form . "numbers") (:end . 166)\n (:start . 159) (:id . 72))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 169) (:start . 167)\n (:id . 73))\n ((:tag . "NNS") (:stem . "argument") (:form . "arguments") (:end . 179)\n (:start . 170) (:id . 74))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 180) (:start . 179)\n (:id . 75)))@@@1@34@((:hcues ((:id . :x12.404.1) (:span 128 131))\n ((:id . :x12.404.2) (:span 73 76)))\n (:hscopes ((:id . :x12.404.1) (:span 128 179))\n ((:id . :x12.404.2) (:span 66 122)))\n (:identifiers (:sid . :s12.404) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504207@unknown@formal@none@1@S@Finally, we wish to ensure that others can use and evaluate the GREC as simply as possible.@(((:tag . "RB") (:stem . "finally") (:form . "Finally") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "VBP") (:stem . "wish") (:form . "wish") (:end . 16) (:start . 12)\n (:id . 45))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 19) (:start . 17)\n (:id . 46))\n ((:tag . "VB") (:stem . "ensure") (:form . "ensure") (:end . 26)\n (:start . 20) (:id . 47))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 31) (:start . 27)\n (:id . 48))\n ((:tag . "NNS") (:stem . "other") (:form . "others") (:end . 38)\n (:start . 32) (:id . 49))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 42) (:start . 39)\n (:id . 50))\n ((:tag . "VB") (:stem . "use") (:form . "use") (:end . 46) (:start . 43)\n (:id . 51))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 50) (:start . 47)\n (:id . 52))\n ((:tag . "VB") (:stem . "evaluate") (:form . "evaluate") (:end . 59)\n (:start . 51) (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 63) (:start . 60)\n (:id . 54))\n ((:tag . "NNP") (:stem . "GREC") (:form . "GREC") (:end . 68) (:start . 64)\n (:id . 55))\n ((:tag . "RB") (:stem . "as") (:form . "as") (:end . 71) (:start . 69)\n (:id . 56))\n ((:tag . "RB") (:stem . "simply") (:form . "simply") (:end . 78)\n (:start . 72) (:id . 57))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 81) (:start . 79)\n (:id . 58))\n ((:tag . "JJ") (:stem . "possible") (:form . "possible") (:end . 90)\n (:start . 82) (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 91) (:start . 90)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s12.405) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504208@unknown@formal@none@1@S@Our future plan includes facilitating this in two different ways:@(((:tag . "PRP$") (:stem . "our") (:form . "Our") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "future") (:form . "future") (:end . 10) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "plan") (:form . "plan") (:end . 15) (:start . 11)\n (:id . 44))\n ((:tag . "VBZ") (:stem . "include") (:form . "includes") (:end . 24)\n (:start . 16) (:id . 45))\n ((:tag . "VBG") (:stem . "facilitate") (:form . "facilitating") (:end . 37)\n (:start . 25) (:id . 46))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 42) (:start . 38)\n (:id . 47))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 45) (:start . 43)\n (:id . 48))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 49) (:start . 46)\n (:id . 49))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 59)\n (:start . 50) (:id . 50))\n ((:tag . "NNS") (:stem . "way") (:form . "ways") (:end . 64) (:start . 60)\n (:id . 51))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 65) (:start . 64)\n (:id . 52)))@@@1@11@((:identifiers (:sid . :s12.406) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504209@unknown@formal@none@1@S@Firstly, in response to the current diversity of corpus annotation formats and the problems this causes in their comparative evaluation [63], a shared format has been created for resources for biomedical relation extraction [15], together with a standard for the evaluation of relation extraction methods using this data [64].@(((:tag . "RB") (:stem . "firstly") (:form . "Firstly") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "NN") (:stem . "response") (:form . "response") (:end . 20)\n (:start . 12) (:id . 45))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 23) (:start . 21)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 27) (:start . 24)\n (:id . 47))\n ((:tag . "JJ") (:stem . "current") (:form . "current") (:end . 35)\n (:start . 28) (:id . 48))\n ((:tag . "NN") (:stem . "diversity") (:form . "diversity") (:end . 45)\n (:start . 36) (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 48) (:start . 46)\n (:id . 50))\n ((:tag . "NN") (:stem . "corpus") (:form . "corpus") (:end . 55)\n (:start . 49) (:id . 51))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 66)\n (:start . 56) (:id . 52))\n ((:tag . "NNS") (:stem . "format") (:form . "formats") (:end . 74)\n (:start . 67) (:id . 53))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 78) (:start . 75)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 82) (:start . 79)\n (:id . 55))\n ((:tag . "NNS") (:stem . "problem") (:form . "problems") (:end . 91)\n (:start . 83) (:id . 56))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 96) (:start . 92)\n (:id . 57))\n ((:tag . "VBZ") (:stem . "cause") (:form . "causes") (:end . 103)\n (:start . 97) (:id . 58))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 106) (:start . 104)\n (:id . 59))\n ((:tag . "PRP$") (:stem . "their") (:form . "their") (:end . 112)\n (:start . 107) (:id . 60))\n ((:tag . "JJ") (:stem . "comparative") (:form . "comparative") (:end . 124)\n (:start . 113) (:id . 61))\n ((:tag . "NN") (:stem . "evaluation") (:form . "evaluation") (:end . 135)\n (:start . 125) (:id . 62))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 137) (:start . 136)\n (:id . 63))\n ((:tag . "CD") (:stem . "63") (:form . "63") (:end . 139) (:start . 137)\n (:id . 64))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 140) (:start . 139)\n (:id . 65))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 141) (:start . 140)\n (:id . 66))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 143) (:start . 142)\n (:id . 67))\n ((:tag . "JJ") (:stem . "shared") (:form . "shared") (:end . 150)\n (:start . 144) (:id . 68))\n ((:tag . "NN") (:stem . "format") (:form . "format") (:end . 157)\n (:start . 151) (:id . 69))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 161) (:start . 158)\n (:id . 70))\n ((:tag . "VBN") (:stem . "be") (:form . "been") (:end . 166) (:start . 162)\n (:id . 71))\n ((:tag . "VBN") (:stem . "create") (:form . "created") (:end . 174)\n (:start . 167) (:id . 72))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 178) (:start . 175)\n (:id . 73))\n ((:tag . "NNS") (:stem . "resource") (:form . "resources") (:end . 188)\n (:start . 179) (:id . 74))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 192) (:start . 189)\n (:id . 75))\n ((:tag . "JJ") (:stem . "biomedical") (:form . "biomedical") (:end . 203)\n (:start . 193) (:id . 76))\n ((:tag . "NN") (:stem . "relation") (:form . "relation") (:end . 212)\n (:start . 204) (:id . 77))\n ((:tag . "NN") (:stem . "extraction") (:form . "extraction") (:end . 223)\n (:start . 213) (:id . 78))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 225) (:start . 224)\n (:id . 79))\n ((:tag . "CD") (:stem . "15") (:form . "15") (:end . 227) (:start . 225)\n (:id . 80))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 228) (:start . 227)\n (:id . 81))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 229) (:start . 228)\n (:id . 82))\n ((:tag . "RB") (:stem . "together") (:form . "together") (:end . 238)\n (:start . 230) (:id . 83))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 243) (:start . 239)\n (:id . 84))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 245) (:start . 244)\n (:id . 85))\n ((:tag . "NN") (:stem . "standard") (:form . "standard") (:end . 254)\n (:start . 246) (:id . 86))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 258) (:start . 255)\n (:id . 87))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 262) (:start . 259)\n (:id . 88))\n ((:tag . "NN") (:stem . "evaluation") (:form . "evaluation") (:end . 273)\n (:start . 263) (:id . 89))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 276) (:start . 274)\n (:id . 90))\n ((:tag . "NN") (:stem . "relation") (:form . "relation") (:end . 285)\n (:start . 277) (:id . 91))\n ((:tag . "NN") (:stem . "extraction") (:form . "extraction") (:end . 296)\n (:start . 286) (:id . 92))\n ((:tag . "NNS") (:stem . "method") (:form . "methods") (:end . 304)\n (:start . 297) (:id . 93))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 310) (:start . 305)\n (:id . 94))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 315) (:start . 311)\n (:id . 95))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 320)\n (:start . 316) (:id . 96))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 322) (:start . 321)\n (:id . 97))\n ((:tag . "CD") (:stem . "64") (:form . "64") (:end . 324) (:start . 322)\n (:id . 98))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 325) (:start . 324)\n (:id . 99))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 326) (:start . 325)\n (:id . 100)))@@@1@59@((:identifiers (:sid . :s12.407) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504210@unknown@formal@none@1@S@We plan to convert our own corpus to this format, which has already been carried out for several biomedical corpora, e.g., [13,16,21,23].@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "plan") (:form . "plan") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 10) (:start . 8)\n (:id . 44))\n ((:tag . "VB") (:stem . "convert") (:form . "convert") (:end . 18)\n (:start . 11) (:id . 45))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 22) (:start . 19)\n (:id . 46))\n ((:tag . "JJ") (:stem . "own") (:form . "own") (:end . 26) (:start . 23)\n (:id . 47))\n ((:tag . "NN") (:stem . "corpus") (:form . "corpus") (:end . 33)\n (:start . 27) (:id . 48))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 36) (:start . 34)\n (:id . 49))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 41) (:start . 37)\n (:id . 50))\n ((:tag . "NN") (:stem . "format") (:form . "format") (:end . 48)\n (:start . 42) (:id . 51))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 49) (:start . 48)\n (:id . 52))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 55) (:start . 50)\n (:id . 53))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 59) (:start . 56)\n (:id . 54))\n ((:tag . "RB") (:stem . "already") (:form . "already") (:end . 67)\n (:start . 60) (:id . 55))\n ((:tag . "VBN") (:stem . "be") (:form . "been") (:end . 72) (:start . 68)\n (:id . 56))\n ((:tag . "VBN") (:stem . "carry") (:form . "carried") (:end . 80)\n (:start . 73) (:id . 57))\n ((:tag . "RP") (:stem . "out") (:form . "out") (:end . 84) (:start . 81)\n (:id . 58))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 88) (:start . 85)\n (:id . 59))\n ((:tag . "JJ") (:stem . "several") (:form . "several") (:end . 96)\n (:start . 89) (:id . 60))\n ((:tag . "JJ") (:stem . "biomedical") (:form . "biomedical") (:end . 107)\n (:start . 97) (:id . 61))\n ((:tag . "NN") (:stem . "corpora") (:form . "corpora") (:end . 115)\n (:start . 108) (:id . 62))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 116) (:start . 115)\n (:id . 63))\n ((:tag . "FW") (:stem . "e.g.") (:form . "e.g.") (:end . 121) (:start . 117)\n (:id . 64))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 122) (:start . 121)\n (:id . 65))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 124) (:start . 123)\n (:id . 66))\n ((:tag . "CD") (:stem . "13,16,21,23") (:form . "13,16,21,23") (:end . 135)\n (:start . 124) (:id . 67))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 136) (:start . 135)\n (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 137) (:start . 136)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s12.408) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504211@unknown@formal@none@1@S@Secondly, we plan to develop a corpus reader which will allow the GREC to be made available within the U-Compare system [65](http://u-compare.org).@(((:tag . "RB") (:stem . "secondly") (:form . "Secondly") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 9) (:start . 8) (:id . 43))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 12) (:start . 10)\n (:id . 44))\n ((:tag . "VBP") (:stem . "plan") (:form . "plan") (:end . 17) (:start . 13)\n (:id . 45))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 20) (:start . 18)\n (:id . 46))\n ((:tag . "VB") (:stem . "develop") (:form . "develop") (:end . 28)\n (:start . 21) (:id . 47))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 30) (:start . 29)\n (:id . 48))\n ((:tag . "NN") (:stem . "corpus") (:form . "corpus") (:end . 37)\n (:start . 31) (:id . 49))\n ((:tag . "NN") (:stem . "reader") (:form . "reader") (:end . 44)\n (:start . 38) (:id . 50))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 50) (:start . 45)\n (:id . 51))\n ((:tag . "MD") (:stem . "will") (:form . "will") (:end . 55) (:start . 51)\n (:id . 52))\n ((:tag . "VB") (:stem . "allow") (:form . "allow") (:end . 61) (:start . 56)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 65) (:start . 62)\n (:id . 54))\n ((:tag . "NNP") (:stem . "GREC") (:form . "GREC") (:end . 70) (:start . 66)\n (:id . 55))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 73) (:start . 71)\n (:id . 56))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 76) (:start . 74)\n (:id . 57))\n ((:tag . "VBN") (:stem . "make") (:form . "made") (:end . 81) (:start . 77)\n (:id . 58))\n ((:tag . "JJ") (:stem . "available") (:form . "available") (:end . 91)\n (:start . 82) (:id . 59))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 98)\n (:start . 92) (:id . 60))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 102) (:start . 99)\n (:id . 61))\n ((:tag . "NN") (:stem . "u-compare") (:form . "U-Compare") (:end . 112)\n (:start . 103) (:id . 62))\n ((:tag . "NN") (:stem . "system") (:form . "system") (:end . 119)\n (:start . 113) (:id . 63))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 121) (:start . 120)\n (:id . 64))\n ((:tag . "NN") (:stem . "65](http://u-compare.org)")\n (:form . "65](http://u-compare.org)") (:end . 146) (:start . 121)\n (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 147) (:start . 146)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s12.409) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504212@unknown@formal@none@1@S@This is an integrated text mining/natural language processing system based on the UIMA Framework [66], which provides access to a large collection of ready-to-use interoperable natural language processing components.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 10) (:start . 8)\n (:id . 44))\n ((:tag . "VBN") (:stem . "integrate") (:form . "integrated") (:end . 21)\n (:start . 11) (:id . 45))\n ((:tag . "NN") (:stem . "text") (:form . "text") (:end . 26) (:start . 22)\n (:id . 46))\n ((:tag . "JJ") (:stem . "mining/natural") (:form . "mining/natural")\n (:end . 41) (:start . 27) (:id . 47))\n ((:tag . "NN") (:stem . "language") (:form . "language") (:end . 50)\n (:start . 42) (:id . 48))\n ((:tag . "NN") (:stem . "processing") (:form . "processing") (:end . 61)\n (:start . 51) (:id . 49))\n ((:tag . "NN") (:stem . "system") (:form . "system") (:end . 68)\n (:start . 62) (:id . 50))\n ((:tag . "VBN") (:stem . "base") (:form . "based") (:end . 74) (:start . 69)\n (:id . 51))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 77) (:start . 75)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 81) (:start . 78)\n (:id . 53))\n ((:tag . "NNP") (:stem . "UIMA") (:form . "UIMA") (:end . 86) (:start . 82)\n (:id . 54))\n ((:tag . "NNP") (:stem . "Framework") (:form . "Framework") (:end . 96)\n (:start . 87) (:id . 55))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 98) (:start . 97)\n (:id . 56))\n ((:tag . "CD") (:stem . "66") (:form . "66") (:end . 100) (:start . 98)\n (:id . 57))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 101) (:start . 100)\n (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 102) (:start . 101)\n (:id . 59))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 108)\n (:start . 103) (:id . 60))\n ((:tag . "VBZ") (:stem . "provide") (:form . "provides") (:end . 117)\n (:start . 109) (:id . 61))\n ((:tag . "NN") (:stem . "access") (:form . "access") (:end . 124)\n (:start . 118) (:id . 62))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 127) (:start . 125)\n (:id . 63))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 129) (:start . 128)\n (:id . 64))\n ((:tag . "JJ") (:stem . "large") (:form . "large") (:end . 135)\n (:start . 130) (:id . 65))\n ((:tag . "NN") (:stem . "collection") (:form . "collection") (:end . 146)\n (:start . 136) (:id . 66))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 149) (:start . 147)\n (:id . 67))\n ((:tag . "JJ") (:stem . "ready-to-use") (:form . "ready-to-use") (:end . 162)\n (:start . 150) (:id . 68))\n ((:tag . "JJ") (:stem . "interoperable") (:form . "interoperable")\n (:end . 176) (:start . 163) (:id . 69))\n ((:tag . "JJ") (:stem . "natural") (:form . "natural") (:end . 184)\n (:start . 177) (:id . 70))\n ((:tag . "NN") (:stem . "language") (:form . "language") (:end . 193)\n (:start . 185) (:id . 71))\n ((:tag . "NN") (:stem . "processing") (:form . "processing") (:end . 204)\n (:start . 194) (:id . 72))\n ((:tag . "NNS") (:stem . "component") (:form . "components") (:end . 215)\n (:start . 205) (:id . 73))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 216) (:start . 215)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s12.410) (:did . :pmc2774701) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504213@unknown@formal@none@1@S@A structure filter for the Eukaryotic Linear Motif Resource@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 11)\n (:start . 2) (:id . 43))\n ((:tag . "NN") (:stem . "filter") (:form . "filter") (:end . 18)\n (:start . 12) (:id . 44))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 22) (:start . 19)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 26) (:start . 23)\n (:id . 46))\n ((:tag . "NNP") (:stem . "Eukaryotic") (:form . "Eukaryotic") (:end . 37)\n (:start . 27) (:id . 47))\n ((:tag . "NNP") (:stem . "Linear") (:form . "Linear") (:end . 44)\n (:start . 38) (:id . 48))\n ((:tag . "NNP") (:stem . "Motif") (:form . "Motif") (:end . 50) (:start . 45)\n (:id . 49))\n ((:tag . "NNP") (:stem . "Resource") (:form . "Resource") (:end . 59)\n (:start . 51) (:id . 50)))@@@1@9@((:identifiers (:sid . :s13.1) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Title|)))@oe@9-2-2011 5504214@unknown@formal@none@1@S@Abstract@(((:tag . "NN") (:stem . "abstract") (:form . "Abstract") (:end . 8)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s13.2) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5504215@unknown@formal@none@1@S@Background@(((:tag . "NN") (:stem . "background") (:form . "Background") (:end . 10)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s13.3) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504216@unknown@formal@none@1@S@Many proteins are highly modular, being assembled from globular domains and segments of natively disordered polypeptides.@(((:tag . "JJ") (:stem . "many") (:form . "Many") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 13)\n (:start . 5) (:id . 43))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 17) (:start . 14)\n (:id . 44))\n ((:tag . "RB") (:stem . "highly") (:form . "highly") (:end . 24)\n (:start . 18) (:id . 45))\n ((:tag . "JJ") (:stem . "modular") (:form . "modular") (:end . 32)\n (:start . 25) (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 33) (:start . 32)\n (:id . 47))\n ((:tag . "VBG") (:stem . "be") (:form . "being") (:end . 39) (:start . 34)\n (:id . 48))\n ((:tag . "VBN") (:stem . "assemble") (:form . "assembled") (:end . 49)\n (:start . 40) (:id . 49))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 54) (:start . 50)\n (:id . 50))\n ((:tag . "JJ") (:stem . "globular") (:form . "globular") (:end . 63)\n (:start . 55) (:id . 51))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 71)\n (:start . 64) (:id . 52))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 75) (:start . 72)\n (:id . 53))\n ((:tag . "NNS") (:stem . "segment") (:form . "segments") (:end . 84)\n (:start . 76) (:id . 54))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 87) (:start . 85)\n (:id . 55))\n ((:tag . "RB") (:stem . "natively") (:form . "natively") (:end . 96)\n (:start . 88) (:id . 56))\n ((:tag . "VBN") (:stem . "disorder") (:form . "disordered") (:end . 107)\n (:start . 97) (:id . 57))\n ((:tag . "NNS") (:stem . "polypeptide") (:form . "polypeptides") (:end . 120)\n (:start . 108) (:id . 58))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 121) (:start . 120)\n (:id . 59)))@@@1@18@((:identifiers (:sid . :s13.4) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504217@unknown@formal@none@1@S@Linear motifs, short sequence modules functioning independently of protein tertiary structure, are most abundant in natively disordered polypeptides but are also found in accessible parts of globular domains, such as exposed loops.@(((:tag . "JJ") (:stem . "linear") (:form . "Linear") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 13) (:start . 7)\n (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 14) (:start . 13)\n (:id . 44))\n ((:tag . "JJ") (:stem . "short") (:form . "short") (:end . 20) (:start . 15)\n (:id . 45))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 29)\n (:start . 21) (:id . 46))\n ((:tag . "NNS") (:stem . "module") (:form . "modules") (:end . 37)\n (:start . 30) (:id . 47))\n ((:tag . "VBG") (:stem . "function") (:form . "functioning") (:end . 49)\n (:start . 38) (:id . 48))\n ((:tag . "RB") (:stem . "independently") (:form . "independently")\n (:end . 63) (:start . 50) (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 66) (:start . 64)\n (:id . 50))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 74)\n (:start . 67) (:id . 51))\n ((:tag . "NN") (:stem . "tertiary") (:form . "tertiary") (:end . 83)\n (:start . 75) (:id . 52))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 93)\n (:start . 84) (:id . 53))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 94) (:start . 93)\n (:id . 54))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 98) (:start . 95)\n (:id . 55))\n ((:tag . "RBS") (:stem . "most") (:form . "most") (:end . 103) (:start . 99)\n (:id . 56))\n ((:tag . "JJ") (:stem . "abundant") (:form . "abundant") (:end . 112)\n (:start . 104) (:id . 57))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 115) (:start . 113)\n (:id . 58))\n ((:tag . "RB") (:stem . "natively") (:form . "natively") (:end . 124)\n (:start . 116) (:id . 59))\n ((:tag . "VBN") (:stem . "disorder") (:form . "disordered") (:end . 135)\n (:start . 125) (:id . 60))\n ((:tag . "NNS") (:stem . "polypeptide") (:form . "polypeptides") (:end . 148)\n (:start . 136) (:id . 61))\n ((:tag . "CC") (:stem . "but") (:form . "but") (:end . 152) (:start . 149)\n (:id . 62))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 156) (:start . 153)\n (:id . 63))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 161) (:start . 157)\n (:id . 64))\n ((:tag . "VBN") (:stem . "find") (:form . "found") (:end . 167)\n (:start . 162) (:id . 65))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 170) (:start . 168)\n (:id . 66))\n ((:tag . "JJ") (:stem . "accessible") (:form . "accessible") (:end . 181)\n (:start . 171) (:id . 67))\n ((:tag . "NNS") (:stem . "part") (:form . "parts") (:end . 187)\n (:start . 182) (:id . 68))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 190) (:start . 188)\n (:id . 69))\n ((:tag . "JJ") (:stem . "globular") (:form . "globular") (:end . 199)\n (:start . 191) (:id . 70))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 207)\n (:start . 200) (:id . 71))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 208) (:start . 207)\n (:id . 72))\n ((:tag . "JJ") (:stem . "such") (:form . "such") (:end . 213) (:start . 209)\n (:id . 73))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 216) (:start . 214)\n (:id . 74))\n ((:tag . "VBN") (:stem . "expose") (:form . "exposed") (:end . 224)\n (:start . 217) (:id . 75))\n ((:tag . "NNS") (:stem . "loop") (:form . "loops") (:end . 230)\n (:start . 225) (:id . 76))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 231) (:start . 230)\n (:id . 77)))@@@1@36@((:identifiers (:sid . :s13.5) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504218@unknown@formal@none@1@S@The prediction of novel occurrences of known linear motifs attempts the difficult task of distinguishing functional matches from stochastically occurring non-functional matches.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "prediction") (:form . "prediction") (:end . 14)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 17) (:start . 15)\n (:id . 44))\n ((:tag . "JJ") (:stem . "novel") (:form . "novel") (:end . 23) (:start . 18)\n (:id . 45))\n ((:tag . "NNS") (:stem . "occurrence") (:form . "occurrences") (:end . 35)\n (:start . 24) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 38) (:start . 36)\n (:id . 47))\n ((:tag . "JJ") (:stem . "known") (:form . "known") (:end . 44) (:start . 39)\n (:id . 48))\n ((:tag . "JJ") (:stem . "linear") (:form . "linear") (:end . 51)\n (:start . 45) (:id . 49))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 58)\n (:start . 52) (:id . 50))\n ((:tag . "VBZ") (:stem . "attempt") (:form . "attempts") (:end . 67)\n (:start . 59) (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 71) (:start . 68)\n (:id . 52))\n ((:tag . "JJ") (:stem . "difficult") (:form . "difficult") (:end . 81)\n (:start . 72) (:id . 53))\n ((:tag . "NN") (:stem . "task") (:form . "task") (:end . 86) (:start . 82)\n (:id . 54))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 89) (:start . 87)\n (:id . 55))\n ((:tag . "VBG") (:stem . "distinguish") (:form . "distinguishing")\n (:end . 104) (:start . 90) (:id . 56))\n ((:tag . "JJ") (:stem . "functional") (:form . "functional") (:end . 115)\n (:start . 105) (:id . 57))\n ((:tag . "NNS") (:stem . "match") (:form . "matches") (:end . 123)\n (:start . 116) (:id . 58))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 128) (:start . 124)\n (:id . 59))\n ((:tag . "RB") (:stem . "stochastically") (:form . "stochastically")\n (:end . 143) (:start . 129) (:id . 60))\n ((:tag . "VBG") (:stem . "occur") (:form . "occurring") (:end . 153)\n (:start . 144) (:id . 61))\n ((:tag . "JJ") (:stem . "non-functional") (:form . "non-functional")\n (:end . 168) (:start . 154) (:id . 62))\n ((:tag . "NNS") (:stem . "match") (:form . "matches") (:end . 176)\n (:start . 169) (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 177) (:start . 176)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s13.6) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504219@unknown@formal@none@1@S@Although functionality can only be confirmed experimentally, confidence in a putative motif is increased if a motif exhibits attributes associated with functional instances such as occurrence in the correct taxonomic range, cellular compartment, conservation in homologues and accessibility to interacting partners.@(((:tag . "IN") (:stem . "although") (:form . "Although") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "functionality") (:form . "functionality")\n (:end . 22) (:start . 9) (:id . 43))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 26) (:start . 23)\n (:id . 44))\n ((:tag . "RB") (:stem . "only") (:form . "only") (:end . 31) (:start . 27)\n (:id . 45))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 34) (:start . 32)\n (:id . 46))\n ((:tag . "VBN") (:stem . "confirm") (:form . "confirmed") (:end . 44)\n (:start . 35) (:id . 47))\n ((:tag . "RB") (:stem . "experimentally") (:form . "experimentally")\n (:end . 59) (:start . 45) (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 60) (:start . 59)\n (:id . 49))\n ((:tag . "NN") (:stem . "confidence") (:form . "confidence") (:end . 71)\n (:start . 61) (:id . 50))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 74) (:start . 72)\n (:id . 51))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 76) (:start . 75)\n (:id . 52))\n ((:tag . "JJ") (:stem . "putative") (:form . "putative") (:end . 85)\n (:start . 77) (:id . 53))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 91) (:start . 86)\n (:id . 54))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 94) (:start . 92)\n (:id . 55))\n ((:tag . "VBN") (:stem . "increase") (:form . "increased") (:end . 104)\n (:start . 95) (:id . 56))\n ((:tag . "IN") (:stem . "if") (:form . "if") (:end . 107) (:start . 105)\n (:id . 57))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 109) (:start . 108)\n (:id . 58))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 115)\n (:start . 110) (:id . 59))\n ((:tag . "VBZ") (:stem . "exhibit") (:form . "exhibits") (:end . 124)\n (:start . 116) (:id . 60))\n ((:tag . "NNS") (:stem . "attribute") (:form . "attributes") (:end . 135)\n (:start . 125) (:id . 61))\n ((:tag . "VBN") (:stem . "associate") (:form . "associated") (:end . 146)\n (:start . 136) (:id . 62))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 151) (:start . 147)\n (:id . 63))\n ((:tag . "JJ") (:stem . "functional") (:form . "functional") (:end . 162)\n (:start . 152) (:id . 64))\n ((:tag . "NNS") (:stem . "instance") (:form . "instances") (:end . 172)\n (:start . 163) (:id . 65))\n ((:tag . "JJ") (:stem . "such") (:form . "such") (:end . 177) (:start . 173)\n (:id . 66))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 180) (:start . 178)\n (:id . 67))\n ((:tag . "NN") (:stem . "occurrence") (:form . "occurrence") (:end . 191)\n (:start . 181) (:id . 68))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 194) (:start . 192)\n (:id . 69))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 198) (:start . 195)\n (:id . 70))\n ((:tag . "JJ") (:stem . "correct") (:form . "correct") (:end . 206)\n (:start . 199) (:id . 71))\n ((:tag . "JJ") (:stem . "taxonomic") (:form . "taxonomic") (:end . 216)\n (:start . 207) (:id . 72))\n ((:tag . "NN") (:stem . "range") (:form . "range") (:end . 222)\n (:start . 217) (:id . 73))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 223) (:start . 222)\n (:id . 74))\n ((:tag . "JJ") (:stem . "cellular") (:form . "cellular") (:end . 232)\n (:start . 224) (:id . 75))\n ((:tag . "NN") (:stem . "compartment") (:form . "compartment") (:end . 244)\n (:start . 233) (:id . 76))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 245) (:start . 244)\n (:id . 77))\n ((:tag . "NN") (:stem . "conservation") (:form . "conservation") (:end . 258)\n (:start . 246) (:id . 78))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 261) (:start . 259)\n (:id . 79))\n ((:tag . "NNS") (:stem . "homologue") (:form . "homologues") (:end . 272)\n (:start . 262) (:id . 80))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 276) (:start . 273)\n (:id . 81))\n ((:tag . "NN") (:stem . "accessibility") (:form . "accessibility")\n (:end . 290) (:start . 277) (:id . 82))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 293) (:start . 291)\n (:id . 83))\n ((:tag . "VBG") (:stem . "interact") (:form . "interacting") (:end . 305)\n (:start . 294) (:id . 84))\n ((:tag . "NNS") (:stem . "partner") (:form . "partners") (:end . 314)\n (:start . 306) (:id . 85))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 315) (:start . 314)\n (:id . 86)))@@@1@45@((:identifiers (:sid . :s13.7) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504220@unknown@formal@none@1@S@Several tools now use these attributes to classify putative motifs based on confidence of functionality.@(((:tag . "JJ") (:stem . "several") (:form . "Several") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "tool") (:form . "tools") (:end . 13) (:start . 8)\n (:id . 43))\n ((:tag . "RB") (:stem . "now") (:form . "now") (:end . 17) (:start . 14)\n (:id . 44))\n ((:tag . "VBP") (:stem . "use") (:form . "use") (:end . 21) (:start . 18)\n (:id . 45))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 27) (:start . 22)\n (:id . 46))\n ((:tag . "NNS") (:stem . "attribute") (:form . "attributes") (:end . 38)\n (:start . 28) (:id . 47))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 41) (:start . 39)\n (:id . 48))\n ((:tag . "VB") (:stem . "classify") (:form . "classify") (:end . 50)\n (:start . 42) (:id . 49))\n ((:tag . "JJ") (:stem . "putative") (:form . "putative") (:end . 59)\n (:start . 51) (:id . 50))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 66)\n (:start . 60) (:id . 51))\n ((:tag . "VBN") (:stem . "base") (:form . "based") (:end . 72) (:start . 67)\n (:id . 52))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 75) (:start . 73)\n (:id . 53))\n ((:tag . "NN") (:stem . "confidence") (:form . "confidence") (:end . 86)\n (:start . 76) (:id . 54))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 89) (:start . 87)\n (:id . 55))\n ((:tag . "NN") (:stem . "functionality") (:form . "functionality")\n (:end . 103) (:start . 90) (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 104) (:start . 103)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s13.8) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504221@unknown@formal@none@1@S@Results@(((:tag . "NNS") (:stem . "result") (:form . "Results") (:end . 7)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s13.9) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504222@unknown@formal@none@1@S@Current methods assessing motif accessibility do not consider much of the information available, either predicting accessibility from primary sequence or regarding any motif occurring in a globular region as low confidence.@(((:tag . "JJ") (:stem . "current") (:form . "Current") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "method") (:form . "methods") (:end . 15)\n (:start . 8) (:id . 43))\n ((:tag . "VBG") (:stem . "assess") (:form . "assessing") (:end . 25)\n (:start . 16) (:id . 44))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 31) (:start . 26)\n (:id . 45))\n ((:tag . "NN") (:stem . "accessibility") (:form . "accessibility")\n (:end . 45) (:start . 32) (:id . 46))\n ((:tag . "VBP") (:stem . "do") (:form . "do") (:end . 48) (:start . 46)\n (:id . 47))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 52) (:start . 49)\n (:id . 48))\n ((:tag . "VB") (:stem . "consider") (:form . "consider") (:end . 61)\n (:start . 53) (:id . 49))\n ((:tag . "JJ") (:stem . "much") (:form . "much") (:end . 66) (:start . 62)\n (:id . 50))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 69) (:start . 67)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 73) (:start . 70)\n (:id . 52))\n ((:tag . "NN") (:stem . "information") (:form . "information") (:end . 85)\n (:start . 74) (:id . 53))\n ((:tag . "JJ") (:stem . "available") (:form . "available") (:end . 95)\n (:start . 86) (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 96) (:start . 95)\n (:id . 55))\n ((:tag . "CC") (:stem . "either") (:form . "either") (:end . 103)\n (:start . 97) (:id . 56))\n ((:tag . "VBG") (:stem . "predict") (:form . "predicting") (:end . 114)\n (:start . 104) (:id . 57))\n ((:tag . "NN") (:stem . "accessibility") (:form . "accessibility")\n (:end . 128) (:start . 115) (:id . 58))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 133) (:start . 129)\n (:id . 59))\n ((:tag . "JJ") (:stem . "primary") (:form . "primary") (:end . 141)\n (:start . 134) (:id . 60))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 150)\n (:start . 142) (:id . 61))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 153) (:start . 151)\n (:id . 62))\n ((:tag . "VBG") (:stem . "regard") (:form . "regarding") (:end . 163)\n (:start . 154) (:id . 63))\n ((:tag . "DT") (:stem . "any") (:form . "any") (:end . 167) (:start . 164)\n (:id . 64))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 173)\n (:start . 168) (:id . 65))\n ((:tag . "VBG") (:stem . "occur") (:form . "occurring") (:end . 183)\n (:start . 174) (:id . 66))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 186) (:start . 184)\n (:id . 67))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 188) (:start . 187)\n (:id . 68))\n ((:tag . "JJ") (:stem . "globular") (:form . "globular") (:end . 197)\n (:start . 189) (:id . 69))\n ((:tag . "NN") (:stem . "region") (:form . "region") (:end . 204)\n (:start . 198) (:id . 70))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 207) (:start . 205)\n (:id . 71))\n ((:tag . "JJ") (:stem . "low") (:form . "low") (:end . 211) (:start . 208)\n (:id . 72))\n ((:tag . "NN") (:stem . "confidence") (:form . "confidence") (:end . 222)\n (:start . 212) (:id . 73))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 223) (:start . 222)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s13.10) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504223@unknown@formal@none@1@S@We present a method considering accessibility and secondary structural context derived from experimentally solved protein structures to rectify this situation.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "present") (:form . "present") (:end . 10)\n (:start . 3) (:id . 43))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 12) (:start . 11)\n (:id . 44))\n ((:tag . "NN") (:stem . "method") (:form . "method") (:end . 19)\n (:start . 13) (:id . 45))\n ((:tag . "VBG") (:stem . "consider") (:form . "considering") (:end . 31)\n (:start . 20) (:id . 46))\n ((:tag . "NN") (:stem . "accessibility") (:form . "accessibility")\n (:end . 45) (:start . 32) (:id . 47))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 49) (:start . 46)\n (:id . 48))\n ((:tag . "JJ") (:stem . "secondary") (:form . "secondary") (:end . 59)\n (:start . 50) (:id . 49))\n ((:tag . "JJ") (:stem . "structural") (:form . "structural") (:end . 70)\n (:start . 60) (:id . 50))\n ((:tag . "NN") (:stem . "context") (:form . "context") (:end . 78)\n (:start . 71) (:id . 51))\n ((:tag . "VBN") (:stem . "derive") (:form . "derived") (:end . 86)\n (:start . 79) (:id . 52))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 91) (:start . 87)\n (:id . 53))\n ((:tag . "RB") (:stem . "experimentally") (:form . "experimentally")\n (:end . 106) (:start . 92) (:id . 54))\n ((:tag . "VBN") (:stem . "solve") (:form . "solved") (:end . 113)\n (:start . 107) (:id . 55))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 121)\n (:start . 114) (:id . 56))\n ((:tag . "NNS") (:stem . "structure") (:form . "structures") (:end . 132)\n (:start . 122) (:id . 57))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 135) (:start . 133)\n (:id . 58))\n ((:tag . "VB") (:stem . "rectify") (:form . "rectify") (:end . 143)\n (:start . 136) (:id . 59))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 148) (:start . 144)\n (:id . 60))\n ((:tag . "NN") (:stem . "situation") (:form . "situation") (:end . 158)\n (:start . 149) (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 159) (:start . 158)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s13.11) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504224@unknown@formal@none@1@S@Putatively functional motif occurrences are mapped onto a representative domain, given that a high quality reference SCOP domain structure is available for the protein itself or a close relative.@(((:tag . "RB") (:stem . "putatively") (:form . "Putatively") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "JJ") (:stem . "functional") (:form . "functional") (:end . 21)\n (:start . 11) (:id . 43))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 27) (:start . 22)\n (:id . 44))\n ((:tag . "NNS") (:stem . "occurrence") (:form . "occurrences") (:end . 39)\n (:start . 28) (:id . 45))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 43) (:start . 40)\n (:id . 46))\n ((:tag . "VBN") (:stem . "map") (:form . "mapped") (:end . 50) (:start . 44)\n (:id . 47))\n ((:tag . "IN") (:stem . "onto") (:form . "onto") (:end . 55) (:start . 51)\n (:id . 48))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 57) (:start . 56)\n (:id . 49))\n ((:tag . "JJ") (:stem . "representative") (:form . "representative")\n (:end . 72) (:start . 58) (:id . 50))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 79)\n (:start . 73) (:id . 51))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 80) (:start . 79)\n (:id . 52))\n ((:tag . "VBN") (:stem . "give") (:form . "given") (:end . 86) (:start . 81)\n (:id . 53))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 91) (:start . 87)\n (:id . 54))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 93) (:start . 92)\n (:id . 55))\n ((:tag . "JJ") (:stem . "high") (:form . "high") (:end . 98) (:start . 94)\n (:id . 56))\n ((:tag . "NN") (:stem . "quality") (:form . "quality") (:end . 106)\n (:start . 99) (:id . 57))\n ((:tag . "NN") (:stem . "reference") (:form . "reference") (:end . 116)\n (:start . 107) (:id . 58))\n ((:tag . "NNP") (:stem . "SCOP") (:form . "SCOP") (:end . 121) (:start . 117)\n (:id . 59))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 128)\n (:start . 122) (:id . 60))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 138)\n (:start . 129) (:id . 61))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 141) (:start . 139)\n (:id . 62))\n ((:tag . "JJ") (:stem . "available") (:form . "available") (:end . 151)\n (:start . 142) (:id . 63))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 155) (:start . 152)\n (:id . 64))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 159) (:start . 156)\n (:id . 65))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 167)\n (:start . 160) (:id . 66))\n ((:tag . "PRP") (:stem . "itself") (:form . "itself") (:end . 174)\n (:start . 168) (:id . 67))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 177) (:start . 175)\n (:id . 68))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 179) (:start . 178)\n (:id . 69))\n ((:tag . "JJ") (:stem . "close") (:form . "close") (:end . 185)\n (:start . 180) (:id . 70))\n ((:tag . "NN") (:stem . "relative") (:form . "relative") (:end . 194)\n (:start . 186) (:id . 71))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 195) (:start . 194)\n (:id . 72)))@@@1@31@((:hcues ((:id . :x13.12.1) (:span 0 10)))\n (:hscopes ((:id . :x13.12.1) (:span 0 194)))\n (:identifiers (:sid . :s13.12) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504225@unknown@formal@none@1@S@Candidate motifs can then be scored for solvent-accessibility and secondary structure context.@(((:tag . "NN") (:stem . "candidate") (:form . "Candidate") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 16)\n (:start . 10) (:id . 43))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 20) (:start . 17)\n (:id . 44))\n ((:tag . "RB") (:stem . "then") (:form . "then") (:end . 25) (:start . 21)\n (:id . 45))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 28) (:start . 26)\n (:id . 46))\n ((:tag . "VBN") (:stem . "score") (:form . "scored") (:end . 35)\n (:start . 29) (:id . 47))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 39) (:start . 36)\n (:id . 48))\n ((:tag . "NN") (:stem . "solvent-accessibility")\n (:form . "solvent-accessibility") (:end . 61) (:start . 40) (:id . 49))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 65) (:start . 62)\n (:id . 50))\n ((:tag . "JJ") (:stem . "secondary") (:form . "secondary") (:end . 75)\n (:start . 66) (:id . 51))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 85)\n (:start . 76) (:id . 52))\n ((:tag . "NN") (:stem . "context") (:form . "context") (:end . 93)\n (:start . 86) (:id . 53))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 94) (:start . 93)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s13.13) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504226@unknown@formal@none@1@S@The scores are calibrated on a benchmark set of experimentally verified motif instances compared with a set of random matches.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "score") (:form . "scores") (:end . 10) (:start . 4)\n (:id . 43))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 14) (:start . 11)\n (:id . 44))\n ((:tag . "VBN") (:stem . "calibrate") (:form . "calibrated") (:end . 25)\n (:start . 15) (:id . 45))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 28) (:start . 26)\n (:id . 46))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 30) (:start . 29)\n (:id . 47))\n ((:tag . "JJ") (:stem . "benchmark") (:form . "benchmark") (:end . 40)\n (:start . 31) (:id . 48))\n ((:tag . "NN") (:stem . "set") (:form . "set") (:end . 44) (:start . 41)\n (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 47) (:start . 45)\n (:id . 50))\n ((:tag . "RB") (:stem . "experimentally") (:form . "experimentally")\n (:end . 62) (:start . 48) (:id . 51))\n ((:tag . "VBN") (:stem . "verify") (:form . "verified") (:end . 71)\n (:start . 63) (:id . 52))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 77) (:start . 72)\n (:id . 53))\n ((:tag . "NNS") (:stem . "instance") (:form . "instances") (:end . 87)\n (:start . 78) (:id . 54))\n ((:tag . "VBN") (:stem . "compare") (:form . "compared") (:end . 96)\n (:start . 88) (:id . 55))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 101) (:start . 97)\n (:id . 56))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 103) (:start . 102)\n (:id . 57))\n ((:tag . "NN") (:stem . "set") (:form . "set") (:end . 107) (:start . 104)\n (:id . 58))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 110) (:start . 108)\n (:id . 59))\n ((:tag . "JJ") (:stem . "random") (:form . "random") (:end . 117)\n (:start . 111) (:id . 60))\n ((:tag . "NNS") (:stem . "match") (:form . "matches") (:end . 125)\n (:start . 118) (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 126) (:start . 125)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s13.14) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504227@unknown@formal@none@1@S@A combined score yields 3-fold enrichment for functional motifs assigned to high confidence classifications and 2.5-fold enrichment for random motifs assigned to low confidence classifications.@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "combined") (:form . "combined") (:end . 10)\n (:start . 2) (:id . 43))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 16) (:start . 11)\n (:id . 44))\n ((:tag . "VBZ") (:stem . "yield") (:form . "yields") (:end . 23)\n (:start . 17) (:id . 45))\n ((:tag . "JJ") (:stem . "3-fold") (:form . "3-fold") (:end . 30)\n (:start . 24) (:id . 46))\n ((:tag . "NN") (:stem . "enrichment") (:form . "enrichment") (:end . 41)\n (:start . 31) (:id . 47))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 45) (:start . 42)\n (:id . 48))\n ((:tag . "JJ") (:stem . "functional") (:form . "functional") (:end . 56)\n (:start . 46) (:id . 49))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 63)\n (:start . 57) (:id . 50))\n ((:tag . "VBN") (:stem . "assign") (:form . "assigned") (:end . 72)\n (:start . 64) (:id . 51))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 75) (:start . 73)\n (:id . 52))\n ((:tag . "JJ") (:stem . "high") (:form . "high") (:end . 80) (:start . 76)\n (:id . 53))\n ((:tag . "NN") (:stem . "confidence") (:form . "confidence") (:end . 91)\n (:start . 81) (:id . 54))\n ((:tag . "NNS") (:stem . "classification") (:form . "classifications")\n (:end . 107) (:start . 92) (:id . 55))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 111) (:start . 108)\n (:id . 56))\n ((:tag . "JJ") (:stem . "2.5-fold") (:form . "2.5-fold") (:end . 120)\n (:start . 112) (:id . 57))\n ((:tag . "NN") (:stem . "enrichment") (:form . "enrichment") (:end . 131)\n (:start . 121) (:id . 58))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 135) (:start . 132)\n (:id . 59))\n ((:tag . "JJ") (:stem . "random") (:form . "random") (:end . 142)\n (:start . 136) (:id . 60))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 149)\n (:start . 143) (:id . 61))\n ((:tag . "VBN") (:stem . "assign") (:form . "assigned") (:end . 158)\n (:start . 150) (:id . 62))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 161) (:start . 159)\n (:id . 63))\n ((:tag . "JJ") (:stem . "low") (:form . "low") (:end . 165) (:start . 162)\n (:id . 64))\n ((:tag . "NN") (:stem . "confidence") (:form . "confidence") (:end . 176)\n (:start . 166) (:id . 65))\n ((:tag . "NNS") (:stem . "classification") (:form . "classifications")\n (:end . 192) (:start . 177) (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 193) (:start . 192)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s13.15) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504228@unknown@formal@none@1@S@The structure filter is implemented as a pipeline with both a graphical interface via the ELM resource http://elm.eu.org/ and through a Web Service protocol.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "filter") (:form . "filter") (:end . 20)\n (:start . 14) (:id . 44))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 23) (:start . 21)\n (:id . 45))\n ((:tag . "VBN") (:stem . "implement") (:form . "implemented") (:end . 35)\n (:start . 24) (:id . 46))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 38) (:start . 36)\n (:id . 47))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 40) (:start . 39)\n (:id . 48))\n ((:tag . "NN") (:stem . "pipeline") (:form . "pipeline") (:end . 49)\n (:start . 41) (:id . 49))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 54) (:start . 50)\n (:id . 50))\n ((:tag . "CC") (:stem . "both") (:form . "both") (:end . 59) (:start . 55)\n (:id . 51))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 61) (:start . 60)\n (:id . 52))\n ((:tag . "JJ") (:stem . "graphical") (:form . "graphical") (:end . 71)\n (:start . 62) (:id . 53))\n ((:tag . "NN") (:stem . "interface") (:form . "interface") (:end . 81)\n (:start . 72) (:id . 54))\n ((:tag . "IN") (:stem . "via") (:form . "via") (:end . 85) (:start . 82)\n (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 89) (:start . 86)\n (:id . 56))\n ((:tag . "NNP") (:stem . "ELM") (:form . "ELM") (:end . 93) (:start . 90)\n (:id . 57))\n ((:tag . "NN") (:stem . "resource") (:form . "resource") (:end . 102)\n (:start . 94) (:id . 58))\n ((:tag . "NN") (:stem . "http://elm.eu.org/") (:form . "http://elm.eu.org/")\n (:end . 121) (:start . 103) (:id . 59))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 125) (:start . 122)\n (:id . 60))\n ((:tag . "IN") (:stem . "through") (:form . "through") (:end . 133)\n (:start . 126) (:id . 61))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 135) (:start . 134)\n (:id . 62))\n ((:tag . "NNP") (:stem . "Web") (:form . "Web") (:end . 139) (:start . 136)\n (:id . 63))\n ((:tag . "NNP") (:stem . "Service") (:form . "Service") (:end . 147)\n (:start . 140) (:id . 64))\n ((:tag . "NN") (:stem . "protocol") (:form . "protocol") (:end . 156)\n (:start . 148) (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 157) (:start . 156)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s13.16) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504229@unknown@formal@none@1@S@Conclusion@(((:tag . "NN") (:stem . "conclusion") (:form . "Conclusion") (:end . 10)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s13.17) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504230@unknown@formal@none@1@S@New occurrences of known linear motifs require experimental validation as the bioinformatics tools currently have limited reliability.@(((:tag . "JJ") (:stem . "new") (:form . "New") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "occurrence") (:form . "occurrences") (:end . 15)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 18) (:start . 16)\n (:id . 44))\n ((:tag . "JJ") (:stem . "known") (:form . "known") (:end . 24) (:start . 19)\n (:id . 45))\n ((:tag . "JJ") (:stem . "linear") (:form . "linear") (:end . 31)\n (:start . 25) (:id . 46))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 38)\n (:start . 32) (:id . 47))\n ((:tag . "VBP") (:stem . "require") (:form . "require") (:end . 46)\n (:start . 39) (:id . 48))\n ((:tag . "JJ") (:stem . "experimental") (:form . "experimental") (:end . 59)\n (:start . 47) (:id . 49))\n ((:tag . "NN") (:stem . "validation") (:form . "validation") (:end . 70)\n (:start . 60) (:id . 50))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 73) (:start . 71)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 77) (:start . 74)\n (:id . 52))\n ((:tag . "NNS") (:stem . "bioinformatic") (:form . "bioinformatics")\n (:end . 92) (:start . 78) (:id . 53))\n ((:tag . "NNS") (:stem . "tool") (:form . "tools") (:end . 98) (:start . 93)\n (:id . 54))\n ((:tag . "RB") (:stem . "currently") (:form . "currently") (:end . 108)\n (:start . 99) (:id . 55))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 113) (:start . 109)\n (:id . 56))\n ((:tag . "VBN") (:stem . "limit") (:form . "limited") (:end . 121)\n (:start . 114) (:id . 57))\n ((:tag . "NN") (:stem . "reliability") (:form . "reliability") (:end . 133)\n (:start . 122) (:id . 58))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 134) (:start . 133)\n (:id . 59)))@@@1@18@((:identifiers (:sid . :s13.18) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504231@unknown@formal@none@1@S@The ELM structure filter will aid users assessing candidate motifs presenting in globular structural regions.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "ELM") (:form . "ELM") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 17)\n (:start . 8) (:id . 44))\n ((:tag . "NN") (:stem . "filter") (:form . "filter") (:end . 24)\n (:start . 18) (:id . 45))\n ((:tag . "MD") (:stem . "will") (:form . "will") (:end . 29) (:start . 25)\n (:id . 46))\n ((:tag . "VB") (:stem . "aid") (:form . "aid") (:end . 33) (:start . 30)\n (:id . 47))\n ((:tag . "NNS") (:stem . "user") (:form . "users") (:end . 39) (:start . 34)\n (:id . 48))\n ((:tag . "VBG") (:stem . "assess") (:form . "assessing") (:end . 49)\n (:start . 40) (:id . 49))\n ((:tag . "NN") (:stem . "candidate") (:form . "candidate") (:end . 59)\n (:start . 50) (:id . 50))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 66)\n (:start . 60) (:id . 51))\n ((:tag . "VBG") (:stem . "present") (:form . "presenting") (:end . 77)\n (:start . 67) (:id . 52))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 80) (:start . 78)\n (:id . 53))\n ((:tag . "JJ") (:stem . "globular") (:form . "globular") (:end . 89)\n (:start . 81) (:id . 54))\n ((:tag . "JJ") (:stem . "structural") (:form . "structural") (:end . 100)\n (:start . 90) (:id . 55))\n ((:tag . "NNS") (:stem . "region") (:form . "regions") (:end . 108)\n (:start . 101) (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 109) (:start . 108)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s13.19) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504232@unknown@formal@none@1@S@Most importantly, it will help users to decide whether to expend their valuable time and resources on experimental testing of interesting motif candidates.@(((:tag . "RBS") (:stem . "most") (:form . "Most") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "RB") (:stem . "importantly") (:form . "importantly") (:end . 16)\n (:start . 5) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 17) (:start . 16)\n (:id . 44))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 20) (:start . 18)\n (:id . 45))\n ((:tag . "MD") (:stem . "will") (:form . "will") (:end . 25) (:start . 21)\n (:id . 46))\n ((:tag . "VB") (:stem . "help") (:form . "help") (:end . 30) (:start . 26)\n (:id . 47))\n ((:tag . "NNS") (:stem . "user") (:form . "users") (:end . 36) (:start . 31)\n (:id . 48))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 39) (:start . 37)\n (:id . 49))\n ((:tag . "VB") (:stem . "decide") (:form . "decide") (:end . 46)\n (:start . 40) (:id . 50))\n ((:tag . "IN") (:stem . "whether") (:form . "whether") (:end . 54)\n (:start . 47) (:id . 51))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 57) (:start . 55)\n (:id . 52))\n ((:tag . "VB") (:stem . "expend") (:form . "expend") (:end . 64)\n (:start . 58) (:id . 53))\n ((:tag . "PRP$") (:stem . "their") (:form . "their") (:end . 70)\n (:start . 65) (:id . 54))\n ((:tag . "JJ") (:stem . "valuable") (:form . "valuable") (:end . 79)\n (:start . 71) (:id . 55))\n ((:tag . "NN") (:stem . "time") (:form . "time") (:end . 84) (:start . 80)\n (:id . 56))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 88) (:start . 85)\n (:id . 57))\n ((:tag . "NNS") (:stem . "resource") (:form . "resources") (:end . 98)\n (:start . 89) (:id . 58))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 101) (:start . 99)\n (:id . 59))\n ((:tag . "JJ") (:stem . "experimental") (:form . "experimental") (:end . 114)\n (:start . 102) (:id . 60))\n ((:tag . "NN") (:stem . "testing") (:form . "testing") (:end . 122)\n (:start . 115) (:id . 61))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 125) (:start . 123)\n (:id . 62))\n ((:tag . "JJ") (:stem . "interesting") (:form . "interesting") (:end . 137)\n (:start . 126) (:id . 63))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 143)\n (:start . 138) (:id . 64))\n ((:tag . "NNS") (:stem . "candidate") (:form . "candidates") (:end . 154)\n (:start . 144) (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 155) (:start . 154)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s13.20) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504233@unknown@formal@none@1@S@Background@(((:tag . "NN") (:stem . "background") (:form . "Background") (:end . 10)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s13.21) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5504234@unknown@formal@none@1@S@In recent years it has become clear that proteins with highly modular architectures possess numerous short peptide motifs that are essential to their function [1-5].@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "recent") (:form . "recent") (:end . 9) (:start . 3)\n (:id . 43))\n ((:tag . "NNS") (:stem . "year") (:form . "years") (:end . 15) (:start . 10)\n (:id . 44))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 18) (:start . 16)\n (:id . 45))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 22) (:start . 19)\n (:id . 46))\n ((:tag . "VBN") (:stem . "become") (:form . "become") (:end . 29)\n (:start . 23) (:id . 47))\n ((:tag . "JJ") (:stem . "clear") (:form . "clear") (:end . 35) (:start . 30)\n (:id . 48))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 40) (:start . 36)\n (:id . 49))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 49)\n (:start . 41) (:id . 50))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 54) (:start . 50)\n (:id . 51))\n ((:tag . "RB") (:stem . "highly") (:form . "highly") (:end . 61)\n (:start . 55) (:id . 52))\n ((:tag . "JJ") (:stem . "modular") (:form . "modular") (:end . 69)\n (:start . 62) (:id . 53))\n ((:tag . "NNS") (:stem . "architecture") (:form . "architectures")\n (:end . 83) (:start . 70) (:id . 54))\n ((:tag . "VBP") (:stem . "possess") (:form . "possess") (:end . 91)\n (:start . 84) (:id . 55))\n ((:tag . "JJ") (:stem . "numerous") (:form . "numerous") (:end . 100)\n (:start . 92) (:id . 56))\n ((:tag . "JJ") (:stem . "short") (:form . "short") (:end . 106)\n (:start . 101) (:id . 57))\n ((:tag . "NN") (:stem . "peptide") (:form . "peptide") (:end . 114)\n (:start . 107) (:id . 58))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 121)\n (:start . 115) (:id . 59))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 126) (:start . 122)\n (:id . 60))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 130) (:start . 127)\n (:id . 61))\n ((:tag . "JJ") (:stem . "essential") (:form . "essential") (:end . 140)\n (:start . 131) (:id . 62))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 143) (:start . 141)\n (:id . 63))\n ((:tag . "PRP$") (:stem . "their") (:form . "their") (:end . 149)\n (:start . 144) (:id . 64))\n ((:tag . "NN") (:stem . "function") (:form . "function") (:end . 158)\n (:start . 150) (:id . 65))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 160) (:start . 159)\n (:id . 66))\n ((:tag . "CD") (:stem . "1-5") (:form . "1-5") (:end . 163) (:start . 160)\n (:id . 67))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 164) (:start . 163)\n (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 165) (:start . 164)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s13.22) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504235@unknown@formal@none@1@S@Such peptides are termed Linear Motifs (LM) as, in contrast to the globular domains, their function is independent of tertiary structure and encoded solely by the amino acid sequence.@(((:tag . "JJ") (:stem . "such") (:form . "Such") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "peptide") (:form . "peptides") (:end . 13)\n (:start . 5) (:id . 43))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 17) (:start . 14)\n (:id . 44))\n ((:tag . "VBN") (:stem . "term") (:form . "termed") (:end . 24) (:start . 18)\n (:id . 45))\n ((:tag . "JJ") (:stem . "linear") (:form . "Linear") (:end . 31)\n (:start . 25) (:id . 46))\n ((:tag . "NNP") (:stem . "Motif") (:form . "Motifs") (:end . 38)\n (:start . 32) (:id . 47))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 40) (:start . 39)\n (:id . 48))\n ((:tag . "NNP") (:stem . "LM") (:form . "LM") (:end . 42) (:start . 40)\n (:id . 49))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 43) (:start . 42)\n (:id . 50))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 46) (:start . 44)\n (:id . 51))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 47) (:start . 46)\n (:id . 52))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 50) (:start . 48)\n (:id . 53))\n ((:tag . "NN") (:stem . "contrast") (:form . "contrast") (:end . 59)\n (:start . 51) (:id . 54))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 62) (:start . 60)\n (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 66) (:start . 63)\n (:id . 56))\n ((:tag . "JJ") (:stem . "globular") (:form . "globular") (:end . 75)\n (:start . 67) (:id . 57))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 83)\n (:start . 76) (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 84) (:start . 83)\n (:id . 59))\n ((:tag . "PRP$") (:stem . "their") (:form . "their") (:end . 90)\n (:start . 85) (:id . 60))\n ((:tag . "NN") (:stem . "function") (:form . "function") (:end . 99)\n (:start . 91) (:id . 61))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 102) (:start . 100)\n (:id . 62))\n ((:tag . "JJ") (:stem . "independent") (:form . "independent") (:end . 114)\n (:start . 103) (:id . 63))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 117) (:start . 115)\n (:id . 64))\n ((:tag . "JJ") (:stem . "tertiary") (:form . "tertiary") (:end . 126)\n (:start . 118) (:id . 65))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 136)\n (:start . 127) (:id . 66))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 140) (:start . 137)\n (:id . 67))\n ((:tag . "VBN") (:stem . "encode") (:form . "encoded") (:end . 148)\n (:start . 141) (:id . 68))\n ((:tag . "RB") (:stem . "solely") (:form . "solely") (:end . 155)\n (:start . 149) (:id . 69))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 158) (:start . 156)\n (:id . 70))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 162) (:start . 159)\n (:id . 71))\n ((:tag . "JJ") (:stem . "amino") (:form . "amino") (:end . 168)\n (:start . 163) (:id . 72))\n ((:tag . "NN") (:stem . "acid") (:form . "acid") (:end . 173) (:start . 169)\n (:id . 73))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 182)\n (:start . 174) (:id . 74))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 183) (:start . 182)\n (:id . 75)))@@@1@34@((:identifiers (:sid . :s13.23) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504236@unknown@formal@none@1@S@They are found in a diverse range of proteins, such as membrane receptors, adaptors, scaffolds and transcription factors, and mediate numerous tasks, which can be as disparate as directing subcellular localization or acting as sites of cleavage.@(((:tag . "PRP") (:stem . "they") (:form . "They") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 8) (:start . 5)\n (:id . 43))\n ((:tag . "VBN") (:stem . "find") (:form . "found") (:end . 14) (:start . 9)\n (:id . 44))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 17) (:start . 15)\n (:id . 45))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 19) (:start . 18)\n (:id . 46))\n ((:tag . "JJ") (:stem . "diverse") (:form . "diverse") (:end . 27)\n (:start . 20) (:id . 47))\n ((:tag . "NN") (:stem . "range") (:form . "range") (:end . 33) (:start . 28)\n (:id . 48))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 36) (:start . 34)\n (:id . 49))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 45)\n (:start . 37) (:id . 50))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 46) (:start . 45)\n (:id . 51))\n ((:tag . "JJ") (:stem . "such") (:form . "such") (:end . 51) (:start . 47)\n (:id . 52))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 54) (:start . 52)\n (:id . 53))\n ((:tag . "NN") (:stem . "membrane") (:form . "membrane") (:end . 63)\n (:start . 55) (:id . 54))\n ((:tag . "NNS") (:stem . "receptor") (:form . "receptors") (:end . 73)\n (:start . 64) (:id . 55))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 74) (:start . 73)\n (:id . 56))\n ((:tag . "NNS") (:stem . "adaptor") (:form . "adaptors") (:end . 83)\n (:start . 75) (:id . 57))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 84) (:start . 83)\n (:id . 58))\n ((:tag . "NNS") (:stem . "scaffold") (:form . "scaffolds") (:end . 94)\n (:start . 85) (:id . 59))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 98) (:start . 95)\n (:id . 60))\n ((:tag . "NN") (:stem . "transcription") (:form . "transcription")\n (:end . 112) (:start . 99) (:id . 61))\n ((:tag . "NNS") (:stem . "factor") (:form . "factors") (:end . 120)\n (:start . 113) (:id . 62))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 121) (:start . 120)\n (:id . 63))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 125) (:start . 122)\n (:id . 64))\n ((:tag . "VB") (:stem . "mediate") (:form . "mediate") (:end . 133)\n (:start . 126) (:id . 65))\n ((:tag . "JJ") (:stem . "numerous") (:form . "numerous") (:end . 142)\n (:start . 134) (:id . 66))\n ((:tag . "NNS") (:stem . "task") (:form . "tasks") (:end . 148)\n (:start . 143) (:id . 67))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 149) (:start . 148)\n (:id . 68))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 155)\n (:start . 150) (:id . 69))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 159) (:start . 156)\n (:id . 70))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 162) (:start . 160)\n (:id . 71))\n ((:tag . "RB") (:stem . "as") (:form . "as") (:end . 165) (:start . 163)\n (:id . 72))\n ((:tag . "JJ") (:stem . "disparate") (:form . "disparate") (:end . 175)\n (:start . 166) (:id . 73))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 178) (:start . 176)\n (:id . 74))\n ((:tag . "VBG") (:stem . "direct") (:form . "directing") (:end . 188)\n (:start . 179) (:id . 75))\n ((:tag . "JJ") (:stem . "subcellular") (:form . "subcellular") (:end . 200)\n (:start . 189) (:id . 76))\n ((:tag . "NN") (:stem . "localization") (:form . "localization") (:end . 213)\n (:start . 201) (:id . 77))\n ((:tag . "CC") (:stem . "or") (:form . 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(:end . 245) (:start . 244)\n (:id . 84)))@@@1@43@((:hcues ((:id . :x13.24.1) (:span 156 159)))\n (:hscopes ((:id . :x13.24.1) (:span 156 244)))\n (:identifiers (:sid . :s13.24) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504237@unknown@formal@none@1@S@Well-known LMs include peptides binding SH3, Cyclin, PDZ and WW domains [6-10] and phosphorylated peptides interacting with SH2, PTB, BRCT and FHA phosphopeptide-binding domains [11-17].@(((:tag . "JJ") (:stem . "well-known") (:form . "Well-known") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "lm") (:form . "LMs") (:end . 14) (:start . 11)\n (:id . 43))\n ((:tag . "VBP") (:stem . "include") (:form . "include") (:end . 22)\n (:start . 15) (:id . 44))\n ((:tag . "NNS") (:stem . "peptide") (:form . "peptides") (:end . 31)\n (:start . 23) (:id . 45))\n ((:tag . "NN") (:stem . "binding") (:form . 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(:end . 186) (:start . 185)\n (:id . 75)))@@@1@34@((:identifiers (:sid . :s13.25) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504238@unknown@formal@none@1@S@The biological properties and range of functions mediated by LMs are reviewed in detail elsewhere [4,18-20].@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "biological") (:form . "biological") (:end . 14)\n (:start . 4) (:id . 43))\n ((:tag . "NNS") (:stem . "property") (:form . "properties") (:end . 25)\n (:start . 15) (:id . 44))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 29) (:start . 26)\n (:id . 45))\n ((:tag . "NN") (:stem . "range") (:form . "range") (:end . 35) (:start . 30)\n (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 38) (:start . 36)\n (:id . 47))\n ((:tag . "NNS") (:stem . "function") (:form . 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")") (:stem . "]") (:form . "]") (:end . 107) (:start . 106)\n (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 108) (:start . 107)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s13.26) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504239@unknown@formal@none@1@S@In order to deconvolute the functional components of modular protein architectures, it is necessary to identify the set of LMs as well as the folded components.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "order") (:form . "order") (:end . 8) (:start . 3)\n (:id . 43))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "VB") (:stem . "deconvolute") (:form . "deconvolute") (:end . 23)\n (:start . 12) (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 27) (:start . 24)\n (:id . 46))\n ((:tag . "JJ") (:stem . 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(:end . 191) (:start . 190)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s13.28) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504241@unknown@formal@none@1@S@Several tools have been developed to rank motifs based on confidence of functionality by classifying putative motifs based on the hypothesis that functional motifs will have attributes similar to experimentally discovered motifs.@(((:tag . "JJ") (:stem . "several") (:form . "Several") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "tool") (:form . "tools") (:end . 13) (:start . 8)\n (:id . 43))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 18) (:start . 14)\n (:id . 44))\n ((:tag . "VBN") (:stem . "be") (:form . "been") (:end . 23) (:start . 19)\n (:id . 45))\n ((:tag . "VBN") (:stem . "develop") (:form . "developed") (:end . 33)\n (:start . 24) (:id . 46))\n ((:tag . "TO") (:stem . "to") (:form . 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(:end . 229) (:start . 228)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s13.29) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504242@unknown@formal@none@1@S@Although classification tools cannot definitely confirm a motif as functional (only experimental analysis can achieve this) they can be used to attach a level of confidence to a motif.@(((:tag . "IN") (:stem . "although") (:form . "Although") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "classification") (:form . "classification")\n (:end . 23) (:start . 9) (:id . 43))\n ((:tag . "NNS") (:stem . "tool") (:form . "tools") (:end . 29) (:start . 24)\n (:id . 44))\n ((:tag . "VBP") (:stem . "cannot") (:form . "cannot") (:end . 36)\n (:start . 30) (:id . 45))\n ((:tag . "RB") (:stem . "definitely") (:form . "definitely") (:end . 47)\n (:start . 37) (:id . 46))\n ((:tag . "VB") (:stem . "confirm") (:form . 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(:end . 262) (:start . 261)\n (:id . 85)))@@@1@44@((:hcues ((:id . :x13.31.1) (:span 111 119)))\n (:hscopes ((:id . :x13.31.1) (:span 12 261)))\n (:identifiers (:sid . :s13.31) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504244@unknown@formal@none@1@S@Available motif discovery tools vary in their implementation of confidence-related metrics.@(((:tag . "JJ") (:stem . "available") (:form . "Available") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 15) (:start . 10)\n (:id . 43))\n ((:tag . "NN") (:stem . "discovery") (:form . "discovery") (:end . 25)\n (:start . 16) (:id . 44))\n ((:tag . "NNS") (:stem . "tool") (:form . "tools") (:end . 31) (:start . 26)\n (:id . 45))\n ((:tag . "VBP") (:stem . "vary") (:form . "vary") (:end . 36) (:start . 32)\n (:id . 46))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 39) (:start . 37)\n (:id . 47))\n ((:tag . "PRP$") (:stem . "their") (:form . "their") (:end . 45)\n (:start . 40) (:id . 48))\n ((:tag . "NN") (:stem . "implementation") (:form . "implementation")\n (:end . 60) (:start . 46) (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 63) (:start . 61)\n (:id . 50))\n ((:tag . "JJ") (:stem . "confidence-related") (:form . "confidence-related")\n (:end . 82) (:start . 64) (:id . 51))\n ((:tag . "NNS") (:stem . "metric") (:form . "metrics") (:end . 90)\n (:start . 83) (:id . 52))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 91) (:start . 90)\n (:id . 53)))@@@1@12@((:identifiers (:sid . :s13.32) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504245@unknown@formal@none@1@S@ScanProsite [21], the web-based tool for detecting PROSITE [22] signature matches in protein sequences, recently integrated ProRules [23], a database containing additional information about PROSITE profiles, with the aim of increasing the discriminatory power of PROSITE profiles to facilitate function determination and provide biologically relevant information for the annotation of proteins.@(((:tag . "NNP") (:stem . "ScanProsite") (:form . "ScanProsite") (:end . 11)\n (:start . 0) (:id . 42))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 13) (:start . 12)\n (:id . 43))\n ((:tag . "CD") (:stem . "21") (:form . "21") (:end . 15) (:start . 13)\n (:id . 44))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 16) (:start . 15)\n (:id . 45))\n ((:tag . 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"relevant") (:form . "relevant") (:end . 350)\n (:start . 342) (:id . 96))\n ((:tag . "NN") (:stem . "information") (:form . "information") (:end . 362)\n (:start . 351) (:id . 97))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 366) (:start . 363)\n (:id . 98))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 370) (:start . 367)\n (:id . 99))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 381)\n (:start . 371) (:id . 100))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 384) (:start . 382)\n (:id . 101))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 393)\n (:start . 385) (:id . 102))\n ((:tag . ".") (:stem . ".") (:form . ".") 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(:end . 290) (:start . 289)\n (:id . 87)))@@@1@46@((:identifiers (:sid . :s13.34) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504247@unknown@formal@none@1@S@The Eukaryotic Linear Motif (ELM) resource filters implausible motif occurrences according to cell compartment and taxonomic range [2].@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "Eukaryotic") (:form . "Eukaryotic") (:end . 14)\n (:start . 4) (:id . 43))\n ((:tag . "NNP") (:stem . "Linear") (:form . "Linear") (:end . 21)\n (:start . 15) (:id . 44))\n ((:tag . "NNP") (:stem . "Motif") (:form . "Motif") (:end . 27) (:start . 22)\n (:id . 45))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 29) (:start . 28)\n (:id . 46))\n ((:tag . "NNP") (:stem . "ELM") (:form . "ELM") (:end . 32) (:start . 29)\n (:id . 47))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 33) (:start . 32)\n (:id . 48))\n ((:tag . "NN") (:stem . "resource") (:form . "resource") (:end . 42)\n (:start . 34) (:id . 49))\n ((:tag . "VBZ") (:stem . "filter") (:form . "filters") (:end . 50)\n (:start . 43) (:id . 50))\n ((:tag . "JJ") (:stem . "implausible") (:form . "implausible") (:end . 62)\n (:start . 51) (:id . 51))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 68) (:start . 63)\n (:id . 52))\n ((:tag . "VBZ") (:stem . "occurrence") (:form . "occurrences") (:end . 80)\n (:start . 69) (:id . 53))\n ((:tag . "VBG") (:stem . "accord") (:form . "according") (:end . 90)\n (:start . 81) (:id . 54))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 93) (:start . 91)\n (:id . 55))\n ((:tag . "NN") (:stem . "cell") (:form . "cell") (:end . 98) (:start . 94)\n (:id . 56))\n ((:tag . "NN") (:stem . "compartment") (:form . "compartment") (:end . 110)\n (:start . 99) (:id . 57))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 114) (:start . 111)\n (:id . 58))\n ((:tag . "JJ") (:stem . "taxonomic") (:form . "taxonomic") (:end . 124)\n (:start . 115) (:id . 59))\n ((:tag . "NN") (:stem . "range") (:form . "range") (:end . 130)\n (:start . 125) (:id . 60))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 132) (:start . 131)\n (:id . 61))\n ((:tag . "CD") (:stem . "2") (:form . "2") (:end . 133) (:start . 132)\n (:id . 62))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 134) (:start . 133)\n (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 135) (:start . 134)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s13.35) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504248@unknown@formal@none@1@S@It also indicates less likely matches that lie within globular domains annotated in the SMART [26] and Pfam [27] resources and contrasts these with intrinsically unstructured polypeptide (IUP) regions predicted by GlobPlot [28] that are more likely to be motif-rich [5].@(((:tag . "PRP") (:stem . "it") (:form . "It") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "indicate") (:form . "indicates") (:end . 17)\n (:start . 8) (:id . 44))\n ((:tag . "RBR") (:stem . "less") (:form . "less") (:end . 22) (:start . 18)\n (:id . 45))\n ((:tag . "JJ") (:stem . "likely") (:form . "likely") (:end . 29)\n (:start . 23) (:id . 46))\n ((:tag . "NNS") (:stem . "match") (:form . "matches") (:end . 37)\n (:start . 30) (:id . 47))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 42) (:start . 38)\n (:id . 48))\n ((:tag . "VBP") (:stem . "lie") (:form . "lie") (:end . 46) (:start . 43)\n (:id . 49))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 53)\n (:start . 47) (:id . 50))\n ((:tag . "JJ") (:stem . "globular") (:form . "globular") (:end . 62)\n (:start . 54) (:id . 51))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 70)\n (:start . 63) (:id . 52))\n ((:tag . "VBN") (:stem . "annotate") (:form . "annotated") (:end . 80)\n (:start . 71) (:id . 53))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 83) (:start . 81)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 87) (:start . 84)\n (:id . 55))\n ((:tag . "NNP") (:stem . "SMART") (:form . "SMART") (:end . 93) (:start . 88)\n (:id . 56))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 95) (:start . 94)\n (:id . 57))\n ((:tag . "CD") (:stem . "26") (:form . "26") (:end . 97) (:start . 95)\n (:id . 58))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 98) (:start . 97)\n (:id . 59))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 102) (:start . 99)\n (:id . 60))\n ((:tag . "NNP") (:stem . "Pfam") (:form . "Pfam") (:end . 107) (:start . 103)\n (:id . 61))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 109) (:start . 108)\n (:id . 62))\n ((:tag . "CD") (:stem . "27") (:form . "27") (:end . 111) (:start . 109)\n (:id . 63))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 112) (:start . 111)\n (:id . 64))\n ((:tag . "NNS") (:stem . "resource") (:form . "resources") (:end . 122)\n (:start . 113) (:id . 65))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 126) (:start . 123)\n (:id . 66))\n ((:tag . "VBZ") (:stem . "contrast") (:form . "contrasts") (:end . 136)\n (:start . 127) (:id . 67))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 142)\n (:start . 137) (:id . 68))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 147) (:start . 143)\n (:id . 69))\n ((:tag . "RB") (:stem . "intrinsically") (:form . "intrinsically")\n (:end . 161) (:start . 148) (:id . 70))\n ((:tag . "JJ") (:stem . "unstructured") (:form . "unstructured") (:end . 174)\n (:start . 162) (:id . 71))\n ((:tag . "NN") (:stem . "polypeptide") (:form . "polypeptide") (:end . 186)\n (:start . 175) (:id . 72))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 188) (:start . 187)\n (:id . 73))\n ((:tag . "NNP") (:stem . "IUP") (:form . "IUP") (:end . 191) (:start . 188)\n (:id . 74))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 192) (:start . 191)\n (:id . 75))\n ((:tag . "NNS") (:stem . "region") (:form . "regions") (:end . 200)\n (:start . 193) (:id . 76))\n ((:tag . "VBN") (:stem . "predict") (:form . "predicted") (:end . 210)\n (:start . 201) (:id . 77))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 213) (:start . 211)\n (:id . 78))\n ((:tag . "NNP") (:stem . "GlobPlot") (:form . "GlobPlot") (:end . 222)\n (:start . 214) (:id . 79))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 224) (:start . 223)\n (:id . 80))\n ((:tag . "CD") (:stem . "28") (:form . "28") (:end . 226) (:start . 224)\n (:id . 81))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 227) (:start . 226)\n (:id . 82))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 232) (:start . 228)\n (:id . 83))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 236) (:start . 233)\n (:id . 84))\n ((:tag . "RBR") (:stem . "more") (:form . "more") (:end . 241) (:start . 237)\n (:id . 85))\n ((:tag . "JJ") (:stem . "likely") (:form . "likely") (:end . 248)\n (:start . 242) (:id . 86))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 251) (:start . 249)\n (:id . 87))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 254) (:start . 252)\n (:id . 88))\n ((:tag . "JJ") (:stem . "motif-rich") (:form . "motif-rich") (:end . 265)\n (:start . 255) (:id . 89))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 267) (:start . 266)\n (:id . 90))\n ((:tag . "CD") (:stem . "5") (:form . "5") (:end . 268) (:start . 267)\n (:id . 91))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 269) (:start . 268)\n (:id . 92))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 270) (:start . 269)\n (:id . 93)))@@@1@52@((:hcues ((:id . :x13.36.1) (:span 242 248)) ((:id . :x13.36.2) (:span 8 17)))\n (:hscopes ((:id . :x13.36.1) (:span 233 265))\n ((:id . :x13.36.2) (:span 8 122)))\n (:identifiers (:sid . :s13.36) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504249@unknown@formal@none@1@S@DILIMOT and SLiMFinder - tools designed for discovery of candidate novel peptide patterns significantly enriched in protein interaction datasets - also use some of these techniques to improve confidence in returned motifs [29,30].@(((:tag . "NNP") (:stem . "DILIMOT") (:form . "DILIMOT") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 11) (:start . 8)\n (:id . 43))\n ((:tag . "NNP") (:stem . "SLiMFinder") (:form . "SLiMFinder") (:end . 22)\n (:start . 12) (:id . 44))\n ((:tag . "HYPH") (:stem . "-") (:form . "-") (:end . 24) (:start . 23)\n (:id . 45))\n ((:tag . "NNS") (:stem . "tool") (:form . "tools") (:end . 30) (:start . 25)\n (:id . 46))\n ((:tag . "VBN") (:stem . "design") (:form . "designed") (:end . 39)\n (:start . 31) (:id . 47))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 43) (:start . 40)\n (:id . 48))\n ((:tag . "NN") (:stem . "discovery") (:form . "discovery") (:end . 53)\n (:start . 44) (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 56) (:start . 54)\n (:id . 50))\n ((:tag . "NN") (:stem . "candidate") (:form . "candidate") (:end . 66)\n (:start . 57) (:id . 51))\n ((:tag . "JJ") (:stem . "novel") (:form . "novel") (:end . 72) (:start . 67)\n (:id . 52))\n ((:tag . "NN") (:stem . "peptide") (:form . "peptide") (:end . 80)\n (:start . 73) (:id . 53))\n ((:tag . "NNS") (:stem . "pattern") (:form . "patterns") (:end . 89)\n (:start . 81) (:id . 54))\n ((:tag . "RB") (:stem . "significantly") (:form . "significantly")\n (:end . 103) (:start . 90) (:id . 55))\n ((:tag . "VBN") (:stem . "enrich") (:form . "enriched") (:end . 112)\n (:start . 104) (:id . 56))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 115) (:start . 113)\n (:id . 57))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 123)\n (:start . 116) (:id . 58))\n ((:tag . "NN") (:stem . "interaction") (:form . "interaction") (:end . 135)\n (:start . 124) (:id . 59))\n ((:tag . "NNS") (:stem . "dataset") (:form . "datasets") (:end . 144)\n (:start . 136) (:id . 60))\n ((:tag . ":") (:stem . "-") (:form . "-") (:end . 146) (:start . 145)\n (:id . 61))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 151) (:start . 147)\n (:id . 62))\n ((:tag . "VBP") (:stem . "use") (:form . "use") (:end . 155) (:start . 152)\n (:id . 63))\n ((:tag . "DT") (:stem . "some") (:form . "some") (:end . 160) (:start . 156)\n (:id . 64))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 163) (:start . 161)\n (:id . 65))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 169)\n (:start . 164) (:id . 66))\n ((:tag . "NNS") (:stem . "technique") (:form . "techniques") (:end . 180)\n (:start . 170) (:id . 67))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 183) (:start . 181)\n (:id . 68))\n ((:tag . "VB") (:stem . "improve") (:form . "improve") (:end . 191)\n (:start . 184) (:id . 69))\n ((:tag . "NN") (:stem . "confidence") (:form . "confidence") (:end . 202)\n (:start . 192) (:id . 70))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 205) (:start . 203)\n (:id . 71))\n ((:tag . "VBN") (:stem . "return") (:form . "returned") (:end . 214)\n (:start . 206) (:id . 72))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 221)\n (:start . 215) (:id . 73))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 223) (:start . 222)\n (:id . 74))\n ((:tag . "CD") (:stem . "29,30") (:form . "29,30") (:end . 228)\n (:start . 223) (:id . 75))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 229) (:start . 228)\n (:id . 76))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 230) (:start . 229)\n (:id . 77)))@@@1@36@((:identifiers (:sid . :s13.37) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504250@unknown@formal@none@1@S@Sequence conservation has also been shown to be effective in up-weighting true motifs relative to false positive matches [31-33].@(((:tag . "NN") (:stem . "sequence") (:form . "Sequence") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "conservation") (:form . "conservation") (:end . 21)\n (:start . 9) (:id . 43))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 25) (:start . 22)\n (:id . 44))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 30) (:start . 26)\n (:id . 45))\n ((:tag . "VBN") (:stem . "be") (:form . "been") (:end . 35) (:start . 31)\n (:id . 46))\n ((:tag . "VBN") (:stem . "show") (:form . "shown") (:end . 41) (:start . 36)\n (:id . 47))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 44) (:start . 42)\n (:id . 48))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 47) (:start . 45)\n (:id . 49))\n ((:tag . "JJ") (:stem . "effective") (:form . "effective") (:end . 57)\n (:start . 48) (:id . 50))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 60) (:start . 58)\n (:id . 51))\n ((:tag . "VBG") (:stem . "up-weighte") (:form . "up-weighting") (:end . 73)\n (:start . 61) (:id . 52))\n ((:tag . "JJ") (:stem . "true") (:form . "true") (:end . 78) (:start . 74)\n (:id . 53))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 85)\n (:start . 79) (:id . 54))\n ((:tag . "JJ") (:stem . "relative") (:form . "relative") (:end . 94)\n (:start . 86) (:id . 55))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 97) (:start . 95)\n (:id . 56))\n ((:tag . "VB") (:stem . "false") (:form . "false") (:end . 103) (:start . 98)\n (:id . 57))\n ((:tag . "JJ") (:stem . "positive") (:form . "positive") (:end . 112)\n (:start . 104) (:id . 58))\n ((:tag . "NNS") (:stem . "match") (:form . "matches") (:end . 120)\n (:start . 113) (:id . 59))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 122) (:start . 121)\n (:id . 60))\n ((:tag . "CD") (:stem . "31-33") (:form . "31-33") (:end . 127)\n (:start . 122) (:id . 61))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 128) (:start . 127)\n (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 129) (:start . 128)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s13.38) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504251@unknown@formal@none@1@S@In the intracellular milieu, LMs are found to be particularly abundant in segments of IUP where they are readily accessible [34].@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "JJ") (:stem . "intracellular") (:form . "intracellular")\n (:end . 20) (:start . 7) (:id . 44))\n ((:tag . "NN") (:stem . "milieu") (:form . "milieu") (:end . 27)\n (:start . 21) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 28) (:start . 27)\n (:id . 46))\n ((:tag . "NNS") (:stem . "lm") (:form . "LMs") (:end . 32) (:start . 29)\n (:id . 47))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 36) (:start . 33)\n (:id . 48))\n ((:tag . "VBN") (:stem . "find") (:form . "found") (:end . 42) (:start . 37)\n (:id . 49))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 45) (:start . 43)\n (:id . 50))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 48) (:start . 46)\n (:id . 51))\n ((:tag . "RB") (:stem . "particularly") (:form . "particularly") (:end . 61)\n (:start . 49) (:id . 52))\n ((:tag . "JJ") (:stem . "abundant") (:form . "abundant") (:end . 70)\n (:start . 62) (:id . 53))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 73) (:start . 71)\n (:id . 54))\n ((:tag . "NNS") (:stem . "segment") (:form . "segments") (:end . 82)\n (:start . 74) (:id . 55))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 85) (:start . 83)\n (:id . 56))\n ((:tag . "NNP") (:stem . "IUP") (:form . "IUP") (:end . 89) (:start . 86)\n (:id . 57))\n ((:tag . "WRB") (:stem . "where") (:form . "where") (:end . 95) (:start . 90)\n (:id . 58))\n ((:tag . "PRP") (:stem . "they") (:form . "they") (:end . 100) (:start . 96)\n (:id . 59))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 104) (:start . 101)\n (:id . 60))\n ((:tag . "RB") (:stem . "readily") (:form . "readily") (:end . 112)\n (:start . 105) (:id . 61))\n ((:tag . "JJ") (:stem . "accessible") (:form . "accessible") (:end . 123)\n (:start . 113) (:id . 62))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 125) (:start . 124)\n (:id . 63))\n ((:tag . "CD") (:stem . "34") (:form . "34") (:end . 127) (:start . 125)\n (:id . 64))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 128) (:start . 127)\n (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 129) (:start . 128)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s13.39) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504252@unknown@formal@none@1@S@Accessibility is a basic requirement of LM function which is almost always mediated by direct interaction with globular domain ligands.@(((:tag . "NN") (:stem . "accessibility") (:form . "Accessibility")\n (:end . 13) (:start . 0) (:id . 42))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 16) (:start . 14)\n (:id . 43))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 18) (:start . 17)\n (:id . 44))\n ((:tag . "JJ") (:stem . "basic") (:form . "basic") (:end . 24) (:start . 19)\n (:id . 45))\n ((:tag . "NN") (:stem . "requirement") (:form . "requirement") (:end . 36)\n (:start . 25) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 39) (:start . 37)\n (:id . 47))\n ((:tag . "NNP") (:stem . "LM") (:form . "LM") (:end . 42) (:start . 40)\n (:id . 48))\n ((:tag . "NN") (:stem . "function") (:form . "function") (:end . 51)\n (:start . 43) (:id . 49))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 57) (:start . 52)\n (:id . 50))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 60) (:start . 58)\n (:id . 51))\n ((:tag . "RB") (:stem . "almost") (:form . "almost") (:end . 67)\n (:start . 61) (:id . 52))\n ((:tag . "RB") (:stem . "always") (:form . "always") (:end . 74)\n (:start . 68) (:id . 53))\n ((:tag . "VBN") (:stem . "mediate") (:form . "mediated") (:end . 83)\n (:start . 75) (:id . 54))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 86) (:start . 84)\n (:id . 55))\n ((:tag . "JJ") (:stem . "direct") (:form . "direct") (:end . 93)\n (:start . 87) (:id . 56))\n ((:tag . "NN") (:stem . "interaction") (:form . "interaction") (:end . 105)\n (:start . 94) (:id . 57))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 110) (:start . 106)\n (:id . 58))\n ((:tag . "JJ") (:stem . "globular") (:form . "globular") (:end . 119)\n (:start . 111) (:id . 59))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 126)\n (:start . 120) (:id . 60))\n ((:tag . "NNS") (:stem . "ligand") (:form . "ligands") (:end . 134)\n (:start . 127) (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 135) (:start . 134)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s13.40) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504253@unknown@formal@none@1@S@Extracellular proteins tend to have much less natively disordered polypeptide and therefore the extracellular linear motifs such as N-glycosylation sites [35] and the integrin-binding RGD motif [36] usually occur within globular domains, most often residing in exposed loop regions.@(((:tag . "JJ") (:stem . "extracellular") (:form . "Extracellular")\n (:end . 13) (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 22)\n (:start . 14) (:id . 43))\n ((:tag . "VBP") (:stem . "tend") (:form . "tend") (:end . 27) (:start . 23)\n (:id . 44))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 30) (:start . 28)\n (:id . 45))\n ((:tag . "VB") (:stem . "have") (:form . "have") (:end . 35) (:start . 31)\n (:id . 46))\n ((:tag . "RB") (:stem . "much") (:form . "much") (:end . 40) (:start . 36)\n (:id . 47))\n ((:tag . "RBR") (:stem . "less") (:form . "less") (:end . 45) (:start . 41)\n (:id . 48))\n ((:tag . "RB") (:stem . "natively") (:form . "natively") (:end . 54)\n (:start . 46) (:id . 49))\n ((:tag . "VBN") (:stem . "disorder") (:form . "disordered") (:end . 65)\n (:start . 55) (:id . 50))\n ((:tag . "NN") (:stem . "polypeptide") (:form . "polypeptide") (:end . 77)\n (:start . 66) (:id . 51))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 81) (:start . 78)\n (:id . 52))\n ((:tag . "RB") (:stem . "therefore") (:form . "therefore") (:end . 91)\n (:start . 82) (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 95) (:start . 92)\n (:id . 54))\n ((:tag . "JJ") (:stem . "extracellular") (:form . "extracellular")\n (:end . 109) (:start . 96) (:id . 55))\n ((:tag . "JJ") (:stem . "linear") (:form . "linear") (:end . 116)\n (:start . 110) (:id . 56))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 123)\n (:start . 117) (:id . 57))\n ((:tag . "JJ") (:stem . "such") (:form . "such") (:end . 128) (:start . 124)\n (:id . 58))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 131) (:start . 129)\n (:id . 59))\n ((:tag . "NN") (:stem . "n-glycosylation") (:form . "N-glycosylation")\n (:end . 147) (:start . 132) (:id . 60))\n ((:tag . "NNS") (:stem . "site") (:form . "sites") (:end . 153)\n (:start . 148) (:id . 61))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 155) (:start . 154)\n (:id . 62))\n ((:tag . "CD") (:stem . "35") (:form . "35") (:end . 157) (:start . 155)\n (:id . 63))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 158) (:start . 157)\n (:id . 64))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 162) (:start . 159)\n (:id . 65))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 166) (:start . 163)\n (:id . 66))\n ((:tag . "JJ") (:stem . "integrin-binding") (:form . "integrin-binding")\n (:end . 183) (:start . 167) (:id . 67))\n ((:tag . "NNP") (:stem . "RGD") (:form . "RGD") (:end . 187) (:start . 184)\n (:id . 68))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 193)\n (:start . 188) (:id . 69))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 195) (:start . 194)\n (:id . 70))\n ((:tag . "CD") (:stem . "36") (:form . "36") (:end . 197) (:start . 195)\n (:id . 71))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 198) (:start . 197)\n (:id . 72))\n ((:tag . "RB") (:stem . "usually") (:form . "usually") (:end . 206)\n (:start . 199) (:id . 73))\n ((:tag . "VBP") (:stem . "occur") (:form . "occur") (:end . 212)\n (:start . 207) (:id . 74))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 219)\n (:start . 213) (:id . 75))\n ((:tag . "JJ") (:stem . "globular") (:form . "globular") (:end . 228)\n (:start . 220) (:id . 76))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 236)\n (:start . 229) (:id . 77))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 237) (:start . 236)\n (:id . 78))\n ((:tag . "RBS") (:stem . "most") (:form . "most") (:end . 242) (:start . 238)\n (:id . 79))\n ((:tag . "RB") (:stem . "often") (:form . "often") (:end . 248)\n (:start . 243) (:id . 80))\n ((:tag . "VBG") (:stem . "reside") (:form . "residing") (:end . 257)\n (:start . 249) (:id . 81))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 260) (:start . 258)\n (:id . 82))\n ((:tag . "VBN") (:stem . "expose") (:form . "exposed") (:end . 268)\n (:start . 261) (:id . 83))\n ((:tag . "NN") (:stem . "loop") (:form . "loop") (:end . 273) (:start . 269)\n (:id . 84))\n ((:tag . "NNS") (:stem . "region") (:form . "regions") (:end . 281)\n (:start . 274) (:id . 85))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 282) (:start . 281)\n (:id . 86)))@@@1@45@((:identifiers (:sid . :s13.41) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504254@unknown@formal@none@1@S@LMs are also regularly found in globular regions of intracellular proteins - for example phosphorylation sites are common in flexible loops [37].@(((:tag . "NNS") (:stem . "lm") (:form . "LMs") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 12) (:start . 8)\n (:id . 44))\n ((:tag . "RB") (:stem . "regularly") (:form . "regularly") (:end . 22)\n (:start . 13) (:id . 45))\n ((:tag . "VBN") (:stem . "find") (:form . "found") (:end . 28) (:start . 23)\n (:id . 46))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 31) (:start . 29)\n (:id . 47))\n ((:tag . "JJ") (:stem . "globular") (:form . "globular") (:end . 40)\n (:start . 32) (:id . 48))\n ((:tag . "NNS") (:stem . "region") (:form . "regions") (:end . 48)\n (:start . 41) (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 51) (:start . 49)\n (:id . 50))\n ((:tag . "JJ") (:stem . "intracellular") (:form . "intracellular")\n (:end . 65) (:start . 52) (:id . 51))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 74)\n (:start . 66) (:id . 52))\n ((:tag . ":") (:stem . "-") (:form . "-") (:end . 76) (:start . 75)\n (:id . 53))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 80) (:start . 77)\n (:id . 54))\n ((:tag . "NN") (:stem . "example") (:form . "example") (:end . 88)\n (:start . 81) (:id . 55))\n ((:tag . "NN") (:stem . "phosphorylation") (:form . "phosphorylation")\n (:end . 104) (:start . 89) (:id . 56))\n ((:tag . "NNS") (:stem . "site") (:form . "sites") (:end . 110)\n (:start . 105) (:id . 57))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 114) (:start . 111)\n (:id . 58))\n ((:tag . "JJ") (:stem . "common") (:form . "common") (:end . 121)\n (:start . 115) (:id . 59))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 124) (:start . 122)\n (:id . 60))\n ((:tag . "JJ") (:stem . "flexible") (:form . "flexible") (:end . 133)\n (:start . 125) (:id . 61))\n ((:tag . "NNS") (:stem . "loop") (:form . "loops") (:end . 139)\n (:start . 134) (:id . 62))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 141) (:start . 140)\n (:id . 63))\n ((:tag . "CD") (:stem . "37") (:form . "37") (:end . 143) (:start . 141)\n (:id . 64))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 144) (:start . 143)\n (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 145) (:start . 144)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s13.42) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504255@unknown@formal@none@1@S@However, close inspection of the literature also reveals many instances of candidate motifs falsely reported as functional on the basis of loss of function mutagenesis and out-of-context peptide-binding experiments, despite the motif being well structured and sometimes deeply buried in a globular domain [38-41].@(((:tag . "RB") (:stem . "however") (:form . "However") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "JJ") (:stem . "close") (:form . "close") (:end . 14) (:start . 9)\n (:id . 44))\n ((:tag . "NN") (:stem . "inspection") (:form . "inspection") (:end . 25)\n (:start . 15) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 28) (:start . 26)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 32) (:start . 29)\n (:id . 47))\n ((:tag . "NN") (:stem . "literature") (:form . "literature") (:end . 43)\n (:start . 33) (:id . 48))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 48) (:start . 44)\n (:id . 49))\n ((:tag . "VBZ") (:stem . "reveal") (:form . "reveals") (:end . 56)\n (:start . 49) (:id . 50))\n ((:tag . "JJ") (:stem . "many") (:form . "many") (:end . 61) (:start . 57)\n (:id . 51))\n ((:tag . "NNS") (:stem . "instance") (:form . "instances") (:end . 71)\n (:start . 62) (:id . 52))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 74) (:start . 72)\n (:id . 53))\n ((:tag . "NN") (:stem . "candidate") (:form . "candidate") (:end . 84)\n (:start . 75) (:id . 54))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 91)\n (:start . 85) (:id . 55))\n ((:tag . "RB") (:stem . "falsely") (:form . "falsely") (:end . 99)\n (:start . 92) (:id . 56))\n ((:tag . "VBD") (:stem . "report") (:form . "reported") (:end . 108)\n (:start . 100) (:id . 57))\n ((:tag . "RB") (:stem . "as") (:form . "as") (:end . 111) (:start . 109)\n (:id . 58))\n ((:tag . "JJ") (:stem . "functional") (:form . "functional") (:end . 122)\n (:start . 112) (:id . 59))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 125) (:start . 123)\n (:id . 60))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 129) (:start . 126)\n (:id . 61))\n ((:tag . "NN") (:stem . "basis") (:form . "basis") (:end . 135)\n (:start . 130) (:id . 62))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 138) (:start . 136)\n (:id . 63))\n ((:tag . "NN") (:stem . "loss") (:form . "loss") (:end . 143) (:start . 139)\n (:id . 64))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 146) (:start . 144)\n (:id . 65))\n ((:tag . "NN") (:stem . "function") (:form . "function") (:end . 155)\n (:start . 147) (:id . 66))\n ((:tag . "NN") (:stem . "mutagenesis") (:form . "mutagenesis") (:end . 167)\n (:start . 156) (:id . 67))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 171) (:start . 168)\n (:id . 68))\n ((:tag . "JJ") (:stem . "out-of-context") (:form . "out-of-context")\n (:end . 186) (:start . 172) (:id . 69))\n ((:tag . "JJ") (:stem . "peptide-binding") (:form . "peptide-binding")\n (:end . 202) (:start . 187) (:id . 70))\n ((:tag . "NNS") (:stem . "experiment") (:form . "experiments") (:end . 214)\n (:start . 203) (:id . 71))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 215) (:start . 214)\n (:id . 72))\n ((:tag . "IN") (:stem . "despite") (:form . "despite") (:end . 223)\n (:start . 216) (:id . 73))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 227) (:start . 224)\n (:id . 74))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 233)\n (:start . 228) (:id . 75))\n ((:tag . "VBG") (:stem . "be") (:form . "being") (:end . 239) (:start . 234)\n (:id . 76))\n ((:tag . "RB") (:stem . "well") (:form . "well") (:end . 244) (:start . 240)\n (:id . 77))\n ((:tag . "VBN") (:stem . "structure") (:form . "structured") (:end . 255)\n (:start . 245) (:id . 78))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 259) (:start . 256)\n (:id . 79))\n ((:tag . "RB") (:stem . "sometimes") (:form . "sometimes") (:end . 269)\n (:start . 260) (:id . 80))\n ((:tag . "RB") (:stem . "deeply") (:form . "deeply") (:end . 276)\n (:start . 270) (:id . 81))\n ((:tag . "VBN") (:stem . "bury") (:form . "buried") (:end . 283)\n (:start . 277) (:id . 82))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 286) (:start . 284)\n (:id . 83))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 288) (:start . 287)\n (:id . 84))\n ((:tag . "JJ") (:stem . "globular") (:form . "globular") (:end . 297)\n (:start . 289) (:id . 85))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 304)\n (:start . 298) (:id . 86))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 306) (:start . 305)\n (:id . 87))\n ((:tag . "CD") (:stem . "38-41") (:form . "38-41") (:end . 311)\n (:start . 306) (:id . 88))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 312) (:start . 311)\n (:id . 89))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 313) (:start . 312)\n (:id . 90)))@@@1@49@((:identifiers (:sid . :s13.43) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504256@unknown@formal@none@1@S@This observation suggests that stringent examination of motif structural context should be an essential processing step for experimental analysis.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "observation") (:form . "observation") (:end . 16)\n (:start . 5) (:id . 43))\n ((:tag . "VBZ") (:stem . "suggest") (:form . "suggests") (:end . 25)\n (:start . 17) (:id . 44))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 30) (:start . 26)\n (:id . 45))\n ((:tag . "JJ") (:stem . "stringent") (:form . "stringent") (:end . 40)\n (:start . 31) (:id . 46))\n ((:tag . "NN") (:stem . "examination") (:form . "examination") (:end . 52)\n (:start . 41) (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 55) (:start . 53)\n (:id . 48))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 61) (:start . 56)\n (:id . 49))\n ((:tag . "JJ") (:stem . "structural") (:form . "structural") (:end . 72)\n (:start . 62) (:id . 50))\n ((:tag . "NN") (:stem . "context") (:form . "context") (:end . 80)\n (:start . 73) (:id . 51))\n ((:tag . "MD") (:stem . "should") (:form . "should") (:end . 87)\n (:start . 81) (:id . 52))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 90) (:start . 88)\n (:id . 53))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 93) (:start . 91)\n (:id . 54))\n ((:tag . "JJ") (:stem . "essential") (:form . "essential") (:end . 103)\n (:start . 94) (:id . 55))\n ((:tag . "NN") (:stem . "processing") (:form . "processing") (:end . 114)\n (:start . 104) (:id . 56))\n ((:tag . "NN") (:stem . "step") (:form . "step") (:end . 119) (:start . 115)\n (:id . 57))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 123) (:start . 120)\n (:id . 58))\n ((:tag . "JJ") (:stem . "experimental") (:form . "experimental") (:end . 136)\n (:start . 124) (:id . 59))\n ((:tag . "NN") (:stem . "analysis") (:form . "analysis") (:end . 145)\n (:start . 137) (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 146) (:start . 145)\n (:id . 61)))@@@1@20@((:hcues ((:id . :x13.44.1) (:span 81 87)) ((:id . :x13.44.2) (:span 17 25)))\n (:hscopes ((:id . :x13.44.1) (:span 81 145))\n ((:id . :x13.44.2) (:span 17 145)))\n (:identifiers (:sid . :s13.44) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504257@unknown@formal@none@1@S@It also advocates the importance of high quality tools to identify such cases, as the cost associated with failure is detrimental both in terms of effort and quality of the literature.@(((:tag . "PRP") (:stem . "it") (:form . "It") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "advocate") (:form . "advocates") (:end . 17)\n (:start . 8) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 21) (:start . 18)\n (:id . 45))\n ((:tag . "NN") (:stem . "importance") (:form . "importance") (:end . 32)\n (:start . 22) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 35) (:start . 33)\n (:id . 47))\n ((:tag . "JJ") (:stem . "high") (:form . "high") (:end . 40) (:start . 36)\n (:id . 48))\n ((:tag . "NN") (:stem . "quality") (:form . "quality") (:end . 48)\n (:start . 41) (:id . 49))\n ((:tag . "NNS") (:stem . "tool") (:form . "tools") (:end . 54) (:start . 49)\n (:id . 50))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 57) (:start . 55)\n (:id . 51))\n ((:tag . "VB") (:stem . "identify") (:form . "identify") (:end . 66)\n (:start . 58) (:id . 52))\n ((:tag . "JJ") (:stem . "such") (:form . "such") (:end . 71) (:start . 67)\n (:id . 53))\n ((:tag . "NNS") (:stem . "case") (:form . "cases") (:end . 77) (:start . 72)\n (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 78) (:start . 77)\n (:id . 55))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 81) (:start . 79)\n (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 85) (:start . 82)\n (:id . 57))\n ((:tag . "NN") (:stem . "cost") (:form . "cost") (:end . 90) (:start . 86)\n (:id . 58))\n ((:tag . "VBN") (:stem . "associate") (:form . "associated") (:end . 101)\n (:start . 91) (:id . 59))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 106) (:start . 102)\n (:id . 60))\n ((:tag . "NN") (:stem . "failure") (:form . "failure") (:end . 114)\n (:start . 107) (:id . 61))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 117) (:start . 115)\n (:id . 62))\n ((:tag . "JJ") (:stem . "detrimental") (:form . "detrimental") (:end . 129)\n (:start . 118) (:id . 63))\n ((:tag . "CC") (:stem . "both") (:form . "both") (:end . 134) (:start . 130)\n (:id . 64))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 137) (:start . 135)\n (:id . 65))\n ((:tag . "NNS") (:stem . "term") (:form . "terms") (:end . 143)\n (:start . 138) (:id . 66))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 146) (:start . 144)\n (:id . 67))\n ((:tag . "NN") (:stem . "effort") (:form . "effort") (:end . 153)\n (:start . 147) (:id . 68))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 157) (:start . 154)\n (:id . 69))\n ((:tag . "NN") (:stem . "quality") (:form . "quality") (:end . 165)\n (:start . 158) (:id . 70))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 168) (:start . 166)\n (:id . 71))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 172) (:start . 169)\n (:id . 72))\n ((:tag . "NN") (:stem . "literature") (:form . "literature") (:end . 183)\n (:start . 173) (:id . 73))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 184) (:start . 183)\n (:id . 74)))@@@1@33@((:hcues ((:id . :x13.45.1) (:span 8 17)))\n (:hscopes ((:id . :x13.45.1) (:span 8 77)))\n (:identifiers (:sid . :s13.45) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504258@unknown@formal@none@1@S@Despite this, neither the ELM globular domain classification nor the MnM surface prediction score take advantage of all the information available to them in the form of the plethora of experimentally solved protein structures.@(((:tag . "IN") (:stem . "despite") (:form . "Despite") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 12) (:start . 8)\n (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 13) (:start . 12)\n (:id . 44))\n ((:tag . "CC") (:stem . "neither") (:form . "neither") (:end . 21)\n (:start . 14) (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 25) (:start . 22)\n (:id . 46))\n ((:tag . "NNP") (:stem . "ELM") (:form . "ELM") (:end . 29) (:start . 26)\n (:id . 47))\n ((:tag . "JJ") (:stem . "globular") (:form . "globular") (:end . 38)\n (:start . 30) (:id . 48))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 45)\n (:start . 39) (:id . 49))\n ((:tag . "NN") (:stem . "classification") (:form . "classification")\n (:end . 60) (:start . 46) (:id . 50))\n ((:tag . "CC") (:stem . "nor") (:form . "nor") (:end . 64) (:start . 61)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 68) (:start . 65)\n (:id . 52))\n ((:tag . "NNP") (:stem . "MnM") (:form . "MnM") (:end . 72) (:start . 69)\n (:id . 53))\n ((:tag . "NN") (:stem . "surface") (:form . "surface") (:end . 80)\n (:start . 73) (:id . 54))\n ((:tag . "NN") (:stem . "prediction") (:form . "prediction") (:end . 91)\n (:start . 81) (:id . 55))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 97) (:start . 92)\n (:id . 56))\n ((:tag . "VBP") (:stem . "take") (:form . "take") (:end . 102) (:start . 98)\n (:id . 57))\n ((:tag . "NN") (:stem . "advantage") (:form . "advantage") (:end . 112)\n (:start . 103) (:id . 58))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 115) (:start . 113)\n (:id . 59))\n ((:tag . "PDT") (:stem . "all") (:form . "all") (:end . 119) (:start . 116)\n (:id . 60))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 123) (:start . 120)\n (:id . 61))\n ((:tag . "NN") (:stem . "information") (:form . "information") (:end . 135)\n (:start . 124) (:id . 62))\n ((:tag . "JJ") (:stem . "available") (:form . "available") (:end . 145)\n (:start . 136) (:id . 63))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 148) (:start . 146)\n (:id . 64))\n ((:tag . "PRP") (:stem . "them") (:form . "them") (:end . 153) (:start . 149)\n (:id . 65))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 156) (:start . 154)\n (:id . 66))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 160) (:start . 157)\n (:id . 67))\n ((:tag . "NN") (:stem . "form") (:form . "form") (:end . 165) (:start . 161)\n (:id . 68))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 168) (:start . 166)\n (:id . 69))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 172) (:start . 169)\n (:id . 70))\n ((:tag . "NN") (:stem . "plethora") (:form . "plethora") (:end . 181)\n (:start . 173) (:id . 71))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 184) (:start . 182)\n (:id . 72))\n ((:tag . "RB") (:stem . "experimentally") (:form . "experimentally")\n (:end . 199) (:start . 185) (:id . 73))\n ((:tag . "VBN") (:stem . "solve") (:form . "solved") (:end . 206)\n (:start . 200) (:id . 74))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 214)\n (:start . 207) (:id . 75))\n ((:tag . "NNS") (:stem . "structure") (:form . "structures") (:end . 225)\n (:start . 215) (:id . 76))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 226) (:start . 225)\n (:id . 77)))@@@1@36@((:identifiers (:sid . :s13.46) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504259@unknown@formal@none@1@S@ELM globular domain classification is overly strict, classifying motifs occurring in these regions as low confidence.@(((:tag . "NNP") (:stem . "ELM") (:form . "ELM") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "globular") (:form . "globular") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 19)\n (:start . 13) (:id . 44))\n ((:tag . "NN") (:stem . "classification") (:form . "classification")\n (:end . 34) (:start . 20) (:id . 45))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 37) (:start . 35)\n (:id . 46))\n ((:tag . "RB") (:stem . "overly") (:form . "overly") (:end . 44)\n (:start . 38) (:id . 47))\n ((:tag . "JJ") (:stem . "strict") (:form . "strict") (:end . 51)\n (:start . 45) (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 52) (:start . 51)\n (:id . 49))\n ((:tag . "VBG") (:stem . "classify") (:form . "classifying") (:end . 64)\n (:start . 53) (:id . 50))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 71)\n (:start . 65) (:id . 51))\n ((:tag . "VBG") (:stem . "occur") (:form . "occurring") (:end . 81)\n (:start . 72) (:id . 52))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 84) (:start . 82)\n (:id . 53))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 90) (:start . 85)\n (:id . 54))\n ((:tag . "NNS") (:stem . "region") (:form . "regions") (:end . 98)\n (:start . 91) (:id . 55))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 101) (:start . 99)\n (:id . 56))\n ((:tag . "JJ") (:stem . "low") (:form . "low") (:end . 105) (:start . 102)\n (:id . 57))\n ((:tag . "NN") (:stem . "confidence") (:form . "confidence") (:end . 116)\n (:start . 106) (:id . 58))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 117) (:start . 116)\n (:id . 59)))@@@1@18@((:identifiers (:sid . :s13.47) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504260@unknown@formal@none@1@S@The MnM surface prediction score uses primary sequence based prediction both in those cases where a structure is available and in regions where a disorder predictor will render secondary structure prediction unnecessary.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "MnM") (:form . "MnM") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "surface") (:form . "surface") (:end . 15)\n (:start . 8) (:id . 44))\n ((:tag . "NN") (:stem . "prediction") (:form . "prediction") (:end . 26)\n (:start . 16) (:id . 45))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 32) (:start . 27)\n (:id . 46))\n ((:tag . "VBZ") (:stem . "use") (:form . "uses") (:end . 37) (:start . 33)\n (:id . 47))\n ((:tag . "JJ") (:stem . "primary") (:form . "primary") (:end . 45)\n (:start . 38) (:id . 48))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 54)\n (:start . 46) (:id . 49))\n ((:tag . "JJ") (:stem . "based") (:form . "based") (:end . 60) (:start . 55)\n (:id . 50))\n ((:tag . "NN") (:stem . "prediction") (:form . "prediction") (:end . 71)\n (:start . 61) (:id . 51))\n ((:tag . "CC") (:stem . "both") (:form . "both") (:end . 76) (:start . 72)\n (:id . 52))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 79) (:start . 77)\n (:id . 53))\n ((:tag . "DT") (:stem . "those") (:form . "those") (:end . 85) (:start . 80)\n (:id . 54))\n ((:tag . "NNS") (:stem . "case") (:form . "cases") (:end . 91) (:start . 86)\n (:id . 55))\n ((:tag . "WRB") (:stem . "where") (:form . "where") (:end . 97) (:start . 92)\n (:id . 56))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 99) (:start . 98)\n (:id . 57))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 109)\n (:start . 100) (:id . 58))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 112) (:start . 110)\n (:id . 59))\n ((:tag . "JJ") (:stem . "available") (:form . "available") (:end . 122)\n (:start . 113) (:id . 60))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 126) (:start . 123)\n (:id . 61))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 129) (:start . 127)\n (:id . 62))\n ((:tag . "NNS") (:stem . "region") (:form . "regions") (:end . 137)\n (:start . 130) (:id . 63))\n ((:tag . "WRB") (:stem . "where") (:form . "where") (:end . 143)\n (:start . 138) (:id . 64))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 145) (:start . 144)\n (:id . 65))\n ((:tag . "NN") (:stem . "disorder") (:form . "disorder") (:end . 154)\n (:start . 146) (:id . 66))\n ((:tag . "NN") (:stem . "predictor") (:form . "predictor") (:end . 164)\n (:start . 155) (:id . 67))\n ((:tag . "MD") (:stem . "will") (:form . "will") (:end . 169) (:start . 165)\n (:id . 68))\n ((:tag . "VB") (:stem . "render") (:form . "render") (:end . 176)\n (:start . 170) (:id . 69))\n ((:tag . "JJ") (:stem . "secondary") (:form . "secondary") (:end . 186)\n (:start . 177) (:id . 70))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 196)\n (:start . 187) (:id . 71))\n ((:tag . "NN") (:stem . "prediction") (:form . "prediction") (:end . 207)\n (:start . 197) (:id . 72))\n ((:tag . "JJ") (:stem . "unnecessary") (:form . "unnecessary") (:end . 219)\n (:start . 208) (:id . 73))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 220) (:start . 219)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s13.48) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504261@unknown@formal@none@1@S@In the present manuscript, we address the issue of LM accessibility when the matches occur within globular domains for which a reference three-dimensional (3D) structure is available.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "JJ") (:stem . "present") (:form . "present") (:end . 14)\n (:start . 7) (:id . 44))\n ((:tag . "NN") (:stem . "manuscript") (:form . "manuscript") (:end . 25)\n (:start . 15) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 26) (:start . 25)\n (:id . 46))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 29) (:start . 27)\n (:id . 47))\n ((:tag . "VBP") (:stem . "address") (:form . "address") (:end . 37)\n (:start . 30) (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 41) (:start . 38)\n (:id . 49))\n ((:tag . "NN") (:stem . "issue") (:form . "issue") (:end . 47) (:start . 42)\n (:id . 50))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 50) (:start . 48)\n (:id . 51))\n ((:tag . "NNP") (:stem . "LM") (:form . "LM") (:end . 53) (:start . 51)\n (:id . 52))\n ((:tag . "NN") (:stem . "accessibility") (:form . "accessibility")\n (:end . 67) (:start . 54) (:id . 53))\n ((:tag . "WRB") (:stem . "when") (:form . "when") (:end . 72) (:start . 68)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 76) (:start . 73)\n (:id . 55))\n ((:tag . "NNS") (:stem . "match") (:form . "matches") (:end . 84)\n (:start . 77) (:id . 56))\n ((:tag . "VBP") (:stem . "occur") (:form . "occur") (:end . 90) (:start . 85)\n (:id . 57))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 97)\n (:start . 91) (:id . 58))\n ((:tag . "JJ") (:stem . "globular") (:form . "globular") (:end . 106)\n (:start . 98) (:id . 59))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 114)\n (:start . 107) (:id . 60))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 118) (:start . 115)\n (:id . 61))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 124)\n (:start . 119) (:id . 62))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 126) (:start . 125)\n (:id . 63))\n ((:tag . "NN") (:stem . "reference") (:form . "reference") (:end . 136)\n (:start . 127) (:id . 64))\n ((:tag . "JJ") (:stem . "three-dimensional") (:form . "three-dimensional")\n (:end . 154) (:start . 137) (:id . 65))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 156) (:start . 155)\n (:id . 66))\n ((:tag . "NN") (:stem . "3d") (:form . "3D") (:end . 158) (:start . 156)\n (:id . 67))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 159) (:start . 158)\n (:id . 68))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 169)\n (:start . 160) (:id . 69))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 172) (:start . 170)\n (:id . 70))\n ((:tag . "JJ") (:stem . "available") (:form . "available") (:end . 182)\n (:start . 173) (:id . 71))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 183) (:start . 182)\n (:id . 72)))@@@1@31@((:identifiers (:sid . :s13.49) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504262@unknown@formal@none@1@S@Development and calibration of a structure filter is currently not straightforward as there are relatively few available structures for most motif classes (an obvious exception being N-glycosylation sites), placing limitations on the training and benchmarking possibilities.@(((:tag . "NNP") (:stem . "Development") (:form . "Development") (:end . 11)\n (:start . 0) (:id . 42))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 15) (:start . 12)\n (:id . 43))\n ((:tag . "NN") (:stem . "calibration") (:form . "calibration") (:end . 27)\n (:start . 16) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 30) (:start . 28)\n (:id . 45))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 32) (:start . 31)\n (:id . 46))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 42)\n (:start . 33) (:id . 47))\n ((:tag . "NN") (:stem . "filter") (:form . "filter") (:end . 49)\n (:start . 43) (:id . 48))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 52) (:start . 50)\n (:id . 49))\n ((:tag . "RB") (:stem . "currently") (:form . "currently") (:end . 62)\n (:start . 53) (:id . 50))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 66) (:start . 63)\n (:id . 51))\n ((:tag . "VB") (:stem . "straightforward") (:form . "straightforward")\n (:end . 82) (:start . 67) (:id . 52))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 85) (:start . 83)\n (:id . 53))\n ((:tag . "EX") (:stem . "there") (:form . "there") (:end . 91) (:start . 86)\n (:id . 54))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 95) (:start . 92)\n (:id . 55))\n ((:tag . "RB") (:stem . "relatively") (:form . "relatively") (:end . 106)\n (:start . 96) (:id . 56))\n ((:tag . "JJ") (:stem . "few") (:form . "few") (:end . 110) (:start . 107)\n (:id . 57))\n ((:tag . "JJ") (:stem . "available") (:form . "available") (:end . 120)\n (:start . 111) (:id . 58))\n ((:tag . "NNS") (:stem . "structure") (:form . "structures") (:end . 131)\n (:start . 121) (:id . 59))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 135) (:start . 132)\n (:id . 60))\n ((:tag . "JJS") (:stem . "most") (:form . "most") (:end . 140) (:start . 136)\n (:id . 61))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 146)\n (:start . 141) (:id . 62))\n ((:tag . "NNS") (:stem . "class") (:form . "classes") (:end . 154)\n (:start . 147) (:id . 63))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 156) (:start . 155)\n (:id . 64))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 158) (:start . 156)\n (:id . 65))\n ((:tag . "JJ") (:stem . "obvious") (:form . "obvious") (:end . 166)\n (:start . 159) (:id . 66))\n ((:tag . "NN") (:stem . "exception") (:form . "exception") (:end . 176)\n (:start . 167) (:id . 67))\n ((:tag . "VBG") (:stem . "be") (:form . "being") (:end . 182) (:start . 177)\n (:id . 68))\n ((:tag . "NN") (:stem . "n-glycosylation") (:form . "N-glycosylation")\n (:end . 198) (:start . 183) (:id . 69))\n ((:tag . "NNS") (:stem . "site") (:form . "sites") (:end . 204)\n (:start . 199) (:id . 70))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 205) (:start . 204)\n (:id . 71))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 206) (:start . 205)\n (:id . 72))\n ((:tag . "VBG") (:stem . "place") (:form . "placing") (:end . 214)\n (:start . 207) (:id . 73))\n ((:tag . "NNS") (:stem . "limitation") (:form . "limitations") (:end . 226)\n (:start . 215) (:id . 74))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 229) (:start . 227)\n (:id . 75))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 233) (:start . 230)\n (:id . 76))\n ((:tag . "NN") (:stem . "training") (:form . "training") (:end . 242)\n (:start . 234) (:id . 77))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 246) (:start . 243)\n (:id . 78))\n ((:tag . "VBG") (:stem . "benchmarke") (:form . "benchmarking") (:end . 259)\n (:start . 247) (:id . 79))\n ((:tag . "NNS") (:stem . "possibility") (:form . "possibilities")\n (:end . 273) (:start . 260) (:id . 80))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 274) (:start . 273)\n (:id . 81)))@@@1@40@((:identifiers (:sid . :s13.50) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504263@unknown@formal@none@1@S@Nevertheless, we have been able to develop a protocol in which reference domain structures are selected and then the matched motifs evaluated using accessibility and secondary structure parameters.@(((:tag . "RB") (:stem . "nevertheless") (:form . "Nevertheless") (:end . 12)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 13) (:start . 12)\n (:id . 43))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 16) (:start . 14)\n (:id . 44))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 21) (:start . 17)\n (:id . 45))\n ((:tag . "VBN") (:stem . "be") (:form . "been") (:end . 26) (:start . 22)\n (:id . 46))\n ((:tag . "JJ") (:stem . "able") (:form . "able") (:end . 31) (:start . 27)\n (:id . 47))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 34) (:start . 32)\n (:id . 48))\n ((:tag . "VB") (:stem . "develop") (:form . "develop") (:end . 42)\n (:start . 35) (:id . 49))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 44) (:start . 43)\n (:id . 50))\n ((:tag . "NN") (:stem . "protocol") (:form . "protocol") (:end . 53)\n (:start . 45) (:id . 51))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 56) (:start . 54)\n (:id . 52))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 62) (:start . 57)\n (:id . 53))\n ((:tag . "NN") (:stem . "reference") (:form . "reference") (:end . 72)\n (:start . 63) (:id . 54))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 79)\n (:start . 73) (:id . 55))\n ((:tag . "NNS") (:stem . "structure") (:form . "structures") (:end . 90)\n (:start . 80) (:id . 56))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 94) (:start . 91)\n (:id . 57))\n ((:tag . "VBN") (:stem . "select") (:form . "selected") (:end . 103)\n (:start . 95) (:id . 58))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 107) (:start . 104)\n (:id . 59))\n ((:tag . "RB") (:stem . "then") (:form . "then") (:end . 112) (:start . 108)\n (:id . 60))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 116) (:start . 113)\n (:id . 61))\n ((:tag . "JJ") (:stem . "matched") (:form . "matched") (:end . 124)\n (:start . 117) (:id . 62))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 131)\n (:start . 125) (:id . 63))\n ((:tag . "VBN") (:stem . "evaluate") (:form . "evaluated") (:end . 141)\n (:start . 132) (:id . 64))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 147) (:start . 142)\n (:id . 65))\n ((:tag . "NN") (:stem . "accessibility") (:form . "accessibility")\n (:end . 161) (:start . 148) (:id . 66))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 165) (:start . 162)\n (:id . 67))\n ((:tag . "JJ") (:stem . "secondary") (:form . "secondary") (:end . 175)\n (:start . 166) (:id . 68))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 185)\n (:start . 176) (:id . 69))\n ((:tag . "NNS") (:stem . "parameter") (:form . "parameters") (:end . 196)\n (:start . 186) (:id . 70))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 197) (:start . 196)\n (:id . 71)))@@@1@30@((:identifiers (:sid . :s13.51) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504264@unknown@formal@none@1@S@Benchmarking of the structure filter suggests that deeply buried LM candidates are unlikely to be functional, and that the likelihood of motif matches being valid functional sites improves with accessibility.@(((:tag . "VBG") (:stem . "benchmarke") (:form . "Benchmarking") (:end . 12)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 15) (:start . 13)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . 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(:end . 208) (:start . 207)\n (:id . 73)))@@@1@32@((:hcues ((:id . :x13.52.1) (:span 83 91)) ((:id . :x13.52.2) (:span 37 45)))\n (:hscopes ((:id . :x13.52.1) (:span 51 108))\n ((:id . :x13.52.2) (:span 37 207)))\n (:identifiers (:sid . :s13.52) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504265@unknown@formal@none@1@S@In this way, the new filter can aid researchers to decide whether they wish to invest effort inexperimentaltesting of candidate motifs.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "way") (:form . "way") (:end . 11) (:start . 8)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 16) (:start . 13)\n (:id . 46))\n ((:tag . "JJ") (:stem . 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(:end . 135) (:start . 134)\n (:id . 64)))@@@1@23@((:hcues ((:id . :x13.53.1) (:span 28 31)))\n (:hscopes ((:id . :x13.53.1) (:span 28 134)))\n (:identifiers (:sid . :s13.53) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504266@unknown@formal@none@1@S@The structure filter pipeline is implemented in a publicly available Python program accessible via a web-service interface [42].@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "filter") (:form . "filter") (:end . 20)\n (:start . 14) (:id . 44))\n ((:tag . "NN") (:stem . "pipeline") (:form . "pipeline") (:end . 29)\n (:start . 21) (:id . 45))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 32) (:start . 30)\n (:id . 46))\n ((:tag . "VBN") (:stem . "implement") (:form . 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"Results") (:end . 7)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s13.56) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5504269@unknown@formal@none@1@S@The ELM structure filter scoring scheme@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "ELM") (:form . "ELM") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 17)\n (:start . 8) (:id . 44))\n ((:tag . "NN") (:stem . "filter") (:form . "filter") (:end . 24)\n (:start . 18) (:id . 45))\n ((:tag . "NN") (:stem . "scoring") (:form . "scoring") (:end . 32)\n (:start . 25) (:id . 46))\n ((:tag . "NN") (:stem . "scheme") (:form . 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"to") (:end . 210) (:start . 208)\n (:id . 74))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 214) (:start . 211)\n (:id . 75))\n ((:tag . "NN") (:stem . "solvent") (:form . "solvent") (:end . 222)\n (:start . 215) (:id . 76))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 223) (:start . 222)\n (:id . 77)))@@@1@36@((:identifiers (:sid . :s13.59) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504272@unknown@formal@none@1@S@This observation was further supported by the comparison between the accessibility and secondary structure distributions of true motifs vs random matches (determined as described in Methods) in our datasets (Figure 3), which highlights that true motifs are on average more accessible than random matches (p-value = 1.9e-55); moreover, loops are more represented (p-value = 1.13e-35) in true motifs than in random matches and both alpha-helices and strands are less represented in true motifs than in random matches (p-value = 3.69e-12 and 2.66e-16, respectively).@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "observation") (:form . "observation") (:end . 16)\n (:start . 5) (:id . 43))\n ((:tag . 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"the") (:end . 678) (:start . 675)\n (:id . 189))\n ((:tag . "NNP") (:stem . "SCOP") (:form . "SCOP") (:end . 683) (:start . 679)\n (:id . 190))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 690)\n (:start . 684) (:id . 191))\n ((:tag . "NN") (:stem . "d1n26a1") (:form . "d1n26a1") (:end . 698)\n (:start . 691) (:id . 192))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 699) (:start . 698)\n (:id . 193)))@@@1@152@((:identifiers (:sid . :s13.64) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504277@unknown@formal@none@1@S@Secondary structure frequency and accessibility distribution for true motif instances and for random matches.@(((:tag . "JJ") (:stem . "secondary") (:form . "Secondary") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 19)\n (:start . 10) (:id . 43))\n ((:tag . "NN") (:stem . "frequency") (:form . "frequency") (:end . 29)\n (:start . 20) (:id . 44))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 33) (:start . 30)\n (:id . 45))\n ((:tag . "NN") (:stem . "accessibility") (:form . "accessibility")\n (:end . 47) (:start . 34) (:id . 46))\n ((:tag . "NN") (:stem . "distribution") (:form . "distribution") (:end . 60)\n (:start . 48) (:id . 47))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 64) (:start . 61)\n (:id . 48))\n ((:tag . "JJ") (:stem . "true") (:form . "true") (:end . 69) (:start . 65)\n (:id . 49))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 75) (:start . 70)\n (:id . 50))\n ((:tag . "NNS") (:stem . "instance") (:form . "instances") (:end . 85)\n (:start . 76) (:id . 51))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 89) (:start . 86)\n (:id . 52))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 93) (:start . 90)\n (:id . 53))\n ((:tag . "JJ") (:stem . "random") (:form . "random") (:end . 100)\n (:start . 94) (:id . 54))\n ((:tag . "NNS") (:stem . "match") (:form . "matches") (:end . 108)\n (:start . 101) (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 109) (:start . 108)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s13.65) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504278@unknown@formal@none@1@S@3a) Boxplots representing the accessibility distributions of true motif instances (orange) and of random matches (yellow), calculated for all motif positions (all positions), non-wildcard positions only (non-wildcard) and wildcard positions only (wildcard).@(((:tag . "LS") (:stem . "3a") (:form . "3a") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 43))\n ((:tag . "NNS") (:stem . "boxplot") (:form . "Boxplots") (:end . 12)\n (:start . 4) (:id . 44))\n ((:tag . "VBG") (:stem . "represent") (:form . "representing") (:end . 25)\n (:start . 13) (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 29) (:start . 26)\n (:id . 46))\n ((:tag . "NN") (:stem . "accessibility") (:form . "accessibility")\n (:end . 43) (:start . 30) (:id . 47))\n ((:tag . "NNS") (:stem . "distribution") (:form . "distributions")\n (:end . 57) (:start . 44) (:id . 48))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 60) (:start . 58)\n (:id . 49))\n ((:tag . "JJ") (:stem . "true") (:form . "true") (:end . 65) (:start . 61)\n (:id . 50))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 71) (:start . 66)\n (:id . 51))\n ((:tag . "NNS") (:stem . "instance") (:form . "instances") (:end . 81)\n (:start . 72) (:id . 52))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 83) (:start . 82)\n (:id . 53))\n ((:tag . "NN") (:stem . "orange") (:form . "orange") (:end . 89)\n (:start . 83) (:id . 54))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 90) (:start . 89)\n (:id . 55))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 94) (:start . 91)\n (:id . 56))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 97) (:start . 95)\n (:id . 57))\n ((:tag . "JJ") (:stem . "random") (:form . "random") (:end . 104)\n (:start . 98) (:id . 58))\n ((:tag . "NNS") (:stem . "match") (:form . "matches") (:end . 112)\n (:start . 105) (:id . 59))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 114) (:start . 113)\n (:id . 60))\n ((:tag . "JJ") (:stem . "yellow") (:form . "yellow") (:end . 120)\n (:start . 114) (:id . 61))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 121) (:start . 120)\n (:id . 62))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 122) (:start . 121)\n (:id . 63))\n ((:tag . "VBN") (:stem . "calculate") (:form . "calculated") (:end . 133)\n (:start . 123) (:id . 64))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 137) (:start . 134)\n (:id . 65))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 141) (:start . 138)\n (:id . 66))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 147)\n (:start . 142) (:id . 67))\n ((:tag . "NNS") (:stem . "position") (:form . "positions") (:end . 157)\n (:start . 148) (:id . 68))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 159) (:start . 158)\n (:id . 69))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 162) (:start . 159)\n (:id . 70))\n ((:tag . "NNS") (:stem . "position") (:form . "positions") (:end . 172)\n (:start . 163) (:id . 71))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 173) (:start . 172)\n (:id . 72))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 174) (:start . 173)\n (:id . 73))\n ((:tag . "JJ") (:stem . "non-wildcard") (:form . "non-wildcard") (:end . 187)\n (:start . 175) (:id . 74))\n ((:tag . "NNS") (:stem . "position") (:form . "positions") (:end . 197)\n (:start . 188) (:id . 75))\n ((:tag . "RB") (:stem . "only") (:form . "only") (:end . 202) (:start . 198)\n (:id . 76))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 204) (:start . 203)\n (:id . 77))\n ((:tag . "JJ") (:stem . "non-wildcard") (:form . "non-wildcard") (:end . 216)\n (:start . 204) (:id . 78))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 217) (:start . 216)\n (:id . 79))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 221) (:start . 218)\n (:id . 80))\n ((:tag . "JJ") (:stem . "wildcard") (:form . "wildcard") (:end . 230)\n (:start . 222) (:id . 81))\n ((:tag . "NNS") (:stem . "position") (:form . "positions") (:end . 240)\n (:start . 231) (:id . 82))\n ((:tag . "RB") (:stem . "only") (:form . "only") (:end . 245) (:start . 241)\n (:id . 83))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 247) (:start . 246)\n (:id . 84))\n ((:tag . "RB") (:stem . "wildcard") (:form . "wildcard") (:end . 255)\n (:start . 247) (:id . 85))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 256) (:start . 255)\n (:id . 86))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 257) (:start . 256)\n (:id . 87)))@@@1@46@((:identifiers (:sid . :s13.66) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504279@unknown@formal@none@1@S@The solid box lower and upper bounds represent the 25th and 75th percentile, respectively.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "solid") (:form . "solid") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "box") (:form . "box") (:end . 13) (:start . 10)\n (:id . 44))\n ((:tag . "JJR") (:stem . "low") (:form . "lower") (:end . 19) (:start . 14)\n (:id . 45))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 23) (:start . 20)\n (:id . 46))\n ((:tag . "JJ") (:stem . "upper") (:form . "upper") (:end . 29) (:start . 24)\n (:id . 47))\n ((:tag . "NNS") (:stem . "bound") (:form . "bounds") (:end . 36)\n (:start . 30) (:id . 48))\n ((:tag . "VBP") (:stem . "represent") (:form . "represent") (:end . 46)\n (:start . 37) (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 50) (:start . 47)\n (:id . 50))\n ((:tag . "JJ") (:stem . "25th") (:form . "25th") (:end . 55) (:start . 51)\n (:id . 51))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 59) (:start . 56)\n (:id . 52))\n ((:tag . "JJ") (:stem . "75th") (:form . "75th") (:end . 64) (:start . 60)\n (:id . 53))\n ((:tag . "NN") (:stem . "percentile") (:form . "percentile") (:end . 75)\n (:start . 65) (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 76) (:start . 75)\n (:id . 55))\n ((:tag . "RB") (:stem . "respectively") (:form . "respectively") (:end . 89)\n (:start . 77) (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 90) (:start . 89)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s13.67) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504280@unknown@formal@none@1@S@Circles represent outliers; 3b) frequencies of each secondary structure element type in true motif instances and in random matches, calculated for all motif positions, for non-wildcard positions only and for wildcard positions only.@(((:tag . "NNS") (:stem . "circle") (:form . "Circles") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "VBP") (:stem . "represent") (:form . "represent") (:end . 17)\n (:start . 8) (:id . 43))\n ((:tag . "NNS") (:stem . "outlier") (:form . "outliers") (:end . 26)\n (:start . 18) (:id . 44))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 27) (:start . 26)\n (:id . 45))\n ((:tag . "LS") (:stem . "3b") (:form . "3b") (:end . 30) (:start . 28)\n (:id . 46))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 31) (:start . 30)\n (:id . 47))\n ((:tag . "NNS") (:stem . "frequency") (:form . "frequencies") (:end . 43)\n (:start . 32) (:id . 48))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 46) (:start . 44)\n (:id . 49))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 51) (:start . 47)\n (:id . 50))\n ((:tag . "JJ") (:stem . "secondary") (:form . "secondary") (:end . 61)\n (:start . 52) (:id . 51))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 71)\n (:start . 62) (:id . 52))\n ((:tag . "NN") (:stem . "element") (:form . "element") (:end . 79)\n (:start . 72) (:id . 53))\n ((:tag . "NN") (:stem . "type") (:form . "type") (:end . 84) (:start . 80)\n (:id . 54))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 87) (:start . 85)\n (:id . 55))\n ((:tag . "JJ") (:stem . "true") (:form . "true") (:end . 92) (:start . 88)\n (:id . 56))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 98) (:start . 93)\n (:id . 57))\n ((:tag . "NNS") (:stem . "instance") (:form . "instances") (:end . 108)\n (:start . 99) (:id . 58))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 112) (:start . 109)\n (:id . 59))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 115) (:start . 113)\n (:id . 60))\n ((:tag . "JJ") (:stem . "random") (:form . "random") (:end . 122)\n (:start . 116) (:id . 61))\n ((:tag . "NNS") (:stem . "match") (:form . "matches") (:end . 130)\n (:start . 123) (:id . 62))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 131) (:start . 130)\n (:id . 63))\n ((:tag . "VBN") (:stem . "calculate") (:form . "calculated") (:end . 142)\n (:start . 132) (:id . 64))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 146) (:start . 143)\n (:id . 65))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 150) (:start . 147)\n (:id . 66))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 156)\n (:start . 151) (:id . 67))\n ((:tag . "NNS") (:stem . "position") (:form . "positions") (:end . 166)\n (:start . 157) (:id . 68))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 167) (:start . 166)\n (:id . 69))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 171) (:start . 168)\n (:id . 70))\n ((:tag . "JJ") (:stem . "non-wildcard") (:form . "non-wildcard") (:end . 184)\n (:start . 172) (:id . 71))\n ((:tag . "NNS") (:stem . "position") (:form . "positions") (:end . 194)\n (:start . 185) (:id . 72))\n ((:tag . "RB") (:stem . "only") (:form . "only") (:end . 199) (:start . 195)\n (:id . 73))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 203) (:start . 200)\n (:id . 74))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 207) (:start . 204)\n (:id . 75))\n ((:tag . "NN") (:stem . "wildcard") (:form . "wildcard") (:end . 216)\n (:start . 208) (:id . 76))\n ((:tag . "NNS") (:stem . "position") (:form . "positions") (:end . 226)\n (:start . 217) (:id . 77))\n ((:tag . "RB") (:stem . "only") (:form . "only") (:end . 231) (:start . 227)\n (:id . 78))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 232) (:start . 231)\n (:id . 79)))@@@1@38@((:identifiers (:sid . :s13.68) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504281@unknown@formal@none@1@S@The aim of the scoring procedure is to assign a score to LM candidates in the user query sequence given that a reference structure is available.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "aim") (:form . "aim") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 10) (:start . 8)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 14) (:start . 11)\n (:id . 45))\n ((:tag . "NN") (:stem . "scoring") (:form . "scoring") (:end . 22)\n (:start . 15) (:id . 46))\n ((:tag . "NN") (:stem . "procedure") (:form . "procedure") (:end . 32)\n (:start . 23) (:id . 47))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 35) (:start . 33)\n (:id . 48))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 38) (:start . 36)\n (:id . 49))\n ((:tag . "VB") (:stem . "assign") (:form . "assign") (:end . 45)\n (:start . 39) (:id . 50))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 47) (:start . 46)\n (:id . 51))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 53) (:start . 48)\n (:id . 52))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 56) (:start . 54)\n (:id . 53))\n ((:tag . "NNP") (:stem . "LM") (:form . "LM") (:end . 59) (:start . 57)\n (:id . 54))\n ((:tag . "NNS") (:stem . "candidate") (:form . "candidates") (:end . 70)\n (:start . 60) (:id . 55))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 73) (:start . 71)\n (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 77) (:start . 74)\n (:id . 57))\n ((:tag . "NN") (:stem . "user") (:form . "user") (:end . 82) (:start . 78)\n (:id . 58))\n ((:tag . "NN") (:stem . "query") (:form . "query") (:end . 88) (:start . 83)\n (:id . 59))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 97)\n (:start . 89) (:id . 60))\n ((:tag . "VBN") (:stem . "give") (:form . "given") (:end . 103) (:start . 98)\n (:id . 61))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 108) (:start . 104)\n (:id . 62))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 110) (:start . 109)\n (:id . 63))\n ((:tag . "NN") (:stem . "reference") (:form . "reference") (:end . 120)\n (:start . 111) (:id . 64))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 130)\n (:start . 121) (:id . 65))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 133) (:start . 131)\n (:id . 66))\n ((:tag . "JJ") (:stem . "available") (:form . "available") (:end . 143)\n (:start . 134) (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 144) (:start . 143)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s13.69) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504282@unknown@formal@none@1@S@In order to do this, the structure filter scans the LM match 3D context position by position, evaluates the relative accessibility and the secondary structure of each single position i, and assigns an accessibility score (Qacc) and a secondary structure score (Qsse) to the motif match as the normalized sums of its single position scores.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "order") (:form . "order") (:end . 8) (:start . 3)\n (:id . 43))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "VB") (:stem . "do") (:form . "do") (:end . 14) (:start . 12)\n (:id . 45))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 19) (:start . 15)\n (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 20) (:start . 19)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 24) (:start . 21)\n (:id . 48))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 34)\n (:start . 25) (:id . 49))\n ((:tag . "NN") (:stem . "filter") (:form . "filter") (:end . 41)\n (:start . 35) (:id . 50))\n ((:tag . "VBZ") (:stem . "scan") (:form . "scans") (:end . 47) (:start . 42)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 51) (:start . 48)\n (:id . 52))\n ((:tag . "NNP") (:stem . "LM") (:form . "LM") (:end . 54) (:start . 52)\n (:id . 53))\n ((:tag . "NN") (:stem . "match") (:form . "match") (:end . 60) (:start . 55)\n (:id . 54))\n ((:tag . "NN") (:stem . "3d") (:form . "3D") (:end . 63) (:start . 61)\n (:id . 55))\n ((:tag . "NN") (:stem . "context") (:form . "context") (:end . 71)\n (:start . 64) (:id . 56))\n ((:tag . "NN") (:stem . "position") (:form . "position") (:end . 80)\n (:start . 72) (:id . 57))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 83) (:start . 81)\n (:id . 58))\n ((:tag . "NN") (:stem . "position") (:form . "position") (:end . 92)\n (:start . 84) (:id . 59))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 93) (:start . 92)\n (:id . 60))\n ((:tag . "VBZ") (:stem . "evaluate") (:form . "evaluates") (:end . 103)\n (:start . 94) (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 107) (:start . 104)\n (:id . 62))\n ((:tag . "JJ") (:stem . "relative") (:form . "relative") (:end . 116)\n (:start . 108) (:id . 63))\n ((:tag . "NN") (:stem . "accessibility") (:form . "accessibility")\n (:end . 130) (:start . 117) (:id . 64))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 134) (:start . 131)\n (:id . 65))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 138) (:start . 135)\n (:id . 66))\n ((:tag . "JJ") (:stem . "secondary") (:form . "secondary") (:end . 148)\n (:start . 139) (:id . 67))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 158)\n (:start . 149) (:id . 68))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 161) (:start . 159)\n (:id . 69))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 166) (:start . 162)\n (:id . 70))\n ((:tag . "JJ") (:stem . "single") (:form . "single") (:end . 173)\n (:start . 167) (:id . 71))\n ((:tag . "NN") (:stem . "position") (:form . "position") (:end . 182)\n (:start . 174) (:id . 72))\n ((:tag . "NN") (:stem . "i") (:form . "i") (:end . 184) (:start . 183)\n (:id . 73))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 185) (:start . 184)\n (:id . 74))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 189) (:start . 186)\n (:id . 75))\n ((:tag . "VBZ") (:stem . "assign") (:form . "assigns") (:end . 197)\n (:start . 190) (:id . 76))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 200) (:start . 198)\n (:id . 77))\n ((:tag . "NN") (:stem . "accessibility") (:form . "accessibility")\n (:end . 214) (:start . 201) (:id . 78))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 220)\n (:start . 215) (:id . 79))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 222) (:start . 221)\n (:id . 80))\n ((:tag . "NNP") (:stem . "Qacc") (:form . "Qacc") (:end . 226) (:start . 222)\n (:id . 81))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 227) (:start . 226)\n (:id . 82))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 231) (:start . 228)\n (:id . 83))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 233) (:start . 232)\n (:id . 84))\n ((:tag . "JJ") (:stem . "secondary") (:form . "secondary") (:end . 243)\n (:start . 234) (:id . 85))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 253)\n (:start . 244) (:id . 86))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 259)\n (:start . 254) (:id . 87))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 261) (:start . 260)\n (:id . 88))\n ((:tag . "NNP") (:stem . "Qsse") (:form . "Qsse") (:end . 265) (:start . 261)\n (:id . 89))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 266) (:start . 265)\n (:id . 90))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 269) (:start . 267)\n (:id . 91))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 273) (:start . 270)\n (:id . 92))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 279)\n (:start . 274) (:id . 93))\n ((:tag . "NN") (:stem . "match") (:form . "match") (:end . 285)\n (:start . 280) (:id . 94))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 288) (:start . 286)\n (:id . 95))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 292) (:start . 289)\n (:id . 96))\n ((:tag . "JJ") (:stem . "normalized") (:form . "normalized") (:end . 303)\n (:start . 293) (:id . 97))\n ((:tag . "NNS") (:stem . "sum") (:form . "sums") (:end . 308) (:start . 304)\n (:id . 98))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 311) (:start . 309)\n (:id . 99))\n ((:tag . "PRP$") (:stem . "its") (:form . "its") (:end . 315) (:start . 312)\n (:id . 100))\n ((:tag . "JJ") (:stem . "single") (:form . "single") (:end . 322)\n (:start . 316) (:id . 101))\n ((:tag . "NN") (:stem . "position") (:form . "position") (:end . 331)\n (:start . 323) (:id . 102))\n ((:tag . "NNS") (:stem . "score") (:form . "scores") (:end . 338)\n (:start . 332) (:id . 103))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 339) (:start . 338)\n (:id . 104)))@@@1@63@((:identifiers (:sid . :s13.70) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504283@unknown@formal@none@1@S@More specifically, the score of a motif match is calculated on the non-wildcard positions of the regular expression pattern for the motif as:@(((:tag . "RBR") (:stem . "more") (:form . "More") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "RB") (:stem . "specifically") (:form . "specifically") (:end . 17)\n (:start . 5) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 18) (:start . 17)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 22) (:start . 19)\n (:id . 45))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 28) (:start . 23)\n (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 31) (:start . 29)\n (:id . 47))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 33) (:start . 32)\n (:id . 48))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 39) (:start . 34)\n (:id . 49))\n ((:tag . "NN") (:stem . "match") (:form . "match") (:end . 45) (:start . 40)\n (:id . 50))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 48) (:start . 46)\n (:id . 51))\n ((:tag . "VBN") (:stem . "calculate") (:form . "calculated") (:end . 59)\n (:start . 49) (:id . 52))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 62) (:start . 60)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 66) (:start . 63)\n (:id . 54))\n ((:tag . "JJ") (:stem . "non-wildcard") (:form . "non-wildcard") (:end . 79)\n (:start . 67) (:id . 55))\n ((:tag . "NNS") (:stem . "position") (:form . "positions") (:end . 89)\n (:start . 80) (:id . 56))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 92) (:start . 90)\n (:id . 57))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 96) (:start . 93)\n (:id . 58))\n ((:tag . "JJ") (:stem . "regular") (:form . "regular") (:end . 104)\n (:start . 97) (:id . 59))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 115)\n (:start . 105) (:id . 60))\n ((:tag . "NN") (:stem . "pattern") (:form . "pattern") (:end . 123)\n (:start . 116) (:id . 61))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 127) (:start . 124)\n (:id . 62))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 131) (:start . 128)\n (:id . 63))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 137)\n (:start . 132) (:id . 64))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 140) (:start . 138)\n (:id . 65))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 141) (:start . 140)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s13.71) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504284@unknown@formal@none@1@S@where N is the number of non-wildcard positions of a match, i.e. the number of non-wildcard residues in a LM occurrence, i is the ith position along the match, i ∈ Ω means that the sum is limited to the set of non-wildcard positions, Ω, and q(i) is the positional score of position i.@(((:tag . "WRB") (:stem . "where") (:form . "where") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "N") (:form . "N") (:end . 7) (:start . 6)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 10) (:start . 8)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 14) (:start . 11)\n (:id . 45))\n ((:tag . "NN") (:stem . "number") (:form . "number") (:end . 21)\n (:start . 15) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 24) (:start . 22)\n (:id . 47))\n ((:tag . "JJ") (:stem . "non-wildcard") (:form . "non-wildcard") (:end . 37)\n (:start . 25) (:id . 48))\n ((:tag . "NNS") (:stem . "position") (:form . "positions") (:end . 47)\n (:start . 38) (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 50) (:start . 48)\n (:id . 50))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 52) (:start . 51)\n (:id . 51))\n ((:tag . "NN") (:stem . "match") (:form . "match") (:end . 58) (:start . 53)\n (:id . 52))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 59) (:start . 58)\n (:id . 53))\n ((:tag . "FW") (:stem . "i.e.") (:form . "i.e.") (:end . 64) (:start . 60)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 68) (:start . 65)\n (:id . 55))\n ((:tag . "NN") (:stem . "number") (:form . "number") (:end . 75)\n (:start . 69) (:id . 56))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 78) (:start . 76)\n (:id . 57))\n ((:tag . "JJ") (:stem . "non-wildcard") (:form . "non-wildcard") (:end . 91)\n (:start . 79) (:id . 58))\n ((:tag . "NNS") (:stem . "residue") (:form . "residues") (:end . 100)\n (:start . 92) (:id . 59))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 103) (:start . 101)\n (:id . 60))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 105) (:start . 104)\n (:id . 61))\n ((:tag . "NNP") (:stem . "LM") (:form . "LM") (:end . 108) (:start . 106)\n (:id . 62))\n ((:tag . "NN") (:stem . "occurrence") (:form . "occurrence") (:end . 119)\n (:start . 109) (:id . 63))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 120) (:start . 119)\n (:id . 64))\n ((:tag . "NNP") (:stem . "i") (:form . "i") (:end . 122) (:start . 121)\n (:id . 65))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 125) (:start . 123)\n (:id . 66))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 129) (:start . 126)\n (:id . 67))\n ((:tag . "JJ") (:stem . "ith") (:form . "ith") (:end . 133) (:start . 130)\n (:id . 68))\n ((:tag . "NN") (:stem . "position") (:form . "position") (:end . 142)\n (:start . 134) (:id . 69))\n ((:tag . "IN") (:stem . "along") (:form . "along") (:end . 148)\n (:start . 143) (:id . 70))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 152) (:start . 149)\n (:id . 71))\n ((:tag . "NN") (:stem . "match") (:form . "match") (:end . 158)\n (:start . 153) (:id . 72))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 159) (:start . 158)\n (:id . 73))\n ((:tag . "NN") (:stem . "i") (:form . "i") (:end . 161) (:start . 160)\n (:id . 74))\n ((:tag . "NN") (:stem . "∈") (:form . "∈") (:end . 163) (:start . 162)\n (:id . 75))\n ((:tag . "NN") (:stem . "ω") (:form . "Ω") (:end . 165) (:start . 164)\n (:id . 76))\n ((:tag . "VBZ") (:stem . "mean") (:form . "means") (:end . 171)\n (:start . 166) (:id . 77))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 176) (:start . 172)\n (:id . 78))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 180) (:start . 177)\n (:id . 79))\n ((:tag . "NN") (:stem . "sum") (:form . "sum") (:end . 184) (:start . 181)\n (:id . 80))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 187) (:start . 185)\n (:id . 81))\n ((:tag . "VBN") (:stem . "limit") (:form . "limited") (:end . 195)\n (:start . 188) (:id . 82))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 198) (:start . 196)\n (:id . 83))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 202) (:start . 199)\n (:id . 84))\n ((:tag . "NN") (:stem . "set") (:form . "set") (:end . 206) (:start . 203)\n (:id . 85))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 209) (:start . 207)\n (:id . 86))\n ((:tag . "JJ") (:stem . "non-wildcard") (:form . "non-wildcard") (:end . 222)\n (:start . 210) (:id . 87))\n ((:tag . "NNS") (:stem . "position") (:form . "positions") (:end . 232)\n (:start . 223) (:id . 88))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 233) (:start . 232)\n (:id . 89))\n ((:tag . "NN") (:stem . "ω") (:form . "Ω") (:end . 235) (:start . 234)\n (:id . 90))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 236) (:start . 235)\n (:id . 91))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 240) (:start . 237)\n (:id . 92))\n ((:tag . "NNP") (:stem . "q(i)") (:form . "q(i)") (:end . 245) (:start . 241)\n (:id . 93))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 248) (:start . 246)\n (:id . 94))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 252) (:start . 249)\n (:id . 95))\n ((:tag . "JJ") (:stem . "positional") (:form . "positional") (:end . 263)\n (:start . 253) (:id . 96))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 269)\n (:start . 264) (:id . 97))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 272) (:start . 270)\n (:id . 98))\n ((:tag . "NN") (:stem . "position") (:form . "position") (:end . 281)\n (:start . 273) (:id . 99))\n ((:tag . "NN") (:stem . "i") (:form . "i") (:end . 283) (:start . 282)\n (:id . 100))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 284) (:start . 283)\n (:id . 101)))@@@1@60@((:identifiers (:sid . :s13.72) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504285@unknown@formal@none@1@S@Note that Qacc and Qsse were also calculated for all LM positions (i.e. not limiting the sum to the set of non-wildcard positions) and found to be marginally less discriminating than those only based on non-wildcard positions.@(((:tag . "VB") (:stem . "note") (:form . "Note") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 9) (:start . 5)\n (:id . 43))\n ((:tag . "NNP") (:stem . "Qacc") (:form . "Qacc") (:end . 14) (:start . 10)\n (:id . 44))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 18) (:start . 15)\n (:id . 45))\n ((:tag . "NNP") (:stem . "Qsse") (:form . "Qsse") (:end . 23) (:start . 19)\n (:id . 46))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 28) (:start . 24)\n (:id . 47))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 33) (:start . 29)\n (:id . 48))\n ((:tag . "VBN") (:stem . "calculate") (:form . "calculated") (:end . 44)\n (:start . 34) (:id . 49))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 48) (:start . 45)\n (:id . 50))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 52) (:start . 49)\n (:id . 51))\n ((:tag . "NNP") (:stem . "LM") (:form . "LM") (:end . 55) (:start . 53)\n (:id . 52))\n ((:tag . "NNS") (:stem . "position") (:form . "positions") (:end . 65)\n (:start . 56) (:id . 53))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 67) (:start . 66)\n (:id . 54))\n ((:tag . "FW") (:stem . "i.e.") (:form . "i.e.") (:end . 71) (:start . 67)\n (:id . 55))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 75) (:start . 72)\n (:id . 56))\n ((:tag . "VBG") (:stem . "limit") (:form . "limiting") (:end . 84)\n (:start . 76) (:id . 57))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 88) (:start . 85)\n (:id . 58))\n ((:tag . "NN") (:stem . "sum") (:form . "sum") (:end . 92) (:start . 89)\n (:id . 59))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 95) (:start . 93)\n (:id . 60))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 99) (:start . 96)\n (:id . 61))\n ((:tag . "NN") (:stem . "set") (:form . "set") (:end . 103) (:start . 100)\n (:id . 62))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 106) (:start . 104)\n (:id . 63))\n ((:tag . "JJ") (:stem . "non-wildcard") (:form . "non-wildcard") (:end . 119)\n (:start . 107) (:id . 64))\n ((:tag . "NNS") (:stem . "position") (:form . "positions") (:end . 129)\n (:start . 120) (:id . 65))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 130) (:start . 129)\n (:id . 66))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 134) (:start . 131)\n (:id . 67))\n ((:tag . "VBN") (:stem . "find") (:form . "found") (:end . 140)\n (:start . 135) (:id . 68))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 143) (:start . 141)\n (:id . 69))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 146) (:start . 144)\n (:id . 70))\n ((:tag . "RB") (:stem . "marginally") (:form . "marginally") (:end . 157)\n (:start . 147) (:id . 71))\n ((:tag . "JJR") (:stem . "less") (:form . "less") (:end . 162) (:start . 158)\n (:id . 72))\n ((:tag . "VBG") (:stem . "discriminate") (:form . "discriminating")\n (:end . 177) (:start . 163) (:id . 73))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 182) (:start . 178)\n (:id . 74))\n ((:tag . "DT") (:stem . "those") (:form . "those") (:end . 188)\n (:start . 183) (:id . 75))\n ((:tag . "RB") (:stem . "only") (:form . "only") (:end . 193) (:start . 189)\n (:id . 76))\n ((:tag . "VBN") (:stem . "base") (:form . "based") (:end . 199)\n (:start . 194) (:id . 77))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 202) (:start . 200)\n (:id . 78))\n ((:tag . "JJ") (:stem . "non-wildcard") (:form . "non-wildcard") (:end . 215)\n (:start . 203) (:id . 79))\n ((:tag . "NNS") (:stem . "position") (:form . "positions") (:end . 225)\n (:start . 216) (:id . 80))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 226) (:start . 225)\n (:id . 81)))@@@1@40@((:identifiers (:sid . :s13.73) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504286@unknown@formal@none@1@S@In this regard, Figure 3 shows that the accessibility differences between wildcard and non-wildcard positions are statistically significant in the case of true motifs (t-test's confidence level = 0.99, p-value = 3.058e-05) (Figure 3a) and that true motif non-wildcard positions have a more pronounced tendency to be in loops and a less marked disposition to be in helices and strands as opposed to the frequencies both of true motifs for all positions and for wildcard positions, even if none of these differences is statistically significant (Figure 3b).@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "regard") (:form . "regard") (:end . 14) (:start . 8)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 15) (:start . 14)\n (:id . 45))\n ((:tag . "NN") (:stem . "figure") (:form . "Figure") (:end . 22)\n (:start . 16) (:id . 46))\n ((:tag . "CD") (:stem . "3") (:form . "3") (:end . 24) (:start . 23)\n (:id . 47))\n ((:tag . "VBZ") (:stem . "show") (:form . "shows") (:end . 30) (:start . 25)\n (:id . 48))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 35) (:start . 31)\n (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 39) (:start . 36)\n (:id . 50))\n ((:tag . "NN") (:stem . "accessibility") (:form . "accessibility")\n (:end . 53) (:start . 40) (:id . 51))\n ((:tag . "NNS") (:stem . "difference") (:form . "differences") (:end . 65)\n (:start . 54) (:id . 52))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 73)\n (:start . 66) (:id . 53))\n ((:tag . "NN") (:stem . "wildcard") (:form . "wildcard") (:end . 82)\n (:start . 74) (:id . 54))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 86) (:start . 83)\n (:id . 55))\n ((:tag . "JJ") (:stem . "non-wildcard") (:form . "non-wildcard") (:end . 99)\n (:start . 87) (:id . 56))\n ((:tag . "NNS") (:stem . "position") (:form . "positions") (:end . 109)\n (:start . 100) (:id . 57))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 113) (:start . 110)\n (:id . 58))\n ((:tag . "RB") (:stem . "statistically") (:form . "statistically")\n (:end . 127) (:start . 114) (:id . 59))\n ((:tag . "JJ") (:stem . "significant") (:form . "significant") (:end . 139)\n (:start . 128) (:id . 60))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 142) (:start . 140)\n (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 146) (:start . 143)\n (:id . 62))\n ((:tag . "NN") (:stem . "case") (:form . "case") (:end . 151) (:start . 147)\n (:id . 63))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 154) (:start . 152)\n (:id . 64))\n ((:tag . "JJ") (:stem . "true") (:form . "true") (:end . 159) (:start . 155)\n (:id . 65))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 166)\n (:start . 160) (:id . 66))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 168) (:start . 167)\n (:id . 67))\n ((:tag . "NN") (:stem . "t-test") (:form . "t-test") (:end . 174)\n (:start . 168) (:id . 68))\n ((:tag . "POS") (:stem . "'s") (:form . "'s") (:end . 176) (:start . 174)\n (:id . 69))\n ((:tag . "NN") (:stem . "confidence") (:form . "confidence") (:end . 187)\n (:start . 177) (:id . 70))\n ((:tag . "NN") (:stem . "level") (:form . "level") (:end . 193)\n (:start . 188) (:id . 71))\n ((:tag . "SYM") (:stem . "=") (:form . "=") (:end . 195) (:start . 194)\n (:id . 72))\n ((:tag . "CD") (:stem . "0.99") (:form . "0.99") (:end . 200) (:start . 196)\n (:id . 73))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 201) (:start . 200)\n (:id . 74))\n ((:tag . "NN") (:stem . "p-value") (:form . "p-value") (:end . 209)\n (:start . 202) (:id . 75))\n ((:tag . "SYM") (:stem . "=") (:form . "=") (:end . 211) (:start . 210)\n (:id . 76))\n ((:tag . "CD") (:stem . "3.058e-05") (:form . "3.058e-05") (:end . 221)\n (:start . 212) (:id . 77))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 222) (:start . 221)\n (:id . 78))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 224) (:start . 223)\n (:id . 79))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 230)\n (:start . 224) (:id . 80))\n ((:tag . "NN") (:stem . "3a") (:form . "3a") (:end . 233) (:start . 231)\n (:id . 81))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 234) (:start . 233)\n (:id . 82))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 238) (:start . 235)\n (:id . 83))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 243) (:start . 239)\n (:id . 84))\n ((:tag . "JJ") (:stem . "true") (:form . "true") (:end . 248) (:start . 244)\n (:id . 85))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 254)\n (:start . 249) (:id . 86))\n ((:tag . "JJ") (:stem . "non-wildcard") (:form . "non-wildcard") (:end . 267)\n (:start . 255) (:id . 87))\n ((:tag . "NNS") (:stem . "position") (:form . "positions") (:end . 277)\n (:start . 268) (:id . 88))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 282) (:start . 278)\n (:id . 89))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 284) (:start . 283)\n (:id . 90))\n ((:tag . "RBR") (:stem . "more") (:form . "more") (:end . 289) (:start . 285)\n (:id . 91))\n ((:tag . "JJ") (:stem . "pronounced") (:form . "pronounced") (:end . 300)\n (:start . 290) (:id . 92))\n ((:tag . "NN") (:stem . "tendency") (:form . "tendency") (:end . 309)\n (:start . 301) (:id . 93))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 312) (:start . 310)\n (:id . 94))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 315) (:start . 313)\n (:id . 95))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 318) (:start . 316)\n (:id . 96))\n ((:tag . "NNS") (:stem . "loop") (:form . "loops") (:end . 324)\n (:start . 319) (:id . 97))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 328) (:start . 325)\n (:id . 98))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 330) (:start . 329)\n (:id . 99))\n ((:tag . "RBR") (:stem . "less") (:form . "less") (:end . 335) (:start . 331)\n (:id . 100))\n ((:tag . "JJ") (:stem . "marked") (:form . "marked") (:end . 342)\n (:start . 336) (:id . 101))\n ((:tag . "NN") (:stem . "disposition") (:form . "disposition") (:end . 354)\n (:start . 343) (:id . 102))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 357) (:start . 355)\n (:id . 103))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 360) (:start . 358)\n (:id . 104))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 363) (:start . 361)\n (:id . 105))\n ((:tag . "NNS") (:stem . "helix") (:form . "helices") (:end . 371)\n (:start . 364) (:id . 106))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 375) (:start . 372)\n (:id . 107))\n ((:tag . "NNS") (:stem . "strand") (:form . "strands") (:end . 383)\n (:start . 376) (:id . 108))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 386) (:start . 384)\n (:id . 109))\n ((:tag . "VBN") (:stem . "oppose") (:form . "opposed") (:end . 394)\n (:start . 387) (:id . 110))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 397) (:start . 395)\n (:id . 111))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 401) (:start . 398)\n (:id . 112))\n ((:tag . "NNS") (:stem . "frequency") (:form . "frequencies") (:end . 413)\n (:start . 402) (:id . 113))\n ((:tag . "DT") (:stem . "both") (:form . "both") (:end . 418) (:start . 414)\n (:id . 114))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 421) (:start . 419)\n (:id . 115))\n ((:tag . "JJ") (:stem . "true") (:form . "true") (:end . 426) (:start . 422)\n (:id . 116))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 433)\n (:start . 427) (:id . 117))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 437) (:start . 434)\n (:id . 118))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 441) (:start . 438)\n (:id . 119))\n ((:tag . "NNS") (:stem . "position") (:form . "positions") (:end . 451)\n (:start . 442) (:id . 120))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 455) (:start . 452)\n (:id . 121))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 459) (:start . 456)\n (:id . 122))\n ((:tag . "JJ") (:stem . "wildcard") (:form . "wildcard") (:end . 468)\n (:start . 460) (:id . 123))\n ((:tag . "NNS") (:stem . "position") (:form . "positions") (:end . 478)\n (:start . 469) (:id . 124))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 479) (:start . 478)\n (:id . 125))\n ((:tag . "RB") (:stem . "even") (:form . "even") (:end . 484) (:start . 480)\n (:id . 126))\n ((:tag . "IN") (:stem . "if") (:form . "if") (:end . 487) (:start . 485)\n (:id . 127))\n ((:tag . "NN") (:stem . "none") (:form . "none") (:end . 492) (:start . 488)\n (:id . 128))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 495) (:start . 493)\n (:id . 129))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 501)\n (:start . 496) (:id . 130))\n ((:tag . "NNS") (:stem . "difference") (:form . "differences") (:end . 513)\n (:start . 502) (:id . 131))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 516) (:start . 514)\n (:id . 132))\n ((:tag . "RB") (:stem . "statistically") (:form . "statistically")\n (:end . 530) (:start . 517) (:id . 133))\n ((:tag . "JJ") (:stem . "significant") (:form . "significant") (:end . 542)\n (:start . 531) (:id . 134))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 544) (:start . 543)\n (:id . 135))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 550)\n (:start . 544) (:id . 136))\n ((:tag . "NN") (:stem . "3b") (:form . "3b") (:end . 553) (:start . 551)\n (:id . 137))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 554) (:start . 553)\n (:id . 138))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 555) (:start . 554)\n (:id . 139)))@@@1@98@((:identifiers (:sid . :s13.74) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504287@unknown@formal@none@1@S@For further details see additional file 1, additional file 2 (Figure S1) and additional file 3 (Figure S2).@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "further") (:form . "further") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "NNS") (:stem . "detail") (:form . "details") (:end . 19)\n (:start . 12) (:id . 44))\n ((:tag . "VBP") (:stem . "see") (:form . "see") (:end . 23) (:start . 20)\n (:id . 45))\n ((:tag . "JJ") (:stem . "additional") (:form . "additional") (:end . 34)\n (:start . 24) (:id . 46))\n ((:tag . "NN") (:stem . "file") (:form . "file") (:end . 39) (:start . 35)\n (:id . 47))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 41) (:start . 40)\n (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 42) (:start . 41)\n (:id . 49))\n ((:tag . "JJ") (:stem . "additional") (:form . "additional") (:end . 53)\n (:start . 43) (:id . 50))\n ((:tag . "NN") (:stem . "file") (:form . "file") (:end . 58) (:start . 54)\n (:id . 51))\n ((:tag . "CD") (:stem . "2") (:form . "2") (:end . 60) (:start . 59)\n (:id . 52))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 62) (:start . 61)\n (:id . 53))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 68)\n (:start . 62) (:id . 54))\n ((:tag . "NNP") (:stem . "S1") (:form . "S1") (:end . 71) (:start . 69)\n (:id . 55))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 72) (:start . 71)\n (:id . 56))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 76) (:start . 73)\n (:id . 57))\n ((:tag . "JJ") (:stem . "additional") (:form . "additional") (:end . 87)\n (:start . 77) (:id . 58))\n ((:tag . "NN") (:stem . "file") (:form . "file") (:end . 92) (:start . 88)\n (:id . 59))\n ((:tag . "CD") (:stem . "3") (:form . "3") (:end . 94) (:start . 93)\n (:id . 60))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 96) (:start . 95)\n (:id . 61))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 102)\n (:start . 96) (:id . 62))\n ((:tag . "NNP") (:stem . "S2") (:form . "S2") (:end . 105) (:start . 103)\n (:id . 63))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 106) (:start . 105)\n (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 107) (:start . 106)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s13.75) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504288@unknown@formal@none@1@S@We adopted as accessibility positional score, qacc(i), of position i, the normalized solvent exposure value of the residue in i, which ranges between 0 (non exposed) and 1.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "adopt") (:form . "adopted") (:end . 10)\n (:start . 3) (:id . 43))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 13) (:start . 11)\n (:id . 44))\n ((:tag . "NN") (:stem . "accessibility") (:form . "accessibility")\n (:end . 27) (:start . 14) (:id . 45))\n ((:tag . "JJ") (:stem . "positional") (:form . "positional") (:end . 38)\n (:start . 28) (:id . 46))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 44) (:start . 39)\n (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 45) (:start . 44)\n (:id . 48))\n ((:tag . "NNP") (:stem . "qacc(i)") (:form . "qacc(i)") (:end . 53)\n (:start . 46) (:id . 49))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 54) (:start . 53)\n (:id . 50))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 57) (:start . 55)\n (:id . 51))\n ((:tag . "NN") (:stem . "position") (:form . "position") (:end . 66)\n (:start . 58) (:id . 52))\n ((:tag . "NN") (:stem . "i") (:form . "i") (:end . 68) (:start . 67)\n (:id . 53))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 69) (:start . 68)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 73) (:start . 70)\n (:id . 55))\n ((:tag . "JJ") (:stem . "normalized") (:form . "normalized") (:end . 84)\n (:start . 74) (:id . 56))\n ((:tag . "NN") (:stem . "solvent") (:form . "solvent") (:end . 92)\n (:start . 85) (:id . 57))\n ((:tag . "NN") (:stem . "exposure") (:form . "exposure") (:end . 101)\n (:start . 93) (:id . 58))\n ((:tag . "NN") (:stem . "value") (:form . "value") (:end . 107)\n (:start . 102) (:id . 59))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 110) (:start . 108)\n (:id . 60))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 114) (:start . 111)\n (:id . 61))\n ((:tag . "NN") (:stem . "residue") (:form . "residue") (:end . 122)\n (:start . 115) (:id . 62))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 125) (:start . 123)\n (:id . 63))\n ((:tag . "NNP") (:stem . "i") (:form . "i") (:end . 127) (:start . 126)\n (:id . 64))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 128) (:start . 127)\n (:id . 65))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 134)\n (:start . 129) (:id . 66))\n ((:tag . "VBZ") (:stem . "range") (:form . "ranges") (:end . 141)\n (:start . 135) (:id . 67))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 149)\n (:start . 142) (:id . 68))\n ((:tag . "CD") (:stem . "0") (:form . "0") (:end . 151) (:start . 150)\n (:id . 69))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 153) (:start . 152)\n (:id . 70))\n ((:tag . "AFX") (:stem . "non") (:form . "non") (:end . 156) (:start . 153)\n (:id . 71))\n ((:tag . "VBN") (:stem . "expose") (:form . "exposed") (:end . 164)\n (:start . 157) (:id . 72))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 165) (:start . 164)\n (:id . 73))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 169) (:start . 166)\n (:id . 74))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 171) (:start . 170)\n (:id . 75))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 172) (:start . 171)\n (:id . 76)))@@@1@35@((:identifiers (:sid . :s13.76) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504289@unknown@formal@none@1@S@5. Thus, the higher the residue exposure, the more the corresponding position is rewarded.@(((:tag . "LS") (:stem . "5.") (:form . "5.") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "RB") (:stem . "thus") (:form . "Thus") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 12) (:start . 9)\n (:id . 45))\n ((:tag . "JJR") (:stem . "high") (:form . "higher") (:end . 19) (:start . 13)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 23) (:start . 20)\n (:id . 47))\n ((:tag . "NN") (:stem . "residue") (:form . "residue") (:end . 31)\n (:start . 24) (:id . 48))\n ((:tag . "NN") (:stem . "exposure") (:form . "exposure") (:end . 40)\n (:start . 32) (:id . 49))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 41) (:start . 40)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 45) (:start . 42)\n (:id . 51))\n ((:tag . "RBR") (:stem . "more") (:form . "more") (:end . 50) (:start . 46)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 54) (:start . 51)\n (:id . 53))\n ((:tag . "JJ") (:stem . "corresponding") (:form . "corresponding")\n (:end . 68) (:start . 55) (:id . 54))\n ((:tag . "NN") (:stem . "position") (:form . "position") (:end . 77)\n (:start . 69) (:id . 55))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 80) (:start . 78)\n (:id . 56))\n ((:tag . "VBN") (:stem . "reward") (:form . "rewarded") (:end . 89)\n (:start . 81) (:id . 57))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 90) (:start . 89)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s13.77) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504290@unknown@formal@none@1@S@The secondary structure positional score, qsse(i), was determined in a more complex manner.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "secondary") (:form . "secondary") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 23)\n (:start . 14) (:id . 44))\n ((:tag . "JJ") (:stem . "positional") (:form . "positional") (:end . 34)\n (:start . 24) (:id . 45))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 40) (:start . 35)\n (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 41) (:start . 40)\n (:id . 47))\n ((:tag . "NNP") (:stem . "qsse(i)") (:form . "qsse(i)") (:end . 49)\n (:start . 42) (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 50) (:start . 49)\n (:id . 49))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 54) (:start . 51)\n (:id . 50))\n ((:tag . "VBN") (:stem . "determine") (:form . "determined") (:end . 65)\n (:start . 55) (:id . 51))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 68) (:start . 66)\n (:id . 52))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 70) (:start . 69)\n (:id . 53))\n ((:tag . "RBR") (:stem . "more") (:form . "more") (:end . 75) (:start . 71)\n (:id . 54))\n ((:tag . "JJ") (:stem . "complex") (:form . "complex") (:end . 83)\n (:start . 76) (:id . 55))\n ((:tag . "NN") (:stem . "manner") (:form . "manner") (:end . 90)\n (:start . 84) (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 91) (:start . 90)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s13.78) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504291@unknown@formal@none@1@S@The analysis of LM instances on structural domains showed that they occur more frequently in loops and unstructured regions than expected by chance.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "analysis") (:form . "analysis") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 15) (:start . 13)\n (:id . 44))\n ((:tag . "NNP") (:stem . "LM") (:form . "LM") (:end . 18) (:start . 16)\n (:id . 45))\n ((:tag . "NNS") (:stem . "instance") (:form . "instances") (:end . 28)\n (:start . 19) (:id . 46))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 31) (:start . 29)\n (:id . 47))\n ((:tag . "JJ") (:stem . "structural") (:form . "structural") (:end . 42)\n (:start . 32) (:id . 48))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 50)\n (:start . 43) (:id . 49))\n ((:tag . "VBD") (:stem . "show") (:form . "showed") (:end . 57) (:start . 51)\n (:id . 50))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 62) (:start . 58)\n (:id . 51))\n ((:tag . "PRP") (:stem . "they") (:form . "they") (:end . 67) (:start . 63)\n (:id . 52))\n ((:tag . "VBP") (:stem . "occur") (:form . "occur") (:end . 73) (:start . 68)\n (:id . 53))\n ((:tag . "RBR") (:stem . "more") (:form . "more") (:end . 78) (:start . 74)\n (:id . 54))\n ((:tag . "RB") (:stem . "frequently") (:form . "frequently") (:end . 89)\n (:start . 79) (:id . 55))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 92) (:start . 90)\n (:id . 56))\n ((:tag . "NNS") (:stem . "loop") (:form . "loops") (:end . 98) (:start . 93)\n (:id . 57))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 102) (:start . 99)\n (:id . 58))\n ((:tag . "JJ") (:stem . "unstructured") (:form . "unstructured") (:end . 115)\n (:start . 103) (:id . 59))\n ((:tag . "NNS") (:stem . "region") (:form . "regions") (:end . 123)\n (:start . 116) (:id . 60))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 128) (:start . 124)\n (:id . 61))\n ((:tag . "VBN") (:stem . "expect") (:form . "expected") (:end . 137)\n (:start . 129) (:id . 62))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 140) (:start . 138)\n (:id . 63))\n ((:tag . "NN") (:stem . "chance") (:form . "chance") (:end . 147)\n (:start . 141) (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 148) (:start . 147)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s13.79) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504292@unknown@formal@none@1@S@In order to quantify this observation, we calculated, for each secondary structure element (SSE) type (loop, helix, strand, 3/10 helix - see Methods), the ratio between the SSE type frequency (ν) among true motif instances and among random matches.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "order") (:form . "order") (:end . 8) (:start . 3)\n (:id . 43))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "VB") (:stem . "quantify") (:form . "quantify") (:end . 20)\n (:start . 12) (:id . 45))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 25) (:start . 21)\n (:id . 46))\n ((:tag . "NN") (:stem . "observation") (:form . "observation") (:end . 37)\n (:start . 26) (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 38) (:start . 37)\n (:id . 48))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 41) (:start . 39)\n (:id . 49))\n ((:tag . "VBD") (:stem . "calculate") (:form . "calculated") (:end . 52)\n (:start . 42) (:id . 50))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 53) (:start . 52)\n (:id . 51))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 57) (:start . 54)\n (:id . 52))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 62) (:start . 58)\n (:id . 53))\n ((:tag . "JJ") (:stem . "secondary") (:form . "secondary") (:end . 72)\n (:start . 63) (:id . 54))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 82)\n (:start . 73) (:id . 55))\n ((:tag . "NN") (:stem . "element") (:form . "element") (:end . 90)\n (:start . 83) (:id . 56))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 92) (:start . 91)\n (:id . 57))\n ((:tag . "NNP") (:stem . "SSE") (:form . "SSE") (:end . 95) (:start . 92)\n (:id . 58))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 96) (:start . 95)\n (:id . 59))\n ((:tag . "NN") (:stem . "type") (:form . "type") (:end . 101) (:start . 97)\n (:id . 60))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 103) (:start . 102)\n (:id . 61))\n ((:tag . "NN") (:stem . "loop") (:form . "loop") (:end . 107) (:start . 103)\n (:id . 62))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 108) (:start . 107)\n (:id . 63))\n ((:tag . "NN") (:stem . "helix") (:form . "helix") (:end . 114)\n (:start . 109) (:id . 64))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 115) (:start . 114)\n (:id . 65))\n ((:tag . "NN") (:stem . "strand") (:form . "strand") (:end . 122)\n (:start . 116) (:id . 66))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 123) (:start . 122)\n (:id . 67))\n ((:tag . "CD") (:stem . "3/10") (:form . "3/10") (:end . 128) (:start . 124)\n (:id . 68))\n ((:tag . "NN") (:stem . "helix") (:form . "helix") (:end . 134)\n (:start . 129) (:id . 69))\n ((:tag . "HYPH") (:stem . "-") (:form . "-") (:end . 136) (:start . 135)\n (:id . 70))\n ((:tag . "VB") (:stem . "see") (:form . "see") (:end . 140) (:start . 137)\n (:id . 71))\n ((:tag . "NNP") (:stem . "Method") (:form . "Methods") (:end . 148)\n (:start . 141) (:id . 72))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 149) (:start . 148)\n (:id . 73))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 150) (:start . 149)\n (:id . 74))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 154) (:start . 151)\n (:id . 75))\n ((:tag . "NN") (:stem . "ratio") (:form . "ratio") (:end . 160)\n (:start . 155) (:id . 76))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 168)\n (:start . 161) (:id . 77))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 172) (:start . 169)\n (:id . 78))\n ((:tag . "NNP") (:stem . "SSE") (:form . "SSE") (:end . 176) (:start . 173)\n (:id . 79))\n ((:tag . "NN") (:stem . "type") (:form . "type") (:end . 181) (:start . 177)\n (:id . 80))\n ((:tag . "NN") (:stem . "frequency") (:form . "frequency") (:end . 191)\n (:start . 182) (:id . 81))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 193) (:start . 192)\n (:id . 82))\n ((:tag . "NN") (:stem . "ν") (:form . "ν") (:end . 194) (:start . 193)\n (:id . 83))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 195) (:start . 194)\n (:id . 84))\n ((:tag . "IN") (:stem . "among") (:form . "among") (:end . 201)\n (:start . 196) (:id . 85))\n ((:tag . "JJ") (:stem . "true") (:form . "true") (:end . 206) (:start . 202)\n (:id . 86))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 212)\n (:start . 207) (:id . 87))\n ((:tag . "NNS") (:stem . "instance") (:form . "instances") (:end . 222)\n (:start . 213) (:id . 88))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 226) (:start . 223)\n (:id . 89))\n ((:tag . "IN") (:stem . "among") (:form . "among") (:end . 232)\n (:start . 227) (:id . 90))\n ((:tag . "JJ") (:stem . "random") (:form . "random") (:end . 239)\n (:start . 233) (:id . 91))\n ((:tag . "NNS") (:stem . "match") (:form . "matches") (:end . 247)\n (:start . 240) (:id . 92))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 248) (:start . 247)\n (:id . 93)))@@@1@52@((:identifiers (:sid . :s13.80) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504293@unknown@formal@none@1@S@The corresponding values are reported in Table 1.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "VBG") (:stem . "correspond") (:form . "corresponding") (:end . 17)\n (:start . 4) (:id . 43))\n ((:tag . "NNS") (:stem . "value") (:form . "values") (:end . 24)\n (:start . 18) (:id . 44))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 28) (:start . 25)\n (:id . 45))\n ((:tag . "VBN") (:stem . "report") (:form . "reported") (:end . 37)\n (:start . 29) (:id . 46))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 40) (:start . 38)\n (:id . 47))\n ((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 46) (:start . 41)\n (:id . 48))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 48) (:start . 47)\n (:id . 49))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 49) (:start . 48)\n (:id . 50)))@@@1@9@((:identifiers (:sid . :s13.81) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504294@unknown@formal@none@1@S@Frequency of secondary structure elements in true and in random motifs@(((:tag . "NN") (:stem . "frequency") (:form . "Frequency") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 12) (:start . 10)\n (:id . 43))\n ((:tag . "JJ") (:stem . "secondary") (:form . "secondary") (:end . 22)\n (:start . 13) (:id . 44))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 32)\n (:start . 23) (:id . 45))\n ((:tag . "NNS") (:stem . "element") (:form . "elements") (:end . 41)\n (:start . 33) (:id . 46))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 44) (:start . 42)\n (:id . 47))\n ((:tag . "JJ") (:stem . "true") (:form . "true") (:end . 49) (:start . 45)\n (:id . 48))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 53) (:start . 50)\n (:id . 49))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 56) (:start . 54)\n (:id . 50))\n ((:tag . "JJ") (:stem . "random") (:form . "random") (:end . 63)\n (:start . 57) (:id . 51))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 70)\n (:start . 64) (:id . 52)))@@@1@11@((:identifiers (:sid . :s13.82) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|TableLegend|)))@oe@9-2-2011 5504295@unknown@formal@none@1@S@Thus, the secondary structure score of a position i whose SSE assignment is loop (or 3/10 helix, helix, strand), is the ratio between the frequency of loops (or 3/10 helices, helices, strands) in the instance dataset and the frequency of loops (or 3/10 helices, helices, strands) in the random dataset.@(((:tag . "RB") (:stem . "thus") (:form . "Thus") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 5) (:start . 4) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 9) (:start . 6)\n (:id . 44))\n ((:tag . "JJ") (:stem . "secondary") (:form . "secondary") (:end . 19)\n (:start . 10) (:id . 45))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 29)\n (:start . 20) (:id . 46))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 35) (:start . 30)\n (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 38) (:start . 36)\n (:id . 48))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 40) (:start . 39)\n (:id . 49))\n ((:tag . "NN") (:stem . "position") (:form . "position") (:end . 49)\n (:start . 41) (:id . 50))\n ((:tag . "NN") (:stem . "i") (:form . "i") (:end . 51) (:start . 50)\n (:id . 51))\n ((:tag . "WP$") (:stem . "whose") (:form . "whose") (:end . 57) (:start . 52)\n (:id . 52))\n ((:tag . "NN") (:stem . "sse") (:form . "SSE") (:end . 61) (:start . 58)\n (:id . 53))\n ((:tag . "NN") (:stem . "assignment") (:form . "assignment") (:end . 72)\n (:start . 62) (:id . 54))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 75) (:start . 73)\n (:id . 55))\n ((:tag . "NN") (:stem . "loop") (:form . "loop") (:end . 80) (:start . 76)\n (:id . 56))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 82) (:start . 81)\n (:id . 57))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 84) (:start . 82)\n (:id . 58))\n ((:tag . "CD") (:stem . "3/10") (:form . "3/10") (:end . 89) (:start . 85)\n (:id . 59))\n ((:tag . "NN") (:stem . "helix") (:form . "helix") (:end . 95) (:start . 90)\n (:id . 60))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 96) (:start . 95)\n (:id . 61))\n ((:tag . "NN") (:stem . "helix") (:form . "helix") (:end . 102) (:start . 97)\n (:id . 62))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 103) (:start . 102)\n (:id . 63))\n ((:tag . "NN") (:stem . "strand") (:form . "strand") (:end . 110)\n (:start . 104) (:id . 64))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 111) (:start . 110)\n (:id . 65))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 112) (:start . 111)\n (:id . 66))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 115) (:start . 113)\n (:id . 67))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 119) (:start . 116)\n (:id . 68))\n ((:tag . "NN") (:stem . "ratio") (:form . "ratio") (:end . 125)\n (:start . 120) (:id . 69))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 133)\n (:start . 126) (:id . 70))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 137) (:start . 134)\n (:id . 71))\n ((:tag . "NN") (:stem . "frequency") (:form . "frequency") (:end . 147)\n (:start . 138) (:id . 72))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 150) (:start . 148)\n (:id . 73))\n ((:tag . "NNS") (:stem . "loop") (:form . "loops") (:end . 156)\n (:start . 151) (:id . 74))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 158) (:start . 157)\n (:id . 75))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 160) (:start . 158)\n (:id . 76))\n ((:tag . "CD") (:stem . "3/10") (:form . "3/10") (:end . 165) (:start . 161)\n (:id . 77))\n ((:tag . "NNS") (:stem . "helix") (:form . "helices") (:end . 173)\n (:start . 166) (:id . 78))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 174) (:start . 173)\n (:id . 79))\n ((:tag . "NNS") (:stem . "helix") (:form . "helices") (:end . 182)\n (:start . 175) (:id . 80))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 183) (:start . 182)\n (:id . 81))\n ((:tag . "NNS") (:stem . "strand") (:form . "strands") (:end . 191)\n (:start . 184) (:id . 82))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 192) (:start . 191)\n (:id . 83))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 195) (:start . 193)\n (:id . 84))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 199) (:start . 196)\n (:id . 85))\n ((:tag . "NN") (:stem . "instance") (:form . "instance") (:end . 208)\n (:start . 200) (:id . 86))\n ((:tag . "NN") (:stem . "dataset") (:form . "dataset") (:end . 216)\n (:start . 209) (:id . 87))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 220) (:start . 217)\n (:id . 88))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 224) (:start . 221)\n (:id . 89))\n ((:tag . "NN") (:stem . "frequency") (:form . "frequency") (:end . 234)\n (:start . 225) (:id . 90))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 237) (:start . 235)\n (:id . 91))\n ((:tag . "NNS") (:stem . "loop") (:form . "loops") (:end . 243)\n (:start . 238) (:id . 92))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 245) (:start . 244)\n (:id . 93))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 247) (:start . 245)\n (:id . 94))\n ((:tag . "CD") (:stem . "3/10") (:form . "3/10") (:end . 252) (:start . 248)\n (:id . 95))\n ((:tag . "NNS") (:stem . "helix") (:form . "helices") (:end . 260)\n (:start . 253) (:id . 96))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 261) (:start . 260)\n (:id . 97))\n ((:tag . "NNS") (:stem . "helix") (:form . "helices") (:end . 269)\n (:start . 262) (:id . 98))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 270) (:start . 269)\n (:id . 99))\n ((:tag . "NNS") (:stem . "strand") (:form . "strands") (:end . 278)\n (:start . 271) (:id . 100))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 279) (:start . 278)\n (:id . 101))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 282) (:start . 280)\n (:id . 102))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 286) (:start . 283)\n (:id . 103))\n ((:tag . "JJ") (:stem . "random") (:form . "random") (:end . 293)\n (:start . 287) (:id . 104))\n ((:tag . "NN") (:stem . "dataset") (:form . "dataset") (:end . 301)\n (:start . 294) (:id . 105))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 302) (:start . 301)\n (:id . 106)))@@@1@65@((:identifiers (:sid . :s13.83) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504296@unknown@formal@none@1@S@Assessing the predictive ability of the ELM structure filter@(((:tag . "VBG") (:stem . "assess") (:form . "Assessing") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 13) (:start . 10)\n (:id . 43))\n ((:tag . "JJ") (:stem . "predictive") (:form . "predictive") (:end . 24)\n (:start . 14) (:id . 44))\n ((:tag . "NN") (:stem . "ability") (:form . "ability") (:end . 32)\n (:start . 25) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 35) (:start . 33)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 39) (:start . 36)\n (:id . 47))\n ((:tag . "NNP") (:stem . "ELM") (:form . "ELM") (:end . 43) (:start . 40)\n (:id . 48))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 53)\n (:start . 44) (:id . 49))\n ((:tag . "NN") (:stem . "filter") (:form . "filter") (:end . 60)\n (:start . 54) (:id . 50)))@@@1@9@((:identifiers (:sid . :s13.84) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504297@unknown@formal@none@1@S@In order to assess the predictive ability of the ELM structure filter scoring scheme, we made use of five strategies, each introducing useful parameters for the evaluation of the discrimination power of our procedure: 1) we plotted ROC curves and calculated AUCs; 2) we assigned a p-value to predictions; 3) we built LM-specific background distributions; 4) we identified sparse/neutral/enriched score intervals; 5) we carried out a 5-fold cross validation in order to determine sensitivity, specificity and accuracy.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "order") (:form . "order") (:end . 8) (:start . 3)\n (:id . 43))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "VB") (:stem . "assess") (:form . "assess") (:end . 18)\n (:start . 12) (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 22) (:start . 19)\n (:id . 46))\n ((:tag . "JJ") (:stem . "predictive") (:form . "predictive") (:end . 33)\n (:start . 23) (:id . 47))\n ((:tag . "NN") (:stem . "ability") (:form . "ability") (:end . 41)\n (:start . 34) (:id . 48))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 44) (:start . 42)\n (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 48) (:start . 45)\n (:id . 50))\n ((:tag . "NNP") (:stem . "ELM") (:form . "ELM") (:end . 52) (:start . 49)\n (:id . 51))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 62)\n (:start . 53) (:id . 52))\n ((:tag . "NN") (:stem . "filter") (:form . "filter") (:end . 69)\n (:start . 63) (:id . 53))\n ((:tag . "VBG") (:stem . "score") (:form . "scoring") (:end . 77)\n (:start . 70) (:id . 54))\n ((:tag . 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"determine") (:end . 478)\n (:start . 469) (:id . 126))\n ((:tag . "NN") (:stem . "sensitivity") (:form . "sensitivity") (:end . 490)\n (:start . 479) (:id . 127))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 491) (:start . 490)\n (:id . 128))\n ((:tag . "NN") (:stem . "specificity") (:form . "specificity") (:end . 503)\n (:start . 492) (:id . 129))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 507) (:start . 504)\n (:id . 130))\n ((:tag . "NN") (:stem . "accuracy") (:form . "accuracy") (:end . 516)\n (:start . 508) (:id . 131))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 517) (:start . 516)\n (:id . 132)))@@@1@91@((:identifiers (:sid . :s13.85) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504298@unknown@formal@none@1@S@In order that the structure filter may be a useful guide to the ELM resource user, we propose that the values of the above-mentioned parameters are used as decision-making tools in evaluating the score of LM predictions.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "order") (:form . "order") (:end . 8) (:start . 3)\n (:id . 43))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 13) (:start . 9)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 17) (:start . 14)\n (:id . 45))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 27)\n (:start . 18) (:id . 46))\n ((:tag . "NN") (:stem . "filter") (:form . 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",") (:end . 82) (:start . 81)\n (:id . 58))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 85) (:start . 83)\n (:id . 59))\n ((:tag . "VBP") (:stem . "propose") (:form . "propose") (:end . 93)\n (:start . 86) (:id . 60))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 98) (:start . 94)\n (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 102) (:start . 99)\n (:id . 62))\n ((:tag . "NNS") (:stem . "value") (:form . "values") (:end . 109)\n (:start . 103) (:id . 63))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 112) (:start . 110)\n (:id . 64))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 116) (:start . 113)\n (:id . 65))\n ((:tag . "JJ") (:stem . "above-mentioned") (:form . "above-mentioned")\n (:end . 132) (:start . 117) (:id . 66))\n ((:tag . "NNS") (:stem . "parameter") (:form . "parameters") (:end . 143)\n (:start . 133) (:id . 67))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 147) (:start . 144)\n (:id . 68))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 152) (:start . 148)\n (:id . 69))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 155) (:start . 153)\n (:id . 70))\n ((:tag . "JJ") (:stem . "decision-making") (:form . "decision-making")\n (:end . 171) (:start . 156) (:id . 71))\n ((:tag . "NNS") (:stem . "tool") (:form . "tools") (:end . 177)\n (:start . 172) (:id . 72))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 180) (:start . 178)\n (:id . 73))\n ((:tag . "VBG") (:stem . "evaluate") (:form . "evaluating") (:end . 191)\n (:start . 181) (:id . 74))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 195) (:start . 192)\n (:id . 75))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 201)\n (:start . 196) (:id . 76))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 204) (:start . 202)\n (:id . 77))\n ((:tag . "NNP") (:stem . "LM") (:form . "LM") (:end . 207) (:start . 205)\n (:id . 78))\n ((:tag . "NNS") (:stem . "prediction") (:form . "predictions") (:end . 219)\n (:start . 208) (:id . 79))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 220) (:start . 219)\n (:id . 80)))@@@1@39@((:hcues ((:id . :x13.86.1) (:span 86 93)) ((:id . :x13.86.2) (:span 35 38)))\n (:hscopes ((:id . :x13.86.1) (:span 86 219))\n ((:id . :x13.86.2) (:span 35 81)))\n (:identifiers (:sid . :s13.86) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504299@unknown@formal@none@1@S@In particular, since having high accessibility and belonging to loop regions is not a prerogative of LMs alone and the random match dataset might in principle be "contaminated" by not yet annotated spurious true motifs, we suggest using as many indicators as possible in evaluating a prediction score and not relying on each single tool as a unique criterion for retaining/rejecting a prediction.@(((:tag . 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(:end . 396) (:start . 395)\n (:id . 109)))@@@1@68@((:hcues ((:id . :x13.87.1) (:span 223 230))\n ((:id . :x13.87.2) (:span 140 145)))\n (:hscopes ((:id . :x13.87.1) (:span 223 395))\n ((:id . :x13.87.2) (:span 115 218)))\n (:identifiers (:sid . :s13.87) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504300@unknown@formal@none@1@S@In order to establish if one score is more discriminative than the others, we assigned an accessibility score (Qacc), a secondary structure score (Qsse) and a combined score (Qand = Qacc + Qsse) to the true positive instances of our dataset and to the random matches of the random dataset, plotted cumulative score distributions and ROC curves and calculated the area under the ROC curves (AUCs).@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "order") (:form . "order") (:end . 8) (:start . 3)\n (:id . 43))\n ((:tag . "TO") (:stem . 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"(") (:end . 390) (:start . 389)\n (:id . 116))\n ((:tag . "NNP") (:stem . "AUC") (:form . "AUCs") (:end . 394) (:start . 390)\n (:id . 117))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 395) (:start . 394)\n (:id . 118))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 396) (:start . 395)\n (:id . 119)))@@@1@78@((:hcues ((:id . :x13.88.1) (:span 22 24)))\n (:hscopes ((:id . :x13.88.1) (:span 22 73)))\n (:identifiers (:sid . :s13.88) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504301@unknown@formal@none@1@S@In calculating the ROC curves, we assumed that random matches are all negative matches.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBG") (:stem . "calculate") (:form . "calculating") (:end . 14)\n (:start . 3) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 18) (:start . 15)\n (:id . 44))\n ((:tag . "NNP") (:stem . "ROC") (:form . "ROC") (:end . 22) (:start . 19)\n (:id . 45))\n ((:tag . "NNS") (:stem . "curve") (:form . "curves") (:end . 29)\n (:start . 23) (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 30) (:start . 29)\n (:id . 47))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 33) (:start . 31)\n (:id . 48))\n ((:tag . "VBD") (:stem . "assume") (:form . "assumed") (:end . 41)\n (:start . 34) (:id . 49))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 46) (:start . 42)\n (:id . 50))\n ((:tag . "JJ") (:stem . "random") (:form . "random") (:end . 53)\n (:start . 47) (:id . 51))\n ((:tag . "NNS") (:stem . "match") (:form . "matches") (:end . 61)\n (:start . 54) (:id . 52))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 65) (:start . 62)\n (:id . 53))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 69) (:start . 66)\n (:id . 54))\n ((:tag . "JJ") (:stem . "negative") (:form . "negative") (:end . 78)\n (:start . 70) (:id . 55))\n ((:tag . "NNS") (:stem . "match") (:form . "matches") (:end . 86)\n (:start . 79) (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 87) (:start . 86)\n (:id . 57)))@@@1@16@((:hcues ((:id . :x13.89.1) (:span 34 41)))\n (:hscopes ((:id . :x13.89.1) (:span 34 86)))\n (:identifiers (:sid . :s13.89) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504302@unknown@formal@none@1@S@Figure 4 shows that the cumulative distribution of true motifs is clearly separated from that of random matches for each score type.@(((:tag . "NN") (:stem . "figure") (:form . "Figure") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "CD") (:stem . "4") (:form . "4") (:end . 8) (:start . 7)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "show") (:form . "shows") (:end . 14) (:start . 9)\n (:id . 44))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 19) (:start . 15)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . 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"that") (:end . 93) (:start . 89)\n (:id . 56))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 96) (:start . 94)\n (:id . 57))\n ((:tag . "JJ") (:stem . "random") (:form . "random") (:end . 103)\n (:start . 97) (:id . 58))\n ((:tag . "NNS") (:stem . "match") (:form . "matches") (:end . 111)\n (:start . 104) (:id . 59))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 115) (:start . 112)\n (:id . 60))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 120) (:start . 116)\n (:id . 61))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 126)\n (:start . 121) (:id . 62))\n ((:tag . "NN") (:stem . "type") (:form . "type") (:end . 131) (:start . 127)\n (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 132) (:start . 131)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s13.90) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504303@unknown@formal@none@1@S@Moreover, the ROC curves (Figure 5) show that all three score types are able to discriminate between the true motif and random match sets and that both Qacc and Qand perform better than Qsse; the AUC values for the three scores are 0.73 (Qacc), 0.66 (Qsse) and 0.72 (Qand); notice that, even though the AUC for Qand is slightly lower than that of Qacc, Qand performs similarly or better than Qacc in the range corresponding to the 20% of the ROC x-axis values.@(((:tag . "RB") (:stem . "moreover") (:form . "Moreover") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 9) (:start . 8) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 13) (:start . 10)\n (:id . 44))\n ((:tag . "NNP") (:stem . "ROC") (:form . 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(:end . 460) (:start . 459)\n (:id . 140)))@@@1@99@((:identifiers (:sid . :s13.91) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504304@unknown@formal@none@1@S@Cumulative score distributions. a) The cumulative distribution of (a) Qacc, (b) Qsse, and (c) Qand = Qacc + Qsse scores calculated for true motif matches (true motifs), and for random matches (random matches) in non-wildcard positions.@(((:tag . "JJ") (:stem . "cumulative") (:form . "Cumulative") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 16) (:start . 11)\n (:id . 43))\n ((:tag . "NN") (:stem . "distributions.") (:form . "distributions.")\n (:end . 31) (:start . 17) (:id . 44))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 33) (:start . 32)\n (:id . 45))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 34) (:start . 33)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . 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"non-wildcard") (:form . "non-wildcard") (:end . 224)\n (:start . 212) (:id . 90))\n ((:tag . "NNS") (:stem . "position") (:form . "positions") (:end . 234)\n (:start . 225) (:id . 91))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 235) (:start . 234)\n (:id . 92)))@@@1@51@((:identifiers (:sid . :s13.92) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504305@unknown@formal@none@1@S@Red dashed lines indicate the percentile cut-off ensuring that the lower 40% random matches fall in the "sparse" bin.@(((:tag . "JJ") (:stem . "red") (:form . "Red") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "dashed") (:form . "dashed") (:end . 10) (:start . 4)\n (:id . 43))\n ((:tag . "NNS") (:stem . "line") (:form . "lines") (:end . 16) (:start . 11)\n (:id . 44))\n ((:tag . "VBP") (:stem . "indicate") (:form . "indicate") (:end . 25)\n (:start . 17) (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . 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"VBP") (:stem . "fall") (:form . "fall") (:end . 96) (:start . 92)\n (:id . 57))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 99) (:start . 97)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 103) (:start . 100)\n (:id . 59))\n ((:tag . "``") (:stem . "``") (:form . "“") (:end . 105) (:start . 104)\n (:id . 60))\n ((:tag . "JJ") (:stem . "sparse") (:form . "sparse") (:end . 111)\n (:start . 105) (:id . 61))\n ((:tag . "''") (:stem . "''") (:form . "”") (:end . 112) (:start . 111)\n (:id . 62))\n ((:tag . "NN") (:stem . "bin") (:form . "bin") (:end . 116) (:start . 113)\n (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 117) (:start . 116)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s13.93) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504306@unknown@formal@none@1@S@The consequent percentage of true motifs falling in the "sparse" bin is about 15% (accessibility) and 20% (secondary structure).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "consequent") (:form . "consequent") (:end . 14)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "percentage") (:form . "percentage") (:end . 25)\n (:start . 15) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 28) (:start . 26)\n (:id . 45))\n ((:tag . "JJ") (:stem . "true") (:form . "true") (:end . 33) (:start . 29)\n (:id . 46))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 40)\n (:start . 34) (:id . 47))\n ((:tag . "VBG") (:stem . "fall") (:form . "falling") (:end . 48)\n (:start . 41) (:id . 48))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 51) (:start . 49)\n (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 55) (:start . 52)\n (:id . 50))\n ((:tag . "``") (:stem . "``") (:form . "“") (:end . 57) (:start . 56)\n (:id . 51))\n ((:tag . "JJ") (:stem . "sparse") (:form . "sparse") (:end . 63)\n (:start . 57) (:id . 52))\n ((:tag . "''") (:stem . "''") (:form . "”") (:end . 64) (:start . 63)\n (:id . 53))\n ((:tag . "NN") (:stem . "bin") (:form . "bin") (:end . 68) (:start . 65)\n (:id . 54))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 71) (:start . 69)\n (:id . 55))\n ((:tag . "RB") (:stem . "about") (:form . "about") (:end . 77) (:start . 72)\n (:id . 56))\n ((:tag . "CD") (:stem . "15") (:form . "15") (:end . 80) (:start . 78)\n (:id . 57))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 81) (:start . 80)\n (:id . 58))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 83) (:start . 82)\n (:id . 59))\n ((:tag . "NN") (:stem . "accessibility") (:form . "accessibility")\n (:end . 96) (:start . 83) (:id . 60))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 97) (:start . 96)\n (:id . 61))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 101) (:start . 98)\n (:id . 62))\n ((:tag . "CD") (:stem . "20") (:form . "20") (:end . 104) (:start . 102)\n (:id . 63))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 105) (:start . 104)\n (:id . 64))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 107) (:start . 106)\n (:id . 65))\n ((:tag . "JJ") (:stem . "secondary") (:form . "secondary") (:end . 116)\n (:start . 107) (:id . 66))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 126)\n (:start . 117) (:id . 67))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 127) (:start . 126)\n (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 128) (:start . 127)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s13.94) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504307@unknown@formal@none@1@S@This cut-off corresponds to Qacc~0.3 and Qsse~0.7.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "cut-off") (:form . "cut-off") (:end . 12)\n (:start . 5) (:id . 43))\n ((:tag . "VBZ") (:stem . "correspond") (:form . "corresponds") (:end . 24)\n (:start . 13) (:id . 44))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 27) (:start . 25)\n (:id . 45))\n ((:tag . "NNP") (:stem . "Qacc~0.3") (:form . "Qacc~0.3") (:end . 36)\n (:start . 28) (:id . 46))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 40) (:start . 37)\n (:id . 47))\n ((:tag . "NNP") (:stem . "Qsse~0.7") (:form . "Qsse~0.7") (:end . 49)\n (:start . 41) (:id . 48))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 50) (:start . 49)\n (:id . 49)))@@@1@8@((:identifiers (:sid . :s13.95) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504308@unknown@formal@none@1@S@Black dotted lines indicate the percentile cut-off that guarantees that the enriched bin collects at least the top 30% true motifs.@(((:tag . "JJ") (:stem . "black") (:form . "Black") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "VBN") (:stem . "dot") (:form . "dotted") (:end . 12) (:start . 6)\n (:id . 43))\n ((:tag . "NNS") (:stem . "line") (:form . "lines") (:end . 18) (:start . 13)\n (:id . 44))\n ((:tag . "VBP") (:stem . "indicate") (:form . "indicate") (:end . 27)\n (:start . 19) (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 31) (:start . 28)\n (:id . 46))\n ((:tag . "NN") (:stem . "percentile") (:form . "percentile") (:end . 42)\n (:start . 32) (:id . 47))\n ((:tag . "NN") (:stem . "cut-off") (:form . "cut-off") (:end . 50)\n (:start . 43) (:id . 48))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 55) (:start . 51)\n (:id . 49))\n ((:tag . "VBZ") (:stem . "guarantee") (:form . "guarantees") (:end . 66)\n (:start . 56) (:id . 50))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 71) (:start . 67)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 75) (:start . 72)\n (:id . 52))\n ((:tag . "VBN") (:stem . "enrich") (:form . "enriched") (:end . 84)\n (:start . 76) (:id . 53))\n ((:tag . "NN") (:stem . "bin") (:form . "bin") (:end . 88) (:start . 85)\n (:id . 54))\n ((:tag . "VBZ") (:stem . "collect") (:form . "collects") (:end . 97)\n (:start . 89) (:id . 55))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 100) (:start . 98)\n (:id . 56))\n ((:tag . "JJS") (:stem . "least") (:form . "least") (:end . 106)\n (:start . 101) (:id . 57))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 110) (:start . 107)\n (:id . 58))\n ((:tag . "JJ") (:stem . "top") (:form . "top") (:end . 114) (:start . 111)\n (:id . 59))\n ((:tag . "CD") (:stem . "30") (:form . "30") (:end . 117) (:start . 115)\n (:id . 60))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 118) (:start . 117)\n (:id . 61))\n ((:tag . "JJ") (:stem . "true") (:form . "true") (:end . 123) (:start . 119)\n (:id . 62))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 130)\n (:start . 124) (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 131) (:start . 130)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s13.96) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504309@unknown@formal@none@1@S@This cut-off corresponds to Qacc = 0.76, Qsse = 1.5, and Qand = 2.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "cut-off") (:form . "cut-off") (:end . 12)\n (:start . 5) (:id . 43))\n ((:tag . "VBZ") (:stem . "correspond") (:form . "corresponds") (:end . 24)\n (:start . 13) (:id . 44))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 27) (:start . 25)\n (:id . 45))\n ((:tag . "NNP") (:stem . "Qacc") (:form . "Qacc") (:end . 32) (:start . 28)\n (:id . 46))\n ((:tag . "SYM") (:stem . "=") (:form . "=") (:end . 34) (:start . 33)\n (:id . 47))\n ((:tag . "CD") (:stem . "0.76") (:form . "0.76") (:end . 39) (:start . 35)\n (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 40) (:start . 39)\n (:id . 49))\n ((:tag . "NNP") (:stem . "Qsse") (:form . "Qsse") (:end . 45) (:start . 41)\n (:id . 50))\n ((:tag . "SYM") (:stem . "=") (:form . "=") (:end . 47) (:start . 46)\n (:id . 51))\n ((:tag . "CD") (:stem . "1.5") (:form . "1.5") (:end . 51) (:start . 48)\n (:id . 52))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 52) (:start . 51)\n (:id . 53))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 56) (:start . 53)\n (:id . 54))\n ((:tag . "NNP") (:stem . "Qand") (:form . "Qand") (:end . 61) (:start . 57)\n (:id . 55))\n ((:tag . "SYM") (:stem . "=") (:form . "=") (:end . 63) (:start . 62)\n (:id . 56))\n ((:tag . "CD") (:stem . "2") (:form . "2") (:end . 65) (:start . 64)\n (:id . 57))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 66) (:start . 65)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s13.97) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504310@unknown@formal@none@1@S@Qacc, Qsse and Qand = Qacc+ Qsse ROC curves.@(((:tag . "NNP") (:stem . "Qacc") (:form . "Qacc") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 5) (:start . 4) (:id . 43))\n ((:tag . "NNP") (:stem . "Qsse") (:form . "Qsse") (:end . 10) (:start . 6)\n (:id . 44))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 14) (:start . 11)\n (:id . 45))\n ((:tag . "NNP") (:stem . "Qand") (:form . "Qand") (:end . 19) (:start . 15)\n (:id . 46))\n ((:tag . "NNP") (:stem . "=") (:form . "=") (:end . 21) (:start . 20)\n (:id . 47))\n ((:tag . "NNP") (:stem . "Qacc+") (:form . "Qacc+") (:end . 27) (:start . 22)\n (:id . 48))\n ((:tag . "NNP") (:stem . "Qsse") (:form . "Qsse") (:end . 32) (:start . 28)\n (:id . 49))\n ((:tag . "NNP") (:stem . "ROC") (:form . "ROC") (:end . 36) (:start . 33)\n (:id . 50))\n ((:tag . "NNS") (:stem . "curve") (:form . "curves") (:end . 43)\n (:start . 37) (:id . 51))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 44) (:start . 43)\n (:id . 52)))@@@1@11@((:identifiers (:sid . :s13.98) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504311@unknown@formal@none@1@S@We determined the distribution of random matches and use it to assign a p-value to the score of each ELM prediction.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "determine") (:form . "determined") (:end . 13)\n (:start . 3) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 17) (:start . 14)\n (:id . 44))\n ((:tag . "NN") (:stem . "distribution") (:form . "distribution") (:end . 30)\n (:start . 18) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 33) (:start . 31)\n (:id . 46))\n ((:tag . "JJ") (:stem . "random") (:form . "random") (:end . 40)\n (:start . 34) (:id . 47))\n ((:tag . "NNS") (:stem . "match") (:form . "matches") (:end . 48)\n (:start . 41) (:id . 48))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 52) (:start . 49)\n (:id . 49))\n ((:tag . "VB") (:stem . "use") (:form . "use") (:end . 56) (:start . 53)\n (:id . 50))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 59) (:start . 57)\n (:id . 51))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 62) (:start . 60)\n (:id . 52))\n ((:tag . "VB") (:stem . "assign") (:form . "assign") (:end . 69)\n (:start . 63) (:id . 53))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 71) (:start . 70)\n (:id . 54))\n ((:tag . "NN") (:stem . "p-value") (:form . "p-value") (:end . 79)\n (:start . 72) (:id . 55))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 82) (:start . 80)\n (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 86) (:start . 83)\n (:id . 57))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 92) (:start . 87)\n (:id . 58))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 95) (:start . 93)\n (:id . 59))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 100) (:start . 96)\n (:id . 60))\n ((:tag . "NNP") (:stem . "ELM") (:form . "ELM") (:end . 104) (:start . 101)\n (:id . 61))\n ((:tag . "NN") (:stem . "prediction") (:form . "prediction") (:end . 115)\n (:start . 105) (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 116) (:start . 115)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s13.99) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504312@unknown@formal@none@1@S@This p-value, which is implemented both in the Web Server and in the Web Service, is calculated using a Z-test and is a conservative estimate of the probability that a LM prediction with a given score is a true positive; more specifically it is the probability of obtaining a random match with a score at least as high as the one that was actually observed, and therefore we expect it to be very stringent.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "p-value") (:form . "p-value") (:end . 12)\n (:start . 5) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 13) (:start . 12)\n (:id . 44))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 19) (:start . 14)\n (:id . 45))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 22) (:start . 20)\n (:id . 46))\n ((:tag . "VBN") (:stem . "implement") (:form . "implemented") (:end . 34)\n (:start . 23) (:id . 47))\n ((:tag . "CC") (:stem . "both") (:form . "both") (:end . 39) (:start . 35)\n (:id . 48))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 42) (:start . 40)\n (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 46) (:start . 43)\n (:id . 50))\n ((:tag . "NNP") (:stem . "Web") (:form . "Web") (:end . 50) (:start . 47)\n (:id . 51))\n ((:tag . "NNP") (:stem . "Server") (:form . "Server") (:end . 57)\n (:start . 51) (:id . 52))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 61) (:start . 58)\n (:id . 53))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 64) (:start . 62)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 68) (:start . 65)\n (:id . 55))\n ((:tag . "NNP") (:stem . "Web") (:form . "Web") (:end . 72) (:start . 69)\n (:id . 56))\n ((:tag . "NNP") (:stem . "Service") (:form . "Service") (:end . 80)\n (:start . 73) (:id . 57))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 81) (:start . 80)\n (:id . 58))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 84) (:start . 82)\n (:id . 59))\n ((:tag . "VBN") (:stem . "calculate") (:form . "calculated") (:end . 95)\n (:start . 85) (:id . 60))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 101) (:start . 96)\n (:id . 61))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 103) (:start . 102)\n (:id . 62))\n ((:tag . "NNP") (:stem . "Z-test") (:form . "Z-test") (:end . 110)\n (:start . 104) (:id . 63))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 114) (:start . 111)\n (:id . 64))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 117) (:start . 115)\n (:id . 65))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 119) (:start . 118)\n (:id . 66))\n ((:tag . "JJ") (:stem . "conservative") (:form . "conservative") (:end . 132)\n (:start . 120) (:id . 67))\n ((:tag . "NN") (:stem . "estimate") (:form . "estimate") (:end . 141)\n (:start . 133) (:id . 68))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 144) (:start . 142)\n (:id . 69))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 148) (:start . 145)\n (:id . 70))\n ((:tag . "NN") (:stem . "probability") (:form . "probability") (:end . 160)\n (:start . 149) (:id . 71))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 165) (:start . 161)\n (:id . 72))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 167) (:start . 166)\n (:id . 73))\n ((:tag . "NNP") (:stem . "LM") (:form . "LM") (:end . 170) (:start . 168)\n (:id . 74))\n ((:tag . "NN") (:stem . "prediction") (:form . "prediction") (:end . 181)\n (:start . 171) (:id . 75))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 186) (:start . 182)\n (:id . 76))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 188) (:start . 187)\n (:id . 77))\n ((:tag . "VBN") (:stem . "give") (:form . "given") (:end . 194)\n (:start . 189) (:id . 78))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 200)\n (:start . 195) (:id . 79))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 203) (:start . 201)\n (:id . 80))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 205) (:start . 204)\n (:id . 81))\n ((:tag . "JJ") (:stem . "true") (:form . "true") (:end . 210) (:start . 206)\n (:id . 82))\n ((:tag . "JJ") (:stem . "positive") (:form . "positive") (:end . 219)\n (:start . 211) (:id . 83))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 220) (:start . 219)\n (:id . 84))\n ((:tag . "RBR") (:stem . "more") (:form . "more") (:end . 225) (:start . 221)\n (:id . 85))\n ((:tag . "RB") (:stem . "specifically") (:form . "specifically") (:end . 238)\n (:start . 226) (:id . 86))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 241) (:start . 239)\n (:id . 87))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 244) (:start . 242)\n (:id . 88))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 248) (:start . 245)\n (:id . 89))\n ((:tag . "NN") (:stem . "probability") (:form . "probability") (:end . 260)\n (:start . 249) (:id . 90))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 263) (:start . 261)\n (:id . 91))\n ((:tag . "VBG") (:stem . "obtain") (:form . "obtaining") (:end . 273)\n (:start . 264) (:id . 92))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 275) (:start . 274)\n (:id . 93))\n ((:tag . "JJ") (:stem . "random") (:form . "random") (:end . 282)\n (:start . 276) (:id . 94))\n ((:tag . "NN") (:stem . "match") (:form . "match") (:end . 288)\n (:start . 283) (:id . 95))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 293) (:start . 289)\n (:id . 96))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 295) (:start . 294)\n (:id . 97))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 301)\n (:start . 296) (:id . 98))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 304) (:start . 302)\n (:id . 99))\n ((:tag . "JJS") (:stem . "least") (:form . "least") (:end . 310)\n (:start . 305) (:id . 100))\n ((:tag . "RB") (:stem . "as") (:form . "as") (:end . 313) (:start . 311)\n (:id . 101))\n ((:tag . "JJ") (:stem . "high") (:form . "high") (:end . 318) (:start . 314)\n (:id . 102))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 321) (:start . 319)\n (:id . 103))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 325) (:start . 322)\n (:id . 104))\n ((:tag . "NN") (:stem . "one") (:form . "one") (:end . 329) (:start . 326)\n (:id . 105))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 334) (:start . 330)\n (:id . 106))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 338) (:start . 335)\n (:id . 107))\n ((:tag . "RB") (:stem . "actually") (:form . "actually") (:end . 347)\n (:start . 339) (:id . 108))\n ((:tag . "VBN") (:stem . "observe") (:form . "observed") (:end . 356)\n (:start . 348) (:id . 109))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 357) (:start . 356)\n (:id . 110))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 361) (:start . 358)\n (:id . 111))\n ((:tag . "RB") (:stem . "therefore") (:form . "therefore") (:end . 371)\n (:start . 362) (:id . 112))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 374) (:start . 372)\n (:id . 113))\n ((:tag . "VBP") (:stem . "expect") (:form . "expect") (:end . 381)\n (:start . 375) (:id . 114))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 384) (:start . 382)\n (:id . 115))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 387) (:start . 385)\n (:id . 116))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 390) (:start . 388)\n (:id . 117))\n ((:tag . "RB") (:stem . "very") (:form . "very") (:end . 395) (:start . 391)\n (:id . 118))\n ((:tag . "JJ") (:stem . "stringent") (:form . "stringent") (:end . 405)\n (:start . 396) (:id . 119))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 406) (:start . 405)\n (:id . 120)))@@@1@79@((:hcues ((:id . :x13.100.1) (:span 375 381)))\n (:hscopes ((:id . :x13.100.1) (:span 375 405)))\n (:identifiers (:sid . :s13.100) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504313@unknown@formal@none@1@S@Due to the paucity of true motif instance data, we cannot build a true motif score distribution for each ELM motif (and therefore we cannot build a LM-specific structure filter yet) and compare it to the corresponding random motif score distribution.@(((:tag . "JJ") (:stem . "due") (:form . "Due") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 6) (:start . 4)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 10) (:start . 7)\n (:id . 44))\n ((:tag . "NN") (:stem . "paucity") (:form . "paucity") (:end . 18)\n (:start . 11) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 21) (:start . 19)\n (:id . 46))\n ((:tag . "JJ") (:stem . "true") (:form . "true") (:end . 26) (:start . 22)\n (:id . 47))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 32) (:start . 27)\n (:id . 48))\n ((:tag . "NN") (:stem . "instance") (:form . "instance") (:end . 41)\n (:start . 33) (:id . 49))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 46) (:start . 42)\n (:id . 50))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 47) (:start . 46)\n (:id . 51))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 50) (:start . 48)\n (:id . 52))\n ((:tag . "VBP") (:stem . "cannot") (:form . "cannot") (:end . 57)\n (:start . 51) (:id . 53))\n ((:tag . "VB") (:stem . "build") (:form . "build") (:end . 63) (:start . 58)\n (:id . 54))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 65) (:start . 64)\n (:id . 55))\n ((:tag . "JJ") (:stem . "true") (:form . "true") (:end . 70) (:start . 66)\n (:id . 56))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 76) (:start . 71)\n (:id . 57))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 82) (:start . 77)\n (:id . 58))\n ((:tag . "NN") (:stem . "distribution") (:form . "distribution") (:end . 95)\n (:start . 83) (:id . 59))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 99) (:start . 96)\n (:id . 60))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 104) (:start . 100)\n (:id . 61))\n ((:tag . "NNP") (:stem . "ELM") (:form . "ELM") (:end . 108) (:start . 105)\n (:id . 62))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 114)\n (:start . 109) (:id . 63))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 116) (:start . 115)\n (:id . 64))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 119) (:start . 116)\n (:id . 65))\n ((:tag . "RB") (:stem . "therefore") (:form . "therefore") (:end . 129)\n (:start . 120) (:id . 66))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 132) (:start . 130)\n (:id . 67))\n ((:tag . "VBP") (:stem . "cannot") (:form . "cannot") (:end . 139)\n (:start . 133) (:id . 68))\n ((:tag . "VB") (:stem . "build") (:form . "build") (:end . 145)\n (:start . 140) (:id . 69))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 147) (:start . 146)\n (:id . 70))\n ((:tag . "JJ") (:stem . "lm-specific") (:form . "LM-specific") (:end . 159)\n (:start . 148) (:id . 71))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 169)\n (:start . 160) (:id . 72))\n ((:tag . "NN") (:stem . "filter") (:form . "filter") (:end . 176)\n (:start . 170) (:id . 73))\n ((:tag . "RB") (:stem . "yet") (:form . "yet") (:end . 180) (:start . 177)\n (:id . 74))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 181) (:start . 180)\n (:id . 75))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 185) (:start . 182)\n (:id . 76))\n ((:tag . "VBP") (:stem . "compare") (:form . "compare") (:end . 193)\n (:start . 186) (:id . 77))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 196) (:start . 194)\n (:id . 78))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 199) (:start . 197)\n (:id . 79))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 203) (:start . 200)\n (:id . 80))\n ((:tag . "VBG") (:stem . "correspond") (:form . "corresponding") (:end . 217)\n (:start . 204) (:id . 81))\n ((:tag . "JJ") (:stem . "random") (:form . "random") (:end . 224)\n (:start . 218) (:id . 82))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 230)\n (:start . 225) (:id . 83))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 236)\n (:start . 231) (:id . 84))\n ((:tag . "NN") (:stem . "distribution") (:form . "distribution") (:end . 249)\n (:start . 237) (:id . 85))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 250) (:start . 249)\n (:id . 86)))@@@1@45@((:identifiers (:sid . :s13.101) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504314@unknown@formal@none@1@S@However, we built, and displayed in the ELM web server output page, LM-specific random score distributions (as described in Methods) in order to use them as background score contexts, telling the users something about the average behavior (in terms of accessibility, secondary structure and combined scores), on a large dataset of structures, of each single LM.@(((:tag . "RB") (:stem . "however") (:form . "However") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "VBD") (:stem . "build") (:form . "built") (:end . 17) (:start . 12)\n (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 18) (:start . 17)\n (:id . 46))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 22) (:start . 19)\n (:id . 47))\n ((:tag . "VBN") (:stem . "display") (:form . "displayed") (:end . 32)\n (:start . 23) (:id . 48))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 35) (:start . 33)\n (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 39) (:start . 36)\n (:id . 50))\n ((:tag . "NNP") (:stem . "ELM") (:form . "ELM") (:end . 43) (:start . 40)\n (:id . 51))\n ((:tag . "NN") (:stem . "web") (:form . "web") (:end . 47) (:start . 44)\n (:id . 52))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 54)\n (:start . 48) (:id . 53))\n ((:tag . "NN") (:stem . "output") (:form . "output") (:end . 61)\n (:start . 55) (:id . 54))\n ((:tag . "NN") (:stem . "page") (:form . "page") (:end . 66) (:start . 62)\n (:id . 55))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 67) (:start . 66)\n (:id . 56))\n ((:tag . "JJ") (:stem . "lm-specific") (:form . "LM-specific") (:end . 79)\n (:start . 68) (:id . 57))\n ((:tag . "JJ") (:stem . "random") (:form . "random") (:end . 86)\n (:start . 80) (:id . 58))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 92) (:start . 87)\n (:id . 59))\n ((:tag . "NNS") (:stem . "distribution") (:form . "distributions")\n (:end . 106) (:start . 93) (:id . 60))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 108) (:start . 107)\n (:id . 61))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 110) (:start . 108)\n (:id . 62))\n ((:tag . "VBN") (:stem . "describe") (:form . "described") (:end . 120)\n (:start . 111) (:id . 63))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 123) (:start . 121)\n (:id . 64))\n ((:tag . "NNP") (:stem . "Method") (:form . "Methods") (:end . 131)\n (:start . 124) (:id . 65))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 132) (:start . 131)\n (:id . 66))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 135) (:start . 133)\n (:id . 67))\n ((:tag . "NN") (:stem . "order") (:form . "order") (:end . 141)\n (:start . 136) (:id . 68))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 144) (:start . 142)\n (:id . 69))\n ((:tag . "VB") (:stem . "use") (:form . "use") (:end . 148) (:start . 145)\n (:id . 70))\n ((:tag . "PRP") (:stem . "them") (:form . "them") (:end . 153) (:start . 149)\n (:id . 71))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 156) (:start . 154)\n (:id . 72))\n ((:tag . "NN") (:stem . "background") (:form . "background") (:end . 167)\n (:start . 157) (:id . 73))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 173)\n (:start . 168) (:id . 74))\n ((:tag . "NNS") (:stem . "context") (:form . "contexts") (:end . 182)\n (:start . 174) (:id . 75))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 183) (:start . 182)\n (:id . 76))\n ((:tag . "VBG") (:stem . "tell") (:form . "telling") (:end . 191)\n (:start . 184) (:id . 77))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 195) (:start . 192)\n (:id . 78))\n ((:tag . "NNS") (:stem . "user") (:form . "users") (:end . 201)\n (:start . 196) (:id . 79))\n ((:tag . "NN") (:stem . "something") (:form . "something") (:end . 211)\n (:start . 202) (:id . 80))\n ((:tag . "IN") (:stem . "about") (:form . "about") (:end . 217)\n (:start . 212) (:id . 81))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 221) (:start . 218)\n (:id . 82))\n ((:tag . "JJ") (:stem . "average") (:form . "average") (:end . 229)\n (:start . 222) (:id . 83))\n ((:tag . "NN") (:stem . "behavior") (:form . "behavior") (:end . 238)\n (:start . 230) (:id . 84))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 240) (:start . 239)\n (:id . 85))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 242) (:start . 240)\n (:id . 86))\n ((:tag . "NNS") (:stem . "term") (:form . "terms") (:end . 248)\n (:start . 243) (:id . 87))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 251) (:start . 249)\n (:id . 88))\n ((:tag . "NN") (:stem . "accessibility") (:form . "accessibility")\n (:end . 265) (:start . 252) (:id . 89))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 266) (:start . 265)\n (:id . 90))\n ((:tag . "JJ") (:stem . "secondary") (:form . "secondary") (:end . 276)\n (:start . 267) (:id . 91))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 286)\n (:start . 277) (:id . 92))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 290) (:start . 287)\n (:id . 93))\n ((:tag . "VBN") (:stem . "combine") (:form . "combined") (:end . 299)\n (:start . 291) (:id . 94))\n ((:tag . "NNS") (:stem . "score") (:form . "scores") (:end . 306)\n (:start . 300) (:id . 95))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 307) (:start . 306)\n (:id . 96))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 308) (:start . 307)\n (:id . 97))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 311) (:start . 309)\n (:id . 98))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 313) (:start . 312)\n (:id . 99))\n ((:tag . "JJ") (:stem . "large") (:form . "large") (:end . 319)\n (:start . 314) (:id . 100))\n ((:tag . "NN") (:stem . "dataset") (:form . "dataset") (:end . 327)\n (:start . 320) (:id . 101))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 330) (:start . 328)\n (:id . 102))\n ((:tag . "NNS") (:stem . "structure") (:form . "structures") (:end . 341)\n (:start . 331) (:id . 103))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 342) (:start . 341)\n (:id . 104))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 345) (:start . 343)\n (:id . 105))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 350) (:start . 346)\n (:id . 106))\n ((:tag . "JJ") (:stem . "single") (:form . "single") (:end . 357)\n (:start . 351) (:id . 107))\n ((:tag . "NNP") (:stem . "LM") (:form . "LM") (:end . 360) (:start . 358)\n (:id . 108))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 361) (:start . 360)\n (:id . 109)))@@@1@68@((:identifiers (:sid . :s13.102) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504315@unknown@formal@none@1@S@These background distributions are only intended as a supplementary guideline for the web users to evaluate whether or not the score assigned to a LM match is reasonably higher than the random match score average for that LM.@(((:tag . "DT") (:stem . "these") (:form . "These") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "background") (:form . "background") (:end . 16)\n (:start . 6) (:id . 43))\n ((:tag . "NNS") (:stem . "distribution") (:form . "distributions")\n (:end . 30) (:start . 17) (:id . 44))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 34) (:start . 31)\n (:id . 45))\n ((:tag . "RB") (:stem . "only") (:form . "only") (:end . 39) (:start . 35)\n (:id . 46))\n ((:tag . "JJ") (:stem . "intended") (:form . "intended") (:end . 48)\n (:start . 40) (:id . 47))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 51) (:start . 49)\n (:id . 48))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 53) (:start . 52)\n (:id . 49))\n ((:tag . "JJ") (:stem . "supplementary") (:form . "supplementary")\n (:end . 67) (:start . 54) (:id . 50))\n ((:tag . "NN") (:stem . "guideline") (:form . "guideline") (:end . 77)\n (:start . 68) (:id . 51))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 81) (:start . 78)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 85) (:start . 82)\n (:id . 53))\n ((:tag . "NN") (:stem . "web") (:form . "web") (:end . 89) (:start . 86)\n (:id . 54))\n ((:tag . "NNS") (:stem . "user") (:form . "users") (:end . 95) (:start . 90)\n (:id . 55))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 98) (:start . 96)\n (:id . 56))\n ((:tag . "VB") (:stem . "evaluate") (:form . "evaluate") (:end . 107)\n (:start . 99) (:id . 57))\n ((:tag . "IN") (:stem . "whether") (:form . "whether") (:end . 115)\n (:start . 108) (:id . 58))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 118) (:start . 116)\n (:id . 59))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 122) (:start . 119)\n (:id . 60))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 126) (:start . 123)\n (:id . 61))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 132)\n (:start . 127) (:id . 62))\n ((:tag . "VBN") (:stem . "assign") (:form . "assigned") (:end . 141)\n (:start . 133) (:id . 63))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 144) (:start . 142)\n (:id . 64))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 146) (:start . 145)\n (:id . 65))\n ((:tag . "NNP") (:stem . "LM") (:form . "LM") (:end . 149) (:start . 147)\n (:id . 66))\n ((:tag . "NN") (:stem . "match") (:form . "match") (:end . 155)\n (:start . 150) (:id . 67))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 158) (:start . 156)\n (:id . 68))\n ((:tag . "RB") (:stem . "reasonably") (:form . "reasonably") (:end . 169)\n (:start . 159) (:id . 69))\n ((:tag . "JJR") (:stem . "high") (:form . "higher") (:end . 176)\n (:start . 170) (:id . 70))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 181) (:start . 177)\n (:id . 71))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 185) (:start . 182)\n (:id . 72))\n ((:tag . "JJ") (:stem . "random") (:form . "random") (:end . 192)\n (:start . 186) (:id . 73))\n ((:tag . "NN") (:stem . "match") (:form . "match") (:end . 198)\n (:start . 193) (:id . 74))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 204)\n (:start . 199) (:id . 75))\n ((:tag . "NN") (:stem . "average") (:form . "average") (:end . 212)\n (:start . 205) (:id . 76))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 216) (:start . 213)\n (:id . 77))\n ((:tag . "DT") (:stem . "that") (:form . "that") (:end . 221) (:start . 217)\n (:id . 78))\n ((:tag . "NNP") (:stem . "LM") (:form . "LM") (:end . 224) (:start . 222)\n (:id . 79))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 225) (:start . 224)\n (:id . 80)))@@@1@39@((:hcues ((:id . :x13.103.1) (:span 108 122)))\n (:hscopes ((:id . :x13.103.1) (:span 108 224)))\n (:identifiers (:sid . :s13.103) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504316@unknown@formal@none@1@S@The background score distributions for 103/112 motifs are shown in the additional file 4 (Figure S3).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "background") (:form . "background") (:end . 14)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 20) (:start . 15)\n (:id . 44))\n ((:tag . "NNS") (:stem . "distribution") (:form . "distributions")\n (:end . 34) (:start . 21) (:id . 45))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 38) (:start . 35)\n (:id . 46))\n ((:tag . "CD") (:stem . "103/112") (:form . "103/112") (:end . 46)\n (:start . 39) (:id . 47))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 53)\n (:start . 47) (:id . 48))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 57) (:start . 54)\n (:id . 49))\n ((:tag . "VBN") (:stem . "show") (:form . "shown") (:end . 63) (:start . 58)\n (:id . 50))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 66) (:start . 64)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 70) (:start . 67)\n (:id . 52))\n ((:tag . "JJ") (:stem . "additional") (:form . "additional") (:end . 81)\n (:start . 71) (:id . 53))\n ((:tag . "NN") (:stem . "file") (:form . "file") (:end . 86) (:start . 82)\n (:id . 54))\n ((:tag . "CD") (:stem . "4") (:form . "4") (:end . 88) (:start . 87)\n (:id . 55))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 90) (:start . 89)\n (:id . 56))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 96)\n (:start . 90) (:id . 57))\n ((:tag . "NNP") (:stem . "S3") (:form . "S3") (:end . 99) (:start . 97)\n (:id . 58))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 100) (:start . 99)\n (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 101) (:start . 100)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s13.104) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504317@unknown@formal@none@1@S@Correspondences between x-axis labels and ELM names are reported in the additional file 5@(((:tag . "NNS") (:stem . "correspondence") (:form . "Correspondences")\n (:end . 15) (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 23)\n (:start . 16) (:id . 43))\n ((:tag . "JJ") (:stem . "x-axis") (:form . "x-axis") (:end . 30)\n (:start . 24) (:id . 44))\n ((:tag . "NNS") (:stem . "label") (:form . "labels") (:end . 37)\n (:start . 31) (:id . 45))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 41) (:start . 38)\n (:id . 46))\n ((:tag . "NNP") (:stem . "ELM") (:form . "ELM") (:end . 45) (:start . 42)\n (:id . 47))\n ((:tag . "NNS") (:stem . "name") (:form . "names") (:end . 51) (:start . 46)\n (:id . 48))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 55) (:start . 52)\n (:id . 49))\n ((:tag . "VBN") (:stem . "report") (:form . "reported") (:end . 64)\n (:start . 56) (:id . 50))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 67) (:start . 65)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 71) (:start . 68)\n (:id . 52))\n ((:tag . "JJ") (:stem . "additional") (:form . "additional") (:end . 82)\n (:start . 72) (:id . 53))\n ((:tag . "NN") (:stem . "file") (:form . "file") (:end . 87) (:start . 83)\n (:id . 54))\n ((:tag . "CD") (:stem . "5") (:form . "5") (:end . 89) (:start . 88)\n (:id . 55)))@@@1@14@((:identifiers (:sid . :s13.105) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504318@unknown@formal@none@1@S@We chose two score thresholds for each score type aimed at defining three score intervals (or "bins"), one "sparse", lacking in true motifs and enriched in random matches, one identifying "neutral" matches, and one lacking in random matches and enriched in true motifs.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "choose") (:form . "chose") (:end . 8) (:start . 3)\n (:id . 43))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 12) (:start . 9)\n (:id . 44))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 18) (:start . 13)\n (:id . 45))\n ((:tag . "NNS") (:stem . "threshold") (:form . "thresholds") (:end . 29)\n (:start . 19) (:id . 46))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 33) (:start . 30)\n (:id . 47))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 38) (:start . 34)\n (:id . 48))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 44) (:start . 39)\n (:id . 49))\n ((:tag . "NN") (:stem . "type") (:form . "type") (:end . 49) (:start . 45)\n (:id . 50))\n ((:tag . "VBN") (:stem . "aim") (:form . "aimed") (:end . 55) (:start . 50)\n (:id . 51))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 58) (:start . 56)\n (:id . 52))\n ((:tag . "VBG") (:stem . "define") (:form . "defining") (:end . 67)\n (:start . 59) (:id . 53))\n ((:tag . "CD") (:stem . "three") (:form . "three") (:end . 73) (:start . 68)\n (:id . 54))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 79) (:start . 74)\n (:id . 55))\n ((:tag . "NNS") (:stem . "interval") (:form . "intervals") (:end . 89)\n (:start . 80) (:id . 56))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 91) (:start . 90)\n (:id . 57))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 93) (:start . 91)\n (:id . 58))\n ((:tag . "``") (:stem . "``") (:form . "“") (:end . 95) (:start . 94)\n (:id . 59))\n ((:tag . "NNS") (:stem . "bin") (:form . "bins") (:end . 99) (:start . 95)\n (:id . 60))\n ((:tag . "''") (:stem . "''") (:form . "”") (:end . 100) (:start . 99)\n (:id . 61))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 101) (:start . 100)\n (:id . 62))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 102) (:start . 101)\n (:id . 63))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 106) (:start . 103)\n (:id . 64))\n ((:tag . "``") (:stem . "``") (:form . "“") (:end . 108) (:start . 107)\n (:id . 65))\n ((:tag . "JJ") (:stem . "sparse") (:form . "sparse") (:end . 114)\n (:start . 108) (:id . 66))\n ((:tag . "''") (:stem . "''") (:form . "”") (:end . 115) (:start . 114)\n (:id . 67))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 116) (:start . 115)\n (:id . 68))\n ((:tag . "VBG") (:stem . "lack") (:form . "lacking") (:end . 124)\n (:start . 117) (:id . 69))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 127) (:start . 125)\n (:id . 70))\n ((:tag . "JJ") (:stem . "true") (:form . "true") (:end . 132) (:start . 128)\n (:id . 71))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 139)\n (:start . 133) (:id . 72))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 143) (:start . 140)\n (:id . 73))\n ((:tag . "VBN") (:stem . "enrich") (:form . "enriched") (:end . 152)\n (:start . 144) (:id . 74))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 155) (:start . 153)\n (:id . 75))\n ((:tag . "JJ") (:stem . "random") (:form . "random") (:end . 162)\n (:start . 156) (:id . 76))\n ((:tag . "NNS") (:stem . "match") (:form . "matches") (:end . 170)\n (:start . 163) (:id . 77))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 171) (:start . 170)\n (:id . 78))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 175) (:start . 172)\n (:id . 79))\n ((:tag . "VBG") (:stem . "identify") (:form . "identifying") (:end . 187)\n (:start . 176) (:id . 80))\n ((:tag . "``") (:stem . "``") (:form . "“") (:end . 189) (:start . 188)\n (:id . 81))\n ((:tag . "JJ") (:stem . "neutral") (:form . "neutral") (:end . 196)\n (:start . 189) (:id . 82))\n ((:tag . "''") (:stem . "''") (:form . "”") (:end . 197) (:start . 196)\n (:id . 83))\n ((:tag . "NNS") (:stem . "match") (:form . "matches") (:end . 205)\n (:start . 198) (:id . 84))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 206) (:start . 205)\n (:id . 85))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 210) (:start . 207)\n (:id . 86))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 214) (:start . 211)\n (:id . 87))\n ((:tag . "NN") (:stem . "lacking") (:form . "lacking") (:end . 222)\n (:start . 215) (:id . 88))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 225) (:start . 223)\n (:id . 89))\n ((:tag . "JJ") (:stem . "random") (:form . "random") (:end . 232)\n (:start . 226) (:id . 90))\n ((:tag . "NNS") (:stem . "match") (:form . "matches") (:end . 240)\n (:start . 233) (:id . 91))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 244) (:start . 241)\n (:id . 92))\n ((:tag . "VBN") (:stem . "enrich") (:form . "enriched") (:end . 253)\n (:start . 245) (:id . 93))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 256) (:start . 254)\n (:id . 94))\n ((:tag . "JJ") (:stem . "true") (:form . "true") (:end . 261) (:start . 257)\n (:id . 95))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 268)\n (:start . 262) (:id . 96))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 269) (:start . 268)\n (:id . 97)))@@@1@56@((:identifiers (:sid . :s13.106) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504319@unknown@formal@none@1@S@We consider that such a three-interval scheme might effectively help the user in deciding whether to retain or reject a prediction.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "consider") (:form . "consider") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 16) (:start . 12)\n (:id . 44))\n ((:tag . "JJ") (:stem . "such") (:form . "such") (:end . 21) (:start . 17)\n (:id . 45))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 23) (:start . 22)\n (:id . 46))\n ((:tag . "JJ") (:stem . "three-interval") (:form . "three-interval")\n (:end . 38) (:start . 24) (:id . 47))\n ((:tag . "NN") (:stem . "scheme") (:form . "scheme") (:end . 45)\n (:start . 39) (:id . 48))\n ((:tag . "MD") (:stem . "might") (:form . "might") (:end . 51) (:start . 46)\n (:id . 49))\n ((:tag . "RB") (:stem . "effectively") (:form . "effectively") (:end . 63)\n (:start . 52) (:id . 50))\n ((:tag . "VB") (:stem . "help") (:form . "help") (:end . 68) (:start . 64)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 72) (:start . 69)\n (:id . 52))\n ((:tag . "NN") (:stem . "user") (:form . "user") (:end . 77) (:start . 73)\n (:id . 53))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 80) (:start . 78)\n (:id . 54))\n ((:tag . "VBG") (:stem . "decide") (:form . "deciding") (:end . 89)\n (:start . 81) (:id . 55))\n ((:tag . "IN") (:stem . "whether") (:form . "whether") (:end . 97)\n (:start . 90) (:id . 56))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 100) (:start . 98)\n (:id . 57))\n ((:tag . "VB") (:stem . "retain") (:form . "retain") (:end . 107)\n (:start . 101) (:id . 58))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 110) (:start . 108)\n (:id . 59))\n ((:tag . "VB") (:stem . "reject") (:form . "reject") (:end . 117)\n (:start . 111) (:id . 60))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 119) (:start . 118)\n (:id . 61))\n ((:tag . "NN") (:stem . "prediction") (:form . "prediction") (:end . 130)\n (:start . 120) (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 131) (:start . 130)\n (:id . 63)))@@@1@22@((:hcues ((:id . :x13.107.1) (:span 108 110))\n ((:id . :x13.107.2) (:span 90 97)) ((:id . :x13.107.3) (:span 46 51)))\n (:hscopes ((:id . :x13.107.1) (:span 101 117))\n ((:id . :x13.107.2) (:span 90 130)) ((:id . :x13.107.3) (:span 46 130)))\n (:identifiers (:sid . :s13.107) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504320@unknown@formal@none@1@S@In fact it is based on the idea that a predicted match that is assigned a score in the "enriched" interval will be indicated by our procedure as a good true motif candidate (i.e. likely to be a valid functional site), motif matches scoring in the bottom interval ("sparse" interval) as unlikely to be valid functional sites and those ranking in the middle one as "neutral".@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "fact") (:form . "fact") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 10) (:start . 8)\n (:id . 44))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 13) (:start . 11)\n (:id . 45))\n ((:tag . "VBN") (:stem . "base") (:form . "based") (:end . 19) (:start . 14)\n (:id . 46))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 22) (:start . 20)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 26) (:start . 23)\n (:id . 48))\n ((:tag . "NN") (:stem . "idea") (:form . "idea") (:end . 31) (:start . 27)\n (:id . 49))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 36) (:start . 32)\n (:id . 50))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 38) (:start . 37)\n (:id . 51))\n ((:tag . "VBN") (:stem . "predict") (:form . "predicted") (:end . 48)\n (:start . 39) (:id . 52))\n ((:tag . "NN") (:stem . "match") (:form . "match") (:end . 54) (:start . 49)\n (:id . 53))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 59) (:start . 55)\n (:id . 54))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 62) (:start . 60)\n (:id . 55))\n ((:tag . "VBN") (:stem . "assign") (:form . "assigned") (:end . 71)\n (:start . 63) (:id . 56))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 73) (:start . 72)\n (:id . 57))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 79) (:start . 74)\n (:id . 58))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 82) (:start . 80)\n (:id . 59))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 86) (:start . 83)\n (:id . 60))\n ((:tag . "``") (:stem . "``") (:form . "“") (:end . 88) (:start . 87)\n (:id . 61))\n ((:tag . "JJ") (:stem . "enriched") (:form . "enriched") (:end . 96)\n (:start . 88) (:id . 62))\n ((:tag . "''") (:stem . "''") (:form . "”") (:end . 97) (:start . 96)\n (:id . 63))\n ((:tag . "NN") (:stem . "interval") (:form . "interval") (:end . 106)\n (:start . 98) (:id . 64))\n ((:tag . "MD") (:stem . "will") (:form . "will") (:end . 111) (:start . 107)\n (:id . 65))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 114) (:start . 112)\n (:id . 66))\n ((:tag . "VBN") (:stem . "indicate") (:form . "indicated") (:end . 124)\n (:start . 115) (:id . 67))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 127) (:start . 125)\n (:id . 68))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 131) (:start . 128)\n (:id . 69))\n ((:tag . "NN") (:stem . "procedure") (:form . "procedure") (:end . 141)\n (:start . 132) (:id . 70))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 144) (:start . 142)\n (:id . 71))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 146) (:start . 145)\n (:id . 72))\n ((:tag . "JJ") (:stem . "good") (:form . "good") (:end . 151) (:start . 147)\n (:id . 73))\n ((:tag . "JJ") (:stem . "true") (:form . "true") (:end . 156) (:start . 152)\n (:id . 74))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 162)\n (:start . 157) (:id . 75))\n ((:tag . "NN") (:stem . "candidate") (:form . "candidate") (:end . 172)\n (:start . 163) (:id . 76))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 174) (:start . 173)\n (:id . 77))\n ((:tag . "FW") (:stem . "i.e.") (:form . "i.e.") (:end . 178) (:start . 174)\n (:id . 78))\n ((:tag . "JJ") (:stem . "likely") (:form . "likely") (:end . 185)\n (:start . 179) (:id . 79))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 188) (:start . 186)\n (:id . 80))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 191) (:start . 189)\n (:id . 81))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 193) (:start . 192)\n (:id . 82))\n ((:tag . "JJ") (:stem . "valid") (:form . "valid") (:end . 199)\n (:start . 194) (:id . 83))\n ((:tag . "JJ") (:stem . "functional") (:form . "functional") (:end . 210)\n (:start . 200) (:id . 84))\n ((:tag . "NN") (:stem . "site") (:form . "site") (:end . 215) (:start . 211)\n (:id . 85))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 216) (:start . 215)\n (:id . 86))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 217) (:start . 216)\n (:id . 87))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 223)\n (:start . 218) (:id . 88))\n ((:tag . "VBZ") (:stem . "match") (:form . "matches") (:end . 231)\n (:start . 224) (:id . 89))\n ((:tag . "VBG") (:stem . "score") (:form . "scoring") (:end . 239)\n (:start . 232) (:id . 90))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 242) (:start . 240)\n (:id . 91))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 246) (:start . 243)\n (:id . 92))\n ((:tag . "NN") (:stem . "bottom") (:form . "bottom") (:end . 253)\n (:start . 247) (:id . 93))\n ((:tag . "NN") (:stem . "interval") (:form . "interval") (:end . 262)\n (:start . 254) (:id . 94))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 264) (:start . 263)\n (:id . 95))\n ((:tag . "``") (:stem . "``") (:form . "“") (:end . 265) (:start . 264)\n (:id . 96))\n ((:tag . "JJ") (:stem . "sparse") (:form . "sparse") (:end . 271)\n (:start . 265) (:id . 97))\n ((:tag . "''") (:stem . "''") (:form . "”") (:end . 272) (:start . 271)\n (:id . 98))\n ((:tag . "NN") (:stem . "interval") (:form . "interval") (:end . 281)\n (:start . 273) (:id . 99))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 282) (:start . 281)\n (:id . 100))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 285) (:start . 283)\n (:id . 101))\n ((:tag . "JJ") (:stem . "unlikely") (:form . "unlikely") (:end . 294)\n (:start . 286) (:id . 102))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 297) (:start . 295)\n (:id . 103))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 300) (:start . 298)\n (:id . 104))\n ((:tag . "JJ") (:stem . "valid") (:form . "valid") (:end . 306)\n (:start . 301) (:id . 105))\n ((:tag . "JJ") (:stem . "functional") (:form . "functional") (:end . 317)\n (:start . 307) (:id . 106))\n ((:tag . "NNS") (:stem . "site") (:form . "sites") (:end . 323)\n (:start . 318) (:id . 107))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 327) (:start . 324)\n (:id . 108))\n ((:tag . "DT") (:stem . "those") (:form . "those") (:end . 333)\n (:start . 328) (:id . 109))\n ((:tag . "VBG") (:stem . "rank") (:form . "ranking") (:end . 341)\n (:start . 334) (:id . 110))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 344) (:start . 342)\n (:id . 111))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 348) (:start . 345)\n (:id . 112))\n ((:tag . "JJ") (:stem . "middle") (:form . "middle") (:end . 355)\n (:start . 349) (:id . 113))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 359) (:start . 356)\n (:id . 114))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 362) (:start . 360)\n (:id . 115))\n ((:tag . "``") (:stem . "``") (:form . "“") (:end . 364) (:start . 363)\n (:id . 116))\n ((:tag . "JJ") (:stem . "neutral") (:form . "neutral") (:end . 371)\n (:start . 364) (:id . 117))\n ((:tag . "''") (:stem . "''") (:form . "”") (:end . 372) (:start . 371)\n (:id . 118))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 373) (:start . 372)\n (:id . 119)))@@@1@78@((:hcues ((:id . :x13.108.1) (:span 286 294))\n ((:id . :x13.108.2) (:span 179 185)))\n (:hscopes ((:id . :x13.108.1) (:span 286 323))\n ((:id . :x13.108.2) (:span 179 215)))\n (:identifiers (:sid . :s13.108) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504321@unknown@formal@none@1@S@The score thresholds were chosen on the basis of the cumulative distributions of Figure 4 by selecting two cut-offs (one in the percentile range 0-50% and one in the percentile range 50%-100%), roughly corresponding to the inflection points of the random match cumulative distributions, and guaranteeing that at least the top 30% true motifs are retained in the enriched bin and at least the lower 40% random matches fall in the sparse bin.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . "NNS") (:stem . "threshold") (:form . "thresholds") (:end . 20)\n (:start . 10) (:id . 44))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 25) (:start . 21)\n (:id . 45))\n ((:tag . "VBN") (:stem . "choose") (:form . "chosen") (:end . 32)\n (:start . 26) (:id . 46))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 35) (:start . 33)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 39) (:start . 36)\n (:id . 48))\n ((:tag . "NN") (:stem . "basis") (:form . "basis") (:end . 45) (:start . 40)\n (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 48) (:start . 46)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 52) (:start . 49)\n (:id . 51))\n ((:tag . "JJ") (:stem . "cumulative") (:form . "cumulative") (:end . 63)\n (:start . 53) (:id . 52))\n ((:tag . "NNS") (:stem . "distribution") (:form . "distributions")\n (:end . 77) (:start . 64) (:id . 53))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 80) (:start . 78)\n (:id . 54))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 87)\n (:start . 81) (:id . 55))\n ((:tag . "CD") (:stem . "4") (:form . "4") (:end . 89) (:start . 88)\n (:id . 56))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 92) (:start . 90)\n (:id . 57))\n ((:tag . "VBG") (:stem . "select") (:form . "selecting") (:end . 102)\n (:start . 93) (:id . 58))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 106) (:start . 103)\n (:id . 59))\n ((:tag . "NNS") (:stem . "cut-off") (:form . "cut-offs") (:end . 115)\n (:start . 107) (:id . 60))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 117) (:start . 116)\n (:id . 61))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 120) (:start . 117)\n (:id . 62))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 123) (:start . 121)\n (:id . 63))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 127) (:start . 124)\n (:id . 64))\n ((:tag . "NN") (:stem . "percentile") (:form . "percentile") (:end . 138)\n (:start . 128) (:id . 65))\n ((:tag . "NN") (:stem . "range") (:form . "range") (:end . 144)\n (:start . 139) (:id . 66))\n ((:tag . "CD") (:stem . "0-50") (:form . "0-50") (:end . 149) (:start . 145)\n (:id . 67))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 150) (:start . 149)\n (:id . 68))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 154) (:start . 151)\n (:id . 69))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 158) (:start . 155)\n (:id . 70))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 161) (:start . 159)\n (:id . 71))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 165) (:start . 162)\n (:id . 72))\n ((:tag . "NN") (:stem . "percentile") (:form . "percentile") (:end . 176)\n (:start . 166) (:id . 73))\n ((:tag . "NN") (:stem . "range") (:form . "range") (:end . 182)\n (:start . 177) (:id . 74))\n ((:tag . "CD") (:stem . "50%-100") (:form . "50%-100") (:end . 190)\n (:start . 183) (:id . 75))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 191) (:start . 190)\n (:id . 76))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 192) (:start . 191)\n (:id . 77))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 193) (:start . 192)\n (:id . 78))\n ((:tag . "RB") (:stem . "roughly") (:form . "roughly") (:end . 201)\n (:start . 194) (:id . 79))\n ((:tag . "VBG") (:stem . "correspond") (:form . "corresponding") (:end . 215)\n (:start . 202) (:id . 80))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 218) (:start . 216)\n (:id . 81))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 222) (:start . 219)\n (:id . 82))\n ((:tag . "NN") (:stem . "inflection") (:form . "inflection") (:end . 233)\n (:start . 223) (:id . 83))\n ((:tag . "NNS") (:stem . "point") (:form . "points") (:end . 240)\n (:start . 234) (:id . 84))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 243) (:start . 241)\n (:id . 85))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 247) (:start . 244)\n (:id . 86))\n ((:tag . "JJ") (:stem . "random") (:form . "random") (:end . 254)\n (:start . 248) (:id . 87))\n ((:tag . "NN") (:stem . "match") (:form . "match") (:end . 260)\n (:start . 255) (:id . 88))\n ((:tag . "JJ") (:stem . "cumulative") (:form . "cumulative") (:end . 271)\n (:start . 261) (:id . 89))\n ((:tag . "NNS") (:stem . "distribution") (:form . "distributions")\n (:end . 285) (:start . 272) (:id . 90))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 286) (:start . 285)\n (:id . 91))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 290) (:start . 287)\n (:id . 92))\n ((:tag . "VBG") (:stem . "guarantee") (:form . "guaranteeing") (:end . 303)\n (:start . 291) (:id . 93))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 308) (:start . 304)\n (:id . 94))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 311) (:start . 309)\n (:id . 95))\n ((:tag . "JJS") (:stem . "least") (:form . "least") (:end . 317)\n (:start . 312) (:id . 96))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 321) (:start . 318)\n (:id . 97))\n ((:tag . "JJ") (:stem . "top") (:form . "top") (:end . 325) (:start . 322)\n (:id . 98))\n ((:tag . "CD") (:stem . "30") (:form . "30") (:end . 328) (:start . 326)\n (:id . 99))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 329) (:start . 328)\n (:id . 100))\n ((:tag . "JJ") (:stem . "true") (:form . "true") (:end . 334) (:start . 330)\n (:id . 101))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 341)\n (:start . 335) (:id . 102))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 345) (:start . 342)\n (:id . 103))\n ((:tag . "VBN") (:stem . "retain") (:form . "retained") (:end . 354)\n (:start . 346) (:id . 104))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 357) (:start . 355)\n (:id . 105))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 361) (:start . 358)\n (:id . 106))\n ((:tag . "VBN") (:stem . "enrich") (:form . "enriched") (:end . 370)\n (:start . 362) (:id . 107))\n ((:tag . "NN") (:stem . "bin") (:form . "bin") (:end . 374) (:start . 371)\n (:id . 108))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 378) (:start . 375)\n (:id . 109))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 381) (:start . 379)\n (:id . 110))\n ((:tag . "JJS") (:stem . "least") (:form . "least") (:end . 387)\n (:start . 382) (:id . 111))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 391) (:start . 388)\n (:id . 112))\n ((:tag . "JJR") (:stem . "low") (:form . "lower") (:end . 397) (:start . 392)\n (:id . 113))\n ((:tag . "CD") (:stem . "40") (:form . "40") (:end . 400) (:start . 398)\n (:id . 114))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 401) (:start . 400)\n (:id . 115))\n ((:tag . "JJ") (:stem . "random") (:form . "random") (:end . 408)\n (:start . 402) (:id . 116))\n ((:tag . "NNS") (:stem . "match") (:form . "matches") (:end . 416)\n (:start . 409) (:id . 117))\n ((:tag . "VBP") (:stem . "fall") (:form . "fall") (:end . 421) (:start . 417)\n (:id . 118))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 424) (:start . 422)\n (:id . 119))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 428) (:start . 425)\n (:id . 120))\n ((:tag . "JJ") (:stem . "sparse") (:form . "sparse") (:end . 435)\n (:start . 429) (:id . 121))\n ((:tag . "NN") (:stem . "bin") (:form . "bin") (:end . 439) (:start . 436)\n (:id . 122))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 440) (:start . 439)\n (:id . 123)))@@@1@82@((:identifiers (:sid . :s13.109) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504322@unknown@formal@none@1@S@The "neutral" bin is delimited by the "sparse" and "enriched" cut-offs and contains the medium quality matches.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "``") (:stem . "``") (:form . "“") (:end . 5) (:start . 4)\n (:id . 43))\n ((:tag . "JJ") (:stem . "neutral") (:form . "neutral") (:end . 12)\n (:start . 5) (:id . 44))\n ((:tag . "''") (:stem . "''") (:form . "”") (:end . 13) (:start . 12)\n (:id . 45))\n ((:tag . "NN") (:stem . "bin") (:form . "bin") (:end . 17) (:start . 14)\n (:id . 46))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 20) (:start . 18)\n (:id . 47))\n ((:tag . "VBN") (:stem . "delimit") (:form . "delimited") (:end . 30)\n (:start . 21) (:id . 48))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 33) (:start . 31)\n (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 37) (:start . 34)\n (:id . 50))\n ((:tag . "``") (:stem . "``") (:form . "“") (:end . 39) (:start . 38)\n (:id . 51))\n ((:tag . "NN") (:stem . "sparse") (:form . "sparse") (:end . 45)\n (:start . 39) (:id . 52))\n ((:tag . "''") (:stem . "''") (:form . "”") (:end . 46) (:start . 45)\n (:id . 53))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 50) (:start . 47)\n (:id . 54))\n ((:tag . "``") (:stem . "``") (:form . "“") (:end . 52) (:start . 51)\n (:id . 55))\n ((:tag . "VBN") (:stem . "enrich") (:form . "enriched") (:end . 60)\n (:start . 52) (:id . 56))\n ((:tag . "''") (:stem . "''") (:form . "”") (:end . 61) (:start . 60)\n (:id . 57))\n ((:tag . "NNS") (:stem . "cut-off") (:form . "cut-offs") (:end . 70)\n (:start . 62) (:id . 58))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 74) (:start . 71)\n (:id . 59))\n ((:tag . "VBZ") (:stem . "contain") (:form . "contains") (:end . 83)\n (:start . 75) (:id . 60))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 87) (:start . 84)\n (:id . 61))\n ((:tag . "NN") (:stem . "medium") (:form . "medium") (:end . 94)\n (:start . 88) (:id . 62))\n ((:tag . "NN") (:stem . "quality") (:form . "quality") (:end . 102)\n (:start . 95) (:id . 63))\n ((:tag . "NNS") (:stem . "match") (:form . "matches") (:end . 110)\n (:start . 103) (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 111) (:start . 110)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s13.110) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504323@unknown@formal@none@1@S@Table 2 reports Qacc, Qsse and Qand thresholds defining the three bins.@(((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "CD") (:stem . "2") (:form . "2") (:end . 7) (:start . 6)\n (:id . 43))\n ((:tag . "NNS") (:stem . "report") (:form . "reports") (:end . 15)\n (:start . 8) (:id . 44))\n ((:tag . "NNP") (:stem . "Qacc") (:form . "Qacc") (:end . 20) (:start . 16)\n (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 21) (:start . 20)\n (:id . 46))\n ((:tag . "NNP") (:stem . "Qsse") (:form . "Qsse") (:end . 26) (:start . 22)\n (:id . 47))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 30) (:start . 27)\n (:id . 48))\n ((:tag . "NNP") (:stem . "Qand") (:form . "Qand") (:end . 35) (:start . 31)\n (:id . 49))\n ((:tag . "NNS") (:stem . "threshold") (:form . "thresholds") (:end . 46)\n (:start . 36) (:id . 50))\n ((:tag . "VBG") (:stem . "define") (:form . "defining") (:end . 55)\n (:start . 47) (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 59) (:start . 56)\n (:id . 52))\n ((:tag . "CD") (:stem . "three") (:form . "three") (:end . 65) (:start . 60)\n (:id . 53))\n ((:tag . "NNS") (:stem . "bin") (:form . "bins") (:end . 70) (:start . 66)\n (:id . 54))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 71) (:start . 70)\n (:id . 55)))@@@1@14@((:identifiers (:sid . :s13.111) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504324@unknown@formal@none@1@S@From Figure 4 and Table 3, it can be seen that, in the case of the accessibility score (Figure 4a), the cut-off on the top 30% of true motifs implies that only 10% of random matches are retained in the enriched bin and that the cut-off on the lower 40% random matches implies that only 15% true motifs incorrectly fall in the "sparse" bin.@(((:tag . "IN") (:stem . "from") (:form . "From") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 11)\n (:start . 5) (:id . 43))\n ((:tag . "CD") (:stem . "4") (:form . "4") (:end . 13) (:start . 12)\n (:id . 44))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 17) (:start . 14)\n (:id . 45))\n ((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 23) (:start . 18)\n (:id . 46))\n ((:tag . "CD") (:stem . "3") (:form . "3") (:end . 25) (:start . 24)\n (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 26) (:start . 25)\n (:id . 48))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 29) (:start . 27)\n (:id . 49))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 33) (:start . 30)\n (:id . 50))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 36) (:start . 34)\n (:id . 51))\n ((:tag . "VBN") (:stem . "see") (:form . "seen") (:end . 41) (:start . 37)\n (:id . 52))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 46) (:start . 42)\n (:id . 53))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 47) (:start . 46)\n (:id . 54))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 50) (:start . 48)\n (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 54) (:start . 51)\n (:id . 56))\n ((:tag . "NN") (:stem . "case") (:form . "case") (:end . 59) (:start . 55)\n (:id . 57))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 62) (:start . 60)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 66) (:start . 63)\n (:id . 59))\n ((:tag . "NN") (:stem . "accessibility") (:form . "accessibility")\n (:end . 80) (:start . 67) (:id . 60))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 86) (:start . 81)\n (:id . 61))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 88) (:start . 87)\n (:id . 62))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 94)\n (:start . 88) (:id . 63))\n ((:tag . "NN") (:stem . "4a") (:form . "4a") (:end . 97) (:start . 95)\n (:id . 64))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 98) (:start . 97)\n (:id . 65))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 99) (:start . 98)\n (:id . 66))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 103) (:start . 100)\n (:id . 67))\n ((:tag . "NN") (:stem . "cut-off") (:form . "cut-off") (:end . 111)\n (:start . 104) (:id . 68))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 114) (:start . 112)\n (:id . 69))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 118) (:start . 115)\n (:id . 70))\n ((:tag . "JJ") (:stem . "top") (:form . "top") (:end . 122) (:start . 119)\n (:id . 71))\n ((:tag . "CD") (:stem . "30") (:form . "30") (:end . 125) (:start . 123)\n (:id . 72))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 126) (:start . 125)\n (:id . 73))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 129) (:start . 127)\n (:id . 74))\n ((:tag . "JJ") (:stem . "true") (:form . "true") (:end . 134) (:start . 130)\n (:id . 75))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 141)\n (:start . 135) (:id . 76))\n ((:tag . "VBZ") (:stem . "imply") (:form . "implies") (:end . 149)\n (:start . 142) (:id . 77))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 154) (:start . 150)\n (:id . 78))\n ((:tag . "RB") (:stem . "only") (:form . "only") (:end . 159) (:start . 155)\n (:id . 79))\n ((:tag . "CD") (:stem . "10") (:form . "10") (:end . 162) (:start . 160)\n (:id . 80))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 163) (:start . 162)\n (:id . 81))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 166) (:start . 164)\n (:id . 82))\n ((:tag . "JJ") (:stem . "random") (:form . "random") (:end . 173)\n (:start . 167) (:id . 83))\n ((:tag . "NNS") (:stem . "match") (:form . "matches") (:end . 181)\n (:start . 174) (:id . 84))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 185) (:start . 182)\n (:id . 85))\n ((:tag . "VBN") (:stem . "retain") (:form . "retained") (:end . 194)\n (:start . 186) (:id . 86))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 197) (:start . 195)\n (:id . 87))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 201) (:start . 198)\n (:id . 88))\n ((:tag . "VBN") (:stem . "enrich") (:form . "enriched") (:end . 210)\n (:start . 202) (:id . 89))\n ((:tag . "NN") (:stem . "bin") (:form . "bin") (:end . 214) (:start . 211)\n (:id . 90))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 218) (:start . 215)\n (:id . 91))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 223) (:start . 219)\n (:id . 92))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 227) (:start . 224)\n (:id . 93))\n ((:tag . "NN") (:stem . "cut-off") (:form . "cut-off") (:end . 235)\n (:start . 228) (:id . 94))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 238) (:start . 236)\n (:id . 95))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 242) (:start . 239)\n (:id . 96))\n ((:tag . "JJR") (:stem . "low") (:form . "lower") (:end . 248) (:start . 243)\n (:id . 97))\n ((:tag . "CD") (:stem . "40") (:form . "40") (:end . 251) (:start . 249)\n (:id . 98))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 252) (:start . 251)\n (:id . 99))\n ((:tag . "JJ") (:stem . "random") (:form . "random") (:end . 259)\n (:start . 253) (:id . 100))\n ((:tag . "NNS") (:stem . "match") (:form . "matches") (:end . 267)\n (:start . 260) (:id . 101))\n ((:tag . "VBZ") (:stem . "imply") (:form . "implies") (:end . 275)\n (:start . 268) (:id . 102))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 280) (:start . 276)\n (:id . 103))\n ((:tag . "RB") (:stem . "only") (:form . "only") (:end . 285) (:start . 281)\n (:id . 104))\n ((:tag . "CD") (:stem . "15") (:form . "15") (:end . 288) (:start . 286)\n (:id . 105))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 289) (:start . 288)\n (:id . 106))\n ((:tag . "JJ") (:stem . "true") (:form . "true") (:end . 294) (:start . 290)\n (:id . 107))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 301)\n (:start . 295) (:id . 108))\n ((:tag . "RB") (:stem . "incorrectly") (:form . "incorrectly") (:end . 313)\n (:start . 302) (:id . 109))\n ((:tag . "VBP") (:stem . "fall") (:form . "fall") (:end . 318) (:start . 314)\n (:id . 110))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 321) (:start . 319)\n (:id . 111))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 325) (:start . 322)\n (:id . 112))\n ((:tag . "``") (:stem . "``") (:form . "“") (:end . 327) (:start . 326)\n (:id . 113))\n ((:tag . "JJ") (:stem . "sparse") (:form . "sparse") (:end . 333)\n (:start . 327) (:id . 114))\n ((:tag . "''") (:stem . "''") (:form . "”") (:end . 334) (:start . 333)\n (:id . 115))\n ((:tag . "NN") (:stem . "bin") (:form . "bin") (:end . 338) (:start . 335)\n (:id . 116))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 339) (:start . 338)\n (:id . 117)))@@@1@76@((:hcues ((:id . :x13.112.1) (:span 268 275))\n ((:id . :x13.112.2) (:span 142 149)))\n (:hscopes ((:id . :x13.112.1) (:span 268 338))\n ((:id . :x13.112.2) (:span 142 214)))\n (:identifiers (:sid . :s13.112) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504325@unknown@formal@none@1@S@In contrast, Qsse thresholds (Figure 4b) actually assign about the top 60% true motifs and 32% random matches to the enriched bin (see Table 3).@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "contrast") (:form . "contrast") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 44))\n ((:tag . "NNP") (:stem . "Qsse") (:form . "Qsse") (:end . 17) (:start . 13)\n (:id . 45))\n ((:tag . "NNS") (:stem . "threshold") (:form . "thresholds") (:end . 28)\n (:start . 18) (:id . 46))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 30) (:start . 29)\n (:id . 47))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 36)\n (:start . 30) (:id . 48))\n ((:tag . "NN") (:stem . "4b") (:form . "4b") (:end . 39) (:start . 37)\n (:id . 49))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 40) (:start . 39)\n (:id . 50))\n ((:tag . "RB") (:stem . "actually") (:form . "actually") (:end . 49)\n (:start . 41) (:id . 51))\n ((:tag . "VBP") (:stem . "assign") (:form . "assign") (:end . 56)\n (:start . 50) (:id . 52))\n ((:tag . "IN") (:stem . "about") (:form . "about") (:end . 62) (:start . 57)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 66) (:start . 63)\n (:id . 54))\n ((:tag . "JJ") (:stem . "top") (:form . "top") (:end . 70) (:start . 67)\n (:id . 55))\n ((:tag . "CD") (:stem . "60") (:form . "60") (:end . 73) (:start . 71)\n (:id . 56))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 74) (:start . 73)\n (:id . 57))\n ((:tag . "JJ") (:stem . "true") (:form . "true") (:end . 79) (:start . 75)\n (:id . 58))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 86)\n (:start . 80) (:id . 59))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 90) (:start . 87)\n (:id . 60))\n ((:tag . "CD") (:stem . "32") (:form . "32") (:end . 93) (:start . 91)\n (:id . 61))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 94) (:start . 93)\n (:id . 62))\n ((:tag . "JJ") (:stem . "random") (:form . "random") (:end . 101)\n (:start . 95) (:id . 63))\n ((:tag . "NNS") (:stem . "match") (:form . "matches") (:end . 109)\n (:start . 102) (:id . 64))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 112) (:start . 110)\n (:id . 65))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 116) (:start . 113)\n (:id . 66))\n ((:tag . "VBN") (:stem . "enrich") (:form . "enriched") (:end . 125)\n (:start . 117) (:id . 67))\n ((:tag . "NN") (:stem . "bin") (:form . "bin") (:end . 129) (:start . 126)\n (:id . 68))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 131) (:start . 130)\n (:id . 69))\n ((:tag . "VB") (:stem . "see") (:form . "see") (:end . 134) (:start . 131)\n (:id . 70))\n ((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 140)\n (:start . 135) (:id . 71))\n ((:tag . "CD") (:stem . "3") (:form . "3") (:end . 142) (:start . 141)\n (:id . 72))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 143) (:start . 142)\n (:id . 73))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 144) (:start . 143)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s13.113) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504326@unknown@formal@none@1@S@This is due to the fact that the top 60% true motifs (and 32% random matches) uniformly get the highest score.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "IN") (:stem . "due") (:form . "due") (:end . 11) (:start . 8)\n (:id . 44))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 14) (:start . 12)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 18) (:start . 15)\n (:id . 46))\n ((:tag . "NN") (:stem . "fact") (:form . "fact") (:end . 23) (:start . 19)\n (:id . 47))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 28) (:start . 24)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 32) (:start . 29)\n (:id . 49))\n ((:tag . "JJ") (:stem . "top") (:form . "top") (:end . 36) (:start . 33)\n (:id . 50))\n ((:tag . "CD") (:stem . "60") (:form . "60") (:end . 39) (:start . 37)\n (:id . 51))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 40) (:start . 39)\n (:id . 52))\n ((:tag . "JJ") (:stem . "true") (:form . "true") (:end . 45) (:start . 41)\n (:id . 53))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 52)\n (:start . 46) (:id . 54))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 54) (:start . 53)\n (:id . 55))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 57) (:start . 54)\n (:id . 56))\n ((:tag . "CD") (:stem . "32") (:form . "32") (:end . 60) (:start . 58)\n (:id . 57))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 61) (:start . 60)\n (:id . 58))\n ((:tag . "JJ") (:stem . "random") (:form . "random") (:end . 68)\n (:start . 62) (:id . 59))\n ((:tag . "NNS") (:stem . "match") (:form . "matches") (:end . 76)\n (:start . 69) (:id . 60))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 77) (:start . 76)\n (:id . 61))\n ((:tag . "RB") (:stem . "uniformly") (:form . "uniformly") (:end . 87)\n (:start . 78) (:id . 62))\n ((:tag . "VB") (:stem . "get") (:form . "get") (:end . 91) (:start . 88)\n (:id . 63))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 95) (:start . 92)\n (:id . 64))\n ((:tag . "JJS") (:stem . "high") (:form . "highest") (:end . 103)\n (:start . 96) (:id . 65))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 109)\n (:start . 104) (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 110) (:start . 109)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s13.114) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504327@unknown@formal@none@1@S@Finally, in the case of Qand (Figure 4c), only 9% random matches are retained in the enriched bin and only 16% of true motifs fall in the sparse bin (Table 3).@(((:tag . "RB") (:stem . "finally") (:form . "Finally") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 15) (:start . 12)\n (:id . 45))\n ((:tag . "NN") (:stem . "case") (:form . "case") (:end . 20) (:start . 16)\n (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 23) (:start . 21)\n (:id . 47))\n ((:tag . "NNP") (:stem . "Qand") (:form . "Qand") (:end . 28) (:start . 24)\n (:id . 48))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 30) (:start . 29)\n (:id . 49))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 36)\n (:start . 30) (:id . 50))\n ((:tag . "NN") (:stem . "4c") (:form . "4c") (:end . 39) (:start . 37)\n (:id . 51))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 40) (:start . 39)\n (:id . 52))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 41) (:start . 40)\n (:id . 53))\n ((:tag . "RB") (:stem . "only") (:form . "only") (:end . 46) (:start . 42)\n (:id . 54))\n ((:tag . "CD") (:stem . "9") (:form . "9") (:end . 48) (:start . 47)\n (:id . 55))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 49) (:start . 48)\n (:id . 56))\n ((:tag . "JJ") (:stem . "random") (:form . "random") (:end . 56)\n (:start . 50) (:id . 57))\n ((:tag . "NNS") (:stem . "match") (:form . "matches") (:end . 64)\n (:start . 57) (:id . 58))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 68) (:start . 65)\n (:id . 59))\n ((:tag . "VBN") (:stem . "retain") (:form . "retained") (:end . 77)\n (:start . 69) (:id . 60))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 80) (:start . 78)\n (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 84) (:start . 81)\n (:id . 62))\n ((:tag . "VBN") (:stem . "enrich") (:form . "enriched") (:end . 93)\n (:start . 85) (:id . 63))\n ((:tag . "NN") (:stem . "bin") (:form . "bin") (:end . 97) (:start . 94)\n (:id . 64))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 101) (:start . 98)\n (:id . 65))\n ((:tag . "RB") (:stem . "only") (:form . "only") (:end . 106) (:start . 102)\n (:id . 66))\n ((:tag . "CD") (:stem . "16") (:form . "16") (:end . 109) (:start . 107)\n (:id . 67))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 110) (:start . 109)\n (:id . 68))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 113) (:start . 111)\n (:id . 69))\n ((:tag . "JJ") (:stem . "true") (:form . "true") (:end . 118) (:start . 114)\n (:id . 70))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 125)\n (:start . 119) (:id . 71))\n ((:tag . "VBP") (:stem . "fall") (:form . "fall") (:end . 130) (:start . 126)\n (:id . 72))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 133) (:start . 131)\n (:id . 73))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 137) (:start . 134)\n (:id . 74))\n ((:tag . "JJ") (:stem . "sparse") (:form . "sparse") (:end . 144)\n (:start . 138) (:id . 75))\n ((:tag . "NN") (:stem . "bin") (:form . "bin") (:end . 148) (:start . 145)\n (:id . 76))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 150) (:start . 149)\n (:id . 77))\n ((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 155)\n (:start . 150) (:id . 78))\n ((:tag . "CD") (:stem . "3") (:form . "3") (:end . 157) (:start . 156)\n (:id . 79))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 158) (:start . 157)\n (:id . 80))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 159) (:start . 158)\n (:id . 81)))@@@1@40@((:identifiers (:sid . :s13.115) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504328@unknown@formal@none@1@S@This gives to the users a measure of the percentage of false hits that they can expect in the enriched bin and of the percentage of true hits that they would miss if discarding all the predictions falling in the sparse interval.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "give") (:form . "gives") (:end . 10) (:start . 5)\n (:id . 43))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 13) (:start . 11)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 17) (:start . 14)\n (:id . 45))\n ((:tag . "NNS") (:stem . "user") (:form . "users") (:end . 23) (:start . 18)\n (:id . 46))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 25) (:start . 24)\n (:id . 47))\n ((:tag . "NN") (:stem . "measure") (:form . "measure") (:end . 33)\n (:start . 26) (:id . 48))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 36) (:start . 34)\n (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 40) (:start . 37)\n (:id . 50))\n ((:tag . "NN") (:stem . "percentage") (:form . "percentage") (:end . 51)\n (:start . 41) (:id . 51))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 54) (:start . 52)\n (:id . 52))\n ((:tag . "JJ") (:stem . "false") (:form . "false") (:end . 60) (:start . 55)\n (:id . 53))\n ((:tag . "NNS") (:stem . "hit") (:form . "hits") (:end . 65) (:start . 61)\n (:id . 54))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 70) (:start . 66)\n (:id . 55))\n ((:tag . "PRP") (:stem . "they") (:form . "they") (:end . 75) (:start . 71)\n (:id . 56))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 79) (:start . 76)\n (:id . 57))\n ((:tag . "VB") (:stem . "expect") (:form . "expect") (:end . 86)\n (:start . 80) (:id . 58))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 89) (:start . 87)\n (:id . 59))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 93) (:start . 90)\n (:id . 60))\n ((:tag . "VBN") (:stem . "enrich") (:form . "enriched") (:end . 102)\n (:start . 94) (:id . 61))\n ((:tag . "NN") (:stem . "bin") (:form . "bin") (:end . 106) (:start . 103)\n (:id . 62))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 110) (:start . 107)\n (:id . 63))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 113) (:start . 111)\n (:id . 64))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 117) (:start . 114)\n (:id . 65))\n ((:tag . "NN") (:stem . "percentage") (:form . "percentage") (:end . 128)\n (:start . 118) (:id . 66))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 131) (:start . 129)\n (:id . 67))\n ((:tag . "JJ") (:stem . "true") (:form . "true") (:end . 136) (:start . 132)\n (:id . 68))\n ((:tag . "NNS") (:stem . "hit") (:form . "hits") (:end . 141) (:start . 137)\n (:id . 69))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 146) (:start . 142)\n (:id . 70))\n ((:tag . "PRP") (:stem . "they") (:form . "they") (:end . 151) (:start . 147)\n (:id . 71))\n ((:tag . "MD") (:stem . "would") (:form . "would") (:end . 157)\n (:start . 152) (:id . 72))\n ((:tag . "VB") (:stem . "miss") (:form . "miss") (:end . 162) (:start . 158)\n (:id . 73))\n ((:tag . "IN") (:stem . "if") (:form . "if") (:end . 165) (:start . 163)\n (:id . 74))\n ((:tag . "VBG") (:stem . "discard") (:form . "discarding") (:end . 176)\n (:start . 166) (:id . 75))\n ((:tag . "PDT") (:stem . "all") (:form . "all") (:end . 180) (:start . 177)\n (:id . 76))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 184) (:start . 181)\n (:id . 77))\n ((:tag . "NNS") (:stem . "prediction") (:form . "predictions") (:end . 196)\n (:start . 185) (:id . 78))\n ((:tag . "VBG") (:stem . "fall") (:form . "falling") (:end . 204)\n (:start . 197) (:id . 79))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 207) (:start . 205)\n (:id . 80))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 211) (:start . 208)\n (:id . 81))\n ((:tag . "JJ") (:stem . "sparse") (:form . "sparse") (:end . 218)\n (:start . 212) (:id . 82))\n ((:tag . "NN") (:stem . "interval") (:form . "interval") (:end . 227)\n (:start . 219) (:id . 83))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 228) (:start . 227)\n (:id . 84)))@@@1@43@((:hcues ((:id . :x13.116.1) (:span 152 157)))\n (:hscopes ((:id . :x13.116.1) (:span 152 227)))\n (:identifiers (:sid . :s13.116) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504329@unknown@formal@none@1@S@Score thresholds defining the "sparse", "neutral" and "enriched" bins@(((:tag . "NN") (:stem . "score") (:form . "Score") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "threshold") (:form . "thresholds") (:end . 16)\n (:start . 6) (:id . 43))\n ((:tag . "VBG") (:stem . "define") (:form . "defining") (:end . 25)\n (:start . 17) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 29) (:start . 26)\n (:id . 45))\n ((:tag . "``") (:stem . "``") (:form . "“") (:end . 31) (:start . 30)\n (:id . 46))\n ((:tag . "NN") (:stem . "sparse") (:form . "sparse") (:end . 37)\n (:start . 31) (:id . 47))\n ((:tag . "''") (:stem . "''") (:form . "”") (:end . 38) (:start . 37)\n (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 39) (:start . 38)\n (:id . 49))\n ((:tag . "``") (:stem . "``") (:form . "“") (:end . 41) (:start . 40)\n (:id . 50))\n ((:tag . "JJ") (:stem . "neutral") (:form . "neutral") (:end . 48)\n (:start . 41) (:id . 51))\n ((:tag . "''") (:stem . "''") (:form . "”") (:end . 49) (:start . 48)\n (:id . 52))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 53) (:start . 50)\n (:id . 53))\n ((:tag . "``") (:stem . "``") (:form . "“") (:end . 55) (:start . 54)\n (:id . 54))\n ((:tag . "VBN") (:stem . "enrich") (:form . "enriched") (:end . 63)\n (:start . 55) (:id . 55))\n ((:tag . "''") (:stem . "''") (:form . "”") (:end . 64) (:start . 63)\n (:id . 56))\n ((:tag . "NNS") (:stem . "bin") (:form . "bins") (:end . 69) (:start . 65)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s13.117) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|TableLegend|)))@oe@9-2-2011 5504330@unknown@formal@none@1@S@Number and percentage of true and random motifs assigned to each bin by the different score types@(((:tag . "NN") (:stem . "number") (:form . "Number") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 10) (:start . 7)\n (:id . 43))\n ((:tag . "NN") (:stem . "percentage") (:form . "percentage") (:end . 21)\n (:start . 11) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 24) (:start . 22)\n (:id . 45))\n ((:tag . "JJ") (:stem . "true") (:form . "true") (:end . 29) (:start . 25)\n (:id . 46))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 33) (:start . 30)\n (:id . 47))\n ((:tag . "JJ") (:stem . "random") (:form . "random") (:end . 40)\n (:start . 34) (:id . 48))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 47)\n (:start . 41) (:id . 49))\n ((:tag . "VBN") (:stem . "assign") (:form . "assigned") (:end . 56)\n (:start . 48) (:id . 50))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 59) (:start . 57)\n (:id . 51))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 64) (:start . 60)\n (:id . 52))\n ((:tag . "NN") (:stem . "bin") (:form . "bin") (:end . 68) (:start . 65)\n (:id . 53))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 71) (:start . 69)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 75) (:start . 72)\n (:id . 55))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 85)\n (:start . 76) (:id . 56))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 91) (:start . 86)\n (:id . 57))\n ((:tag . "NNS") (:stem . "type") (:form . "types") (:end . 97) (:start . 92)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s13.118) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|TableLegend|)))@oe@9-2-2011 5504331@unknown@formal@none@1@S@In order to establish more rigorously the predictive ability of the structure filter in the enriched and sparse intervals, we carried out a 5-fold cross validation experiment.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "order") (:form . "order") (:end . 8) (:start . 3)\n (:id . 43))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "VB") (:stem . "establish") (:form . "establish") (:end . 21)\n (:start . 12) (:id . 45))\n ((:tag . "RBR") (:stem . "more") (:form . "more") (:end . 26) (:start . 22)\n (:id . 46))\n ((:tag . "RB") (:stem . "rigorously") (:form . "rigorously") (:end . 37)\n (:start . 27) (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 41) (:start . 38)\n (:id . 48))\n ((:tag . "JJ") (:stem . "predictive") (:form . "predictive") (:end . 52)\n (:start . 42) (:id . 49))\n ((:tag . "NN") (:stem . "ability") (:form . "ability") (:end . 60)\n (:start . 53) (:id . 50))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 63) (:start . 61)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 67) (:start . 64)\n (:id . 52))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 77)\n (:start . 68) (:id . 53))\n ((:tag . "NN") (:stem . "filter") (:form . "filter") (:end . 84)\n (:start . 78) (:id . 54))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 87) (:start . 85)\n (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 91) (:start . 88)\n (:id . 56))\n ((:tag . "VBN") (:stem . "enrich") (:form . "enriched") (:end . 100)\n (:start . 92) (:id . 57))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 104) (:start . 101)\n (:id . 58))\n ((:tag . "JJ") (:stem . "sparse") (:form . "sparse") (:end . 111)\n (:start . 105) (:id . 59))\n ((:tag . "NNS") (:stem . "interval") (:form . "intervals") (:end . 121)\n (:start . 112) (:id . 60))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 122) (:start . 121)\n (:id . 61))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 125) (:start . 123)\n (:id . 62))\n ((:tag . "VBD") (:stem . "carry") (:form . "carried") (:end . 133)\n (:start . 126) (:id . 63))\n ((:tag . "RP") (:stem . "out") (:form . "out") (:end . 137) (:start . 134)\n (:id . 64))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 139) (:start . 138)\n (:id . 65))\n ((:tag . "JJ") (:stem . "5-fold") (:form . "5-fold") (:end . 146)\n (:start . 140) (:id . 66))\n ((:tag . "NN") (:stem . "cross") (:form . "cross") (:end . 152)\n (:start . 147) (:id . 67))\n ((:tag . "NN") (:stem . "validation") (:form . "validation") (:end . 163)\n (:start . 153) (:id . 68))\n ((:tag . "NN") (:stem . "experiment") (:form . "experiment") (:end . 174)\n (:start . 164) (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 175) (:start . 174)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s13.119) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504332@unknown@formal@none@1@S@Referring to score calibration and within the limits of the 5-fold cross validation experiment only, we defined two intervals instead of the three implemented in the ELM Web Server, by incorporating the neutral interval first into the enriched one and then into the sparse one.@(((:tag . "VBG") (:stem . "refer") (:form . "Referring") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 12) (:start . 10)\n (:id . 43))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 18) (:start . 13)\n (:id . 44))\n ((:tag . "NN") (:stem . "calibration") (:form . "calibration") (:end . 30)\n (:start . 19) (:id . 45))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 34) (:start . 31)\n (:id . 46))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 41)\n (:start . 35) (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 45) (:start . 42)\n (:id . 48))\n ((:tag . "NNS") (:stem . "limit") (:form . "limits") (:end . 52)\n (:start . 46) (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 55) (:start . 53)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 59) (:start . 56)\n (:id . 51))\n ((:tag . "JJ") (:stem . "5-fold") (:form . "5-fold") (:end . 66)\n (:start . 60) (:id . 52))\n ((:tag . "NN") (:stem . "cross") (:form . "cross") (:end . 72) (:start . 67)\n (:id . 53))\n ((:tag . "NN") (:stem . "validation") (:form . "validation") (:end . 83)\n (:start . 73) (:id . 54))\n ((:tag . "NN") (:stem . "experiment") (:form . "experiment") (:end . 94)\n (:start . 84) (:id . 55))\n ((:tag . "RB") (:stem . "only") (:form . "only") (:end . 99) (:start . 95)\n (:id . 56))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 100) (:start . 99)\n (:id . 57))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 103) (:start . 101)\n (:id . 58))\n ((:tag . "VBD") (:stem . "define") (:form . "defined") (:end . 111)\n (:start . 104) (:id . 59))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 115) (:start . 112)\n (:id . 60))\n ((:tag . "NNS") (:stem . "interval") (:form . "intervals") (:end . 125)\n (:start . 116) (:id . 61))\n ((:tag . "RB") (:stem . "instead") (:form . "instead") (:end . 133)\n (:start . 126) (:id . 62))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 136) (:start . 134)\n (:id . 63))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 140) (:start . 137)\n (:id . 64))\n ((:tag . "CD") (:stem . "three") (:form . "three") (:end . 146)\n (:start . 141) (:id . 65))\n ((:tag . "VBN") (:stem . "implement") (:form . "implemented") (:end . 158)\n (:start . 147) (:id . 66))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 161) (:start . 159)\n (:id . 67))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 165) (:start . 162)\n (:id . 68))\n ((:tag . "NNP") (:stem . "ELM") (:form . "ELM") (:end . 169) (:start . 166)\n (:id . 69))\n ((:tag . "NNP") (:stem . "Web") (:form . "Web") (:end . 173) (:start . 170)\n (:id . 70))\n ((:tag . "NNP") (:stem . "Server") (:form . "Server") (:end . 180)\n (:start . 174) (:id . 71))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 181) (:start . 180)\n (:id . 72))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 184) (:start . 182)\n (:id . 73))\n ((:tag . "VBG") (:stem . "incorporate") (:form . "incorporating")\n (:end . 198) (:start . 185) (:id . 74))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 202) (:start . 199)\n (:id . 75))\n ((:tag . "JJ") (:stem . "neutral") (:form . "neutral") (:end . 210)\n (:start . 203) (:id . 76))\n ((:tag . "NN") (:stem . "interval") (:form . "interval") (:end . 219)\n (:start . 211) (:id . 77))\n ((:tag . "RB") (:stem . "first") (:form . "first") (:end . 225)\n (:start . 220) (:id . 78))\n ((:tag . "IN") (:stem . "into") (:form . "into") (:end . 230) (:start . 226)\n (:id . 79))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 234) (:start . 231)\n (:id . 80))\n ((:tag . "VBN") (:stem . "enrich") (:form . "enriched") (:end . 243)\n (:start . 235) (:id . 81))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 247) (:start . 244)\n (:id . 82))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 251) (:start . 248)\n (:id . 83))\n ((:tag . "RB") (:stem . "then") (:form . "then") (:end . 256) (:start . 252)\n (:id . 84))\n ((:tag . "IN") (:stem . "into") (:form . "into") (:end . 261) (:start . 257)\n (:id . 85))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 265) (:start . 262)\n (:id . 86))\n ((:tag . "JJ") (:stem . "sparse") (:form . "sparse") (:end . 272)\n (:start . 266) (:id . 87))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 276) (:start . 273)\n (:id . 88))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 277) (:start . 276)\n (:id . 89)))@@@1@48@((:identifiers (:sid . :s13.120) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504333@unknown@formal@none@1@S@This made it possible to properly determine sensitivity and specificity values in two different situations: the first accounting for an enrichment of sensitivity and the second for an enrichment of specificity.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "make") (:form . "made") (:end . 9) (:start . 5)\n (:id . 43))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 12) (:start . 10)\n (:id . 44))\n ((:tag . "JJ") (:stem . "possible") (:form . "possible") (:end . 21)\n (:start . 13) (:id . 45))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 24) (:start . 22)\n (:id . 46))\n ((:tag . "RB") (:stem . "properly") (:form . "properly") (:end . 33)\n (:start . 25) (:id . 47))\n ((:tag . "VB") (:stem . "determine") (:form . "determine") (:end . 43)\n (:start . 34) (:id . 48))\n ((:tag . "NN") (:stem . "sensitivity") (:form . "sensitivity") (:end . 55)\n (:start . 44) (:id . 49))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 59) (:start . 56)\n (:id . 50))\n ((:tag . "NN") (:stem . "specificity") (:form . "specificity") (:end . 71)\n (:start . 60) (:id . 51))\n ((:tag . "NNS") (:stem . "value") (:form . "values") (:end . 78)\n (:start . 72) (:id . 52))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 81) (:start . 79)\n (:id . 53))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 85) (:start . 82)\n (:id . 54))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 95)\n (:start . 86) (:id . 55))\n ((:tag . "NNS") (:stem . "situation") (:form . "situations") (:end . 106)\n (:start . 96) (:id . 56))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 107) (:start . 106)\n (:id . 57))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 111) (:start . 108)\n (:id . 58))\n ((:tag . "JJ") (:stem . "first") (:form . "first") (:end . 117)\n (:start . 112) (:id . 59))\n ((:tag . "NN") (:stem . "accounting") (:form . "accounting") (:end . 128)\n (:start . 118) (:id . 60))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 132) (:start . 129)\n (:id . 61))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 135) (:start . 133)\n (:id . 62))\n ((:tag . "NN") (:stem . "enrichment") (:form . "enrichment") (:end . 146)\n (:start . 136) (:id . 63))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 149) (:start . 147)\n (:id . 64))\n ((:tag . "NN") (:stem . "sensitivity") (:form . "sensitivity") (:end . 161)\n (:start . 150) (:id . 65))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 165) (:start . 162)\n (:id . 66))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 169) (:start . 166)\n (:id . 67))\n ((:tag . "NN") (:stem . "second") (:form . "second") (:end . 176)\n (:start . 170) (:id . 68))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 180) (:start . 177)\n (:id . 69))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 183) (:start . 181)\n (:id . 70))\n ((:tag . "NN") (:stem . "enrichment") (:form . "enrichment") (:end . 194)\n (:start . 184) (:id . 71))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 197) (:start . 195)\n (:id . 72))\n ((:tag . "NN") (:stem . "specificity") (:form . "specificity") (:end . 209)\n (:start . 198) (:id . 73))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 210) (:start . 209)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s13.121) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504334@unknown@formal@none@1@S@We defined the positive dataset as the one made up of the ELM true instances and the negative dataset as the set of all the un-annotated random matches.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "define") (:form . "defined") (:end . 10)\n (:start . 3) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 14) (:start . 11)\n (:id . 44))\n ((:tag . "JJ") (:stem . "positive") (:form . "positive") (:end . 23)\n (:start . 15) (:id . 45))\n ((:tag . "NN") (:stem . "dataset") (:form . "dataset") (:end . 31)\n (:start . 24) (:id . 46))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 34) (:start . 32)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 38) (:start . 35)\n (:id . 48))\n ((:tag . "NN") (:stem . "one") (:form . "one") (:end . 42) (:start . 39)\n (:id . 49))\n ((:tag . "VBD") (:stem . "make") (:form . "made") (:end . 47) (:start . 43)\n (:id . 50))\n ((:tag . "RP") (:stem . "up") (:form . "up") (:end . 50) (:start . 48)\n (:id . 51))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 53) (:start . 51)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 57) (:start . 54)\n (:id . 53))\n ((:tag . "NNP") (:stem . "ELM") (:form . "ELM") (:end . 61) (:start . 58)\n (:id . 54))\n ((:tag . "JJ") (:stem . "true") (:form . "true") (:end . 66) (:start . 62)\n (:id . 55))\n ((:tag . "NNS") (:stem . "instance") (:form . "instances") (:end . 76)\n (:start . 67) (:id . 56))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 80) (:start . 77)\n (:id . 57))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 84) (:start . 81)\n (:id . 58))\n ((:tag . "JJ") (:stem . "negative") (:form . "negative") (:end . 93)\n (:start . 85) (:id . 59))\n ((:tag . "NN") (:stem . "dataset") (:form . "dataset") (:end . 101)\n (:start . 94) (:id . 60))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 104) (:start . 102)\n (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 108) (:start . 105)\n (:id . 62))\n ((:tag . "NN") (:stem . "set") (:form . "set") (:end . 112) (:start . 109)\n (:id . 63))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 115) (:start . 113)\n (:id . 64))\n ((:tag . "PDT") (:stem . "all") (:form . "all") (:end . 119) (:start . 116)\n (:id . 65))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 123) (:start . 120)\n (:id . 66))\n ((:tag . "JJ") (:stem . "un-annotated") (:form . "un-annotated") (:end . 136)\n (:start . 124) (:id . 67))\n ((:tag . "JJ") (:stem . "random") (:form . "random") (:end . 143)\n (:start . 137) (:id . 68))\n ((:tag . "NNS") (:stem . "match") (:form . "matches") (:end . 151)\n (:start . 144) (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 152) (:start . 151)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s13.122) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504335@unknown@formal@none@1@S@We split both the positive and the negative datasets into five subsets by random sampling the datasets without replacement, thus obtaining five non-overlapping positive and five non-overlapping negative training sets.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "split") (:form . "split") (:end . 8) (:start . 3)\n (:id . 43))\n ((:tag . "CC") (:stem . "both") (:form . "both") (:end . 13) (:start . 9)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 17) (:start . 14)\n (:id . 45))\n ((:tag . "JJ") (:stem . "positive") (:form . "positive") (:end . 26)\n (:start . 18) (:id . 46))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 30) (:start . 27)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 34) (:start . 31)\n (:id . 48))\n ((:tag . "JJ") (:stem . "negative") (:form . "negative") (:end . 43)\n (:start . 35) (:id . 49))\n ((:tag . "NNS") (:stem . "dataset") (:form . "datasets") (:end . 52)\n (:start . 44) (:id . 50))\n ((:tag . "IN") (:stem . "into") (:form . "into") (:end . 57) (:start . 53)\n (:id . 51))\n ((:tag . "CD") (:stem . "five") (:form . "five") (:end . 62) (:start . 58)\n (:id . 52))\n ((:tag . "NNS") (:stem . "subset") (:form . "subsets") (:end . 70)\n (:start . 63) (:id . 53))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 73) (:start . 71)\n (:id . 54))\n ((:tag . "NN") (:stem . "random") (:form . "random") (:end . 80)\n (:start . 74) (:id . 55))\n ((:tag . "VBG") (:stem . "sample") (:form . "sampling") (:end . 89)\n (:start . 81) (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 93) (:start . 90)\n (:id . 57))\n ((:tag . "NNS") (:stem . "dataset") (:form . "datasets") (:end . 102)\n (:start . 94) (:id . 58))\n ((:tag . "IN") (:stem . "without") (:form . "without") (:end . 110)\n (:start . 103) (:id . 59))\n ((:tag . "NN") (:stem . "replacement") (:form . "replacement") (:end . 122)\n (:start . 111) (:id . 60))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 123) (:start . 122)\n (:id . 61))\n ((:tag . "RB") (:stem . "thus") (:form . "thus") (:end . 128) (:start . 124)\n (:id . 62))\n ((:tag . "VBG") (:stem . "obtain") (:form . "obtaining") (:end . 138)\n (:start . 129) (:id . 63))\n ((:tag . "CD") (:stem . "five") (:form . "five") (:end . 143) (:start . 139)\n (:id . 64))\n ((:tag . "JJ") (:stem . "non-overlapping") (:form . "non-overlapping")\n (:end . 159) (:start . 144) (:id . 65))\n ((:tag . "JJ") (:stem . "positive") (:form . "positive") (:end . 168)\n (:start . 160) (:id . 66))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 172) (:start . 169)\n (:id . 67))\n ((:tag . "CD") (:stem . "five") (:form . "five") (:end . 177) (:start . 173)\n (:id . 68))\n ((:tag . "JJ") (:stem . "non-overlapping") (:form . "non-overlapping")\n (:end . 193) (:start . 178) (:id . 69))\n ((:tag . "JJ") (:stem . "negative") (:form . "negative") (:end . 202)\n (:start . 194) (:id . 70))\n ((:tag . "NN") (:stem . "training") (:form . "training") (:end . 211)\n (:start . 203) (:id . 71))\n ((:tag . "NNS") (:stem . "set") (:form . "sets") (:end . 216) (:start . 212)\n (:id . 72))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 217) (:start . 216)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s13.123) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504336@unknown@formal@none@1@S@Five positive (negative) test sets were determined by depriving cyclically the whole positive (negative) dataset of each of the five positive (negative) training sets.@(((:tag . "CD") (:stem . "five") (:form . "Five") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "positive") (:form . "positive") (:end . 13)\n (:start . 5) (:id . 43))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 15) (:start . 14)\n (:id . 44))\n ((:tag . "JJ") (:stem . "negative") (:form . "negative") (:end . 23)\n (:start . 15) (:id . 45))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 24) (:start . 23)\n (:id . 46))\n ((:tag . "NN") (:stem . "test") (:form . "test") (:end . 29) (:start . 25)\n (:id . 47))\n ((:tag . "NNS") (:stem . "set") (:form . "sets") (:end . 34) (:start . 30)\n (:id . 48))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 39) (:start . 35)\n (:id . 49))\n ((:tag . "VBN") (:stem . "determine") (:form . "determined") (:end . 50)\n (:start . 40) (:id . 50))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 53) (:start . 51)\n (:id . 51))\n ((:tag . "VBG") (:stem . "deprive") (:form . "depriving") (:end . 63)\n (:start . 54) (:id . 52))\n ((:tag . "RB") (:stem . "cyclically") (:form . "cyclically") (:end . 74)\n (:start . 64) (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 78) (:start . 75)\n (:id . 54))\n ((:tag . "JJ") (:stem . "whole") (:form . "whole") (:end . 84) (:start . 79)\n (:id . 55))\n ((:tag . "JJ") (:stem . "positive") (:form . "positive") (:end . 93)\n (:start . 85) (:id . 56))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 95) (:start . 94)\n (:id . 57))\n ((:tag . "JJ") (:stem . "negative") (:form . "negative") (:end . 103)\n (:start . 95) (:id . 58))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 104) (:start . 103)\n (:id . 59))\n ((:tag . "NN") (:stem . "dataset") (:form . "dataset") (:end . 112)\n (:start . 105) (:id . 60))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 115) (:start . 113)\n (:id . 61))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 120) (:start . 116)\n (:id . 62))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 123) (:start . 121)\n (:id . 63))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 127) (:start . 124)\n (:id . 64))\n ((:tag . "CD") (:stem . "five") (:form . "five") (:end . 132) (:start . 128)\n (:id . 65))\n ((:tag . "JJ") (:stem . "positive") (:form . "positive") (:end . 141)\n (:start . 133) (:id . 66))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 143) (:start . 142)\n (:id . 67))\n ((:tag . "JJ") (:stem . "negative") (:form . "negative") (:end . 151)\n (:start . 143) (:id . 68))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 152) (:start . 151)\n (:id . 69))\n ((:tag . "NN") (:stem . "training") (:form . "training") (:end . 161)\n (:start . 153) (:id . 70))\n ((:tag . "NNS") (:stem . "set") (:form . "sets") (:end . 166) (:start . 162)\n (:id . 71))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 167) (:start . 166)\n (:id . 72)))@@@1@31@((:identifiers (:sid . :s13.124) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504337@unknown@formal@none@1@S@We built the scoring schemes as described in the section "The ELM structure filter scoring scheme" and set up score acceptance/rejection thresholds on the training sets as explained above (subsection "Sparse/neutral/enriched score intervals").@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "build") (:form . "built") (:end . 8) (:start . 3)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 12) (:start . 9)\n (:id . 44))\n ((:tag . "NN") (:stem . "scoring") (:form . "scoring") (:end . 20)\n (:start . 13) (:id . 45))\n ((:tag . "NNS") (:stem . "scheme") (:form . "schemes") (:end . 28)\n (:start . 21) (:id . 46))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 31) (:start . 29)\n (:id . 47))\n ((:tag . "VBN") (:stem . "describe") (:form . "described") (:end . 41)\n (:start . 32) (:id . 48))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 44) (:start . 42)\n (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 48) (:start . 45)\n (:id . 50))\n ((:tag . "NN") (:stem . "section") (:form . "section") (:end . 56)\n (:start . 49) (:id . 51))\n ((:tag . "``") (:stem . "``") (:form . "“") (:end . 58) (:start . 57)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "The") (:end . 61) (:start . 58)\n (:id . 53))\n ((:tag . "NNP") (:stem . "ELM") (:form . "ELM") (:end . 65) (:start . 62)\n (:id . 54))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 75)\n (:start . 66) (:id . 55))\n ((:tag . "NN") (:stem . "filter") (:form . "filter") (:end . 82)\n (:start . 76) (:id . 56))\n ((:tag . "VBG") (:stem . "score") (:form . "scoring") (:end . 90)\n (:start . 83) (:id . 57))\n ((:tag . "NN") (:stem . "scheme") (:form . "scheme") (:end . 97)\n (:start . 91) (:id . 58))\n ((:tag . "''") (:stem . "''") (:form . "”") (:end . 98) (:start . 97)\n (:id . 59))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 102) (:start . 99)\n (:id . 60))\n ((:tag . "VB") (:stem . "set") (:form . "set") (:end . 106) (:start . 103)\n (:id . 61))\n ((:tag . "RP") (:stem . "up") (:form . "up") (:end . 109) (:start . 107)\n (:id . 62))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 115)\n (:start . 110) (:id . 63))\n ((:tag . "NN") (:stem . "acceptance/rejection")\n (:form . "acceptance/rejection") (:end . 136) (:start . 116) (:id . 64))\n ((:tag . "NNS") (:stem . "threshold") (:form . "thresholds") (:end . 147)\n (:start . 137) (:id . 65))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 150) (:start . 148)\n (:id . 66))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 154) (:start . 151)\n (:id . 67))\n ((:tag . "NN") (:stem . "training") (:form . "training") (:end . 163)\n (:start . 155) (:id . 68))\n ((:tag . "NNS") (:stem . "set") (:form . "sets") (:end . 168) (:start . 164)\n (:id . 69))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 171) (:start . 169)\n (:id . 70))\n ((:tag . "VBN") (:stem . "explain") (:form . "explained") (:end . 181)\n (:start . 172) (:id . 71))\n ((:tag . "IN") (:stem . "above") (:form . "above") (:end . 187)\n (:start . 182) (:id . 72))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 189) (:start . 188)\n (:id . 73))\n ((:tag . "NN") (:stem . "subsection") (:form . "subsection") (:end . 199)\n (:start . 189) (:id . 74))\n ((:tag . "``") (:stem . "``") (:form . "“") (:end . 201) (:start . 200)\n (:id . 75))\n ((:tag . "JJ") (:stem . "sparse/neutral/enriched")\n (:form . "Sparse/neutral/enriched") (:end . 224) (:start . 201) (:id . 76))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 230)\n (:start . 225) (:id . 77))\n ((:tag . "NNS") (:stem . "interval") (:form . "intervals") (:end . 240)\n (:start . 231) (:id . 78))\n ((:tag . "''") (:stem . "''") (:form . "”") (:end . 241) (:start . 240)\n (:id . 79))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 242) (:start . 241)\n (:id . 80))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 243) (:start . 242)\n (:id . 81)))@@@1@40@((:identifiers (:sid . :s13.125) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504338@unknown@formal@none@1@S@Then, we validated them on the corresponding test sets by calculating sensitivity (Sn), specificity (Sp), and accuracy defined as:@(((:tag . "RB") (:stem . "then") (:form . "Then") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 5) (:start . 4) (:id . 43))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 8) (:start . 6)\n (:id . 44))\n ((:tag . "VBD") (:stem . "validate") (:form . "validated") (:end . 18)\n (:start . 9) (:id . 45))\n ((:tag . "PRP") (:stem . "them") (:form . "them") (:end . 23) (:start . 19)\n (:id . 46))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 26) (:start . 24)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 30) (:start . 27)\n (:id . 48))\n ((:tag . "VBG") (:stem . "correspond") (:form . "corresponding") (:end . 44)\n (:start . 31) (:id . 49))\n ((:tag . "NN") (:stem . "test") (:form . "test") (:end . 49) (:start . 45)\n (:id . 50))\n ((:tag . "NNS") (:stem . "set") (:form . "sets") (:end . 54) (:start . 50)\n (:id . 51))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 57) (:start . 55)\n (:id . 52))\n ((:tag . "VBG") (:stem . "calculate") (:form . "calculating") (:end . 69)\n (:start . 58) (:id . 53))\n ((:tag . "NN") (:stem . "sensitivity") (:form . "sensitivity") (:end . 81)\n (:start . 70) (:id . 54))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 83) (:start . 82)\n (:id . 55))\n ((:tag . "NNP") (:stem . "Sn") (:form . "Sn") (:end . 85) (:start . 83)\n (:id . 56))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 86) (:start . 85)\n (:id . 57))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 87) (:start . 86)\n (:id . 58))\n ((:tag . "NN") (:stem . "specificity") (:form . "specificity") (:end . 99)\n (:start . 88) (:id . 59))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 101) (:start . 100)\n (:id . 60))\n ((:tag . "NNP") (:stem . "Sp") (:form . "Sp") (:end . 103) (:start . 101)\n (:id . 61))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 104) (:start . 103)\n (:id . 62))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 105) (:start . 104)\n (:id . 63))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 109) (:start . 106)\n (:id . 64))\n ((:tag . "NN") (:stem . "accuracy") (:form . "accuracy") (:end . 118)\n (:start . 110) (:id . 65))\n ((:tag . "VBN") (:stem . "define") (:form . "defined") (:end . 126)\n (:start . 119) (:id . 66))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 129) (:start . 127)\n (:id . 67))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 130) (:start . 129)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s13.126) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504339@unknown@formal@none@1@S@In evaluating Sn, Sp and Accuracy, we assumed that a match belonging to the negative set and scoring above the "accept" threshold, is a FP and one scoring below, is a TN; a true instance scoring above the "accept" threshold is a TP and one scoring below is a FN.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBG") (:stem . "evaluate") (:form . "evaluating") (:end . 13)\n (:start . 3) (:id . 43))\n ((:tag . "NNP") (:stem . "Sn") (:form . "Sn") (:end . 16) (:start . 14)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 17) (:start . 16)\n (:id . 45))\n ((:tag . "NNP") (:stem . "Sp") (:form . "Sp") (:end . 20) (:start . 18)\n (:id . 46))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 24) (:start . 21)\n (:id . 47))\n ((:tag . "NNP") (:stem . "Accuracy") (:form . "Accuracy") (:end . 33)\n (:start . 25) (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 34) (:start . 33)\n (:id . 49))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 37) (:start . 35)\n (:id . 50))\n ((:tag . "VBD") (:stem . "assume") (:form . "assumed") (:end . 45)\n (:start . 38) (:id . 51))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 50) (:start . 46)\n (:id . 52))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 52) (:start . 51)\n (:id . 53))\n ((:tag . "NN") (:stem . "match") (:form . "match") (:end . 58) (:start . 53)\n (:id . 54))\n ((:tag . "VBG") (:stem . "belong") (:form . "belonging") (:end . 68)\n (:start . 59) (:id . 55))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 71) (:start . 69)\n (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 75) (:start . 72)\n (:id . 57))\n ((:tag . "JJ") (:stem . "negative") (:form . "negative") (:end . 84)\n (:start . 76) (:id . 58))\n ((:tag . "NN") (:stem . "set") (:form . "set") (:end . 88) (:start . 85)\n (:id . 59))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 92) (:start . 89)\n (:id . 60))\n ((:tag . "VBG") (:stem . "score") (:form . "scoring") (:end . 100)\n (:start . 93) (:id . 61))\n ((:tag . "IN") (:stem . "above") (:form . "above") (:end . 106)\n (:start . 101) (:id . 62))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 110) (:start . 107)\n (:id . 63))\n ((:tag . "``") (:stem . "``") (:form . "“") (:end . 112) (:start . 111)\n (:id . 64))\n ((:tag . "NN") (:stem . "accept") (:form . "accept") (:end . 118)\n (:start . 112) (:id . 65))\n ((:tag . "''") (:stem . "''") (:form . "”") (:end . 119) (:start . 118)\n (:id . 66))\n ((:tag . "NN") (:stem . "threshold") (:form . "threshold") (:end . 129)\n (:start . 120) (:id . 67))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 130) (:start . 129)\n (:id . 68))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 133) (:start . 131)\n (:id . 69))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 135) (:start . 134)\n (:id . 70))\n ((:tag . "NNP") (:stem . "FP") (:form . "FP") (:end . 138) (:start . 136)\n (:id . 71))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 142) (:start . 139)\n (:id . 72))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 146) (:start . 143)\n (:id . 73))\n ((:tag . "VBG") (:stem . "score") (:form . "scoring") (:end . 154)\n (:start . 147) (:id . 74))\n ((:tag . "IN") (:stem . "below") (:form . "below") (:end . 160)\n (:start . 155) (:id . 75))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 161) (:start . 160)\n (:id . 76))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 164) (:start . 162)\n (:id . 77))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 166) (:start . 165)\n (:id . 78))\n ((:tag . "NN") (:stem . "tn") (:form . "TN") (:end . 169) (:start . 167)\n (:id . 79))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 170) (:start . 169)\n (:id . 80))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 172) (:start . 171)\n (:id . 81))\n ((:tag . "JJ") (:stem . "true") (:form . "true") (:end . 177) (:start . 173)\n (:id . 82))\n ((:tag . "NN") (:stem . "instance") (:form . "instance") (:end . 186)\n (:start . 178) (:id . 83))\n ((:tag . "VBG") (:stem . "score") (:form . "scoring") (:end . 194)\n (:start . 187) (:id . 84))\n ((:tag . "IN") (:stem . "above") (:form . "above") (:end . 200)\n (:start . 195) (:id . 85))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 204) (:start . 201)\n (:id . 86))\n ((:tag . "``") (:stem . "``") (:form . "“") (:end . 206) (:start . 205)\n (:id . 87))\n ((:tag . "NN") (:stem . "accept") (:form . "accept") (:end . 212)\n (:start . 206) (:id . 88))\n ((:tag . "''") (:stem . "''") (:form . "”") (:end . 213) (:start . 212)\n (:id . 89))\n ((:tag . "NN") (:stem . "threshold") (:form . "threshold") (:end . 223)\n (:start . 214) (:id . 90))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 226) (:start . 224)\n (:id . 91))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 228) (:start . 227)\n (:id . 92))\n ((:tag . "NNP") (:stem . "TP") (:form . "TP") (:end . 231) (:start . 229)\n (:id . 93))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 235) (:start . 232)\n (:id . 94))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 239) (:start . 236)\n (:id . 95))\n ((:tag . "NN") (:stem . "scoring") (:form . "scoring") (:end . 247)\n (:start . 240) (:id . 96))\n ((:tag . "IN") (:stem . "below") (:form . "below") (:end . 253)\n (:start . 248) (:id . 97))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 256) (:start . 254)\n (:id . 98))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 258) (:start . 257)\n (:id . 99))\n ((:tag . "NN") (:stem . "fn") (:form . "FN") (:end . 261) (:start . 259)\n (:id . 100))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 262) (:start . 261)\n (:id . 101)))@@@1@60@((:hcues ((:id . :x13.127.1) (:span 38 45)))\n (:hscopes ((:id . :x13.127.1) (:span 38 261)))\n (:identifiers (:sid . :s13.127) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504340@unknown@formal@none@1@S@Sensitivity (Sn) and specificity (Sp) and accuracy averaged over the five sets are reported in Table 4.@(((:tag . "NN") (:stem . "sensitivity") (:form . "Sensitivity") (:end . 11)\n (:start . 0) (:id . 42))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 13) (:start . 12)\n (:id . 43))\n ((:tag . "NNP") (:stem . "Sn") (:form . "Sn") (:end . 15) (:start . 13)\n (:id . 44))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 16) (:start . 15)\n (:id . 45))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 20) (:start . 17)\n (:id . 46))\n ((:tag . "NN") (:stem . "specificity") (:form . "specificity") (:end . 32)\n (:start . 21) (:id . 47))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 34) (:start . 33)\n (:id . 48))\n ((:tag . "NNP") (:stem . "Sp") (:form . "Sp") (:end . 36) (:start . 34)\n (:id . 49))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 37) (:start . 36)\n (:id . 50))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 41) (:start . 38)\n (:id . 51))\n ((:tag . "NN") (:stem . "accuracy") (:form . "accuracy") (:end . 50)\n (:start . 42) (:id . 52))\n ((:tag . "VBD") (:stem . "average") (:form . "averaged") (:end . 59)\n (:start . 51) (:id . 53))\n ((:tag . "IN") (:stem . "over") (:form . "over") (:end . 64) (:start . 60)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 68) (:start . 65)\n (:id . 55))\n ((:tag . "CD") (:stem . "five") (:form . "five") (:end . 73) (:start . 69)\n (:id . 56))\n ((:tag . "NNS") (:stem . "set") (:form . "sets") (:end . 78) (:start . 74)\n (:id . 57))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 82) (:start . 79)\n (:id . 58))\n ((:tag . "VBN") (:stem . "report") (:form . "reported") (:end . 91)\n (:start . 83) (:id . 59))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 94) (:start . 92)\n (:id . 60))\n ((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 100) (:start . 95)\n (:id . 61))\n ((:tag . "CD") (:stem . "4") (:form . "4") (:end . 102) (:start . 101)\n (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 103) (:start . 102)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s13.128) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504341@unknown@formal@none@1@S@Since the structure filter is designed as a guide to experimentation, we consider that sensitivity should be privileged over specificity - for not missing too many true motifs.@(((:tag . "IN") (:stem . "since") (:form . "Since") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 9) (:start . 6)\n (:id . 43))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 19)\n (:start . 10) (:id . 44))\n ((:tag . "NN") (:stem . "filter") (:form . "filter") (:end . 26)\n (:start . 20) (:id . 45))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 29) (:start . 27)\n (:id . 46))\n ((:tag . "VBN") (:stem . "design") (:form . "designed") (:end . 38)\n (:start . 30) (:id . 47))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 41) (:start . 39)\n (:id . 48))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 43) (:start . 42)\n (:id . 49))\n ((:tag . "NN") (:stem . "guide") (:form . "guide") (:end . 49) (:start . 44)\n (:id . 50))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 52) (:start . 50)\n (:id . 51))\n ((:tag . "NN") (:stem . "experimentation") (:form . "experimentation")\n (:end . 68) (:start . 53) (:id . 52))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 69) (:start . 68)\n (:id . 53))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 72) (:start . 70)\n (:id . 54))\n ((:tag . "VBP") (:stem . "consider") (:form . "consider") (:end . 81)\n (:start . 73) (:id . 55))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 86) (:start . 82)\n (:id . 56))\n ((:tag . "NN") (:stem . "sensitivity") (:form . "sensitivity") (:end . 98)\n (:start . 87) (:id . 57))\n ((:tag . "MD") (:stem . "should") (:form . "should") (:end . 105)\n (:start . 99) (:id . 58))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 108) (:start . 106)\n (:id . 59))\n ((:tag . "VBN") (:stem . "privilege") (:form . "privileged") (:end . 119)\n (:start . 109) (:id . 60))\n ((:tag . "IN") (:stem . "over") (:form . "over") (:end . 124) (:start . 120)\n (:id . 61))\n ((:tag . "NN") (:stem . "specificity") (:form . "specificity") (:end . 136)\n (:start . 125) (:id . 62))\n ((:tag . "HYPH") (:stem . "-") (:form . "-") (:end . 138) (:start . 137)\n (:id . 63))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 142) (:start . 139)\n (:id . 64))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 146) (:start . 143)\n (:id . 65))\n ((:tag . "VBG") (:stem . "miss") (:form . "missing") (:end . 154)\n (:start . 147) (:id . 66))\n ((:tag . "RB") (:stem . "too") (:form . "too") (:end . 158) (:start . 155)\n (:id . 67))\n ((:tag . "JJ") (:stem . "many") (:form . "many") (:end . 163) (:start . 159)\n (:id . 68))\n ((:tag . "JJ") (:stem . "true") (:form . "true") (:end . 168) (:start . 164)\n (:id . 69))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 175)\n (:start . 169) (:id . 70))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 176) (:start . 175)\n (:id . 71)))@@@1@30@((:hcues ((:id . :x13.129.1) (:span 99 105)))\n (:hscopes ((:id . :x13.129.1) (:span 87 136)))\n (:identifiers (:sid . :s13.129) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504342@unknown@formal@none@1@S@Based on this viewpoint, it can be observed in Tables 3 (last column) and 4 that the best performing scoring schemes - in terms of a trade-off between sensitivity, specificity, the percentage of true motifs erroneously discarded and the percentage of true motifs correctly retained - are Qacc and Qand.@(((:tag . "VBN") (:stem . "base") (:form . "Based") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 8) (:start . 6)\n (:id . 43))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 13) (:start . 9)\n (:id . 44))\n ((:tag . "NN") (:stem . "viewpoint") (:form . "viewpoint") (:end . 23)\n (:start . 14) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 24) (:start . 23)\n (:id . 46))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 27) (:start . 25)\n (:id . 47))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 31) (:start . 28)\n (:id . 48))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 34) (:start . 32)\n (:id . 49))\n ((:tag . "VBN") (:stem . "observe") (:form . "observed") (:end . 43)\n (:start . 35) (:id . 50))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 46) (:start . 44)\n (:id . 51))\n ((:tag . "NNP") (:stem . "Tables") (:form . "Tables") (:end . 53)\n (:start . 47) (:id . 52))\n ((:tag . "CD") (:stem . "3") (:form . "3") (:end . 55) (:start . 54)\n (:id . 53))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 57) (:start . 56)\n (:id . 54))\n ((:tag . "JJ") (:stem . "last") (:form . "last") (:end . 61) (:start . 57)\n (:id . 55))\n ((:tag . "NN") (:stem . "column") (:form . "column") (:end . 68)\n (:start . 62) (:id . 56))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 69) (:start . 68)\n (:id . 57))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 73) (:start . 70)\n (:id . 58))\n ((:tag . "CD") (:stem . "4") (:form . "4") (:end . 75) (:start . 74)\n (:id . 59))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 80) (:start . 76)\n (:id . 60))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 84) (:start . 81)\n (:id . 61))\n ((:tag . "JJS") (:stem . "good") (:form . "best") (:end . 89) (:start . 85)\n (:id . 62))\n ((:tag . "VBG") (:stem . "perform") (:form . "performing") (:end . 100)\n (:start . 90) (:id . 63))\n ((:tag . "VBG") (:stem . "score") (:form . "scoring") (:end . 108)\n (:start . 101) (:id . 64))\n ((:tag . "NNS") (:stem . "scheme") (:form . "schemes") (:end . 116)\n (:start . 109) (:id . 65))\n ((:tag . "HYPH") (:stem . "-") (:form . "-") (:end . 118) (:start . 117)\n (:id . 66))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 121) (:start . 119)\n (:id . 67))\n ((:tag . "NNS") (:stem . "term") (:form . "terms") (:end . 127)\n (:start . 122) (:id . 68))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 130) (:start . 128)\n (:id . 69))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 132) (:start . 131)\n (:id . 70))\n ((:tag . "NN") (:stem . "trade-off") (:form . "trade-off") (:end . 142)\n (:start . 133) (:id . 71))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 150)\n (:start . 143) (:id . 72))\n ((:tag . "NN") (:stem . "sensitivity") (:form . "sensitivity") (:end . 162)\n (:start . 151) (:id . 73))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 163) (:start . 162)\n (:id . 74))\n ((:tag . "NN") (:stem . "specificity") (:form . "specificity") (:end . 175)\n (:start . 164) (:id . 75))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 176) (:start . 175)\n (:id . 76))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 180) (:start . 177)\n (:id . 77))\n ((:tag . "NN") (:stem . "percentage") (:form . "percentage") (:end . 191)\n (:start . 181) (:id . 78))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 194) (:start . 192)\n (:id . 79))\n ((:tag . "JJ") (:stem . "true") (:form . "true") (:end . 199) (:start . 195)\n (:id . 80))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 206)\n (:start . 200) (:id . 81))\n ((:tag . "RB") (:stem . "erroneously") (:form . "erroneously") (:end . 218)\n (:start . 207) (:id . 82))\n ((:tag . "VBN") (:stem . "discard") (:form . "discarded") (:end . 228)\n (:start . 219) (:id . 83))\n ((:tag . "CC") (:stem . "and") (:form . 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(:end . 91) (:start . 90)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s13.131) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|TableLegend|)))@oe@9-2-2011 5504344@unknown@formal@none@1@S@Notice that the Accuracy values reported in Table 4 might be affected by the fact that the positive and negative datasets are unbalanced.@(((:tag . "NNP") (:stem . "Notice") (:form . "Notice") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 11) (:start . 7)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 15) (:start . 12)\n (:id . 44))\n ((:tag . "NN") (:stem . "accuracy") (:form . "Accuracy") (:end . 24)\n (:start . 16) (:id . 45))\n ((:tag . "NNS") (:stem . "value") (:form . "values") (:end . 31)\n (:start . 25) (:id . 46))\n ((:tag . "VBN") (:stem . "report") (:form . "reported") (:end . 40)\n (:start . 32) (:id . 47))\n ((:tag . "IN") (:stem . "in") (:form . 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(:end . 137) (:start . 136)\n (:id . 65)))@@@1@24@((:hcues ((:id . :x13.132.1) (:span 52 57)))\n (:hscopes ((:id . :x13.132.1) (:span 12 136)))\n (:identifiers (:sid . :s13.132) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504345@unknown@formal@none@1@S@The analysis of the ROC curves, of the cumulative distributions and of the filter performance in the three score bins suggests a more relevant role of the accessibility in discriminating true from false motifs than the secondary structure assignment.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "analysis") (:form . "analysis") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 15) (:start . 13)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 19) (:start . 16)\n (:id . 45))\n ((:tag . "NNP") (:stem . "ROC") (:form . 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(:end . 250) (:start . 249)\n (:id . 82)))@@@1@41@((:hcues ((:id . :x13.133.1) (:span 118 126)))\n (:hscopes ((:id . :x13.133.1) (:span 118 249)))\n (:identifiers (:sid . :s13.133) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504346@unknown@formal@none@1@S@This observation is biologically sound since, while a buried motif is unlikely to be a genuine functional site, an exposed motif lying e.g. on a helix can in any case possess an interaction ability.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "observation") (:form . "observation") (:end . 16)\n (:start . 5) (:id . 43))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 19) (:start . 17)\n (:id . 44))\n ((:tag . "RB") (:stem . "biologically") (:form . "biologically") (:end . 32)\n (:start . 20) (:id . 45))\n ((:tag . "JJ") (:stem . "sound") (:form . 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(:end . 198) (:start . 197)\n (:id . 78)))@@@1@37@((:hcues ((:id . :x13.134.1) (:span 151 154))\n ((:id . :x13.134.2) (:span 70 78)))\n (:hscopes ((:id . :x13.134.1) (:span 151 197))\n ((:id . :x13.134.2) (:span 52 110)))\n (:identifiers (:sid . :s13.134) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504347@unknown@formal@none@1@S@Finally, our results show that the combined score is slightly more effective than the accessibility score and markedly better than the secondary structure score.@(((:tag . "RB") (:stem . "finally") (:form . "Finally") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 12) (:start . 9)\n (:id . 44))\n ((:tag . "NNS") (:stem . "result") (:form . "results") (:end . 20)\n (:start . 13) (:id . 45))\n ((:tag . "VBP") (:stem . "show") (:form . 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"NN") (:stem . "accessibility") (:form . "accessibility")\n (:end . 99) (:start . 86) (:id . 57))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 105)\n (:start . 100) (:id . 58))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 109) (:start . 106)\n (:id . 59))\n ((:tag . "RB") (:stem . "markedly") (:form . "markedly") (:end . 118)\n (:start . 110) (:id . 60))\n ((:tag . "JJR") (:stem . "good") (:form . "better") (:end . 125)\n (:start . 119) (:id . 61))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 130) (:start . 126)\n (:id . 62))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 134) (:start . 131)\n (:id . 63))\n ((:tag . "JJ") (:stem . "secondary") (:form . "secondary") (:end . 144)\n (:start . 135) (:id . 64))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 154)\n (:start . 145) (:id . 65))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 160)\n (:start . 155) (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 161) (:start . 160)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s13.135) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504348@unknown@formal@none@1@S@The combined score Qand is implemented in both the Web Server and Web Service.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "combined") (:form . "combined") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 18) (:start . 13)\n (:id . 44))\n ((:tag . "NNP") (:stem . "Qand") (:form . "Qand") (:end . 23) (:start . 19)\n (:id . 45))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 26) (:start . 24)\n (:id . 46))\n ((:tag . "VBN") (:stem . "implement") (:form . "implemented") (:end . 38)\n (:start . 27) (:id . 47))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 41) (:start . 39)\n (:id . 48))\n ((:tag . "DT") (:stem . "both") (:form . "both") (:end . 46) (:start . 42)\n (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 50) (:start . 47)\n (:id . 50))\n ((:tag . "NNP") (:stem . "Web") (:form . "Web") (:end . 54) (:start . 51)\n (:id . 51))\n ((:tag . "NNP") (:stem . "Server") (:form . "Server") (:end . 61)\n (:start . 55) (:id . 52))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 65) (:start . 62)\n (:id . 53))\n ((:tag . "NNP") (:stem . "Web") (:form . "Web") (:end . 69) (:start . 66)\n (:id . 54))\n ((:tag . "NNP") (:stem . "Service") (:form . "Service") (:end . 77)\n (:start . 70) (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 78) (:start . 77)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s13.136) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504349@unknown@formal@none@1@S@Usage of the ELM structure filter@(((:tag . "NN") (:stem . "usage") (:form . "Usage") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 8) (:start . 6)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 12) (:start . 9)\n (:id . 44))\n ((:tag . "NNP") (:stem . "ELM") (:form . "ELM") (:end . 16) (:start . 13)\n (:id . 45))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 26)\n (:start . 17) (:id . 46))\n ((:tag . "NN") (:stem . "filter") (:form . "filter") (:end . 33)\n (:start . 27) (:id . 47)))@@@1@6@((:identifiers (:sid . :s13.137) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504350@unknown@formal@none@1@S@For practical purposes, the filter exploits available information on protein structures to answer the question "Is it worth testing this motif candidate experimentally?" rather than to categorically tell the users whether they have a real motif or not.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "practical") (:form . "practical") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "NNS") (:stem . "purpose") (:form . "purposes") (:end . 22)\n (:start . 14) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 23) (:start . 22)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 27) (:start . 24)\n (:id . 46))\n ((:tag . "NN") (:stem . "filter") (:form . "filter") (:end . 34)\n (:start . 28) (:id . 47))\n ((:tag . "VBZ") (:stem . "exploit") (:form . "exploits") (:end . 43)\n (:start . 35) (:id . 48))\n ((:tag . "JJ") (:stem . "available") (:form . "available") (:end . 53)\n (:start . 44) (:id . 49))\n ((:tag . "NN") (:stem . "information") (:form . "information") (:end . 65)\n (:start . 54) (:id . 50))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 68) (:start . 66)\n (:id . 51))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 76)\n (:start . 69) (:id . 52))\n ((:tag . "NNS") (:stem . "structure") (:form . "structures") (:end . 87)\n (:start . 77) (:id . 53))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 90) (:start . 88)\n (:id . 54))\n ((:tag . "VB") (:stem . "answer") (:form . "answer") (:end . 97)\n (:start . 91) (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 101) (:start . 98)\n (:id . 56))\n ((:tag . "NN") (:stem . "question") (:form . "question") (:end . 110)\n (:start . 102) (:id . 57))\n ((:tag . "``") (:stem . "``") (:form . "“") (:end . 112) (:start . 111)\n (:id . 58))\n ((:tag . "VBZ") (:stem . "be") (:form . "Is") (:end . 114) (:start . 112)\n (:id . 59))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 117) (:start . 115)\n (:id . 60))\n ((:tag . "JJ") (:stem . "worth") (:form . "worth") (:end . 123)\n (:start . 118) (:id . 61))\n ((:tag . "VBG") (:stem . "test") (:form . "testing") (:end . 131)\n (:start . 124) (:id . 62))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 136) (:start . 132)\n (:id . 63))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 142)\n (:start . 137) (:id . 64))\n ((:tag . "NN") (:stem . "candidate") (:form . "candidate") (:end . 152)\n (:start . 143) (:id . 65))\n ((:tag . "RB") (:stem . "experimentally") (:form . "experimentally")\n (:end . 167) (:start . 153) (:id . 66))\n ((:tag . ".") (:stem . "?") (:form . "?") (:end . 168) (:start . 167)\n (:id . 67))\n ((:tag . "''") (:stem . "''") (:form . "”") (:end . 169) (:start . 168)\n (:id . 68))\n ((:tag . "RB") (:stem . "rather") (:form . "rather") (:end . 176)\n (:start . 170) (:id . 69))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 181) (:start . 177)\n (:id . 70))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 184) (:start . 182)\n (:id . 71))\n ((:tag . "RB") (:stem . "categorically") (:form . "categorically")\n (:end . 198) (:start . 185) (:id . 72))\n ((:tag . "VB") (:stem . "tell") (:form . "tell") (:end . 203) (:start . 199)\n (:id . 73))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 207) (:start . 204)\n (:id . 74))\n ((:tag . "NNS") (:stem . "user") (:form . "users") (:end . 213)\n (:start . 208) (:id . 75))\n ((:tag . "IN") (:stem . "whether") (:form . "whether") (:end . 221)\n (:start . 214) (:id . 76))\n ((:tag . "PRP") (:stem . "they") (:form . "they") (:end . 226) (:start . 222)\n (:id . 77))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 231) (:start . 227)\n (:id . 78))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 233) (:start . 232)\n (:id . 79))\n ((:tag . "JJ") (:stem . "real") (:form . "real") (:end . 238) (:start . 234)\n (:id . 80))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 244)\n (:start . 239) (:id . 81))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 247) (:start . 245)\n (:id . 82))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 251) (:start . 248)\n (:id . 83))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 252) (:start . 251)\n (:id . 84)))@@@1@43@((:hcues ((:id . :x13.138.1) (:span 245 247)))\n (:hscopes ((:id . :x13.138.1) (:span 232 251)))\n (:identifiers (:sid . :s13.138) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504351@unknown@formal@none@1@S@In deciding if a prediction is a good experimental candidate, the user should give more weight to accessibility score than to secondary structure score since a buried motif is unlikely to carry a function, whereas an exposed motif may function properly even if it is part of a beta strand or belongs to a helix (see examples in the benchmarking dataset, additional file 6 (Table S1).@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBG") (:stem . "decide") (:form . "deciding") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . "IN") (:stem . "if") (:form . "if") (:end . 14) (:start . 12)\n (:id . 44))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 16) (:start . 15)\n (:id . 45))\n ((:tag . "NN") (:stem . "prediction") (:form . "prediction") (:end . 27)\n (:start . 17) (:id . 46))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 30) (:start . 28)\n (:id . 47))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 32) (:start . 31)\n (:id . 48))\n ((:tag . "JJ") (:stem . "good") (:form . "good") (:end . 37) (:start . 33)\n (:id . 49))\n ((:tag . "JJ") (:stem . "experimental") (:form . "experimental") (:end . 50)\n (:start . 38) (:id . 50))\n ((:tag . "NN") (:stem . "candidate") (:form . "candidate") (:end . 60)\n (:start . 51) (:id . 51))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 61) (:start . 60)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 65) (:start . 62)\n (:id . 53))\n ((:tag . "NN") (:stem . "user") (:form . "user") (:end . 70) (:start . 66)\n (:id . 54))\n ((:tag . "MD") (:stem . "should") (:form . "should") (:end . 77)\n (:start . 71) (:id . 55))\n ((:tag . "VB") (:stem . "give") (:form . "give") (:end . 82) (:start . 78)\n (:id . 56))\n ((:tag . "JJR") (:stem . "more") (:form . "more") (:end . 87) (:start . 83)\n (:id . 57))\n ((:tag . "NN") (:stem . "weight") (:form . "weight") (:end . 94)\n (:start . 88) (:id . 58))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 97) (:start . 95)\n (:id . 59))\n ((:tag . "NN") (:stem . "accessibility") (:form . "accessibility")\n (:end . 111) (:start . 98) (:id . 60))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 117)\n (:start . 112) (:id . 61))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 122) (:start . 118)\n (:id . 62))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 125) (:start . 123)\n (:id . 63))\n ((:tag . "JJ") (:stem . "secondary") (:form . "secondary") (:end . 135)\n (:start . 126) (:id . 64))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 145)\n (:start . 136) (:id . 65))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 151)\n (:start . 146) (:id . 66))\n ((:tag . "IN") (:stem . "since") (:form . "since") (:end . 157)\n (:start . 152) (:id . 67))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 159) (:start . 158)\n (:id . 68))\n ((:tag . "VBN") (:stem . "bury") (:form . "buried") (:end . 166)\n (:start . 160) (:id . 69))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 172)\n (:start . 167) (:id . 70))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 175) (:start . 173)\n (:id . 71))\n ((:tag . "JJ") (:stem . "unlikely") (:form . "unlikely") (:end . 184)\n (:start . 176) (:id . 72))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 187) (:start . 185)\n (:id . 73))\n ((:tag . "VB") (:stem . "carry") (:form . "carry") (:end . 193)\n (:start . 188) (:id . 74))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 195) (:start . 194)\n (:id . 75))\n ((:tag . "NN") (:stem . "function") (:form . "function") (:end . 204)\n (:start . 196) (:id . 76))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 205) (:start . 204)\n (:id . 77))\n ((:tag . "IN") (:stem . "whereas") (:form . "whereas") (:end . 213)\n (:start . 206) (:id . 78))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 216) (:start . 214)\n (:id . 79))\n ((:tag . "VBN") (:stem . "expose") (:form . "exposed") (:end . 224)\n (:start . 217) (:id . 80))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 230)\n (:start . 225) (:id . 81))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 234) (:start . 231)\n (:id . 82))\n ((:tag . "VB") (:stem . "function") (:form . "function") (:end . 243)\n (:start . 235) (:id . 83))\n ((:tag . "RB") (:stem . "properly") (:form . "properly") (:end . 252)\n (:start . 244) (:id . 84))\n ((:tag . "RB") (:stem . "even") (:form . "even") (:end . 257) (:start . 253)\n (:id . 85))\n ((:tag . "IN") (:stem . "if") (:form . "if") (:end . 260) (:start . 258)\n (:id . 86))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 263) (:start . 261)\n (:id . 87))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 266) (:start . 264)\n (:id . 88))\n ((:tag . "NN") (:stem . "part") (:form . "part") (:end . 271) (:start . 267)\n (:id . 89))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 274) (:start . 272)\n (:id . 90))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 276) (:start . 275)\n (:id . 91))\n ((:tag . "NN") (:stem . "beta") (:form . "beta") (:end . 281) (:start . 277)\n (:id . 92))\n ((:tag . "NN") (:stem . "strand") (:form . "strand") (:end . 288)\n (:start . 282) (:id . 93))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 291) (:start . 289)\n (:id . 94))\n ((:tag . "VBZ") (:stem . "belong") (:form . "belongs") (:end . 299)\n (:start . 292) (:id . 95))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 302) (:start . 300)\n (:id . 96))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 304) (:start . 303)\n (:id . 97))\n ((:tag . "NN") (:stem . "helix") (:form . "helix") (:end . 310)\n (:start . 305) (:id . 98))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 312) (:start . 311)\n (:id . 99))\n ((:tag . "VB") (:stem . "see") (:form . "see") (:end . 315) (:start . 312)\n (:id . 100))\n ((:tag . "NNS") (:stem . "example") (:form . "examples") (:end . 324)\n (:start . 316) (:id . 101))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 327) (:start . 325)\n (:id . 102))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 331) (:start . 328)\n (:id . 103))\n ((:tag . "VBG") (:stem . "benchmarke") (:form . "benchmarking") (:end . 344)\n (:start . 332) (:id . 104))\n ((:tag . "NN") (:stem . "dataset") (:form . "dataset") (:end . 352)\n (:start . 345) (:id . 105))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 353) (:start . 352)\n (:id . 106))\n ((:tag . "JJ") (:stem . "additional") (:form . "additional") (:end . 364)\n (:start . 354) (:id . 107))\n ((:tag . "NN") (:stem . "file") (:form . "file") (:end . 369) (:start . 365)\n (:id . 108))\n ((:tag . "CD") (:stem . "6") (:form . "6") (:end . 371) (:start . 370)\n (:id . 109))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 373) (:start . 372)\n (:id . 110))\n ((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 378)\n (:start . 373) (:id . 111))\n ((:tag . "NNP") (:stem . "S1") (:form . "S1") (:end . 381) (:start . 379)\n (:id . 112))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 382) (:start . 381)\n (:id . 113))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 383) (:start . 382)\n (:id . 114)))@@@1@73@((:hcues ((:id . :x13.139.1) (:span 231 234))\n ((:id . :x13.139.2) (:span 176 184)) ((:id . :x13.139.3) (:span 12 14)))\n (:hscopes ((:id . :x13.139.1) (:span 231 310))\n ((:id . :x13.139.2) (:span 158 204)) ((:id . :x13.139.3) (:span 12 60)))\n (:identifiers (:sid . :s13.139) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504352@unknown@formal@none@1@S@The main exception to well buried candidates being nonfunctional concerns allosteric rearrangements [44].@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "main") (:form . "main") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "exception") (:form . "exception") (:end . 18)\n (:start . 9) (:id . 44))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 21) (:start . 19)\n (:id . 45))\n ((:tag . "RB") (:stem . "well") (:form . "well") (:end . 26) (:start . 22)\n (:id . 46))\n ((:tag . "JJ") (:stem . "buried") (:form . "buried") (:end . 33)\n (:start . 27) (:id . 47))\n ((:tag . "NNS") (:stem . "candidate") (:form . "candidates") (:end . 44)\n (:start . 34) (:id . 48))\n ((:tag . "VBG") (:stem . "be") (:form . "being") (:end . 50) (:start . 45)\n (:id . 49))\n ((:tag . "JJ") (:stem . "nonfunctional") (:form . "nonfunctional")\n (:end . 64) (:start . 51) (:id . 50))\n ((:tag . "NNS") (:stem . "concern") (:form . "concerns") (:end . 73)\n (:start . 65) (:id . 51))\n ((:tag . "JJ") (:stem . "allosteric") (:form . "allosteric") (:end . 84)\n (:start . 74) (:id . 52))\n ((:tag . "NNS") (:stem . "rearrangement") (:form . "rearrangements")\n (:end . 99) (:start . 85) (:id . 53))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 101) (:start . 100)\n (:id . 54))\n ((:tag . "CD") (:stem . "44") (:form . "44") (:end . 103) (:start . 101)\n (:id . 55))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 104) (:start . 103)\n (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 105) (:start . 104)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s13.140) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504353@unknown@formal@none@1@S@If the motif is in the core of a well-known domain like SH3 or a TIM barrel, a review of the accumulated structural knowledge will allow the user to conclude that the chance of valid function is negligible.@(((:tag . "IN") (:stem . "if") (:form . "If") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 12) (:start . 7)\n (:id . 44))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 15) (:start . 13)\n (:id . 45))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 18) (:start . 16)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 22) (:start . 19)\n (:id . 47))\n ((:tag . "NN") (:stem . "core") (:form . "core") (:end . 27) (:start . 23)\n (:id . 48))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 30) (:start . 28)\n (:id . 49))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 32) (:start . 31)\n (:id . 50))\n ((:tag . "JJ") (:stem . "well-known") (:form . "well-known") (:end . 43)\n (:start . 33) (:id . 51))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 50)\n (:start . 44) (:id . 52))\n ((:tag . "IN") (:stem . "like") (:form . "like") (:end . 55) (:start . 51)\n (:id . 53))\n ((:tag . "NNP") (:stem . "SH3") (:form . "SH3") (:end . 59) (:start . 56)\n (:id . 54))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 62) (:start . 60)\n (:id . 55))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 64) (:start . 63)\n (:id . 56))\n ((:tag . "NNP") (:stem . "TIM") (:form . "TIM") (:end . 68) (:start . 65)\n (:id . 57))\n ((:tag . "NN") (:stem . "barrel") (:form . "barrel") (:end . 75)\n (:start . 69) (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 76) (:start . 75)\n (:id . 59))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 78) (:start . 77)\n (:id . 60))\n ((:tag . "NN") (:stem . "review") (:form . "review") (:end . 85)\n (:start . 79) (:id . 61))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 88) (:start . 86)\n (:id . 62))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 92) (:start . 89)\n (:id . 63))\n ((:tag . "VBN") (:stem . "accumulate") (:form . "accumulated") (:end . 104)\n (:start . 93) (:id . 64))\n ((:tag . "JJ") (:stem . "structural") (:form . "structural") (:end . 115)\n (:start . 105) (:id . 65))\n ((:tag . "NN") (:stem . "knowledge") (:form . "knowledge") (:end . 125)\n (:start . 116) (:id . 66))\n ((:tag . "MD") (:stem . "will") (:form . "will") (:end . 130) (:start . 126)\n (:id . 67))\n ((:tag . "VB") (:stem . "allow") (:form . "allow") (:end . 136)\n (:start . 131) (:id . 68))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 140) (:start . 137)\n (:id . 69))\n ((:tag . "NN") (:stem . "user") (:form . "user") (:end . 145) (:start . 141)\n (:id . 70))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 148) (:start . 146)\n (:id . 71))\n ((:tag . "VB") (:stem . "conclude") (:form . "conclude") (:end . 157)\n (:start . 149) (:id . 72))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 162) (:start . 158)\n (:id . 73))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 166) (:start . 163)\n (:id . 74))\n ((:tag . "NN") (:stem . "chance") (:form . "chance") (:end . 173)\n (:start . 167) (:id . 75))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 176) (:start . 174)\n (:id . 76))\n ((:tag . "JJ") (:stem . "valid") (:form . "valid") (:end . 182)\n (:start . 177) (:id . 77))\n ((:tag . "NN") (:stem . "function") (:form . "function") (:end . 191)\n (:start . 183) (:id . 78))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 194) (:start . 192)\n (:id . 79))\n ((:tag . "JJ") (:stem . "negligible") (:form . "negligible") (:end . 205)\n (:start . 195) (:id . 80))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 206) (:start . 205)\n (:id . 81)))@@@1@40@((:identifiers (:sid . :s13.141) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504354@unknown@formal@none@1@S@If there is evidence of allostery, however, depending on which parts of the structure are flexible, this might support or invalidate the motif.@(((:tag . "IN") (:stem . "if") (:form . "If") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "EX") (:stem . "there") (:form . "there") (:end . 8) (:start . 3)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "NN") (:stem . "evidence") (:form . "evidence") (:end . 20)\n (:start . 12) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 23) (:start . 21)\n (:id . 46))\n ((:tag . "NN") (:stem . "allostery") (:form . "allostery") (:end . 33)\n (:start . 24) (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 34) (:start . 33)\n (:id . 48))\n ((:tag . "RB") (:stem . "however") (:form . "however") (:end . 42)\n (:start . 35) (:id . 49))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 43) (:start . 42)\n (:id . 50))\n ((:tag . "VBG") (:stem . "depend") (:form . "depending") (:end . 53)\n (:start . 44) (:id . 51))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 56) (:start . 54)\n (:id . 52))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 62) (:start . 57)\n (:id . 53))\n ((:tag . "NNS") (:stem . "part") (:form . "parts") (:end . 68) (:start . 63)\n (:id . 54))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 71) (:start . 69)\n (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 75) (:start . 72)\n (:id . 56))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 85)\n (:start . 76) (:id . 57))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 89) (:start . 86)\n (:id . 58))\n ((:tag . "JJ") (:stem . "flexible") (:form . "flexible") (:end . 98)\n (:start . 90) (:id . 59))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 99) (:start . 98)\n (:id . 60))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 104) (:start . 100)\n (:id . 61))\n ((:tag . "MD") (:stem . "might") (:form . "might") (:end . 110)\n (:start . 105) (:id . 62))\n ((:tag . "VB") (:stem . "support") (:form . "support") (:end . 118)\n (:start . 111) (:id . 63))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 121) (:start . 119)\n (:id . 64))\n ((:tag . "VB") (:stem . "invalidate") (:form . "invalidate") (:end . 132)\n (:start . 122) (:id . 65))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 136) (:start . 133)\n (:id . 66))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 142)\n (:start . 137) (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 143) (:start . 142)\n (:id . 68)))@@@1@27@((:hcues ((:id . :x13.142.1) (:span 119 121))\n ((:id . :x13.142.2) (:span 105 110)))\n (:hscopes ((:id . :x13.142.1) (:span 111 132))\n ((:id . :x13.142.2) (:span 105 142)))\n (:identifiers (:sid . :s13.142) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504355@unknown@formal@none@1@S@If nothing is known, then it should be kept in mind that most parts of most globular domains do not undergo major rearrangements, hence candidates from the sparse bin should not be eyed with hope.@(((:tag . "IN") (:stem . "if") (:form . "If") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "nothing") (:form . "nothing") (:end . 10)\n (:start . 3) (:id . 43))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 13) (:start . 11)\n (:id . 44))\n ((:tag . "VBN") (:stem . "know") (:form . "known") (:end . 19) (:start . 14)\n (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 20) (:start . 19)\n (:id . 46))\n ((:tag . "RB") (:stem . "then") (:form . "then") (:end . 25) (:start . 21)\n (:id . 47))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 28) (:start . 26)\n (:id . 48))\n ((:tag . "MD") (:stem . "should") (:form . "should") (:end . 35)\n (:start . 29) (:id . 49))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 38) (:start . 36)\n (:id . 50))\n ((:tag . "VBN") (:stem . "keep") (:form . "kept") (:end . 43) (:start . 39)\n (:id . 51))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 46) (:start . 44)\n (:id . 52))\n ((:tag . "NN") (:stem . "mind") (:form . "mind") (:end . 51) (:start . 47)\n (:id . 53))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 56) (:start . 52)\n (:id . 54))\n ((:tag . "JJS") (:stem . "most") (:form . "most") (:end . 61) (:start . 57)\n (:id . 55))\n ((:tag . "NNS") (:stem . "part") (:form . "parts") (:end . 67) (:start . 62)\n (:id . 56))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 70) (:start . 68)\n (:id . 57))\n ((:tag . "JJS") (:stem . "most") (:form . "most") (:end . 75) (:start . 71)\n (:id . 58))\n ((:tag . "JJ") (:stem . "globular") (:form . "globular") (:end . 84)\n (:start . 76) (:id . 59))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 92)\n (:start . 85) (:id . 60))\n ((:tag . "VBP") (:stem . "do") (:form . "do") (:end . 95) (:start . 93)\n (:id . 61))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 99) (:start . 96)\n (:id . 62))\n ((:tag . "VB") (:stem . "undergo") (:form . "undergo") (:end . 107)\n (:start . 100) (:id . 63))\n ((:tag . "JJ") (:stem . "major") (:form . "major") (:end . 113)\n (:start . 108) (:id . 64))\n ((:tag . "NNS") (:stem . "rearrangement") (:form . "rearrangements")\n (:end . 128) (:start . 114) (:id . 65))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 129) (:start . 128)\n (:id . 66))\n ((:tag . "RB") (:stem . "hence") (:form . "hence") (:end . 135)\n (:start . 130) (:id . 67))\n ((:tag . "NNS") (:stem . "candidate") (:form . "candidates") (:end . 146)\n (:start . 136) (:id . 68))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 151) (:start . 147)\n (:id . 69))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 155) (:start . 152)\n (:id . 70))\n ((:tag . "JJ") (:stem . "sparse") (:form . "sparse") (:end . 162)\n (:start . 156) (:id . 71))\n ((:tag . "NN") (:stem . "bin") (:form . "bin") (:end . 166) (:start . 163)\n (:id . 72))\n ((:tag . "MD") (:stem . "should") (:form . "should") (:end . 173)\n (:start . 167) (:id . 73))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 177) (:start . 174)\n (:id . 74))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 180) (:start . 178)\n (:id . 75))\n ((:tag . "VBN") (:stem . "eye") (:form . "eyed") (:end . 185) (:start . 181)\n (:id . 76))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 190) (:start . 186)\n (:id . 77))\n ((:tag . "NN") (:stem . "hope") (:form . "hope") (:end . 195) (:start . 191)\n (:id . 78))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 196) (:start . 195)\n (:id . 79)))@@@1@38@((:hcues ((:id . :x13.143.1) (:span 167 173)))\n (:hscopes ((:id . :x13.143.1) (:span 136 195)))\n (:identifiers (:sid . :s13.143) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504356@unknown@formal@none@1@S@The user should also consider overall context in assessing the structure filter results.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "user") (:form . "user") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "MD") (:stem . "should") (:form . "should") (:end . 15) (:start . 9)\n (:id . 44))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 20) (:start . 16)\n (:id . 45))\n ((:tag . "VB") (:stem . "consider") (:form . "consider") (:end . 29)\n (:start . 21) (:id . 46))\n ((:tag . "JJ") (:stem . "overall") (:form . "overall") (:end . 37)\n (:start . 30) (:id . 47))\n ((:tag . "NN") (:stem . "context") (:form . "context") (:end . 45)\n (:start . 38) (:id . 48))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 48) (:start . 46)\n (:id . 49))\n ((:tag . "VBG") (:stem . "assess") (:form . "assessing") (:end . 58)\n (:start . 49) (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 62) (:start . 59)\n (:id . 51))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 72)\n (:start . 63) (:id . 52))\n ((:tag . "NN") (:stem . "filter") (:form . "filter") (:end . 79)\n (:start . 73) (:id . 53))\n ((:tag . "NNS") (:stem . "result") (:form . "results") (:end . 87)\n (:start . 80) (:id . 54))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 88) (:start . 87)\n (:id . 55)))@@@1@14@((:identifiers (:sid . :s13.144) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504357@unknown@formal@none@1@S@Is the cell compartment correct: An exposed RGD motif with a significant p-value in an extracellular protein is a very good integrin-binding candidate: one in a nuclear protein is worthless.@(((:tag . "VBZ") (:stem . "be") (:form . "Is") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "cell") (:form . "cell") (:end . 11) (:start . 7)\n (:id . 44))\n ((:tag . "NN") (:stem . "compartment") (:form . "compartment") (:end . 23)\n (:start . 12) (:id . 45))\n ((:tag . "VBP") (:stem . "correct") (:form . "correct") (:end . 31)\n (:start . 24) (:id . 46))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 32) (:start . 31)\n (:id . 47))\n ((:tag . "DT") (:stem . "an") (:form . "An") (:end . 35) (:start . 33)\n (:id . 48))\n ((:tag . "VBN") (:stem . "expose") (:form . "exposed") (:end . 43)\n (:start . 36) (:id . 49))\n ((:tag . "NN") (:stem . "rgd") (:form . "RGD") (:end . 47) (:start . 44)\n (:id . 50))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 53) (:start . 48)\n (:id . 51))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 58) (:start . 54)\n (:id . 52))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 60) (:start . 59)\n (:id . 53))\n ((:tag . "JJ") (:stem . "significant") (:form . "significant") (:end . 72)\n (:start . 61) (:id . 54))\n ((:tag . "NN") (:stem . "p-value") (:form . "p-value") (:end . 80)\n (:start . 73) (:id . 55))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 83) (:start . 81)\n (:id . 56))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 86) (:start . 84)\n (:id . 57))\n ((:tag . "JJ") (:stem . "extracellular") (:form . "extracellular")\n (:end . 100) (:start . 87) (:id . 58))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 108)\n (:start . 101) (:id . 59))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 111) (:start . 109)\n (:id . 60))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 113) (:start . 112)\n (:id . 61))\n ((:tag . "RB") (:stem . "very") (:form . "very") (:end . 118) (:start . 114)\n (:id . 62))\n ((:tag . "JJ") (:stem . "good") (:form . "good") (:end . 123) (:start . 119)\n (:id . 63))\n ((:tag . "JJ") (:stem . "integrin-binding") (:form . "integrin-binding")\n (:end . 140) (:start . 124) (:id . 64))\n ((:tag . "NN") (:stem . "candidate") (:form . "candidate") (:end . 150)\n (:start . 141) (:id . 65))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 151) (:start . 150)\n (:id . 66))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 155) (:start . 152)\n (:id . 67))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 158) (:start . 156)\n (:id . 68))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 160) (:start . 159)\n (:id . 69))\n ((:tag . "JJ") (:stem . "nuclear") (:form . "nuclear") (:end . 168)\n (:start . 161) (:id . 70))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 176)\n (:start . 169) (:id . 71))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 179) (:start . 177)\n (:id . 72))\n ((:tag . "JJ") (:stem . "worthless") (:form . "worthless") (:end . 189)\n (:start . 180) (:id . 73))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 190) (:start . 189)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s13.145) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504358@unknown@formal@none@1@S@Is the motif conserved, at least within a phylogenetic lineage such as mammals, tetrapods or vertebrates: the motif should be conserved in such groups if it is functional in a regulatory system common to related organisms.@(((:tag . "VBZ") (:stem . "be") (:form . "Is") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 12) (:start . 7)\n (:id . 44))\n ((:tag . "VBN") (:stem . "conserve") (:form . "conserved") (:end . 22)\n (:start . 13) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 23) (:start . 22)\n (:id . 46))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 26) (:start . 24)\n (:id . 47))\n ((:tag . "JJS") (:stem . "least") (:form . "least") (:end . 32) (:start . 27)\n (:id . 48))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 39)\n (:start . 33) (:id . 49))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 41) (:start . 40)\n (:id . 50))\n ((:tag . "JJ") (:stem . "phylogenetic") (:form . "phylogenetic") (:end . 54)\n (:start . 42) (:id . 51))\n ((:tag . "NN") (:stem . "lineage") (:form . "lineage") (:end . 62)\n (:start . 55) (:id . 52))\n ((:tag . "JJ") (:stem . "such") (:form . "such") (:end . 67) (:start . 63)\n (:id . 53))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 70) (:start . 68)\n (:id . 54))\n ((:tag . "NNS") (:stem . "mammal") (:form . "mammals") (:end . 78)\n (:start . 71) (:id . 55))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 79) (:start . 78)\n (:id . 56))\n ((:tag . "NNS") (:stem . "tetrapod") (:form . "tetrapods") (:end . 89)\n (:start . 80) (:id . 57))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 92) (:start . 90)\n (:id . 58))\n ((:tag . "NNS") (:stem . "vertebrate") (:form . "vertebrates") (:end . 104)\n (:start . 93) (:id . 59))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 105) (:start . 104)\n (:id . 60))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 109) (:start . 106)\n (:id . 61))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 115)\n (:start . 110) (:id . 62))\n ((:tag . "MD") (:stem . "should") (:form . "should") (:end . 122)\n (:start . 116) (:id . 63))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 125) (:start . 123)\n (:id . 64))\n ((:tag . "VBN") (:stem . "conserve") (:form . "conserved") (:end . 135)\n (:start . 126) (:id . 65))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 138) (:start . 136)\n (:id . 66))\n ((:tag . "JJ") (:stem . "such") (:form . "such") (:end . 143) (:start . 139)\n (:id . 67))\n ((:tag . "NNS") (:stem . "group") (:form . "groups") (:end . 150)\n (:start . 144) (:id . 68))\n ((:tag . "IN") (:stem . "if") (:form . "if") (:end . 153) (:start . 151)\n (:id . 69))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 156) (:start . 154)\n (:id . 70))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 159) (:start . 157)\n (:id . 71))\n ((:tag . "JJ") (:stem . "functional") (:form . "functional") (:end . 170)\n (:start . 160) (:id . 72))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 173) (:start . 171)\n (:id . 73))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 175) (:start . 174)\n (:id . 74))\n ((:tag . "JJ") (:stem . "regulatory") (:form . "regulatory") (:end . 186)\n (:start . 176) (:id . 75))\n ((:tag . "NN") (:stem . "system") (:form . "system") (:end . 193)\n (:start . 187) (:id . 76))\n ((:tag . "JJ") (:stem . "common") (:form . "common") (:end . 200)\n (:start . 194) (:id . 77))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 203) (:start . 201)\n (:id . 78))\n ((:tag . "VBN") (:stem . "relate") (:form . "related") (:end . 211)\n (:start . 204) (:id . 79))\n ((:tag . "NNS") (:stem . "organism") (:form . "organisms") (:end . 221)\n (:start . 212) (:id . 80))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 222) (:start . 221)\n (:id . 81)))@@@1@40@((:hcues ((:id . :x13.146.1) (:span 116 122)))\n (:hscopes ((:id . :x13.146.1) (:span 106 221)))\n (:identifiers (:sid . :s13.146) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504359@unknown@formal@none@1@S@Is the biological context sensible: Is the query protein in some way functionally associated with the ligand protein; Are they in the same regulatory pathway; Are they in the same protein complex?@(((:tag . "VBZ") (:stem . "be") (:form . "Is") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "JJ") (:stem . "biological") (:form . "biological") (:end . 17)\n (:start . 7) (:id . 44))\n ((:tag . "NN") (:stem . "context") (:form . "context") (:end . 25)\n (:start . 18) (:id . 45))\n ((:tag . "NN") (:stem . "sensible") (:form . "sensible") (:end . 34)\n (:start . 26) (:id . 46))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 35) (:start . 34)\n (:id . 47))\n ((:tag . "VBZ") (:stem . "be") (:form . "Is") (:end . 38) (:start . 36)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 42) (:start . 39)\n (:id . 49))\n ((:tag . "NN") (:stem . "query") (:form . "query") (:end . 48) (:start . 43)\n (:id . 50))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 56)\n (:start . 49) (:id . 51))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 59) (:start . 57)\n (:id . 52))\n ((:tag . "DT") (:stem . "some") (:form . "some") (:end . 64) (:start . 60)\n (:id . 53))\n ((:tag . "NN") (:stem . "way") (:form . "way") (:end . 68) (:start . 65)\n (:id . 54))\n ((:tag . "RB") (:stem . "functionally") (:form . "functionally") (:end . 81)\n (:start . 69) (:id . 55))\n ((:tag . "VBN") (:stem . "associate") (:form . "associated") (:end . 92)\n (:start . 82) (:id . 56))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 97) (:start . 93)\n (:id . 57))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 101) (:start . 98)\n (:id . 58))\n ((:tag . "NN") (:stem . "ligand") (:form . "ligand") (:end . 108)\n (:start . 102) (:id . 59))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 116)\n (:start . 109) (:id . 60))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 117) (:start . 116)\n (:id . 61))\n ((:tag . "VBP") (:stem . "be") (:form . "Are") (:end . 121) (:start . 118)\n (:id . 62))\n ((:tag . "PRP") (:stem . "they") (:form . "they") (:end . 126) (:start . 122)\n (:id . 63))\n ((:tag . "IN") (:stem . "in") (:form . 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"of") (:end . 144) (:start . 142)\n (:id . 65))\n ((:tag . "NN") (:stem . "molecule") (:form . "molecule") (:end . 153)\n (:start . 145) (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 154) (:start . 153)\n (:id . 67)))@@@1@26@((:hcues ((:id . :x13.150.1) (:span 16 19)))\n (:hscopes ((:id . :x13.150.1) (:span 16 153)))\n (:identifiers (:sid . :s13.150) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504363@unknown@formal@none@1@S@LMs may be bound to their ligands or in an unliganded state.@(((:tag . "NNP") (:stem . "LM") (:form . "LMs") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 10) (:start . 8)\n (:id . 44))\n ((:tag . "VBN") (:stem . "bind") (:form . "bound") (:end . 16) (:start . 11)\n (:id . 45))\n ((:tag . "TO") (:stem . "to") (:form . 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(:end . 60) (:start . 59)\n (:id . 54)))@@@1@13@((:hcues ((:id . :x13.151.1) (:span 34 36)) ((:id . :x13.151.2) (:span 4 7)))\n (:hscopes ((:id . :x13.151.1) (:span 11 59))\n ((:id . :x13.151.2) (:span 0 59)))\n (:identifiers (:sid . :s13.151) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504364@unknown@formal@none@1@S@Figure 1a shows the Sumo-Interacting Motif (SIM) of TDG bound to SUMO-3 by beta augmentation but also well packed into the main TDG domain.@(((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "1a") (:form . "1a") (:end . 9) (:start . 7)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "show") (:form . "shows") (:end . 15) (:start . 10)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 19) (:start . 16)\n (:id . 45))\n ((:tag . "JJ") (:stem . "sumo-interacting") (:form . 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"domain") (:end . 138)\n (:start . 132) (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 139) (:start . 138)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s13.152) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504365@unknown@formal@none@1@S@Clearly we need to measure accessibility of the SIM in the absence of the SUMO protein.@(((:tag . "RB") (:stem . "clearly") (:form . "Clearly") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 10) (:start . 8)\n (:id . 43))\n ((:tag . "VBP") (:stem . "need") (:form . "need") (:end . 15) (:start . 11)\n (:id . 44))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 18) (:start . 16)\n (:id . 45))\n ((:tag . "VB") (:stem . "measure") (:form . "measure") (:end . 26)\n (:start . 19) (:id . 46))\n ((:tag . "NN") (:stem . "accessibility") (:form . "accessibility")\n (:end . 40) (:start . 27) (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 43) (:start . 41)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 47) (:start . 44)\n (:id . 49))\n ((:tag . "NNP") (:stem . "SIM") (:form . "SIM") (:end . 51) (:start . 48)\n (:id . 50))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 54) (:start . 52)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 58) (:start . 55)\n (:id . 52))\n ((:tag . "NN") (:stem . "absence") (:form . "absence") (:end . 66)\n (:start . 59) (:id . 53))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 69) (:start . 67)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 73) (:start . 70)\n (:id . 55))\n ((:tag . "NNP") (:stem . "SUMO") (:form . "SUMO") (:end . 78) (:start . 74)\n (:id . 56))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 86)\n (:start . 79) (:id . 57))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 87) (:start . 86)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s13.153) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504366@unknown@formal@none@1@S@The open (active) and closed (inactive) conformations of the Src kinase are dependent on the phosphorylation states of several tyrosines.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "open") (:form . "open") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 10) (:start . 9)\n (:id . 44))\n ((:tag . "JJ") (:stem . "active") (:form . "active") (:end . 16)\n (:start . 10) (:id . 45))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 17) (:start . 16)\n (:id . 46))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 21) (:start . 18)\n (:id . 47))\n ((:tag . "VBN") (:stem . "close") (:form . "closed") (:end . 28)\n (:start . 22) (:id . 48))\n ((:tag . 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(:end . 137) (:start . 136)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s13.154) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504367@unknown@formal@none@1@S@In particular, the closed conformation is specified by an interaction between the Src SH2 domain and the C-terminal pTyr-527 and an interaction between the Src SH3 domain with a peptide linking the SH2 and kinase domains.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "particular") (:form . "particular") (:end . 13)\n (:start . 3) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 14) (:start . 13)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 18) (:start . 15)\n (:id . 45))\n ((:tag . "JJ") (:stem . "closed") (:form . "closed") (:end . 25)\n (:start . 19) (:id . 46))\n ((:tag . "NN") (:stem . "conformation") (:form . "conformation") (:end . 38)\n (:start . 26) (:id . 47))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 41) (:start . 39)\n (:id . 48))\n ((:tag . "VBN") (:stem . "specify") (:form . "specified") (:end . 51)\n (:start . 42) (:id . 49))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 54) (:start . 52)\n (:id . 50))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 57) (:start . 55)\n (:id . 51))\n ((:tag . "NN") (:stem . "interaction") (:form . "interaction") (:end . 69)\n (:start . 58) (:id . 52))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 77)\n (:start . 70) (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 81) (:start . 78)\n (:id . 54))\n ((:tag . "NNP") (:stem . "Src") (:form . "Src") (:end . 85) (:start . 82)\n (:id . 55))\n ((:tag . "NN") (:stem . "sh2") (:form . "SH2") (:end . 89) (:start . 86)\n (:id . 56))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 96)\n (:start . 90) (:id . 57))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 100) (:start . 97)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 104) (:start . 101)\n (:id . 59))\n ((:tag . "JJ") (:stem . "c-terminal") (:form . "C-terminal") (:end . 115)\n (:start . 105) (:id . 60))\n ((:tag . "NN") (:stem . "ptyr-527") (:form . "pTyr-527") (:end . 124)\n (:start . 116) (:id . 61))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 128) (:start . 125)\n (:id . 62))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 131) (:start . 129)\n (:id . 63))\n ((:tag . "NN") (:stem . "interaction") (:form . "interaction") (:end . 143)\n (:start . 132) (:id . 64))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 151)\n (:start . 144) (:id . 65))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 155) (:start . 152)\n (:id . 66))\n ((:tag . "NNP") (:stem . "Src") (:form . "Src") (:end . 159) (:start . 156)\n (:id . 67))\n ((:tag . "NN") (:stem . "sh3") (:form . "SH3") (:end . 163) (:start . 160)\n (:id . 68))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 170)\n (:start . 164) (:id . 69))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 175) (:start . 171)\n (:id . 70))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 177) (:start . 176)\n (:id . 71))\n ((:tag . "NN") (:stem . "peptide") (:form . "peptide") (:end . 185)\n (:start . 178) (:id . 72))\n ((:tag . "VBG") (:stem . "link") (:form . "linking") (:end . 193)\n (:start . 186) (:id . 73))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 197) (:start . 194)\n (:id . 74))\n ((:tag . "NN") (:stem . "sh2") (:form . "SH2") (:end . 201) (:start . 198)\n (:id . 75))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 205) (:start . 202)\n (:id . 76))\n ((:tag . "NNP") (:stem . "kinase") (:form . "kinase") (:end . 212)\n (:start . 206) (:id . 77))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 220)\n (:start . 213) (:id . 78))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 221) (:start . 220)\n (:id . 79)))@@@1@38@((:identifiers (:sid . :s13.155) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504368@unknown@formal@none@1@S@Figure 1b shows the closed conformation with these elements highlighted.@(((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "1b") (:form . "1b") (:end . 9) (:start . 7)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "show") (:form . "shows") (:end . 15) (:start . 10)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 19) (:start . 16)\n (:id . 45))\n ((:tag . "JJ") (:stem . "closed") (:form . "closed") (:end . 26)\n (:start . 20) (:id . 46))\n ((:tag . "NN") (:stem . "conformation") (:form . "conformation") (:end . 39)\n (:start . 27) (:id . 47))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 44) (:start . 40)\n (:id . 48))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 50) (:start . 45)\n (:id . 49))\n ((:tag . "NNS") (:stem . "element") (:form . "elements") (:end . 59)\n (:start . 51) (:id . 50))\n ((:tag . "VBD") (:stem . "highlight") (:form . "highlighted") (:end . 71)\n (:start . 60) (:id . 51))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 72) (:start . 71)\n (:id . 52)))@@@1@11@((:identifiers (:sid . :s13.156) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504369@unknown@formal@none@1@S@In particular, the SH3 binding peptide is fully buried, even though it is not part of a globular domain.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "particular") (:form . "particular") (:end . 13)\n (:start . 3) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 14) (:start . 13)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 18) (:start . 15)\n (:id . 45))\n ((:tag . "NN") (:stem . "sh3") (:form . "SH3") (:end . 22) (:start . 19)\n (:id . 46))\n ((:tag . "NN") (:stem . "binding") (:form . "binding") (:end . 30)\n (:start . 23) (:id . 47))\n ((:tag . "NN") (:stem . "peptide") (:form . "peptide") (:end . 38)\n (:start . 31) (:id . 48))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 41) (:start . 39)\n (:id . 49))\n ((:tag . "RB") (:stem . "fully") (:form . "fully") (:end . 47) (:start . 42)\n (:id . 50))\n ((:tag . "VBN") (:stem . "bury") (:form . "buried") (:end . 54) (:start . 48)\n (:id . 51))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 55) (:start . 54)\n (:id . 52))\n ((:tag . "RB") (:stem . "even") (:form . "even") (:end . 60) (:start . 56)\n (:id . 53))\n ((:tag . "IN") (:stem . "though") (:form . "though") (:end . 67)\n (:start . 61) (:id . 54))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 70) (:start . 68)\n (:id . 55))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 73) (:start . 71)\n (:id . 56))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 77) (:start . 74)\n (:id . 57))\n ((:tag . "NN") (:stem . "part") (:form . "part") (:end . 82) (:start . 78)\n (:id . 58))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 85) (:start . 83)\n (:id . 59))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 87) (:start . 86)\n (:id . 60))\n ((:tag . "JJ") (:stem . "globular") (:form . "globular") (:end . 96)\n (:start . 88) (:id . 61))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 103)\n (:start . 97) (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 104) (:start . 103)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s13.157) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504370@unknown@formal@none@1@S@In the open conformation this peptide is much more accessible, as is the C-terminal peptide which is released from the SH2 domain (e.g. 1Y57, [45]).@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "JJ") (:stem . "open") (:form . "open") (:end . 11) (:start . 7)\n (:id . 44))\n ((:tag . "NN") (:stem . "conformation") (:form . "conformation") (:end . 24)\n (:start . 12) (:id . 45))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 29) (:start . 25)\n (:id . 46))\n ((:tag . "NN") (:stem . "peptide") (:form . "peptide") (:end . 37)\n (:start . 30) (:id . 47))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 40) (:start . 38)\n (:id . 48))\n ((:tag . "RB") (:stem . "much") (:form . "much") (:end . 45) (:start . 41)\n (:id . 49))\n ((:tag . "RBR") (:stem . "more") (:form . "more") (:end . 50) (:start . 46)\n (:id . 50))\n ((:tag . "JJ") (:stem . "accessible") (:form . "accessible") (:end . 61)\n (:start . 51) (:id . 51))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 62) (:start . 61)\n (:id . 52))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 65) (:start . 63)\n (:id . 53))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 68) (:start . 66)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 72) (:start . 69)\n (:id . 55))\n ((:tag . "JJ") (:stem . "c-terminal") (:form . "C-terminal") (:end . 83)\n (:start . 73) (:id . 56))\n ((:tag . "NN") (:stem . "peptide") (:form . "peptide") (:end . 91)\n (:start . 84) (:id . 57))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 97) (:start . 92)\n (:id . 58))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 100) (:start . 98)\n (:id . 59))\n ((:tag . "VBN") (:stem . "release") (:form . "released") (:end . 109)\n (:start . 101) (:id . 60))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 114) (:start . 110)\n (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 118) (:start . 115)\n (:id . 62))\n ((:tag . "NN") (:stem . "sh2") (:form . "SH2") (:end . 122) (:start . 119)\n (:id . 63))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 129)\n (:start . 123) (:id . 64))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 131) (:start . 130)\n (:id . 65))\n ((:tag . "FW") (:stem . "e.g.") (:form . "e.g.") (:end . 135) (:start . 131)\n (:id . 66))\n ((:tag . "NN") (:stem . "1y57") (:form . "1Y57") (:end . 140) (:start . 136)\n (:id . 67))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 141) (:start . 140)\n (:id . 68))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 143) (:start . 142)\n (:id . 69))\n ((:tag . "CD") (:stem . "45") (:form . "45") (:end . 145) (:start . 143)\n (:id . 70))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 146) (:start . 145)\n (:id . 71))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 147) (:start . 146)\n (:id . 72))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 148) (:start . 147)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s13.158) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504371@unknown@formal@none@1@S@The dependency of LM accessibility on globular domain rearrangements implies that multi-domain structures are not a suitable structural unit for structure filtering.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "dependency") (:form . "dependency") (:end . 14)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 17) (:start . 15)\n (:id . 44))\n ((:tag . "NNP") (:stem . "LM") (:form . "LM") (:end . 20) (:start . 18)\n (:id . 45))\n ((:tag . "NN") (:stem . "accessibility") (:form . "accessibility")\n (:end . 34) (:start . 21) (:id . 46))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 37) (:start . 35)\n (:id . 47))\n ((:tag . "JJ") (:stem . "globular") (:form . "globular") (:end . 46)\n (:start . 38) (:id . 48))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 53)\n (:start . 47) (:id . 49))\n ((:tag . "NNS") (:stem . "rearrangement") (:form . "rearrangements")\n (:end . 68) (:start . 54) (:id . 50))\n ((:tag . "VBZ") (:stem . "imply") (:form . "implies") (:end . 76)\n (:start . 69) (:id . 51))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 81) (:start . 77)\n (:id . 52))\n ((:tag . "JJ") (:stem . "multi-domain") (:form . "multi-domain") (:end . 94)\n (:start . 82) (:id . 53))\n ((:tag . "NNS") (:stem . "structure") (:form . "structures") (:end . 105)\n (:start . 95) (:id . 54))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 109) (:start . 106)\n (:id . 55))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 113) (:start . 110)\n (:id . 56))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 115) (:start . 114)\n (:id . 57))\n ((:tag . "JJ") (:stem . "suitable") (:form . "suitable") (:end . 124)\n (:start . 116) (:id . 58))\n ((:tag . "JJ") (:stem . "structural") (:form . "structural") (:end . 135)\n (:start . 125) (:id . 59))\n ((:tag . "NN") (:stem . "unit") (:form . "unit") (:end . 140) (:start . 136)\n (:id . 60))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 144) (:start . 141)\n (:id . 61))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 154)\n (:start . 145) (:id . 62))\n ((:tag . "NN") (:stem . "filtering") (:form . "filtering") (:end . 164)\n (:start . 155) (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 165) (:start . 164)\n (:id . 64)))@@@1@23@((:hcues ((:id . :x13.159.1) (:span 69 76)))\n (:hscopes ((:id . :x13.159.1) (:span 69 164)))\n (:identifiers (:sid . :s13.159) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504372@unknown@formal@none@1@S@The appropriate units therefore in the cases of LMs would be the individual globular domains themselves.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "appropriate") (:form . "appropriate") (:end . 15)\n (:start . 4) (:id . 43))\n ((:tag . "NNS") (:stem . "unit") (:form . "units") (:end . 21) (:start . 16)\n (:id . 44))\n ((:tag . "RB") (:stem . "therefore") (:form . "therefore") (:end . 31)\n (:start . 22) (:id . 45))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 34) (:start . 32)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 38) (:start . 35)\n (:id . 47))\n ((:tag . "NNS") (:stem . "case") (:form . "cases") (:end . 44) (:start . 39)\n (:id . 48))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 47) (:start . 45)\n (:id . 49))\n ((:tag . "NNS") (:stem . "lm") (:form . "LMs") (:end . 51) (:start . 48)\n (:id . 50))\n ((:tag . "MD") (:stem . "would") (:form . "would") (:end . 57) (:start . 52)\n (:id . 51))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 60) (:start . 58)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 64) (:start . 61)\n (:id . 53))\n ((:tag . "JJ") (:stem . "individual") (:form . "individual") (:end . 75)\n (:start . 65) (:id . 54))\n ((:tag . "JJ") (:stem . "globular") (:form . "globular") (:end . 84)\n (:start . 76) (:id . 55))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 92)\n (:start . 85) (:id . 56))\n ((:tag . "PRP") (:stem . "themselves") (:form . "themselves") (:end . 103)\n (:start . 93) (:id . 57))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 104) (:start . 103)\n (:id . 58)))@@@1@17@((:hcues ((:id . :x13.160.1) (:span 52 57)))\n (:hscopes ((:id . :x13.160.1) (:span 52 103)))\n (:identifiers (:sid . :s13.160) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504373@unknown@formal@none@1@S@At least for domains that do not undergo allosteric rearrangement, a motif which is buried in the core of a structural domain unit is unlikely to be a true one.@(((:tag . "IN") (:stem . "at") (:form . "At") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "JJS") (:stem . "least") (:form . "least") (:end . 8) (:start . 3)\n (:id . 43))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 12) (:start . 9)\n (:id . 44))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 20)\n (:start . 13) (:id . 45))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 25) (:start . 21)\n (:id . 46))\n ((:tag . "VBP") (:stem . "do") (:form . "do") (:end . 28) (:start . 26)\n (:id . 47))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 32) (:start . 29)\n (:id . 48))\n ((:tag . "VB") (:stem . "undergo") (:form . "undergo") (:end . 40)\n (:start . 33) (:id . 49))\n ((:tag . "JJ") (:stem . "allosteric") (:form . "allosteric") (:end . 51)\n (:start . 41) (:id . 50))\n ((:tag . "NN") (:stem . "rearrangement") (:form . "rearrangement")\n (:end . 65) (:start . 52) (:id . 51))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 66) (:start . 65)\n (:id . 52))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 68) (:start . 67)\n (:id . 53))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 74) (:start . 69)\n (:id . 54))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 80) (:start . 75)\n (:id . 55))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 83) (:start . 81)\n (:id . 56))\n ((:tag . "VBN") (:stem . "bury") (:form . "buried") (:end . 90) (:start . 84)\n (:id . 57))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 93) (:start . 91)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 97) (:start . 94)\n (:id . 59))\n ((:tag . "NN") (:stem . "core") (:form . "core") (:end . 102) (:start . 98)\n (:id . 60))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 105) (:start . 103)\n (:id . 61))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 107) (:start . 106)\n (:id . 62))\n ((:tag . "JJ") (:stem . "structural") (:form . "structural") (:end . 118)\n (:start . 108) (:id . 63))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 125)\n (:start . 119) (:id . 64))\n ((:tag . "NN") (:stem . "unit") (:form . "unit") (:end . 130) (:start . 126)\n (:id . 65))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 133) (:start . 131)\n (:id . 66))\n ((:tag . "JJ") (:stem . "unlikely") (:form . "unlikely") (:end . 142)\n (:start . 134) (:id . 67))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 145) (:start . 143)\n (:id . 68))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 148) (:start . 146)\n (:id . 69))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 150) (:start . 149)\n (:id . 70))\n ((:tag . "JJ") (:stem . "true") (:form . "true") (:end . 155) (:start . 151)\n (:id . 71))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 159) (:start . 156)\n (:id . 72))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 160) (:start . 159)\n (:id . 73)))@@@1@32@((:hcues ((:id . :x13.161.1) (:span 134 142)))\n (:hscopes ((:id . :x13.161.1) (:span 67 159)))\n (:identifiers (:sid . :s13.161) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504374@unknown@formal@none@1@S@Therefore we chose the SCOP [46] protein domain definition as provided by the ASTRAL resource [47] as the structure dataset to be used to implement the structure filter.@(((:tag . "RB") (:stem . "therefore") (:form . "Therefore") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 12) (:start . 10)\n (:id . 43))\n ((:tag . "VBD") (:stem . "choose") (:form . "chose") (:end . 18)\n (:start . 13) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 22) (:start . 19)\n (:id . 45))\n ((:tag . "NNP") (:stem . "SCOP") (:form . "SCOP") (:end . 27) (:start . 23)\n (:id . 46))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 29) (:start . 28)\n (:id . 47))\n ((:tag . "CD") (:stem . "46") (:form . "46") (:end . 31) (:start . 29)\n (:id . 48))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 32) (:start . 31)\n (:id . 49))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 40)\n (:start . 33) (:id . 50))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 47)\n (:start . 41) (:id . 51))\n ((:tag . "NN") (:stem . "definition") (:form . "definition") (:end . 58)\n (:start . 48) (:id . 52))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 61) (:start . 59)\n (:id . 53))\n ((:tag . "VBN") (:stem . "provide") (:form . "provided") (:end . 70)\n (:start . 62) (:id . 54))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 73) (:start . 71)\n (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 77) (:start . 74)\n (:id . 56))\n ((:tag . "JJ") (:stem . "astral") (:form . "ASTRAL") (:end . 84)\n (:start . 78) (:id . 57))\n ((:tag . "NN") (:stem . "resource") (:form . "resource") (:end . 93)\n (:start . 85) (:id . 58))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 95) (:start . 94)\n (:id . 59))\n ((:tag . "CD") (:stem . "47") (:form . "47") (:end . 97) (:start . 95)\n (:id . 60))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 98) (:start . 97)\n (:id . 61))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 101) (:start . 99)\n (:id . 62))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 105) (:start . 102)\n (:id . 63))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 115)\n (:start . 106) (:id . 64))\n ((:tag . "NN") (:stem . "dataset") (:form . "dataset") (:end . 123)\n (:start . 116) (:id . 65))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 126) (:start . 124)\n (:id . 66))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 129) (:start . 127)\n (:id . 67))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 134) (:start . 130)\n (:id . 68))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 137) (:start . 135)\n (:id . 69))\n ((:tag . "VB") (:stem . "implement") (:form . "implement") (:end . 147)\n (:start . 138) (:id . 70))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 151) (:start . 148)\n (:id . 71))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 161)\n (:start . 152) (:id . 72))\n ((:tag . "NN") (:stem . "filter") (:form . "filter") (:end . 168)\n (:start . 162) (:id . 73))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 169) (:start . 168)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s13.162) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504375@unknown@formal@none@1@S@The inception of this work required the collection and analysis of the 3D occurrences of LM instances annotated in the ELM resource [1].@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "inception") (:form . "inception") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 16) (:start . 14)\n (:id . 44))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 21) (:start . 17)\n (:id . 45))\n ((:tag . "NN") (:stem . "work") (:form . "work") (:end . 26) (:start . 22)\n (:id . 46))\n ((:tag . "VBD") (:stem . "require") (:form . "required") (:end . 35)\n (:start . 27) (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 39) (:start . 36)\n (:id . 48))\n ((:tag . "NN") (:stem . "collection") (:form . "collection") (:end . 50)\n (:start . 40) (:id . 49))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 54) (:start . 51)\n (:id . 50))\n ((:tag . "NN") (:stem . "analysis") (:form . "analysis") (:end . 63)\n (:start . 55) (:id . 51))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 66) (:start . 64)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 70) (:start . 67)\n (:id . 53))\n ((:tag . "NN") (:stem . "3d") (:form . "3D") (:end . 73) (:start . 71)\n (:id . 54))\n ((:tag . "NNS") (:stem . "occurrence") (:form . "occurrences") (:end . 85)\n (:start . 74) (:id . 55))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 88) (:start . 86)\n (:id . 56))\n ((:tag . "NNP") (:stem . "LM") (:form . "LM") (:end . 91) (:start . 89)\n (:id . 57))\n ((:tag . "NNS") (:stem . "instance") (:form . "instances") (:end . 101)\n (:start . 92) (:id . 58))\n ((:tag . "VBN") (:stem . "annotate") (:form . "annotated") (:end . 111)\n (:start . 102) (:id . 59))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 114) (:start . 112)\n (:id . 60))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 118) (:start . 115)\n (:id . 61))\n ((:tag . "NNP") (:stem . "ELM") (:form . "ELM") (:end . 122) (:start . 119)\n (:id . 62))\n ((:tag . "NN") (:stem . "resource") (:form . "resource") (:end . 131)\n (:start . 123) (:id . 63))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 133) (:start . 132)\n (:id . 64))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 134) (:start . 133)\n (:id . 65))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 135) (:start . 134)\n (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 136) (:start . 135)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s13.163) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504376@unknown@formal@none@1@S@Here we present a discussion of our benchmark dataset.@(((:tag . "RB") (:stem . "here") (:form . "Here") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "VBP") (:stem . "present") (:form . "present") (:end . 15)\n (:start . 8) (:id . 44))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 17) (:start . 16)\n (:id . 45))\n ((:tag . "NN") (:stem . "discussion") (:form . "discussion") (:end . 28)\n (:start . 18) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 31) (:start . 29)\n (:id . 47))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 35) (:start . 32)\n (:id . 48))\n ((:tag . "NN") (:stem . "benchmark") (:form . "benchmark") (:end . 45)\n (:start . 36) (:id . 49))\n ((:tag . "NN") (:stem . "dataset") (:form . "dataset") (:end . 53)\n (:start . 46) (:id . 50))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 54) (:start . 53)\n (:id . 51)))@@@1@10@((:identifiers (:sid . :s13.164) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504377@unknown@formal@none@1@S@Many details and specific examples are reported in the supplementary information (additional file 1).@(((:tag . "JJ") (:stem . "many") (:form . "Many") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "detail") (:form . "details") (:end . 12)\n (:start . 5) (:id . 43))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 16) (:start . 13)\n (:id . 44))\n ((:tag . "JJ") (:stem . "specific") (:form . "specific") (:end . 25)\n (:start . 17) (:id . 45))\n ((:tag . "NNS") (:stem . "example") (:form . "examples") (:end . 34)\n (:start . 26) (:id . 46))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 38) (:start . 35)\n (:id . 47))\n ((:tag . "VBN") (:stem . "report") (:form . "reported") (:end . 47)\n (:start . 39) (:id . 48))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 50) (:start . 48)\n (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 54) (:start . 51)\n (:id . 50))\n ((:tag . "JJ") (:stem . "supplementary") (:form . "supplementary")\n (:end . 68) (:start . 55) (:id . 51))\n ((:tag . "NN") (:stem . "information") (:form . "information") (:end . 80)\n (:start . 69) (:id . 52))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 82) (:start . 81)\n (:id . 53))\n ((:tag . "JJ") (:stem . "additional") (:form . "additional") (:end . 92)\n (:start . 82) (:id . 54))\n ((:tag . "NN") (:stem . "file") (:form . "file") (:end . 97) (:start . 93)\n (:id . 55))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 99) (:start . 98)\n (:id . 56))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 100) (:start . 99)\n (:id . 57))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 101) (:start . 100)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s13.165) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504378@unknown@formal@none@1@S@As described in Methods, we obtained a set of 158 3D non-redundant instances from 36 different LM entries (reported in additional file 6 (Table S1) from the ELM resource release June 2007.@(((:tag . "IN") (:stem . "as") (:form . "As") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBN") (:stem . "describe") (:form . "described") (:end . 12)\n (:start . 3) (:id . 43))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 15) (:start . 13)\n (:id . 44))\n ((:tag . "NNP") (:stem . "Method") (:form . "Methods") (:end . 23)\n (:start . 16) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 24) (:start . 23)\n (:id . 46))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 27) (:start . 25)\n (:id . 47))\n ((:tag . "VBD") (:stem . "obtain") (:form . "obtained") (:end . 36)\n (:start . 28) (:id . 48))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 38) (:start . 37)\n (:id . 49))\n ((:tag . "NN") (:stem . "set") (:form . "set") (:end . 42) (:start . 39)\n (:id . 50))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 45) (:start . 43)\n (:id . 51))\n ((:tag . "CD") (:stem . "158") (:form . "158") (:end . 49) (:start . 46)\n (:id . 52))\n ((:tag . "NN") (:stem . "3d") (:form . "3D") (:end . 52) (:start . 50)\n (:id . 53))\n ((:tag . "JJ") (:stem . "non-redundant") (:form . "non-redundant")\n (:end . 66) (:start . 53) (:id . 54))\n ((:tag . "NNS") (:stem . "instance") (:form . "instances") (:end . 76)\n (:start . 67) (:id . 55))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 81) (:start . 77)\n (:id . 56))\n ((:tag . "CD") (:stem . "36") (:form . "36") (:end . 84) (:start . 82)\n (:id . 57))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 94)\n (:start . 85) (:id . 58))\n ((:tag . "NNP") (:stem . "LM") (:form . "LM") (:end . 97) (:start . 95)\n (:id . 59))\n ((:tag . "NNS") (:stem . "entry") (:form . "entries") (:end . 105)\n (:start . 98) (:id . 60))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 107) (:start . 106)\n (:id . 61))\n ((:tag . "VBN") (:stem . "report") (:form . "reported") (:end . 115)\n (:start . 107) (:id . 62))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 118) (:start . 116)\n (:id . 63))\n ((:tag . "JJ") (:stem . "additional") (:form . "additional") (:end . 129)\n (:start . 119) (:id . 64))\n ((:tag . "NN") (:stem . "file") (:form . "file") (:end . 134) (:start . 130)\n (:id . 65))\n ((:tag . "CD") (:stem . "6") (:form . "6") (:end . 136) (:start . 135)\n (:id . 66))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 138) (:start . 137)\n (:id . 67))\n ((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 143)\n (:start . 138) (:id . 68))\n ((:tag . "NNP") (:stem . "S1") (:form . "S1") (:end . 146) (:start . 144)\n (:id . 69))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 147) (:start . 146)\n (:id . 70))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 152) (:start . 148)\n (:id . 71))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 156) (:start . 153)\n (:id . 72))\n ((:tag . "NNP") (:stem . "ELM") (:form . "ELM") (:end . 160) (:start . 157)\n (:id . 73))\n ((:tag . "NN") (:stem . "resource") (:form . "resource") (:end . 169)\n (:start . 161) (:id . 74))\n ((:tag . "NN") (:stem . "release") (:form . "release") (:end . 177)\n (:start . 170) (:id . 75))\n ((:tag . "NNP") (:stem . "June") (:form . "June") (:end . 182) (:start . 178)\n (:id . 76))\n ((:tag . "CD") (:stem . "2007") (:form . "2007") (:end . 187) (:start . 183)\n (:id . 77))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 188) (:start . 187)\n (:id . 78)))@@@1@37@((:identifiers (:sid . :s13.166) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504379@unknown@formal@none@1@S@Sixteen motifs match only one instance and twenty match two or more.@(((:tag . "CD") (:stem . "sixteen") (:form . "Sixteen") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 14) (:start . 8)\n (:id . 43))\n ((:tag . "VBP") (:stem . "match") (:form . "match") (:end . 20) (:start . 15)\n (:id . 44))\n ((:tag . "RB") (:stem . "only") (:form . "only") (:end . 25) (:start . 21)\n (:id . 45))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 29) (:start . 26)\n (:id . 46))\n ((:tag . "NN") (:stem . "instance") (:form . "instance") (:end . 38)\n (:start . 30) (:id . 47))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 42) (:start . 39)\n (:id . 48))\n ((:tag . "CD") (:stem . "twenty") (:form . "twenty") (:end . 49)\n (:start . 43) (:id . 49))\n ((:tag . "NN") (:stem . "match") (:form . "match") (:end . 55) (:start . 50)\n (:id . 50))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 59) (:start . 56)\n (:id . 51))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 62) (:start . 60)\n (:id . 52))\n ((:tag . "JJR") (:stem . "more") (:form . "more") (:end . 67) (:start . 63)\n (:id . 53))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 68) (:start . 67)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s13.167) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504380@unknown@formal@none@1@S@The majority (~60%) of LM instances are made up of residues whose relative accessibility to the solvent is at least 50% and are located entirely in loop, turn or unstructured regions.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "majority") (:form . "majority") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 14) (:start . 13)\n (:id . 44))\n ((:tag . "CD") (:stem . "~60") (:form . "~60") (:end . 17) (:start . 14)\n (:id . 45))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 18) (:start . 17)\n (:id . 46))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 19) (:start . 18)\n (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 22) (:start . 20)\n (:id . 48))\n ((:tag . "NNP") (:stem . "LM") (:form . "LM") (:end . 25) (:start . 23)\n (:id . 49))\n ((:tag . "NNS") (:stem . "instance") (:form . "instances") (:end . 35)\n (:start . 26) (:id . 50))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 39) (:start . 36)\n (:id . 51))\n ((:tag . "VBN") (:stem . "make") (:form . "made") (:end . 44) (:start . 40)\n (:id . 52))\n ((:tag . "RP") (:stem . "up") (:form . "up") (:end . 47) (:start . 45)\n (:id . 53))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 50) (:start . 48)\n (:id . 54))\n ((:tag . "NNS") (:stem . "residue") (:form . "residues") (:end . 59)\n (:start . 51) (:id . 55))\n ((:tag . "WP$") (:stem . "whose") (:form . "whose") (:end . 65) (:start . 60)\n (:id . 56))\n ((:tag . "JJ") (:stem . "relative") (:form . "relative") (:end . 74)\n (:start . 66) (:id . 57))\n ((:tag . "NN") (:stem . "accessibility") (:form . "accessibility")\n (:end . 88) (:start . 75) (:id . 58))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 91) (:start . 89)\n (:id . 59))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 95) (:start . 92)\n (:id . 60))\n ((:tag . "NN") (:stem . "solvent") (:form . "solvent") (:end . 103)\n (:start . 96) (:id . 61))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 106) (:start . 104)\n (:id . 62))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 109) (:start . 107)\n (:id . 63))\n ((:tag . "JJS") (:stem . "least") (:form . "least") (:end . 115)\n (:start . 110) (:id . 64))\n ((:tag . "CD") (:stem . "50") (:form . "50") (:end . 118) (:start . 116)\n (:id . 65))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 119) (:start . 118)\n (:id . 66))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 123) (:start . 120)\n (:id . 67))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 127) (:start . 124)\n (:id . 68))\n ((:tag . "JJ") (:stem . "located") (:form . "located") (:end . 135)\n (:start . 128) (:id . 69))\n ((:tag . "RB") (:stem . "entirely") (:form . "entirely") (:end . 144)\n (:start . 136) (:id . 70))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 147) (:start . 145)\n (:id . 71))\n ((:tag . "NN") (:stem . "loop") (:form . "loop") (:end . 152) (:start . 148)\n (:id . 72))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 153) (:start . 152)\n (:id . 73))\n ((:tag . "NN") (:stem . "turn") (:form . "turn") (:end . 158) (:start . 154)\n (:id . 74))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 161) (:start . 159)\n (:id . 75))\n ((:tag . "JJ") (:stem . "unstructured") (:form . "unstructured") (:end . 174)\n (:start . 162) (:id . 76))\n ((:tag . "NNS") (:stem . "region") (:form . "regions") (:end . 182)\n (:start . 175) (:id . 77))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 183) (:start . 182)\n (:id . 78)))@@@1@37@((:identifiers (:sid . :s13.168) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504381@unknown@formal@none@1@S@Figure 2 shows two typical examples (LIG_RGD and MOD_SUMO) of a motif in a very exposed loop of a domain (2a and 2c) and a motif in a flexible region which is not in a domain (LIG_RGD, Figure 2b).@(((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "CD") (:stem . "2") (:form . "2") (:end . 8) (:start . 7)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "show") (:form . "shows") (:end . 14) (:start . 9)\n (:id . 44))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 18) (:start . 15)\n (:id . 45))\n ((:tag . "JJ") (:stem . "typical") (:form . "typical") (:end . 26)\n (:start . 19) (:id . 46))\n ((:tag . "NNS") (:stem . "example") (:form . "examples") (:end . 35)\n (:start . 27) (:id . 47))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 37) (:start . 36)\n (:id . 48))\n ((:tag . "NNP") (:stem . "LIG_RGD") (:form . "LIG_RGD") (:end . 44)\n (:start . 37) (:id . 49))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 48) (:start . 45)\n (:id . 50))\n ((:tag . "NNP") (:stem . "MOD_SUMO") (:form . "MOD_SUMO") (:end . 57)\n (:start . 49) (:id . 51))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 58) (:start . 57)\n (:id . 52))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 61) (:start . 59)\n (:id . 53))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 63) (:start . 62)\n (:id . 54))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 69) (:start . 64)\n (:id . 55))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 72) (:start . 70)\n (:id . 56))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 74) (:start . 73)\n (:id . 57))\n ((:tag . "RB") (:stem . "very") (:form . "very") (:end . 79) (:start . 75)\n (:id . 58))\n ((:tag . "VBN") (:stem . "expose") (:form . "exposed") (:end . 87)\n (:start . 80) (:id . 59))\n ((:tag . "NN") (:stem . "loop") (:form . "loop") (:end . 92) (:start . 88)\n (:id . 60))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 95) (:start . 93)\n (:id . 61))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 97) (:start . 96)\n (:id . 62))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 104)\n (:start . 98) (:id . 63))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 106) (:start . 105)\n (:id . 64))\n ((:tag . "NN") (:stem . "2a") (:form . "2a") (:end . 108) (:start . 106)\n (:id . 65))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 112) (:start . 109)\n (:id . 66))\n ((:tag . "NN") (:stem . "2c") (:form . "2c") (:end . 115) (:start . 113)\n (:id . 67))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 116) (:start . 115)\n (:id . 68))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 120) (:start . 117)\n (:id . 69))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 122) (:start . 121)\n (:id . 70))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 128)\n (:start . 123) (:id . 71))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 131) (:start . 129)\n (:id . 72))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 133) (:start . 132)\n (:id . 73))\n ((:tag . "JJ") (:stem . "flexible") (:form . "flexible") (:end . 142)\n (:start . 134) (:id . 74))\n ((:tag . "NN") (:stem . "region") (:form . "region") (:end . 149)\n (:start . 143) (:id . 75))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 155)\n (:start . 150) (:id . 76))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 158) (:start . 156)\n (:id . 77))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 162) (:start . 159)\n (:id . 78))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 165) (:start . 163)\n (:id . 79))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 167) (:start . 166)\n (:id . 80))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 174)\n (:start . 168) (:id . 81))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 176) (:start . 175)\n (:id . 82))\n ((:tag . "NNP") (:stem . "LIG_RGD") (:form . "LIG_RGD") (:end . 183)\n (:start . 176) (:id . 83))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 184) (:start . 183)\n (:id . 84))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 191)\n (:start . 185) (:id . 85))\n ((:tag . "NN") (:stem . "2b") (:form . "2b") (:end . 194) (:start . 192)\n (:id . 86))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 195) (:start . 194)\n (:id . 87))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 196) (:start . 195)\n (:id . 88)))@@@1@47@((:identifiers (:sid . :s13.169) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504382@unknown@formal@none@1@S@LIG_RGD is a short peptide ligand motif which interacts directly with extracellular domains of integrins whereas MOD_SUMO is a motif recognised for modification by SUMO-1.@(((:tag . "NNP") (:stem . "LIG_RGD") (:form . "LIG_RGD") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 10) (:start . 8)\n (:id . 43))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 12) (:start . 11)\n (:id . 44))\n ((:tag . "JJ") (:stem . "short") (:form . "short") (:end . 18) (:start . 13)\n (:id . 45))\n ((:tag . "NN") (:stem . "peptide") (:form . "peptide") (:end . 26)\n (:start . 19) (:id . 46))\n ((:tag . "NN") (:stem . "ligand") (:form . "ligand") (:end . 33)\n (:start . 27) (:id . 47))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 39) (:start . 34)\n (:id . 48))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 45) (:start . 40)\n (:id . 49))\n ((:tag . "VBZ") (:stem . "interact") (:form . "interacts") (:end . 55)\n (:start . 46) (:id . 50))\n ((:tag . "RB") (:stem . "directly") (:form . "directly") (:end . 64)\n (:start . 56) (:id . 51))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 69) (:start . 65)\n (:id . 52))\n ((:tag . "JJ") (:stem . "extracellular") (:form . "extracellular")\n (:end . 83) (:start . 70) (:id . 53))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 91)\n (:start . 84) (:id . 54))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 94) (:start . 92)\n (:id . 55))\n ((:tag . "NNS") (:stem . "integrin") (:form . "integrins") (:end . 104)\n (:start . 95) (:id . 56))\n ((:tag . "IN") (:stem . "whereas") (:form . "whereas") (:end . 112)\n (:start . 105) (:id . 57))\n ((:tag . "NNP") (:stem . "MOD_SUMO") (:form . "MOD_SUMO") (:end . 121)\n (:start . 113) (:id . 58))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 124) (:start . 122)\n (:id . 59))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 126) (:start . 125)\n (:id . 60))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 132)\n (:start . 127) (:id . 61))\n ((:tag . "VBN") (:stem . "recognise") (:form . "recognised") (:end . 143)\n (:start . 133) (:id . 62))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 147) (:start . 144)\n (:id . 63))\n ((:tag . "NN") (:stem . "modification") (:form . "modification") (:end . 160)\n (:start . 148) (:id . 64))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 163) (:start . 161)\n (:id . 65))\n ((:tag . "NN") (:stem . "sumo-1") (:form . "SUMO-1") (:end . 170)\n (:start . 164) (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 171) (:start . 170)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s13.170) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504383@unknown@formal@none@1@S@The SUMO proteins are Small Ubiquitin-related MOdifiers that are covalently conjugated onto lysine residues within target sequences.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "SUMO") (:form . "SUMO") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 17)\n (:start . 9) (:id . 44))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 21) (:start . 18)\n (:id . 45))\n ((:tag . "JJ") (:stem . "small") (:form . "Small") (:end . 27) (:start . 22)\n (:id . 46))\n ((:tag . "JJ") (:stem . "ubiquitin-related") (:form . "Ubiquitin-related")\n (:end . 45) (:start . 28) (:id . 47))\n ((:tag . "NNS") (:stem . "modifier") (:form . "MOdifiers") (:end . 55)\n (:start . 46) (:id . 48))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 60) (:start . 56)\n (:id . 49))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 64) (:start . 61)\n (:id . 50))\n ((:tag . "RB") (:stem . "covalently") (:form . "covalently") (:end . 75)\n (:start . 65) (:id . 51))\n ((:tag . "VBN") (:stem . "conjugate") (:form . "conjugated") (:end . 86)\n (:start . 76) (:id . 52))\n ((:tag . "IN") (:stem . "onto") (:form . "onto") (:end . 91) (:start . 87)\n (:id . 53))\n ((:tag . "NN") (:stem . "lysine") (:form . "lysine") (:end . 98)\n (:start . 92) (:id . 54))\n ((:tag . "NNS") (:stem . "residue") (:form . "residues") (:end . 107)\n (:start . 99) (:id . 55))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 114)\n (:start . 108) (:id . 56))\n ((:tag . "NN") (:stem . "target") (:form . "target") (:end . 121)\n (:start . 115) (:id . 57))\n ((:tag . "NNS") (:stem . "sequence") (:form . "sequences") (:end . 131)\n (:start . 122) (:id . 58))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 132) (:start . 131)\n (:id . 59)))@@@1@18@((:identifiers (:sid . :s13.171) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504384@unknown@formal@none@1@S@Eight out of 36 LM entries have at least one instance which is entirely or almost entirely in helical conformation while two entries have at least one instance almost entirely in a strand conformation.@(((:tag . "CD") (:stem . "eight") (:form . "Eight") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "IN") (:stem . "out") (:form . "out") (:end . 9) (:start . 6)\n (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 12) (:start . 10)\n (:id . 44))\n ((:tag . "CD") (:stem . "36") (:form . "36") (:end . 15) (:start . 13)\n (:id . 45))\n ((:tag . "NNP") (:stem . "LM") (:form . "LM") (:end . 18) (:start . 16)\n (:id . 46))\n ((:tag . "NNS") (:stem . "entry") (:form . "entries") (:end . 26)\n (:start . 19) (:id . 47))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 31) (:start . 27)\n (:id . 48))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 34) (:start . 32)\n (:id . 49))\n ((:tag . "JJS") (:stem . "least") (:form . "least") (:end . 40) (:start . 35)\n (:id . 50))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 44) (:start . 41)\n (:id . 51))\n ((:tag . "NN") (:stem . "instance") (:form . "instance") (:end . 53)\n (:start . 45) (:id . 52))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 59) (:start . 54)\n (:id . 53))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 62) (:start . 60)\n (:id . 54))\n ((:tag . "RB") (:stem . "entirely") (:form . "entirely") (:end . 71)\n (:start . 63) (:id . 55))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 74) (:start . 72)\n (:id . 56))\n ((:tag . "RB") (:stem . "almost") (:form . "almost") (:end . 81)\n (:start . 75) (:id . 57))\n ((:tag . "RB") (:stem . "entirely") (:form . "entirely") (:end . 90)\n (:start . 82) (:id . 58))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 93) (:start . 91)\n (:id . 59))\n ((:tag . "JJ") (:stem . "helical") (:form . "helical") (:end . 101)\n (:start . 94) (:id . 60))\n ((:tag . "NN") (:stem . "conformation") (:form . "conformation") (:end . 114)\n (:start . 102) (:id . 61))\n ((:tag . "IN") (:stem . "while") (:form . "while") (:end . 120)\n (:start . 115) (:id . 62))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 124) (:start . 121)\n (:id . 63))\n ((:tag . "NNS") (:stem . "entry") (:form . "entries") (:end . 132)\n (:start . 125) (:id . 64))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 137) (:start . 133)\n (:id . 65))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 140) (:start . 138)\n (:id . 66))\n ((:tag . "JJS") (:stem . "least") (:form . "least") (:end . 146)\n (:start . 141) (:id . 67))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 150) (:start . 147)\n (:id . 68))\n ((:tag . "NN") (:stem . "instance") (:form . "instance") (:end . 159)\n (:start . 151) (:id . 69))\n ((:tag . "RB") (:stem . "almost") (:form . "almost") (:end . 166)\n (:start . 160) (:id . 70))\n ((:tag . "RB") (:stem . "entirely") (:form . "entirely") (:end . 175)\n (:start . 167) (:id . 71))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 178) (:start . 176)\n (:id . 72))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 180) (:start . 179)\n (:id . 73))\n ((:tag . "NN") (:stem . "strand") (:form . "strand") (:end . 187)\n (:start . 181) (:id . 74))\n ((:tag . "NN") (:stem . "conformation") (:form . "conformation") (:end . 200)\n (:start . 188) (:id . 75))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 201) (:start . 200)\n (:id . 76)))@@@1@35@((:hcues ((:id . :x13.172.1) (:span 72 74)))\n (:hscopes ((:id . :x13.172.1) (:span 63 90)))\n (:identifiers (:sid . :s13.172) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504385@unknown@formal@none@1@S@Notwithstanding the greater rigidity of helices as opposed to loops and unstructured regions, LMs found in helical conformation are not necessarily prevented from being exposed to the solvent and carrying out their functions.@(((:tag . "IN") (:stem . "notwithstanding") (:form . "Notwithstanding")\n (:end . 15) (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 19) (:start . 16)\n (:id . 43))\n ((:tag . "JJR") (:stem . "great") (:form . "greater") (:end . 27)\n (:start . 20) (:id . 44))\n ((:tag . "NN") (:stem . "rigidity") (:form . "rigidity") (:end . 36)\n (:start . 28) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 39) (:start . 37)\n (:id . 46))\n ((:tag . "NNS") (:stem . "helix") (:form . "helices") (:end . 47)\n (:start . 40) (:id . 47))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 50) (:start . 48)\n (:id . 48))\n ((:tag . "VBN") (:stem . "oppose") (:form . "opposed") (:end . 58)\n (:start . 51) (:id . 49))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 61) (:start . 59)\n (:id . 50))\n ((:tag . "NNS") (:stem . "loop") (:form . "loops") (:end . 67) (:start . 62)\n (:id . 51))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 71) (:start . 68)\n (:id . 52))\n ((:tag . "JJ") (:stem . "unstructured") (:form . "unstructured") (:end . 84)\n (:start . 72) (:id . 53))\n ((:tag . "NNS") (:stem . "region") (:form . "regions") (:end . 92)\n (:start . 85) (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 93) (:start . 92)\n (:id . 55))\n ((:tag . "NNS") (:stem . "lm") (:form . "LMs") (:end . 97) (:start . 94)\n (:id . 56))\n ((:tag . "VBN") (:stem . "find") (:form . "found") (:end . 103) (:start . 98)\n (:id . 57))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 106) (:start . 104)\n (:id . 58))\n ((:tag . "JJ") (:stem . "helical") (:form . "helical") (:end . 114)\n (:start . 107) (:id . 59))\n ((:tag . "NN") (:stem . "conformation") (:form . "conformation") (:end . 127)\n (:start . 115) (:id . 60))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 131) (:start . 128)\n (:id . 61))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 135) (:start . 132)\n (:id . 62))\n ((:tag . "RB") (:stem . "necessarily") (:form . "necessarily") (:end . 147)\n (:start . 136) (:id . 63))\n ((:tag . "VBN") (:stem . "prevent") (:form . "prevented") (:end . 157)\n (:start . 148) (:id . 64))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 162) (:start . 158)\n (:id . 65))\n ((:tag . "VBG") (:stem . "be") (:form . "being") (:end . 168) (:start . 163)\n (:id . 66))\n ((:tag . "VBN") (:stem . "expose") (:form . "exposed") (:end . 176)\n (:start . 169) (:id . 67))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 179) (:start . 177)\n (:id . 68))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 183) (:start . 180)\n (:id . 69))\n ((:tag . "NN") (:stem . "solvent") (:form . "solvent") (:end . 191)\n (:start . 184) (:id . 70))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 195) (:start . 192)\n (:id . 71))\n ((:tag . "VBG") (:stem . "carry") (:form . "carrying") (:end . 204)\n (:start . 196) (:id . 72))\n ((:tag . "RP") (:stem . "out") (:form . "out") (:end . 208) (:start . 205)\n (:id . 73))\n ((:tag . "PRP$") (:stem . "their") (:form . "their") (:end . 214)\n (:start . 209) (:id . 74))\n ((:tag . "NNS") (:stem . "function") (:form . "functions") (:end . 224)\n (:start . 215) (:id . 75))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 225) (:start . 224)\n (:id . 76)))@@@1@35@((:identifiers (:sid . :s13.173) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504386@unknown@formal@none@1@S@Two clear examples are shown in Figure 2d and 2e.@(((:tag . "CD") (:stem . "two") (:form . "Two") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "clear") (:form . "clear") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . "NNS") (:stem . "example") (:form . "examples") (:end . 18)\n (:start . 10) (:id . 44))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 22) (:start . 19)\n (:id . 45))\n ((:tag . "VBN") (:stem . "show") (:form . "shown") (:end . 28) (:start . 23)\n (:id . 46))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 31) (:start . 29)\n (:id . 47))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 38)\n (:start . 32) (:id . 48))\n ((:tag . "NN") (:stem . "2d") (:form . "2d") (:end . 41) (:start . 39)\n (:id . 49))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 45) (:start . 42)\n (:id . 50))\n ((:tag . "NN") (:stem . "2e") (:form . "2e") (:end . 48) (:start . 46)\n (:id . 51))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 49) (:start . 48)\n (:id . 52)))@@@1@11@((:identifiers (:sid . :s13.174) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504387@unknown@formal@none@1@S@Figure 2d shows an instance of the MOD_CMANNOS motif, which is part of a helix and is partly hidden by the C-term of the protein.@(((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "2d") (:form . "2d") (:end . 9) (:start . 7)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "show") (:form . "shows") (:end . 15) (:start . 10)\n (:id . 44))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 18) (:start . 16)\n (:id . 45))\n ((:tag . "NN") (:stem . "instance") (:form . "instance") (:end . 27)\n (:start . 19) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 30) (:start . 28)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 34) (:start . 31)\n (:id . 48))\n ((:tag . "NNP") (:stem . "MOD_CMANNOS") (:form . "MOD_CMANNOS") (:end . 46)\n (:start . 35) (:id . 49))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 52) (:start . 47)\n (:id . 50))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 53) (:start . 52)\n (:id . 51))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 59) (:start . 54)\n (:id . 52))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 62) (:start . 60)\n (:id . 53))\n ((:tag . "NN") (:stem . "part") (:form . "part") (:end . 67) (:start . 63)\n (:id . 54))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 70) (:start . 68)\n (:id . 55))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 72) (:start . 71)\n (:id . 56))\n ((:tag . "NN") (:stem . "helix") (:form . "helix") (:end . 78) (:start . 73)\n (:id . 57))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 82) (:start . 79)\n (:id . 58))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 85) (:start . 83)\n (:id . 59))\n ((:tag . "RB") (:stem . "partly") (:form . "partly") (:end . 92)\n (:start . 86) (:id . 60))\n ((:tag . "VBN") (:stem . "hide") (:form . "hidden") (:end . 99) (:start . 93)\n (:id . 61))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 102) (:start . 100)\n (:id . 62))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 106) (:start . 103)\n (:id . 63))\n ((:tag . "NN") (:stem . "c-term") (:form . "C-term") (:end . 113)\n (:start . 107) (:id . 64))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 116) (:start . 114)\n (:id . 65))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 120) (:start . 117)\n (:id . 66))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 128)\n (:start . 121) (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 129) (:start . 128)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s13.175) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504388@unknown@formal@none@1@S@C-Mannosylation is a type of protein glycosylation involving the attachment of a mannosyl residue to a tryptophan.@(((:tag . "NNP") (:stem . "C-Mannosylation") (:form . "C-Mannosylation")\n (:end . 15) (:start . 0) (:id . 42))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 18) (:start . 16)\n (:id . 43))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 20) (:start . 19)\n (:id . 44))\n ((:tag . "NN") (:stem . "type") (:form . "type") (:end . 25) (:start . 21)\n (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 28) (:start . 26)\n (:id . 46))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 36)\n (:start . 29) (:id . 47))\n ((:tag . "NN") (:stem . "glycosylation") (:form . "glycosylation")\n (:end . 50) (:start . 37) (:id . 48))\n ((:tag . "VBG") (:stem . "involve") (:form . "involving") (:end . 60)\n (:start . 51) (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 64) (:start . 61)\n (:id . 50))\n ((:tag . "NN") (:stem . "attachment") (:form . "attachment") (:end . 75)\n (:start . 65) (:id . 51))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 78) (:start . 76)\n (:id . 52))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 80) (:start . 79)\n (:id . 53))\n ((:tag . "NN") (:stem . "mannosyl") (:form . "mannosyl") (:end . 89)\n (:start . 81) (:id . 54))\n ((:tag . "NN") (:stem . "residue") (:form . "residue") (:end . 97)\n (:start . 90) (:id . 55))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 100) (:start . 98)\n (:id . 56))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 102) (:start . 101)\n (:id . 57))\n ((:tag . "NN") (:stem . "tryptophan") (:form . "tryptophan") (:end . 113)\n (:start . 103) (:id . 58))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 114) (:start . 113)\n (:id . 59)))@@@1@18@((:identifiers (:sid . :s13.176) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504389@unknown@formal@none@1@S@In this particular case, the most buried residues are those corresponding to wildcard positions in the MOD_MANNOS regular expression (W..W), whereas the conserved tryptophan needed for the mannose attachment is protruding outwards from the domain surface.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "JJ") (:stem . "particular") (:form . "particular") (:end . 18)\n (:start . 8) (:id . 44))\n ((:tag . "NN") (:stem . "case") (:form . "case") (:end . 23) (:start . 19)\n (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 24) (:start . 23)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 28) (:start . 25)\n (:id . 47))\n ((:tag . "RBS") (:stem . "most") (:form . "most") (:end . 33) (:start . 29)\n (:id . 48))\n ((:tag . "JJ") (:stem . "buried") (:form . "buried") (:end . 40)\n (:start . 34) (:id . 49))\n ((:tag . "NNS") (:stem . "residue") (:form . "residues") (:end . 49)\n (:start . 41) (:id . 50))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 53) (:start . 50)\n (:id . 51))\n ((:tag . "DT") (:stem . "those") (:form . "those") (:end . 59) (:start . 54)\n (:id . 52))\n ((:tag . "VBG") (:stem . "correspond") (:form . "corresponding") (:end . 73)\n (:start . 60) (:id . 53))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 76) (:start . 74)\n (:id . 54))\n ((:tag . "VB") (:stem . "wildcard") (:form . "wildcard") (:end . 85)\n (:start . 77) (:id . 55))\n ((:tag . "NNS") (:stem . "position") (:form . "positions") (:end . 95)\n (:start . 86) (:id . 56))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 98) (:start . 96)\n (:id . 57))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 102) (:start . 99)\n (:id . 58))\n ((:tag . "NNP") (:stem . "MOD_MANNOS") (:form . "MOD_MANNOS") (:end . 113)\n (:start . 103) (:id . 59))\n ((:tag . "JJ") (:stem . "regular") (:form . "regular") (:end . 121)\n (:start . 114) (:id . 60))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 132)\n (:start . 122) (:id . 61))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 134) (:start . 133)\n (:id . 62))\n ((:tag . "NNP") (:stem . "W..W") (:form . "W..W") (:end . 138) (:start . 134)\n (:id . 63))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 139) (:start . 138)\n (:id . 64))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 140) (:start . 139)\n (:id . 65))\n ((:tag . "IN") (:stem . "whereas") (:form . "whereas") (:end . 148)\n (:start . 141) (:id . 66))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 152) (:start . 149)\n (:id . 67))\n ((:tag . "VBN") (:stem . "conserve") (:form . "conserved") (:end . 162)\n (:start . 153) (:id . 68))\n ((:tag . "NN") (:stem . "tryptophan") (:form . "tryptophan") (:end . 173)\n (:start . 163) (:id . 69))\n ((:tag . "VBN") (:stem . "need") (:form . "needed") (:end . 180)\n (:start . 174) (:id . 70))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 184) (:start . 181)\n (:id . 71))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 188) (:start . 185)\n (:id . 72))\n ((:tag . "NN") (:stem . "mannose") (:form . "mannose") (:end . 196)\n (:start . 189) (:id . 73))\n ((:tag . "NN") (:stem . "attachment") (:form . "attachment") (:end . 207)\n (:start . 197) (:id . 74))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 210) (:start . 208)\n (:id . 75))\n ((:tag . "VBG") (:stem . "protrude") (:form . "protruding") (:end . 221)\n (:start . 211) (:id . 76))\n ((:tag . "RB") (:stem . "outwards") (:form . "outwards") (:end . 230)\n (:start . 222) (:id . 77))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 235) (:start . 231)\n (:id . 78))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 239) (:start . 236)\n (:id . 79))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 246)\n (:start . 240) (:id . 80))\n ((:tag . "NN") (:stem . "surface") (:form . "surface") (:end . 254)\n (:start . 247) (:id . 81))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 255) (:start . 254)\n (:id . 82)))@@@1@41@((:identifiers (:sid . :s13.177) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504390@unknown@formal@none@1@S@Figure 2e reports two MOD_N-GLC_1 N-glycosylation sites on the same domain.@(((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "CD") (:stem . "2e") (:form . "2e") (:end . 9) (:start . 7)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "report") (:form . "reports") (:end . 17)\n (:start . 10) (:id . 44))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 21) (:start . 18)\n (:id . 45))\n ((:tag . "NN") (:stem . "mod_n-glc_1") (:form . "MOD_N-GLC_1") (:end . 33)\n (:start . 22) (:id . 46))\n ((:tag . "NN") (:stem . "n-glycosylation") (:form . "N-glycosylation")\n (:end . 49) (:start . 34) (:id . 47))\n ((:tag . "NNS") (:stem . "site") (:form . "sites") (:end . 55) (:start . 50)\n (:id . 48))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 58) (:start . 56)\n (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 62) (:start . 59)\n (:id . 50))\n ((:tag . "JJ") (:stem . "same") (:form . "same") (:end . 67) (:start . 63)\n (:id . 51))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 74)\n (:start . 68) (:id . 52))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 75) (:start . 74)\n (:id . 53)))@@@1@12@((:identifiers (:sid . :s13.178) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504391@unknown@formal@none@1@S@N-linked glycosylation is a co-translational process involving the transfer of an oligosaccharide chain to an asparagine residue in the protein.@(((:tag . "VBN") (:stem . "n-linke") (:form . "N-linked") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "glycosylation") (:form . "glycosylation")\n (:end . 22) (:start . 9) (:id . 43))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 25) (:start . 23)\n (:id . 44))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 27) (:start . 26)\n (:id . 45))\n ((:tag . "JJ") (:stem . "co-translational") (:form . "co-translational")\n (:end . 44) (:start . 28) (:id . 46))\n ((:tag . "NN") (:stem . "process") (:form . "process") (:end . 52)\n (:start . 45) (:id . 47))\n ((:tag . "VBG") (:stem . "involve") (:form . "involving") (:end . 62)\n (:start . 53) (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 66) (:start . 63)\n (:id . 49))\n ((:tag . "NN") (:stem . "transfer") (:form . "transfer") (:end . 75)\n (:start . 67) (:id . 50))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 78) (:start . 76)\n (:id . 51))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 81) (:start . 79)\n (:id . 52))\n ((:tag . "NN") (:stem . "oligosaccharide") (:form . "oligosaccharide")\n (:end . 97) (:start . 82) (:id . 53))\n ((:tag . "NN") (:stem . "chain") (:form . "chain") (:end . 103) (:start . 98)\n (:id . 54))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 106) (:start . 104)\n (:id . 55))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 109) (:start . 107)\n (:id . 56))\n ((:tag . "NN") (:stem . "asparagine") (:form . "asparagine") (:end . 120)\n (:start . 110) (:id . 57))\n ((:tag . "NN") (:stem . "residue") (:form . "residue") (:end . 128)\n (:start . 121) (:id . 58))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 131) (:start . 129)\n (:id . 59))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 135) (:start . 132)\n (:id . 60))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 143)\n (:start . 136) (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 144) (:start . 143)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s13.179) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504392@unknown@formal@none@1@S@In this case, one site is part of a well exposed helix whereas the other one consists of a loop with small helix overlap and it is very exposed.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "case") (:form . "case") (:end . 12) (:start . 8)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 13) (:start . 12)\n (:id . 45))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 17) (:start . 14)\n (:id . 46))\n ((:tag . "NN") (:stem . "site") (:form . "site") (:end . 22) (:start . 18)\n (:id . 47))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 25) (:start . 23)\n (:id . 48))\n ((:tag . "NN") (:stem . "part") (:form . "part") (:end . 30) (:start . 26)\n (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 33) (:start . 31)\n (:id . 50))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 35) (:start . 34)\n (:id . 51))\n ((:tag . "RB") (:stem . "well") (:form . "well") (:end . 40) (:start . 36)\n (:id . 52))\n ((:tag . "VBN") (:stem . "expose") (:form . "exposed") (:end . 48)\n (:start . 41) (:id . 53))\n ((:tag . "NN") (:stem . "helix") (:form . "helix") (:end . 54) (:start . 49)\n (:id . 54))\n ((:tag . "IN") (:stem . "whereas") (:form . "whereas") (:end . 62)\n (:start . 55) (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 66) (:start . 63)\n (:id . 56))\n ((:tag . "JJ") (:stem . "other") (:form . "other") (:end . 72) (:start . 67)\n (:id . 57))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 76) (:start . 73)\n (:id . 58))\n ((:tag . "VBZ") (:stem . "consist") (:form . "consists") (:end . 85)\n (:start . 77) (:id . 59))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 88) (:start . 86)\n (:id . 60))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 90) (:start . 89)\n (:id . 61))\n ((:tag . "NN") (:stem . "loop") (:form . "loop") (:end . 95) (:start . 91)\n (:id . 62))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 100) (:start . 96)\n (:id . 63))\n ((:tag . "JJ") (:stem . "small") (:form . "small") (:end . 106)\n (:start . 101) (:id . 64))\n ((:tag . "NN") (:stem . "helix") (:form . "helix") (:end . 112)\n (:start . 107) (:id . 65))\n ((:tag . "NN") (:stem . "overlap") (:form . "overlap") (:end . 120)\n (:start . 113) (:id . 66))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 124) (:start . 121)\n (:id . 67))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 127) (:start . 125)\n (:id . 68))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 130) (:start . 128)\n (:id . 69))\n ((:tag . "RB") (:stem . "very") (:form . "very") (:end . 135) (:start . 131)\n (:id . 70))\n ((:tag . "VBN") (:stem . "expose") (:form . "exposed") (:end . 143)\n (:start . 136) (:id . 71))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 144) (:start . 143)\n (:id . 72)))@@@1@31@((:identifiers (:sid . :s13.180) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504393@unknown@formal@none@1@S@Figure 2f, g and 2h show cases of LMs in partly buried beta strands.@(((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "2f") (:form . "2f") (:end . 9) (:start . 7)\n (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 10) (:start . 9)\n (:id . 44))\n ((:tag . "NN") (:stem . "g") (:form . "g") (:end . 12) (:start . 11)\n (:id . 45))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 16) (:start . 13)\n (:id . 46))\n ((:tag . "NN") (:stem . "2h") (:form . "2h") (:end . 19) (:start . 17)\n (:id . 47))\n ((:tag . "VBP") (:stem . "show") (:form . "show") (:end . 24) (:start . 20)\n (:id . 48))\n ((:tag . "NNS") (:stem . "case") (:form . "cases") (:end . 30) (:start . 25)\n (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 33) (:start . 31)\n (:id . 50))\n ((:tag . "NNS") (:stem . "lm") (:form . "LMs") (:end . 37) (:start . 34)\n (:id . 51))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 40) (:start . 38)\n (:id . 52))\n ((:tag . "RB") (:stem . "partly") (:form . "partly") (:end . 47)\n (:start . 41) (:id . 53))\n ((:tag . "VBN") (:stem . "bury") (:form . "buried") (:end . 54) (:start . 48)\n (:id . 54))\n ((:tag . "NN") (:stem . "beta") (:form . "beta") (:end . 59) (:start . 55)\n (:id . 55))\n ((:tag . "NNS") (:stem . "strand") (:form . "strands") (:end . 67)\n (:start . 60) (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 68) (:start . 67)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s13.181) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504394@unknown@formal@none@1@S@In figure 2f an instance of the MOD_N-GLC_1 motif is in a long edge beta strand, slightly disrupted, and quite exposed.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "figure") (:form . "figure") (:end . 9) (:start . 3)\n (:id . 43))\n ((:tag . "CD") (:stem . "2f") (:form . "2f") (:end . 12) (:start . 10)\n (:id . 44))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 15) (:start . 13)\n (:id . 45))\n ((:tag . "NN") (:stem . "instance") (:form . "instance") (:end . 24)\n (:start . 16) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 27) (:start . 25)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 31) (:start . 28)\n (:id . 48))\n ((:tag . "NN") (:stem . "mod_n-glc_1") (:form . "MOD_N-GLC_1") (:end . 43)\n (:start . 32) (:id . 49))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 49) (:start . 44)\n (:id . 50))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 52) (:start . 50)\n (:id . 51))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 55) (:start . 53)\n (:id . 52))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 57) (:start . 56)\n (:id . 53))\n ((:tag . "JJ") (:stem . "long") (:form . "long") (:end . 62) (:start . 58)\n (:id . 54))\n ((:tag . "NN") (:stem . "edge") (:form . "edge") (:end . 67) (:start . 63)\n (:id . 55))\n ((:tag . "NN") (:stem . "beta") (:form . "beta") (:end . 72) (:start . 68)\n (:id . 56))\n ((:tag . "NN") (:stem . "strand") (:form . "strand") (:end . 79)\n (:start . 73) (:id . 57))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 80) (:start . 79)\n (:id . 58))\n ((:tag . "RB") (:stem . "slightly") (:form . "slightly") (:end . 89)\n (:start . 81) (:id . 59))\n ((:tag . "VBN") (:stem . "disrupt") (:form . "disrupted") (:end . 99)\n (:start . 90) (:id . 60))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 100) (:start . 99)\n (:id . 61))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 104) (:start . 101)\n (:id . 62))\n ((:tag . "RB") (:stem . "quite") (:form . "quite") (:end . 110)\n (:start . 105) (:id . 63))\n ((:tag . "VBN") (:stem . "expose") (:form . "exposed") (:end . 118)\n (:start . 111) (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 119) (:start . 118)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s13.182) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504395@unknown@formal@none@1@S@The N-glycosylation sites of figures 2g and 2h are two examples of motifs lying on partially hidden beta strands but whose modified asparagine (involved in the functional activity) side chain is exposed to the solvent.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "n-glycosylation") (:form . "N-glycosylation")\n (:end . 19) (:start . 4) (:id . 43))\n ((:tag . "NNS") (:stem . "site") (:form . "sites") (:end . 25) (:start . 20)\n (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 28) (:start . 26)\n (:id . 45))\n ((:tag . "NNS") (:stem . "figure") (:form . "figures") (:end . 36)\n (:start . 29) (:id . 46))\n ((:tag . "NN") (:stem . "2g") (:form . "2g") (:end . 39) (:start . 37)\n (:id . 47))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 43) (:start . 40)\n (:id . 48))\n ((:tag . "NN") (:stem . "2h") (:form . "2h") (:end . 46) (:start . 44)\n (:id . 49))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 50) (:start . 47)\n (:id . 50))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 54) (:start . 51)\n (:id . 51))\n ((:tag . "NNS") (:stem . "example") (:form . "examples") (:end . 63)\n (:start . 55) (:id . 52))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 66) (:start . 64)\n (:id . 53))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 73)\n (:start . 67) (:id . 54))\n ((:tag . "VBG") (:stem . "lie") (:form . "lying") (:end . 79) (:start . 74)\n (:id . 55))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 82) (:start . 80)\n (:id . 56))\n ((:tag . "RB") (:stem . "partially") (:form . "partially") (:end . 92)\n (:start . 83) (:id . 57))\n ((:tag . "JJ") (:stem . "hidden") (:form . "hidden") (:end . 99)\n (:start . 93) (:id . 58))\n ((:tag . "NN") (:stem . "beta") (:form . "beta") (:end . 104) (:start . 100)\n (:id . 59))\n ((:tag . "NNS") (:stem . "strand") (:form . "strands") (:end . 112)\n (:start . 105) (:id . 60))\n ((:tag . "CC") (:stem . "but") (:form . "but") (:end . 116) (:start . 113)\n (:id . 61))\n ((:tag . "WP$") (:stem . "whose") (:form . "whose") (:end . 122)\n (:start . 117) (:id . 62))\n ((:tag . "VBN") (:stem . "modify") (:form . "modified") (:end . 131)\n (:start . 123) (:id . 63))\n ((:tag . "NN") (:stem . "asparagine") (:form . "asparagine") (:end . 142)\n (:start . 132) (:id . 64))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 144) (:start . 143)\n (:id . 65))\n ((:tag . "VBN") (:stem . "involve") (:form . "involved") (:end . 152)\n (:start . 144) (:id . 66))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 155) (:start . 153)\n (:id . 67))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 159) (:start . 156)\n (:id . 68))\n ((:tag . "JJ") (:stem . "functional") (:form . "functional") (:end . 170)\n (:start . 160) (:id . 69))\n ((:tag . "NN") (:stem . "activity") (:form . "activity") (:end . 179)\n (:start . 171) (:id . 70))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 180) (:start . 179)\n (:id . 71))\n ((:tag . "NN") (:stem . "side") (:form . "side") (:end . 185) (:start . 181)\n (:id . 72))\n ((:tag . "NN") (:stem . "chain") (:form . "chain") (:end . 191)\n (:start . 186) (:id . 73))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 194) (:start . 192)\n (:id . 74))\n ((:tag . "VBN") (:stem . "expose") (:form . "exposed") (:end . 202)\n (:start . 195) (:id . 75))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 205) (:start . 203)\n (:id . 76))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 209) (:start . 206)\n (:id . 77))\n ((:tag . "NN") (:stem . "solvent") (:form . "solvent") (:end . 217)\n (:start . 210) (:id . 78))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 218) (:start . 217)\n (:id . 79)))@@@1@38@((:identifiers (:sid . :s13.183) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504396@unknown@formal@none@1@S@In our benchmarking dataset, 29/158 instances belonging to 11 different LMs [marked in dark orange in additional file 6 (Table S1)] have a very low average accessibility.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "VBG") (:stem . "benchmarke") (:form . "benchmarking") (:end . 19)\n (:start . 7) (:id . 44))\n ((:tag . "NN") (:stem . "dataset") (:form . "dataset") (:end . 27)\n (:start . 20) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 28) (:start . 27)\n (:id . 46))\n ((:tag . "CD") (:stem . "29/158") (:form . "29/158") (:end . 35)\n (:start . 29) (:id . 47))\n ((:tag . "NNS") (:stem . "instance") (:form . "instances") (:end . 45)\n (:start . 36) (:id . 48))\n ((:tag . "VBG") (:stem . "belong") (:form . "belonging") (:end . 55)\n (:start . 46) (:id . 49))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 58) (:start . 56)\n (:id . 50))\n ((:tag . "CD") (:stem . "11") (:form . "11") (:end . 61) (:start . 59)\n (:id . 51))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 71)\n (:start . 62) (:id . 52))\n ((:tag . "NNS") (:stem . "lm") (:form . "LMs") (:end . 75) (:start . 72)\n (:id . 53))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 77) (:start . 76)\n (:id . 54))\n ((:tag . "VBN") (:stem . "mark") (:form . "marked") (:end . 83) (:start . 77)\n (:id . 55))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 86) (:start . 84)\n (:id . 56))\n ((:tag . "JJ") (:stem . "dark") (:form . "dark") (:end . 91) (:start . 87)\n (:id . 57))\n ((:tag . "NN") (:stem . "orange") (:form . "orange") (:end . 98)\n (:start . 92) (:id . 58))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 101) (:start . 99)\n (:id . 59))\n ((:tag . "JJ") (:stem . "additional") (:form . "additional") (:end . 112)\n (:start . 102) (:id . 60))\n ((:tag . "NN") (:stem . "file") (:form . "file") (:end . 117) (:start . 113)\n (:id . 61))\n ((:tag . "CD") (:stem . "6") (:form . "6") (:end . 119) (:start . 118)\n (:id . 62))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 121) (:start . 120)\n (:id . 63))\n ((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 126)\n (:start . 121) (:id . 64))\n ((:tag . "NNP") (:stem . "S1") (:form . "S1") (:end . 129) (:start . 127)\n (:id . 65))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 130) (:start . 129)\n (:id . 66))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 131) (:start . 130)\n (:id . 67))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 136) (:start . 132)\n (:id . 68))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 138) (:start . 137)\n (:id . 69))\n ((:tag . "RB") (:stem . "very") (:form . "very") (:end . 143) (:start . 139)\n (:id . 70))\n ((:tag . "JJ") (:stem . "low") (:form . "low") (:end . 147) (:start . 144)\n (:id . 71))\n ((:tag . "JJ") (:stem . "average") (:form . "average") (:end . 155)\n (:start . 148) (:id . 72))\n ((:tag . "NN") (:stem . "accessibility") (:form . "accessibility")\n (:end . 169) (:start . 156) (:id . 73))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 170) (:start . 169)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s13.184) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504397@unknown@formal@none@1@S@In 15/29 of these instances, however, residues belonging to non-wildcard positions in the LM regular expression (e.g. the two tryptophans in the C-Mannosylation site regular expression W..W) display equal or higher accessibility values as opposed to wildcard positions (marked in bold in the acc_nwc column of Table S1, additional file 6).@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "CD") (:stem . "15/29") (:form . "15/29") (:end . 8) (:start . 3)\n (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 17) (:start . 12)\n (:id . 45))\n ((:tag . "NNS") (:stem . "instance") (:form . "instances") (:end . 27)\n (:start . 18) (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 28) (:start . 27)\n (:id . 47))\n ((:tag . "RB") (:stem . "however") (:form . "however") (:end . 36)\n (:start . 29) (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 37) (:start . 36)\n (:id . 49))\n ((:tag . "NNS") (:stem . "residue") (:form . "residues") (:end . 46)\n (:start . 38) (:id . 50))\n ((:tag . "VBG") (:stem . "belong") (:form . "belonging") (:end . 56)\n (:start . 47) (:id . 51))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 59) (:start . 57)\n (:id . 52))\n ((:tag . "JJ") (:stem . "non-wildcard") (:form . "non-wildcard") (:end . 72)\n (:start . 60) (:id . 53))\n ((:tag . "NNS") (:stem . "position") (:form . "positions") (:end . 82)\n (:start . 73) (:id . 54))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 85) (:start . 83)\n (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 89) (:start . 86)\n (:id . 56))\n ((:tag . "NNP") (:stem . "LM") (:form . "LM") (:end . 92) (:start . 90)\n (:id . 57))\n ((:tag . "JJ") (:stem . "regular") (:form . "regular") (:end . 100)\n (:start . 93) (:id . 58))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 111)\n (:start . 101) (:id . 59))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 113) (:start . 112)\n (:id . 60))\n ((:tag . "FW") (:stem . "e.g.") (:form . "e.g.") (:end . 117) (:start . 113)\n (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 121) (:start . 118)\n (:id . 62))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 125) (:start . 122)\n (:id . 63))\n ((:tag . "NNS") (:stem . "tryptophan") (:form . "tryptophans") (:end . 137)\n (:start . 126) (:id . 64))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 140) (:start . 138)\n (:id . 65))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 144) (:start . 141)\n (:id . 66))\n ((:tag . "NN") (:stem . "c-mannosylation") (:form . "C-Mannosylation")\n (:end . 160) (:start . 145) (:id . 67))\n ((:tag . "NN") (:stem . "site") (:form . "site") (:end . 165) (:start . 161)\n (:id . 68))\n ((:tag . "JJ") (:stem . "regular") (:form . "regular") (:end . 173)\n (:start . 166) (:id . 69))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 184)\n (:start . 174) (:id . 70))\n ((:tag . "NNP") (:stem . "W..W") (:form . "W..W") (:end . 189) (:start . 185)\n (:id . 71))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 190) (:start . 189)\n (:id . 72))\n ((:tag . "VBP") (:stem . "display") (:form . "display") (:end . 198)\n (:start . 191) (:id . 73))\n ((:tag . "JJ") (:stem . "equal") (:form . "equal") (:end . 204)\n (:start . 199) (:id . 74))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 207) (:start . 205)\n (:id . 75))\n ((:tag . "JJR") (:stem . "high") (:form . "higher") (:end . 214)\n (:start . 208) (:id . 76))\n ((:tag . "NN") (:stem . "accessibility") (:form . "accessibility")\n (:end . 228) (:start . 215) (:id . 77))\n ((:tag . "NNS") (:stem . "value") (:form . "values") (:end . 235)\n (:start . 229) (:id . 78))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 238) (:start . 236)\n (:id . 79))\n ((:tag . "VBN") (:stem . "oppose") (:form . "opposed") (:end . 246)\n (:start . 239) (:id . 80))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 249) (:start . 247)\n (:id . 81))\n ((:tag . "JJ") (:stem . "wildcard") (:form . "wildcard") (:end . 258)\n (:start . 250) (:id . 82))\n ((:tag . "NNS") (:stem . "position") (:form . "positions") (:end . 268)\n (:start . 259) (:id . 83))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 270) (:start . 269)\n (:id . 84))\n ((:tag . "VBN") (:stem . "mark") (:form . "marked") (:end . 276)\n (:start . 270) (:id . 85))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 279) (:start . 277)\n (:id . 86))\n ((:tag . "NN") (:stem . "bold") (:form . "bold") (:end . 284) (:start . 280)\n (:id . 87))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 287) (:start . 285)\n (:id . 88))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 291) (:start . 288)\n (:id . 89))\n ((:tag . "NN") (:stem . "acc_nwc") (:form . "acc_nwc") (:end . 299)\n (:start . 292) (:id . 90))\n ((:tag . "NN") (:stem . "column") (:form . "column") (:end . 306)\n (:start . 300) (:id . 91))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 309) (:start . 307)\n (:id . 92))\n ((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 315)\n (:start . 310) (:id . 93))\n ((:tag . "NNP") (:stem . "S1") (:form . "S1") (:end . 318) (:start . 316)\n (:id . 94))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 319) (:start . 318)\n (:id . 95))\n ((:tag . "JJ") (:stem . "additional") (:form . "additional") (:end . 330)\n (:start . 320) (:id . 96))\n ((:tag . "NN") (:stem . "file") (:form . "file") (:end . 335) (:start . 331)\n (:id . 97))\n ((:tag . "CD") (:stem . "6") (:form . "6") (:end . 337) (:start . 336)\n (:id . 98))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 338) (:start . 337)\n (:id . 99))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 339) (:start . 338)\n (:id . 100)))@@@1@59@((:identifiers (:sid . :s13.185) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504398@unknown@formal@none@1@S@This seems reasonable since LMs are involved in protein interactions and the non-wildcard positions specify LM function.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "seem") (:form . "seems") (:end . 10) (:start . 5)\n (:id . 43))\n ((:tag . "JJ") (:stem . "reasonable") (:form . "reasonable") (:end . 21)\n (:start . 11) (:id . 44))\n ((:tag . "IN") (:stem . "since") (:form . "since") (:end . 27) (:start . 22)\n (:id . 45))\n ((:tag . "NNS") (:stem . "lm") (:form . "LMs") (:end . 31) (:start . 28)\n (:id . 46))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 35) (:start . 32)\n (:id . 47))\n ((:tag . "VBN") (:stem . "involve") (:form . "involved") (:end . 44)\n (:start . 36) (:id . 48))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 47) (:start . 45)\n (:id . 49))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 55)\n (:start . 48) (:id . 50))\n ((:tag . "NNS") (:stem . "interaction") (:form . "interactions") (:end . 68)\n (:start . 56) (:id . 51))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 72) (:start . 69)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 76) (:start . 73)\n (:id . 53))\n ((:tag . "JJ") (:stem . "non-wildcard") (:form . "non-wildcard") (:end . 89)\n (:start . 77) (:id . 54))\n ((:tag . "NNS") (:stem . "position") (:form . "positions") (:end . 99)\n (:start . 90) (:id . 55))\n ((:tag . "VBP") (:stem . "specify") (:form . "specify") (:end . 107)\n (:start . 100) (:id . 56))\n ((:tag . "NNP") (:stem . "LM") (:form . "LM") (:end . 110) (:start . 108)\n (:id . 57))\n ((:tag . "NN") (:stem . "function") (:form . "function") (:end . 119)\n (:start . 111) (:id . 58))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 120) (:start . 119)\n (:id . 59)))@@@1@18@((:identifiers (:sid . :s13.186) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504399@unknown@formal@none@1@S@Importantly, this trend is not seen in the case of LM false positive matches, an observation which helped us to improve the benchmark set as it brought to light some poorly annotated instances.@(((:tag . "RB") (:stem . "importantly") (:form . "Importantly") (:end . 11)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 43))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 17) (:start . 13)\n (:id . 44))\n ((:tag . "NN") (:stem . "trend") (:form . "trend") (:end . 23) (:start . 18)\n (:id . 45))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 26) (:start . 24)\n (:id . 46))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 30) (:start . 27)\n (:id . 47))\n ((:tag . "VBN") (:stem . "see") (:form . "seen") (:end . 35) (:start . 31)\n (:id . 48))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 38) (:start . 36)\n (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 42) (:start . 39)\n (:id . 50))\n ((:tag . "NN") (:stem . "case") (:form . "case") (:end . 47) (:start . 43)\n (:id . 51))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 50) (:start . 48)\n (:id . 52))\n ((:tag . "NNP") (:stem . "LM") (:form . "LM") (:end . 53) (:start . 51)\n (:id . 53))\n ((:tag . "JJ") (:stem . "false") (:form . "false") (:end . 59) (:start . 54)\n (:id . 54))\n ((:tag . "JJ") (:stem . "positive") (:form . "positive") (:end . 68)\n (:start . 60) (:id . 55))\n ((:tag . "NNS") (:stem . "match") (:form . "matches") (:end . 76)\n (:start . 69) (:id . 56))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 77) (:start . 76)\n (:id . 57))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 80) (:start . 78)\n (:id . 58))\n ((:tag . "NN") (:stem . "observation") (:form . "observation") (:end . 92)\n (:start . 81) (:id . 59))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 98) (:start . 93)\n (:id . 60))\n ((:tag . "VBD") (:stem . "help") (:form . "helped") (:end . 105)\n (:start . 99) (:id . 61))\n ((:tag . "PRP") (:stem . "us") (:form . "us") (:end . 108) (:start . 106)\n (:id . 62))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 111) (:start . 109)\n (:id . 63))\n ((:tag . "VB") (:stem . "improve") (:form . "improve") (:end . 119)\n (:start . 112) (:id . 64))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 123) (:start . 120)\n (:id . 65))\n ((:tag . "JJ") (:stem . "benchmark") (:form . "benchmark") (:end . 133)\n (:start . 124) (:id . 66))\n ((:tag . "NN") (:stem . "set") (:form . "set") (:end . 137) (:start . 134)\n (:id . 67))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 140) (:start . 138)\n (:id . 68))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 143) (:start . 141)\n (:id . 69))\n ((:tag . "VBD") (:stem . "bring") (:form . "brought") (:end . 151)\n (:start . 144) (:id . 70))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 154) (:start . 152)\n (:id . 71))\n ((:tag . "VB") (:stem . "light") (:form . "light") (:end . 160)\n (:start . 155) (:id . 72))\n ((:tag . "DT") (:stem . "some") (:form . "some") (:end . 165) (:start . 161)\n (:id . 73))\n ((:tag . "RB") (:stem . "poorly") (:form . "poorly") (:end . 172)\n (:start . 166) (:id . 74))\n ((:tag . "VBN") (:stem . "annotate") (:form . "annotated") (:end . 182)\n (:start . 173) (:id . 75))\n ((:tag . "NNS") (:stem . "instance") (:form . "instances") (:end . 192)\n (:start . 183) (:id . 76))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 193) (:start . 192)\n (:id . 77)))@@@1@36@((:identifiers (:sid . :s13.187) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504400@unknown@formal@none@1@S@See additional file 1 for details.@(((:tag . "VB") (:stem . "see") (:form . "See") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "additional") (:form . "additional") (:end . 14)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "file") (:form . "file") (:end . 19) (:start . 15)\n (:id . 44))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 21) (:start . 20)\n (:id . 45))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 25) (:start . 22)\n (:id . 46))\n ((:tag . "NNS") (:stem . "detail") (:form . "details") (:end . 33)\n (:start . 26) (:id . 47))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 34) (:start . 33)\n (:id . 48)))@@@1@7@((:identifiers (:sid . :s13.188) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504401@unknown@formal@none@1@S@In the benchmark dataset there are a few cases (10/158) of almost completely buried true motif instances, i.e. displaying an average relative accessibility < 0.2 on the non-wildcard positions.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "JJ") (:stem . "benchmark") (:form . "benchmark") (:end . 16)\n (:start . 7) (:id . 44))\n ((:tag . "NN") (:stem . "dataset") (:form . "dataset") (:end . 24)\n (:start . 17) (:id . 45))\n ((:tag . "EX") (:stem . "there") (:form . "there") (:end . 30) (:start . 25)\n (:id . 46))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 34) (:start . 31)\n (:id . 47))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 36) (:start . 35)\n (:id . 48))\n ((:tag . "JJ") (:stem . "few") (:form . "few") (:end . 40) (:start . 37)\n (:id . 49))\n ((:tag . "NNS") (:stem . "case") (:form . "cases") (:end . 46) (:start . 41)\n (:id . 50))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 48) (:start . 47)\n (:id . 51))\n ((:tag . "CD") (:stem . "10/158") (:form . "10/158") (:end . 54)\n (:start . 48) (:id . 52))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 55) (:start . 54)\n (:id . 53))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 58) (:start . 56)\n (:id . 54))\n ((:tag . "RB") (:stem . "almost") (:form . "almost") (:end . 65)\n (:start . 59) (:id . 55))\n ((:tag . "RB") (:stem . "completely") (:form . "completely") (:end . 76)\n (:start . 66) (:id . 56))\n ((:tag . "VBN") (:stem . "bury") (:form . "buried") (:end . 83) (:start . 77)\n (:id . 57))\n ((:tag . "JJ") (:stem . "true") (:form . "true") (:end . 88) (:start . 84)\n (:id . 58))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 94) (:start . 89)\n (:id . 59))\n ((:tag . "NNS") (:stem . "instance") (:form . "instances") (:end . 104)\n (:start . 95) (:id . 60))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 105) (:start . 104)\n (:id . 61))\n ((:tag . "FW") (:stem . "i.e.") (:form . "i.e.") (:end . 110) (:start . 106)\n (:id . 62))\n ((:tag . "VBG") (:stem . "display") (:form . "displaying") (:end . 121)\n (:start . 111) (:id . 63))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 124) (:start . 122)\n (:id . 64))\n ((:tag . "JJ") (:stem . "average") (:form . "average") (:end . 132)\n (:start . 125) (:id . 65))\n ((:tag . "JJ") (:stem . "relative") (:form . "relative") (:end . 141)\n (:start . 133) (:id . 66))\n ((:tag . "NN") (:stem . "accessibility") (:form . "accessibility")\n (:end . 155) (:start . 142) (:id . 67))\n ((:tag . "SYM") (:stem . "<") (:form . "<") (:end . 157) (:start . 156)\n (:id . 68))\n ((:tag . "CD") (:stem . "0.2") (:form . "0.2") (:end . 161) (:start . 158)\n (:id . 69))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 164) (:start . 162)\n (:id . 70))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 168) (:start . 165)\n (:id . 71))\n ((:tag . "JJ") (:stem . "non-wildcard") (:form . "non-wildcard") (:end . 181)\n (:start . 169) (:id . 72))\n ((:tag . "NNS") (:stem . "position") (:form . "positions") (:end . 191)\n (:start . 182) (:id . 73))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 192) (:start . 191)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s13.189) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504402@unknown@formal@none@1@S@We analysed them one by one by manual inspection and concluded that they fall in one of two situations: either their functional residue(s), or at least their side chains, are favourably oriented outwards from the domain surface (see additional file 1, additional file 6, and Figure 2g and 2h), or an allosteric effect is either known or reasonable to hypothesize.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "analyse") (:form . "analysed") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . "PRP") (:stem . "them") (:form . "them") (:end . 16) (:start . 12)\n (:id . 44))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 20) (:start . 17)\n (:id . 45))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 23) (:start . 21)\n (:id . 46))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 27) (:start . 24)\n (:id . 47))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 30) (:start . 28)\n (:id . 48))\n ((:tag . "JJ") (:stem . "manual") (:form . "manual") (:end . 37)\n (:start . 31) (:id . 49))\n ((:tag . "NN") (:stem . "inspection") (:form . "inspection") (:end . 48)\n (:start . 38) (:id . 50))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 52) (:start . 49)\n (:id . 51))\n ((:tag . "VBD") (:stem . "conclude") (:form . "concluded") (:end . 62)\n (:start . 53) (:id . 52))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 67) (:start . 63)\n (:id . 53))\n ((:tag . "PRP") (:stem . "they") (:form . "they") (:end . 72) (:start . 68)\n (:id . 54))\n ((:tag . "VBP") (:stem . "fall") (:form . "fall") (:end . 77) (:start . 73)\n (:id . 55))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 80) (:start . 78)\n (:id . 56))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 84) (:start . 81)\n (:id . 57))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 87) (:start . 85)\n (:id . 58))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 91) (:start . 88)\n (:id . 59))\n ((:tag . "NNS") (:stem . "situation") (:form . "situations") (:end . 102)\n (:start . 92) (:id . 60))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 103) (:start . 102)\n (:id . 61))\n ((:tag . "CC") (:stem . "either") (:form . "either") (:end . 110)\n (:start . 104) (:id . 62))\n ((:tag . "PRP$") (:stem . "their") (:form . "their") (:end . 116)\n (:start . 111) (:id . 63))\n ((:tag . "JJ") (:stem . "functional") (:form . "functional") (:end . 127)\n (:start . 117) (:id . 64))\n ((:tag . "NN") (:stem . "residue(s)") (:form . "residue(s)") (:end . 138)\n (:start . 128) (:id . 65))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 139) (:start . 138)\n (:id . 66))\n ((:tag . "CC") (:stem . "or") (:form . 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"JJ") (:stem . "additional") (:form . "additional") (:end . 262)\n (:start . 252) (:id . 88))\n ((:tag . "NN") (:stem . "file") (:form . "file") (:end . 267) (:start . 263)\n (:id . 89))\n ((:tag . "CD") (:stem . "6") (:form . "6") (:end . 269) (:start . 268)\n (:id . 90))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 270) (:start . 269)\n (:id . 91))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 274) (:start . 271)\n (:id . 92))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 281)\n (:start . 275) (:id . 93))\n ((:tag . "NN") (:stem . "2g") (:form . "2g") (:end . 284) (:start . 282)\n (:id . 94))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 288) (:start . 285)\n (:id . 95))\n ((:tag . "NN") (:stem . "2h") (:form . "2h") (:end . 291) (:start . 289)\n (:id . 96))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 292) (:start . 291)\n (:id . 97))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 293) (:start . 292)\n (:id . 98))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 296) (:start . 294)\n (:id . 99))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 299) (:start . 297)\n (:id . 100))\n ((:tag . "JJ") (:stem . "allosteric") (:form . "allosteric") (:end . 310)\n (:start . 300) (:id . 101))\n ((:tag . "NN") (:stem . "effect") (:form . "effect") (:end . 317)\n (:start . 311) (:id . 102))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 320) (:start . 318)\n (:id . 103))\n ((:tag . "RB") (:stem . "either") (:form . "either") (:end . 327)\n (:start . 321) (:id . 104))\n ((:tag . "VBN") (:stem . "know") (:form . "known") (:end . 333)\n (:start . 328) (:id . 105))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 336) (:start . 334)\n (:id . 106))\n ((:tag . "JJ") (:stem . "reasonable") (:form . "reasonable") (:end . 347)\n (:start . 337) (:id . 107))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 350) (:start . 348)\n (:id . 108))\n ((:tag . "VB") (:stem . "hypothesize") (:form . "hypothesize") (:end . 362)\n (:start . 351) (:id . 109))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 363) (:start . 362)\n (:id . 110)))@@@1@69@((:identifiers (:sid . :s13.190) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504403@unknown@formal@none@1@S@Additional file 1 reports details and specific examples.@(((:tag . "JJ") (:stem . "additional") (:form . "Additional") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "file") (:form . "file") (:end . 15) (:start . 11)\n (:id . 43))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 17) (:start . 16)\n (:id . 44))\n ((:tag . "VBZ") (:stem . "report") (:form . "reports") (:end . 25)\n (:start . 18) (:id . 45))\n ((:tag . "NNS") (:stem . "detail") (:form . "details") (:end . 33)\n (:start . 26) (:id . 46))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 37) (:start . 34)\n (:id . 47))\n ((:tag . "JJ") (:stem . "specific") (:form . "specific") (:end . 46)\n (:start . 38) (:id . 48))\n ((:tag . "NNS") (:stem . "example") (:form . "examples") (:end . 55)\n (:start . 47) (:id . 49))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 56) (:start . 55)\n (:id . 50)))@@@1@9@((:identifiers (:sid . :s13.191) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504404@unknown@formal@none@1@S@Discussion@(((:tag . "NN") (:stem . "discussion") (:form . "Discussion") (:end . 10)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s13.192) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5504405@unknown@formal@none@1@S@We have set up a procedure to help in the discrimination of true from false positive LM matches, that is based on the information coming from two important features inherent to the 3D structure of proteins: accessibility to the solvent and secondary structure element.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "VBN") (:stem . "set") (:form . "set") (:end . 11) (:start . 8)\n (:id . 44))\n ((:tag . "RP") (:stem . "up") (:form . "up") (:end . 14) (:start . 12)\n (:id . 45))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 16) (:start . 15)\n (:id . 46))\n ((:tag . "NN") (:stem . "procedure") (:form . "procedure") (:end . 26)\n (:start . 17) (:id . 47))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 29) (:start . 27)\n (:id . 48))\n ((:tag . "VB") (:stem . "help") (:form . "help") (:end . 34) (:start . 30)\n (:id . 49))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 37) (:start . 35)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 41) (:start . 38)\n (:id . 51))\n ((:tag . "NN") (:stem . "discrimination") (:form . "discrimination")\n (:end . 56) (:start . 42) (:id . 52))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 59) (:start . 57)\n (:id . 53))\n ((:tag . "JJ") (:stem . "true") (:form . "true") (:end . 64) (:start . 60)\n (:id . 54))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 69) (:start . 65)\n (:id . 55))\n ((:tag . "JJ") (:stem . "false") (:form . "false") (:end . 75) (:start . 70)\n (:id . 56))\n ((:tag . "JJ") (:stem . "positive") (:form . "positive") (:end . 84)\n (:start . 76) (:id . 57))\n ((:tag . "NNP") (:stem . "LM") (:form . "LM") (:end . 87) (:start . 85)\n (:id . 58))\n ((:tag . "NNS") (:stem . "match") (:form . "matches") (:end . 95)\n (:start . 88) (:id . 59))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 96) (:start . 95)\n (:id . 60))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 101) (:start . 97)\n (:id . 61))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 104) (:start . 102)\n (:id . 62))\n ((:tag . "VBN") (:stem . "base") (:form . "based") (:end . 110)\n (:start . 105) (:id . 63))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 113) (:start . 111)\n (:id . 64))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 117) (:start . 114)\n (:id . 65))\n ((:tag . "NN") (:stem . "information") (:form . "information") (:end . 129)\n (:start . 118) (:id . 66))\n ((:tag . "VBG") (:stem . "come") (:form . "coming") (:end . 136)\n (:start . 130) (:id . 67))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 141) (:start . 137)\n (:id . 68))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 145) (:start . 142)\n (:id . 69))\n ((:tag . "JJ") (:stem . "important") (:form . "important") (:end . 155)\n (:start . 146) (:id . 70))\n ((:tag . "NNS") (:stem . "feature") (:form . "features") (:end . 164)\n (:start . 156) (:id . 71))\n ((:tag . "JJ") (:stem . "inherent") (:form . "inherent") (:end . 173)\n (:start . 165) (:id . 72))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 176) (:start . 174)\n (:id . 73))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 180) (:start . 177)\n (:id . 74))\n ((:tag . "NN") (:stem . "3d") (:form . "3D") (:end . 183) (:start . 181)\n (:id . 75))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 193)\n (:start . 184) (:id . 76))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 196) (:start . 194)\n (:id . 77))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 205)\n (:start . 197) (:id . 78))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 206) (:start . 205)\n (:id . 79))\n ((:tag . "NN") (:stem . "accessibility") (:form . "accessibility")\n (:end . 220) (:start . 207) (:id . 80))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 223) (:start . 221)\n (:id . 81))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 227) (:start . 224)\n (:id . 82))\n ((:tag . "JJ") (:stem . "solvent") (:form . "solvent") (:end . 235)\n (:start . 228) (:id . 83))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 239) (:start . 236)\n (:id . 84))\n ((:tag . "JJ") (:stem . "secondary") (:form . "secondary") (:end . 249)\n (:start . 240) (:id . 85))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 259)\n (:start . 250) (:id . 86))\n ((:tag . "NN") (:stem . "element") (:form . "element") (:end . 267)\n (:start . 260) (:id . 87))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 268) (:start . 267)\n (:id . 88)))@@@1@47@((:identifiers (:sid . :s13.193) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504406@unknown@formal@none@1@S@The fact that functional LMs tend to be in flexible and accessible regions of proteins is biologically sound and is furthermore supported by the structural analysis of experimentally validated instances of LMs carried out in this work.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "fact") (:form . "fact") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 13) (:start . 9)\n (:id . 44))\n ((:tag . "JJ") (:stem . "functional") (:form . "functional") (:end . 24)\n (:start . 14) (:id . 45))\n ((:tag . "NNS") (:stem . "lm") (:form . "LMs") (:end . 28) (:start . 25)\n (:id . 46))\n ((:tag . "VBP") (:stem . "tend") (:form . "tend") (:end . 33) (:start . 29)\n (:id . 47))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 36) (:start . 34)\n (:id . 48))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 39) (:start . 37)\n (:id . 49))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 42) (:start . 40)\n (:id . 50))\n ((:tag . "JJ") (:stem . "flexible") (:form . "flexible") (:end . 51)\n (:start . 43) (:id . 51))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 55) (:start . 52)\n (:id . 52))\n ((:tag . "JJ") (:stem . "accessible") (:form . "accessible") (:end . 66)\n (:start . 56) (:id . 53))\n ((:tag . "NNS") (:stem . "region") (:form . "regions") (:end . 74)\n (:start . 67) (:id . 54))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 77) (:start . 75)\n (:id . 55))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 86)\n (:start . 78) (:id . 56))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 89) (:start . 87)\n (:id . 57))\n ((:tag . "RB") (:stem . "biologically") (:form . "biologically") (:end . 102)\n (:start . 90) (:id . 58))\n ((:tag . "JJ") (:stem . "sound") (:form . "sound") (:end . 108)\n (:start . 103) (:id . 59))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 112) (:start . 109)\n (:id . 60))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 115) (:start . 113)\n (:id . 61))\n ((:tag . "RB") (:stem . "furthermore") (:form . "furthermore") (:end . 127)\n (:start . 116) (:id . 62))\n ((:tag . "VBN") (:stem . "support") (:form . "supported") (:end . 137)\n (:start . 128) (:id . 63))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 140) (:start . 138)\n (:id . 64))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 144) (:start . 141)\n (:id . 65))\n ((:tag . "JJ") (:stem . "structural") (:form . "structural") (:end . 155)\n (:start . 145) (:id . 66))\n ((:tag . "NN") (:stem . "analysis") (:form . "analysis") (:end . 164)\n (:start . 156) (:id . 67))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 167) (:start . 165)\n (:id . 68))\n ((:tag . "RB") (:stem . "experimentally") (:form . "experimentally")\n (:end . 182) (:start . 168) (:id . 69))\n ((:tag . "VBN") (:stem . "validate") (:form . "validated") (:end . 192)\n (:start . 183) (:id . 70))\n ((:tag . "NNS") (:stem . "instance") (:form . "instances") (:end . 202)\n (:start . 193) (:id . 71))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 205) (:start . 203)\n (:id . 72))\n ((:tag . "NNS") (:stem . "lm") (:form . "LMs") (:end . 209) (:start . 206)\n (:id . 73))\n ((:tag . "VBN") (:stem . "carry") (:form . "carried") (:end . 217)\n (:start . 210) (:id . 74))\n ((:tag . "RP") (:stem . "out") (:form . "out") (:end . 221) (:start . 218)\n (:id . 75))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 224) (:start . 222)\n (:id . 76))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 229) (:start . 225)\n (:id . 77))\n ((:tag . "NN") (:stem . "work") (:form . "work") (:end . 234) (:start . 230)\n (:id . 78))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 235) (:start . 234)\n (:id . 79)))@@@1@38@((:identifiers (:sid . :s13.194) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504407@unknown@formal@none@1@S@As a consequence, our approach will advise a user against considering a match as a true motif if it resides in an unfavourable structural context.@(((:tag . "IN") (:stem . "as") (:form . "As") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 4) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "consequence") (:form . "consequence") (:end . 16)\n (:start . 5) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 17) (:start . 16)\n (:id . 45))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 21) (:start . 18)\n (:id . 46))\n ((:tag . "NN") (:stem . "approach") (:form . "approach") (:end . 30)\n (:start . 22) (:id . 47))\n ((:tag . "MD") (:stem . "will") (:form . "will") (:end . 35) (:start . 31)\n (:id . 48))\n ((:tag . "VB") (:stem . "advise") (:form . "advise") (:end . 42)\n (:start . 36) (:id . 49))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 44) (:start . 43)\n (:id . 50))\n ((:tag . "NN") (:stem . "user") (:form . "user") (:end . 49) (:start . 45)\n (:id . 51))\n ((:tag . "IN") (:stem . "against") (:form . "against") (:end . 57)\n (:start . 50) (:id . 52))\n ((:tag . "VBG") (:stem . "consider") (:form . "considering") (:end . 69)\n (:start . 58) (:id . 53))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 71) (:start . 70)\n (:id . 54))\n ((:tag . "NN") (:stem . "match") (:form . "match") (:end . 77) (:start . 72)\n (:id . 55))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 80) (:start . 78)\n (:id . 56))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 82) (:start . 81)\n (:id . 57))\n ((:tag . "JJ") (:stem . "true") (:form . "true") (:end . 87) (:start . 83)\n (:id . 58))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 93) (:start . 88)\n (:id . 59))\n ((:tag . "IN") (:stem . "if") (:form . "if") (:end . 96) (:start . 94)\n (:id . 60))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 99) (:start . 97)\n (:id . 61))\n ((:tag . "VBZ") (:stem . "reside") (:form . "resides") (:end . 107)\n (:start . 100) (:id . 62))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 110) (:start . 108)\n (:id . 63))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 113) (:start . 111)\n (:id . 64))\n ((:tag . "JJ") (:stem . "unfavourable") (:form . "unfavourable") (:end . 126)\n (:start . 114) (:id . 65))\n ((:tag . "JJ") (:stem . "structural") (:form . "structural") (:end . 137)\n (:start . 127) (:id . 66))\n ((:tag . "NN") (:stem . "context") (:form . "context") (:end . 145)\n (:start . 138) (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 146) (:start . 145)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s13.195) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504408@unknown@formal@none@1@S@Nevertheless, the function of proteins can be regulated by an assortment of different mechanisms, and allosteric modifications or unusual LM position and/or conformation are infrequent but possible.@(((:tag . "RB") (:stem . "nevertheless") (:form . "Nevertheless") (:end . 12)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 13) (:start . 12)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 17) (:start . 14)\n (:id . 44))\n ((:tag . "NN") (:stem . "function") (:form . "function") (:end . 26)\n (:start . 18) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 29) (:start . 27)\n (:id . 46))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 38)\n (:start . 30) (:id . 47))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 42) (:start . 39)\n (:id . 48))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 45) (:start . 43)\n (:id . 49))\n ((:tag . "VBN") (:stem . "regulate") (:form . "regulated") (:end . 55)\n (:start . 46) (:id . 50))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 58) (:start . 56)\n (:id . 51))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 61) (:start . 59)\n (:id . 52))\n ((:tag . "NN") (:stem . "assortment") (:form . "assortment") (:end . 72)\n (:start . 62) (:id . 53))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 75) (:start . 73)\n (:id . 54))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 85)\n (:start . 76) (:id . 55))\n ((:tag . "NNS") (:stem . "mechanism") (:form . "mechanisms") (:end . 96)\n (:start . 86) (:id . 56))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 97) (:start . 96)\n (:id . 57))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 101) (:start . 98)\n (:id . 58))\n ((:tag . "JJ") (:stem . "allosteric") (:form . "allosteric") (:end . 112)\n (:start . 102) (:id . 59))\n ((:tag . "NNS") (:stem . "modification") (:form . "modifications")\n (:end . 126) (:start . 113) (:id . 60))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 129) (:start . 127)\n (:id . 61))\n ((:tag . "JJ") (:stem . "unusual") (:form . "unusual") (:end . 137)\n (:start . 130) (:id . 62))\n ((:tag . "NNP") (:stem . "LM") (:form . "LM") (:end . 140) (:start . 138)\n (:id . 63))\n ((:tag . "NN") (:stem . "position") (:form . "position") (:end . 149)\n (:start . 141) (:id . 64))\n ((:tag . "CC") (:stem . "and/or") (:form . "and/or") (:end . 156)\n (:start . 150) (:id . 65))\n ((:tag . "NN") (:stem . "conformation") (:form . "conformation") (:end . 169)\n (:start . 157) (:id . 66))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 173) (:start . 170)\n (:id . 67))\n ((:tag . "JJ") (:stem . "infrequent") (:form . "infrequent") (:end . 184)\n (:start . 174) (:id . 68))\n ((:tag . "CC") (:stem . "but") (:form . "but") (:end . 188) (:start . 185)\n (:id . 69))\n ((:tag . "JJ") (:stem . "possible") (:form . "possible") (:end . 197)\n (:start . 189) (:id . 70))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 198) (:start . 197)\n (:id . 71)))@@@1@30@((:hcues ((:id . :x13.196.1) (:span 189 197)))\n (:hscopes ((:id . :x13.196.1) (:span 102 197)))\n (:identifiers (:sid . :s13.196) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504409@unknown@formal@none@1@S@In this sense, we encourage the user to carefully evaluate the possibility that a hidden motif can become exposed upon protein interaction and to use the ELM structure filter cum grano salis, i.e. not as a deterministic predictor but rather by exploiting the supplied 3D information on LM predictions as a supplement to a prior knowledge of the LM biological context.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "sense") (:form . "sense") (:end . 13) (:start . 8)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . 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"RB") (:stem . "not") (:form . "not") (:end . 200) (:start . 197)\n (:id . 77))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 203) (:start . 201)\n (:id . 78))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 205) (:start . 204)\n (:id . 79))\n ((:tag . "JJ") (:stem . "deterministic") (:form . "deterministic")\n (:end . 219) (:start . 206) (:id . 80))\n ((:tag . "NN") (:stem . "predictor") (:form . "predictor") (:end . 229)\n (:start . 220) (:id . 81))\n ((:tag . "CC") (:stem . "but") (:form . "but") (:end . 233) (:start . 230)\n (:id . 82))\n ((:tag . "RB") (:stem . "rather") (:form . "rather") (:end . 240)\n (:start . 234) (:id . 83))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 243) (:start . 241)\n (:id . 84))\n ((:tag . "VBG") (:stem . "exploit") (:form . "exploiting") (:end . 254)\n (:start . 244) (:id . 85))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 258) (:start . 255)\n (:id . 86))\n ((:tag . "VBN") (:stem . "supply") (:form . "supplied") (:end . 267)\n (:start . 259) (:id . 87))\n ((:tag . "NN") (:stem . "3d") (:form . "3D") (:end . 270) (:start . 268)\n (:id . 88))\n ((:tag . "NN") (:stem . "information") (:form . "information") (:end . 282)\n (:start . 271) (:id . 89))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 285) (:start . 283)\n (:id . 90))\n ((:tag . "NNP") (:stem . "LM") (:form . "LM") (:end . 288) (:start . 286)\n (:id . 91))\n ((:tag . "NNS") (:stem . "prediction") (:form . "predictions") (:end . 300)\n (:start . 289) (:id . 92))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 303) (:start . 301)\n (:id . 93))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 305) (:start . 304)\n (:id . 94))\n ((:tag . "NN") (:stem . "supplement") (:form . "supplement") (:end . 316)\n (:start . 306) (:id . 95))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 319) (:start . 317)\n (:id . 96))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 321) (:start . 320)\n (:id . 97))\n ((:tag . "JJ") (:stem . "prior") (:form . "prior") (:end . 327)\n (:start . 322) (:id . 98))\n ((:tag . "NN") (:stem . "knowledge") (:form . "knowledge") (:end . 337)\n (:start . 328) (:id . 99))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 340) (:start . 338)\n (:id . 100))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 344) (:start . 341)\n (:id . 101))\n ((:tag . "NNP") (:stem . "LM") (:form . "LM") (:end . 347) (:start . 345)\n (:id . 102))\n ((:tag . "JJ") (:stem . "biological") (:form . "biological") (:end . 358)\n (:start . 348) (:id . 103))\n ((:tag . "NN") (:stem . "context") (:form . "context") (:end . 366)\n (:start . 359) (:id . 104))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 367) (:start . 366)\n (:id . 105)))@@@1@64@((:hcues ((:id . :x13.197.1) (:span 95 98)) ((:id . :x13.197.2) (:span 50 74)))\n (:hscopes ((:id . :x13.197.1) (:span 95 138))\n ((:id . :x13.197.2) (:span 50 366)))\n (:identifiers (:sid . :s13.197) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504410@unknown@formal@none@1@S@The ELM resource now provides three ways to aid the user about structural context for the query sequence.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "ELM") (:form . "ELM") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "resource") (:form . "resource") (:end . 16)\n (:start . 8) (:id . 44))\n ((:tag . "RB") (:stem . "now") (:form . "now") (:end . 20) (:start . 17)\n (:id . 45))\n ((:tag . "VBZ") (:stem . "provide") (:form . "provides") (:end . 29)\n (:start . 21) (:id . 46))\n ((:tag . "CD") (:stem . "three") (:form . "three") (:end . 35) (:start . 30)\n (:id . 47))\n ((:tag . "NNS") (:stem . "way") (:form . "ways") (:end . 40) (:start . 36)\n (:id . 48))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 43) (:start . 41)\n (:id . 49))\n ((:tag . "VB") (:stem . "aid") (:form . "aid") (:end . 47) (:start . 44)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 51) (:start . 48)\n (:id . 51))\n ((:tag . "NN") (:stem . "user") (:form . "user") (:end . 56) (:start . 52)\n (:id . 52))\n ((:tag . "IN") (:stem . "about") (:form . "about") (:end . 62) (:start . 57)\n (:id . 53))\n ((:tag . "JJ") (:stem . "structural") (:form . "structural") (:end . 73)\n (:start . 63) (:id . 54))\n ((:tag . "NN") (:stem . "context") (:form . "context") (:end . 81)\n (:start . 74) (:id . 55))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 85) (:start . 82)\n (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 89) (:start . 86)\n (:id . 57))\n ((:tag . "NN") (:stem . "query") (:form . "query") (:end . 95) (:start . 90)\n (:id . 58))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 104)\n (:start . 96) (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 105) (:start . 104)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s13.198) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504411@unknown@formal@none@1@S@The disorder predictor GlobPlot highlights potential motif-rich regions that are likely to be intrinsically unstructured.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "disorder") (:form . "disorder") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "predictor") (:form . "predictor") (:end . 22)\n (:start . 13) (:id . 44))\n ((:tag . "NN") (:stem . "globplot") (:form . "GlobPlot") (:end . 31)\n (:start . 23) (:id . 45))\n ((:tag . "VBZ") (:stem . "highlight") (:form . "highlights") (:end . 42)\n (:start . 32) (:id . 46))\n ((:tag . "JJ") (:stem . "potential") (:form . "potential") (:end . 52)\n (:start . 43) (:id . 47))\n ((:tag . "JJ") (:stem . "motif-rich") (:form . "motif-rich") (:end . 63)\n (:start . 53) (:id . 48))\n ((:tag . "NNS") (:stem . "region") (:form . "regions") (:end . 71)\n (:start . 64) (:id . 49))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 76) (:start . 72)\n (:id . 50))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 80) (:start . 77)\n (:id . 51))\n ((:tag . "JJ") (:stem . "likely") (:form . "likely") (:end . 87)\n (:start . 81) (:id . 52))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 90) (:start . 88)\n (:id . 53))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 93) (:start . 91)\n (:id . 54))\n ((:tag . "RB") (:stem . "intrinsically") (:form . "intrinsically")\n (:end . 107) (:start . 94) (:id . 55))\n ((:tag . "JJ") (:stem . "unstructured") (:form . "unstructured") (:end . 120)\n (:start . 108) (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 121) (:start . 120)\n (:id . 57)))@@@1@16@((:hcues ((:id . :x13.199.1) (:span 81 87)) ((:id . :x13.199.2) (:span 43 52)))\n (:hscopes ((:id . :x13.199.1) (:span 77 120))\n ((:id . :x13.199.2) (:span 43 71)))\n (:identifiers (:sid . :s13.199) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504412@unknown@formal@none@1@S@SMART and Pfam domains define regions of well-defined globular structure where LMs are expected to be rare.@(((:tag . "NN") (:stem . "smart") (:form . "SMART") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 9) (:start . 6)\n (:id . 43))\n ((:tag . "NN") (:stem . "pfam") (:form . "Pfam") (:end . 14) (:start . 10)\n (:id . 44))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 22)\n (:start . 15) (:id . 45))\n ((:tag . "VBP") (:stem . 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"to") (:end . 98) (:start . 96)\n (:id . 56))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 101) (:start . 99)\n (:id . 57))\n ((:tag . "JJ") (:stem . "rare") (:form . "rare") (:end . 106) (:start . 102)\n (:id . 58))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 107) (:start . 106)\n (:id . 59)))@@@1@18@((:identifiers (:sid . :s13.200) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504413@unknown@formal@none@1@S@Where it can be applied, the new structure filter now provides a benchmarked estimate of LM likelihood.@(((:tag . "WRB") (:stem . "where") (:form . "Where") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 8) (:start . 6)\n (:id . 43))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 12) (:start . 9)\n (:id . 44))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 15) (:start . 13)\n (:id . 45))\n ((:tag . "VBN") (:stem . "apply") (:form . "applied") (:end . 23)\n (:start . 16) (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 24) (:start . 23)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 28) (:start . 25)\n (:id . 48))\n ((:tag . "JJ") (:stem . "new") (:form . "new") (:end . 32) (:start . 29)\n (:id . 49))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 42)\n (:start . 33) (:id . 50))\n ((:tag . "NN") (:stem . "filter") (:form . "filter") (:end . 49)\n (:start . 43) (:id . 51))\n ((:tag . "RB") (:stem . "now") (:form . "now") (:end . 53) (:start . 50)\n (:id . 52))\n ((:tag . "VBZ") (:stem . "provide") (:form . "provides") (:end . 62)\n (:start . 54) (:id . 53))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 64) (:start . 63)\n (:id . 54))\n ((:tag . "JJ") (:stem . "benchmarked") (:form . "benchmarked") (:end . 76)\n (:start . 65) (:id . 55))\n ((:tag . "NN") (:stem . "estimate") (:form . "estimate") (:end . 85)\n (:start . 77) (:id . 56))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 88) (:start . 86)\n (:id . 57))\n ((:tag . "NNP") (:stem . "LM") (:form . "LM") (:end . 91) (:start . 89)\n (:id . 58))\n ((:tag . "NN") (:stem . "likelihood") (:form . "likelihood") (:end . 102)\n (:start . 92) (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 103) (:start . 102)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s13.201) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504414@unknown@formal@none@1@S@MnM has taken a different approach to structural context, a single score for each pattern match being provided by an accessibility prediction algorithm, SPS [24,48].@(((:tag . "NNP") (:stem . "MnM") (:form . "MnM") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "VBN") (:stem . "take") (:form . 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"IN") (:stem . "for") (:form . "for") (:end . 76) (:start . 73)\n (:id . 55))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 81) (:start . 77)\n (:id . 56))\n ((:tag . "NN") (:stem . "pattern") (:form . "pattern") (:end . 89)\n (:start . 82) (:id . 57))\n ((:tag . "NN") (:stem . "match") (:form . "match") (:end . 95) (:start . 90)\n (:id . 58))\n ((:tag . "VBG") (:stem . "be") (:form . "being") (:end . 101) (:start . 96)\n (:id . 59))\n ((:tag . "VBN") (:stem . "provide") (:form . "provided") (:end . 110)\n (:start . 102) (:id . 60))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 113) (:start . 111)\n (:id . 61))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 116) (:start . 114)\n (:id . 62))\n ((:tag . "NN") (:stem . "accessibility") (:form . "accessibility")\n (:end . 130) (:start . 117) (:id . 63))\n ((:tag . "NN") (:stem . "prediction") (:form . "prediction") (:end . 141)\n (:start . 131) (:id . 64))\n ((:tag . "NN") (:stem . "algorithm") (:form . "algorithm") (:end . 151)\n (:start . 142) (:id . 65))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 152) (:start . 151)\n (:id . 66))\n ((:tag . "NNP") (:stem . "SPS") (:form . "SPS") (:end . 156) (:start . 153)\n (:id . 67))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 158) (:start . 157)\n (:id . 68))\n ((:tag . "CD") (:stem . "24,48") (:form . "24,48") (:end . 163)\n (:start . 158) (:id . 69))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 164) (:start . 163)\n (:id . 70))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 165) (:start . 164)\n (:id . 71)))@@@1@30@((:identifiers (:sid . :s13.202) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504415@unknown@formal@none@1@S@While MnM does not supply domain and tertiary structural information that is highly informative to the user, an accessibility predictor does have a unique value for a substantial fraction of protein sequence space that is predicted to be globular but is not known to be related to a solved domain structure.@(((:tag . "IN") (:stem . "while") (:form . "While") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "MnM") (:form . "MnM") (:end . 9) (:start . 6)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "do") (:form . "does") (:end . 14) (:start . 10)\n (:id . 44))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 18) (:start . 15)\n (:id . 45))\n ((:tag . "VB") (:stem . "supply") (:form . "supply") (:end . 25)\n (:start . 19) (:id . 46))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 32)\n (:start . 26) (:id . 47))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 36) (:start . 33)\n (:id . 48))\n ((:tag . "JJ") (:stem . "tertiary") (:form . "tertiary") (:end . 45)\n (:start . 37) (:id . 49))\n ((:tag . "JJ") (:stem . "structural") (:form . "structural") (:end . 56)\n (:start . 46) (:id . 50))\n ((:tag . "NN") (:stem . "information") (:form . "information") (:end . 68)\n (:start . 57) (:id . 51))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 73) (:start . 69)\n (:id . 52))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 76) (:start . 74)\n (:id . 53))\n ((:tag . "RB") (:stem . "highly") (:form . "highly") (:end . 83)\n (:start . 77) (:id . 54))\n ((:tag . "JJ") (:stem . "informative") (:form . "informative") (:end . 95)\n (:start . 84) (:id . 55))\n ((:tag . "TO") (:stem . "to") (:form . 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"NN") (:stem . "value") (:form . "value") (:end . 160)\n (:start . 155) (:id . 67))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 164) (:start . 161)\n (:id . 68))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 166) (:start . 165)\n (:id . 69))\n ((:tag . "JJ") (:stem . "substantial") (:form . "substantial") (:end . 178)\n (:start . 167) (:id . 70))\n ((:tag . "NN") (:stem . "fraction") (:form . "fraction") (:end . 187)\n (:start . 179) (:id . 71))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 190) (:start . 188)\n (:id . 72))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 198)\n (:start . 191) (:id . 73))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 207)\n (:start . 199) (:id . 74))\n ((:tag . "NN") (:stem . "space") (:form . "space") (:end . 213)\n (:start . 208) (:id . 75))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 218) (:start . 214)\n (:id . 76))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 221) (:start . 219)\n (:id . 77))\n ((:tag . "VBN") (:stem . "predict") (:form . "predicted") (:end . 231)\n (:start . 222) (:id . 78))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 234) (:start . 232)\n (:id . 79))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 237) (:start . 235)\n (:id . 80))\n ((:tag . "JJ") (:stem . "globular") (:form . "globular") (:end . 246)\n (:start . 238) (:id . 81))\n ((:tag . "CC") (:stem . "but") (:form . "but") (:end . 250) (:start . 247)\n (:id . 82))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 253) (:start . 251)\n (:id . 83))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 257) (:start . 254)\n (:id . 84))\n ((:tag . "VBN") (:stem . "know") (:form . "known") (:end . 263)\n (:start . 258) (:id . 85))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 266) (:start . 264)\n (:id . 86))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 269) (:start . 267)\n (:id . 87))\n ((:tag . "JJ") (:stem . "related") (:form . "related") (:end . 277)\n (:start . 270) (:id . 88))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 280) (:start . 278)\n (:id . 89))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 282) (:start . 281)\n (:id . 90))\n ((:tag . "VBN") (:stem . "solve") (:form . "solved") (:end . 289)\n (:start . 283) (:id . 91))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 296)\n (:start . 290) (:id . 92))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 306)\n (:start . 297) (:id . 93))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 307) (:start . 306)\n (:id . 94)))@@@1@53@((:identifiers (:sid . :s13.203) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504416@unknown@formal@none@1@S@In future, we may also consider introducing a predictive accessibility filter into ELM for poorly characterised globular peptide segments.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "future") (:form . "future") (:end . 9) (:start . 3)\n (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 10) (:start . 9)\n (:id . 44))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 13) (:start . 11)\n (:id . 45))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 17) (:start . 14)\n (:id . 46))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 22) (:start . 18)\n (:id . 47))\n ((:tag . "VB") (:stem . "consider") (:form . "consider") (:end . 31)\n (:start . 23) (:id . 48))\n ((:tag . "VBG") (:stem . "introduce") (:form . "introducing") (:end . 43)\n (:start . 32) (:id . 49))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 45) (:start . 44)\n (:id . 50))\n ((:tag . "JJ") (:stem . "predictive") (:form . "predictive") (:end . 56)\n (:start . 46) (:id . 51))\n ((:tag . "NN") (:stem . "accessibility") (:form . "accessibility")\n (:end . 70) (:start . 57) (:id . 52))\n ((:tag . "NN") (:stem . "filter") (:form . "filter") (:end . 77)\n (:start . 71) (:id . 53))\n ((:tag . "IN") (:stem . "into") (:form . "into") (:end . 82) (:start . 78)\n (:id . 54))\n ((:tag . "NNP") (:stem . "ELM") (:form . "ELM") (:end . 86) (:start . 83)\n (:id . 55))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 90) (:start . 87)\n (:id . 56))\n ((:tag . "RB") (:stem . "poorly") (:form . "poorly") (:end . 97)\n (:start . 91) (:id . 57))\n ((:tag . "VBN") (:stem . "characterise") (:form . "characterised")\n (:end . 111) (:start . 98) (:id . 58))\n ((:tag . "JJ") (:stem . "globular") (:form . "globular") (:end . 120)\n (:start . 112) (:id . 59))\n ((:tag . "NN") (:stem . "peptide") (:form . "peptide") (:end . 128)\n (:start . 121) (:id . 60))\n ((:tag . "NNS") (:stem . "segment") (:form . "segments") (:end . 137)\n (:start . 129) (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 138) (:start . 137)\n (:id . 62)))@@@1@21@((:hcues ((:id . :x13.204.1) (:span 14 17)))\n (:hscopes ((:id . :x13.204.1) (:span 14 137)))\n (:identifiers (:sid . :s13.204) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504417@unknown@formal@none@1@S@There are many algorithms in the literature, with the current best performing reported to be NetSurfP and Real_SPINE [49,50].@(((:tag . "EX") (:stem . "there") (:form . "There") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 9) (:start . 6)\n (:id . 43))\n ((:tag . "JJ") (:stem . "many") (:form . "many") (:end . 14) (:start . 10)\n (:id . 44))\n ((:tag . "NNS") (:stem . "algorithm") (:form . "algorithms") (:end . 25)\n (:start . 15) (:id . 45))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 28) (:start . 26)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . 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"NNP") (:stem . "NetSurfP") (:form . "NetSurfP") (:end . 101)\n (:start . 93) (:id . 58))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 105) (:start . 102)\n (:id . 59))\n ((:tag . "NNP") (:stem . "Real_SPINE") (:form . "Real_SPINE") (:end . 116)\n (:start . 106) (:id . 60))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 118) (:start . 117)\n (:id . 61))\n ((:tag . "CD") (:stem . "49,50") (:form . "49,50") (:end . 123)\n (:start . 118) (:id . 62))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 124) (:start . 123)\n (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 125) (:start . 124)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s13.205) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504418@unknown@formal@none@1@S@Besides the results on the structure filter discrimination power presented in this work, we want to point out that the process of developing the structure filter has already proven of value to the ELM resource.@(((:tag . "IN") (:stem . "besides") (:form . "Besides") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 11) (:start . 8)\n (:id . 43))\n ((:tag . "NNS") (:stem . "result") (:form . "results") (:end . 19)\n (:start . 12) (:id . 44))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 22) (:start . 20)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 26) (:start . 23)\n (:id . 46))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 36)\n (:start . 27) (:id . 47))\n ((:tag . "NN") (:stem . "filter") (:form . "filter") (:end . 43)\n (:start . 37) (:id . 48))\n ((:tag . "NN") (:stem . "discrimination") (:form . "discrimination")\n (:end . 58) (:start . 44) (:id . 49))\n ((:tag . "NN") (:stem . "power") (:form . "power") (:end . 64) (:start . 59)\n (:id . 50))\n ((:tag . "VBN") (:stem . "present") (:form . "presented") (:end . 74)\n (:start . 65) (:id . 51))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 77) (:start . 75)\n (:id . 52))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 82) (:start . 78)\n (:id . 53))\n ((:tag . "NN") (:stem . "work") (:form . "work") (:end . 87) (:start . 83)\n (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 88) (:start . 87)\n (:id . 55))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 91) (:start . 89)\n (:id . 56))\n ((:tag . "VBP") (:stem . "want") (:form . "want") (:end . 96) (:start . 92)\n (:id . 57))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 99) (:start . 97)\n (:id . 58))\n ((:tag . "VB") (:stem . "point") (:form . "point") (:end . 105)\n (:start . 100) (:id . 59))\n ((:tag . "RP") (:stem . "out") (:form . "out") (:end . 109) (:start . 106)\n (:id . 60))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 114) (:start . 110)\n (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 118) (:start . 115)\n (:id . 62))\n ((:tag . "NN") (:stem . "process") (:form . "process") (:end . 126)\n (:start . 119) (:id . 63))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 129) (:start . 127)\n (:id . 64))\n ((:tag . "VBG") (:stem . "develop") (:form . "developing") (:end . 140)\n (:start . 130) (:id . 65))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 144) (:start . 141)\n (:id . 66))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 154)\n (:start . 145) (:id . 67))\n ((:tag . "NN") (:stem . "filter") (:form . "filter") (:end . 161)\n (:start . 155) (:id . 68))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 165) (:start . 162)\n (:id . 69))\n ((:tag . "RB") (:stem . "already") (:form . "already") (:end . 173)\n (:start . 166) (:id . 70))\n ((:tag . "VBN") (:stem . "prove") (:form . "proven") (:end . 180)\n (:start . 174) (:id . 71))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 183) (:start . 181)\n (:id . 72))\n ((:tag . "NN") (:stem . "value") (:form . "value") (:end . 189)\n (:start . 184) (:id . 73))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 192) (:start . 190)\n (:id . 74))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 196) (:start . 193)\n (:id . 75))\n ((:tag . "NNP") (:stem . "ELM") (:form . "ELM") (:end . 200) (:start . 197)\n (:id . 76))\n ((:tag . "NN") (:stem . "resource") (:form . "resource") (:end . 209)\n (:start . 201) (:id . 77))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 210) (:start . 209)\n (:id . 78)))@@@1@37@((:identifiers (:sid . :s13.206) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504419@unknown@formal@none@1@S@The structural analysis of annotated motifs reported in section 2.1 highlighted a number of questionable motifs that turned out to be incorrectly annotated with weak or conflicting support in the literature.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "structural") (:form . "structural") (:end . 14)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "analysis") (:form . "analysis") (:end . 23)\n (:start . 15) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 26) (:start . 24)\n (:id . 45))\n ((:tag . "VBN") (:stem . "annotate") (:form . "annotated") (:end . 36)\n (:start . 27) (:id . 46))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 43)\n (:start . 37) (:id . 47))\n ((:tag . "VBN") (:stem . "report") (:form . "reported") (:end . 52)\n (:start . 44) (:id . 48))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 55) (:start . 53)\n (:id . 49))\n ((:tag . "NN") (:stem . "section") (:form . "section") (:end . 63)\n (:start . 56) (:id . 50))\n ((:tag . "CD") (:stem . "2.1") (:form . "2.1") (:end . 67) (:start . 64)\n (:id . 51))\n ((:tag . "VBD") (:stem . "highlight") (:form . "highlighted") (:end . 79)\n (:start . 68) (:id . 52))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 81) (:start . 80)\n (:id . 53))\n ((:tag . "NN") (:stem . "number") (:form . "number") (:end . 88)\n (:start . 82) (:id . 54))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 91) (:start . 89)\n (:id . 55))\n ((:tag . "JJ") (:stem . "questionable") (:form . "questionable") (:end . 104)\n (:start . 92) (:id . 56))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 111)\n (:start . 105) (:id . 57))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 116) (:start . 112)\n (:id . 58))\n ((:tag . "VBD") (:stem . "turn") (:form . "turned") (:end . 123)\n (:start . 117) (:id . 59))\n ((:tag . "RP") (:stem . "out") (:form . "out") (:end . 127) (:start . 124)\n (:id . 60))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 130) (:start . 128)\n (:id . 61))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 133) (:start . 131)\n (:id . 62))\n ((:tag . "RB") (:stem . "incorrectly") (:form . "incorrectly") (:end . 145)\n (:start . 134) (:id . 63))\n ((:tag . "VBN") (:stem . "annotate") (:form . "annotated") (:end . 155)\n (:start . 146) (:id . 64))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 160) (:start . 156)\n (:id . 65))\n ((:tag . "JJ") (:stem . "weak") (:form . "weak") (:end . 165) (:start . 161)\n (:id . 66))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 168) (:start . 166)\n (:id . 67))\n ((:tag . "VBG") (:stem . "conflict") (:form . "conflicting") (:end . 180)\n (:start . 169) (:id . 68))\n ((:tag . "NN") (:stem . "support") (:form . "support") (:end . 188)\n (:start . 181) (:id . 69))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 191) (:start . 189)\n (:id . 70))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 195) (:start . 192)\n (:id . 71))\n ((:tag . "NN") (:stem . "literature") (:form . "literature") (:end . 206)\n (:start . 196) (:id . 72))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 207) (:start . 206)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s13.207) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504420@unknown@formal@none@1@S@In this regard, experimentalists should be aware that accurate annotation of LMs concurs with developing effective methodologies aimed at identifying new putative motifs and that inference of shortlists of candidate true motifs is especially useful to reduce the number of assays needed to experimentally validate a new LM.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "regard") (:form . "regard") (:end . 14) (:start . 8)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 15) (:start . 14)\n (:id . 45))\n ((:tag . "NNS") (:stem . "experimentalist") (:form . 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"with") (:end . 93) (:start . 89)\n (:id . 56))\n ((:tag . "VBG") (:stem . "develop") (:form . "developing") (:end . 104)\n (:start . 94) (:id . 57))\n ((:tag . "JJ") (:stem . "effective") (:form . "effective") (:end . 114)\n (:start . 105) (:id . 58))\n ((:tag . "NNS") (:stem . "methodology") (:form . "methodologies")\n (:end . 128) (:start . 115) (:id . 59))\n ((:tag . "VBN") (:stem . "aim") (:form . "aimed") (:end . 134) (:start . 129)\n (:id . 60))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 137) (:start . 135)\n (:id . 61))\n ((:tag . "VBG") (:stem . "identify") (:form . "identifying") (:end . 149)\n (:start . 138) (:id . 62))\n ((:tag . "JJ") (:stem . "new") (:form . "new") (:end . 153) (:start . 150)\n (:id . 63))\n ((:tag . "JJ") (:stem . "putative") (:form . "putative") (:end . 162)\n (:start . 154) (:id . 64))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 169)\n (:start . 163) (:id . 65))\n ((:tag . "CC") (:stem . "and") (:form . 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"experimentally")\n (:end . 304) (:start . 290) (:id . 86))\n ((:tag . "VB") (:stem . "validate") (:form . "validate") (:end . 313)\n (:start . 305) (:id . 87))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 315) (:start . 314)\n (:id . 88))\n ((:tag . "JJ") (:stem . "new") (:form . "new") (:end . 319) (:start . 316)\n (:id . 89))\n ((:tag . "NNP") (:stem . "LM") (:form . "LM") (:end . 322) (:start . 320)\n (:id . 90))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 323) (:start . 322)\n (:id . 91)))@@@1@50@((:identifiers (:sid . :s13.208) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504421@unknown@formal@none@1@S@Thus, the experimental strategy adopted to detect functional motifs plays a fundamental role and incorporating some simple stratagems in experimental protocols might crucially help in reducing the number of false motifs in the literature.@(((:tag . "RB") (:stem . "thus") (:form . "Thus") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 5) (:start . 4) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 9) (:start . 6)\n (:id . 44))\n ((:tag . "JJ") (:stem . "experimental") (:form . "experimental") (:end . 22)\n (:start . 10) (:id . 45))\n ((:tag . "NN") (:stem . "strategy") (:form . "strategy") (:end . 31)\n (:start . 23) (:id . 46))\n ((:tag . "VBN") (:stem . "adopt") (:form . "adopted") (:end . 39)\n (:start . 32) (:id . 47))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 42) (:start . 40)\n (:id . 48))\n ((:tag . "VB") (:stem . "detect") (:form . "detect") (:end . 49)\n (:start . 43) (:id . 49))\n ((:tag . "JJ") (:stem . "functional") (:form . "functional") (:end . 60)\n (:start . 50) (:id . 50))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 67)\n (:start . 61) (:id . 51))\n ((:tag . "VBZ") (:stem . "play") (:form . "plays") (:end . 73) (:start . 68)\n (:id . 52))\n ((:tag . 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"protocol") (:form . "protocols") (:end . 159)\n (:start . 150) (:id . 63))\n ((:tag . "MD") (:stem . "might") (:form . "might") (:end . 165)\n (:start . 160) (:id . 64))\n ((:tag . "RB") (:stem . "crucially") (:form . "crucially") (:end . 175)\n (:start . 166) (:id . 65))\n ((:tag . "VB") (:stem . "help") (:form . "help") (:end . 180) (:start . 176)\n (:id . 66))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 183) (:start . 181)\n (:id . 67))\n ((:tag . "VBG") (:stem . "reduce") (:form . "reducing") (:end . 192)\n (:start . 184) (:id . 68))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 196) (:start . 193)\n (:id . 69))\n ((:tag . "NN") (:stem . "number") (:form . "number") (:end . 203)\n (:start . 197) (:id . 70))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 206) (:start . 204)\n (:id . 71))\n ((:tag . "JJ") (:stem . "false") (:form . "false") (:end . 212)\n (:start . 207) (:id . 72))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 219)\n (:start . 213) (:id . 73))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 222) (:start . 220)\n (:id . 74))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 226) (:start . 223)\n (:id . 75))\n ((:tag . "NN") (:stem . "literature") (:form . "literature") (:end . 237)\n (:start . 227) (:id . 76))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 238) (:start . 237)\n (:id . 77)))@@@1@36@((:hcues ((:id . :x13.209.1) (:span 160 165)))\n (:hscopes ((:id . :x13.209.1) (:span 160 237)))\n (:identifiers (:sid . :s13.209) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504422@unknown@formal@none@1@S@We consider a pair of much too rarely undertaken controls to be especially important when candidate motifs are mutated [4]: (1)@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "consider") (:form . "consider") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 13) (:start . 12)\n (:id . 44))\n ((:tag . "NN") (:stem . "pair") (:form . "pair") (:end . 18) (:start . 14)\n (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 21) (:start . 19)\n (:id . 46))\n ((:tag . "RB") (:stem . "much") (:form . "much") (:end . 26) (:start . 22)\n (:id . 47))\n ((:tag . "RB") (:stem . "too") (:form . "too") (:end . 30) (:start . 27)\n (:id . 48))\n ((:tag . "RB") (:stem . "rarely") (:form . "rarely") (:end . 37)\n (:start . 31) (:id . 49))\n ((:tag . "VBN") (:stem . "undertake") (:form . "undertaken") (:end . 48)\n (:start . 38) (:id . 50))\n ((:tag . "NNS") (:stem . "control") (:form . "controls") (:end . 57)\n (:start . 49) (:id . 51))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 60) (:start . 58)\n (:id . 52))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 63) (:start . 61)\n (:id . 53))\n ((:tag . "RB") (:stem . 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":") (:end . 123) (:start . 122)\n (:id . 64))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 125) (:start . 124)\n (:id . 65))\n ((:tag . "LS") (:stem . "1") (:form . "1") (:end . 126) (:start . 125)\n (:id . 66))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 127) (:start . 126)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s13.210) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504423@unknown@formal@none@1@S@Check if the motif mutation unfolds the protein by cloning in a tagged expression construct that allows fast and easy purification of the protein and examine folding status by e.g. circular dichroism (or NMR if available); (2)@(((:tag . "VB") (:stem . "check") (:form . "Check") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "IN") (:stem . "if") (:form . "if") (:end . 8) (:start . 6)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 12) (:start . 9)\n (:id . 44))\n ((:tag . 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"expression") (:end . 81)\n (:start . 71) (:id . 55))\n ((:tag . "NN") (:stem . "construct") (:form . "construct") (:end . 91)\n (:start . 82) (:id . 56))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 96) (:start . 92)\n (:id . 57))\n ((:tag . "VBZ") (:stem . "allow") (:form . "allows") (:end . 103)\n (:start . 97) (:id . 58))\n ((:tag . "JJ") (:stem . "fast") (:form . "fast") (:end . 108) (:start . 104)\n (:id . 59))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 112) (:start . 109)\n (:id . 60))\n ((:tag . "JJ") (:stem . "easy") (:form . "easy") (:end . 117) (:start . 113)\n (:id . 61))\n ((:tag . "NN") (:stem . "purification") (:form . "purification") (:end . 130)\n (:start . 118) (:id . 62))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 133) (:start . 131)\n (:id . 63))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 137) (:start . 134)\n (:id . 64))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 145)\n (:start . 138) (:id . 65))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 149) (:start . 146)\n (:id . 66))\n ((:tag . "NN") (:stem . "examine") (:form . "examine") (:end . 157)\n (:start . 150) (:id . 67))\n ((:tag . "NN") (:stem . "folding") (:form . "folding") (:end . 165)\n (:start . 158) (:id . 68))\n ((:tag . "NN") (:stem . "status") (:form . "status") (:end . 172)\n (:start . 166) (:id . 69))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 175) (:start . 173)\n (:id . 70))\n ((:tag . "FW") (:stem . "e.g.") (:form . "e.g.") (:end . 180) (:start . 176)\n (:id . 71))\n ((:tag . "JJ") (:stem . "circular") (:form . "circular") (:end . 189)\n (:start . 181) (:id . 72))\n ((:tag . "NN") (:stem . "dichroism") (:form . "dichroism") (:end . 199)\n (:start . 190) (:id . 73))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 201) (:start . 200)\n (:id . 74))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 203) (:start . 201)\n (:id . 75))\n ((:tag . "NN") (:stem . "nmr") (:form . "NMR") (:end . 207) (:start . 204)\n (:id . 76))\n ((:tag . "IN") (:stem . "if") (:form . "if") (:end . 210) (:start . 208)\n (:id . 77))\n ((:tag . "JJ") (:stem . "available") (:form . "available") (:end . 220)\n (:start . 211) (:id . 78))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 221) (:start . 220)\n (:id . 79))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 222) (:start . 221)\n (:id . 80))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 224) (:start . 223)\n (:id . 81))\n ((:tag . "LS") (:stem . "2") (:form . "2") (:end . 225) (:start . 224)\n (:id . 82))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 226) (:start . 225)\n (:id . 83)))@@@1@42@((:hcues ((:id . :x13.211.1) (:span 6 8)))\n (:hscopes ((:id . :x13.211.1) (:span 6 145)))\n (:identifiers (:sid . :s13.211) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504424@unknown@formal@none@1@S@When transfecting with mutated proteins, examine the cells by microscopy for intracellular amyloid caused by massive overexpression of unfolded protein and, if it is present, then reason out why the assay is misleading (e.g. remember that amyloids are not subject to ubiquitin-mediated destruction processes so destruction box and degron motif mutation assays give misleading results).@(((:tag . "WRB") (:stem . "when") (:form . "When") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "VBG") (:stem . "transfecte") (:form . "transfecting") (:end . 17)\n (:start . 5) (:id . 43))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 22) (:start . 18)\n (:id . 44))\n ((:tag . "VBN") (:stem . "mutate") (:form . "mutated") (:end . 30)\n (:start . 23) (:id . 45))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 39)\n (:start . 31) (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 40) (:start . 39)\n (:id . 47))\n ((:tag . "VB") (:stem . "examine") (:form . "examine") (:end . 48)\n (:start . 41) (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 52) (:start . 49)\n (:id . 49))\n ((:tag . "NNS") (:stem . "cell") (:form . "cells") (:end . 58) (:start . 53)\n (:id . 50))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 61) (:start . 59)\n (:id . 51))\n ((:tag . "NN") (:stem . "microscopy") (:form . "microscopy") (:end . 72)\n (:start . 62) (:id . 52))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 76) (:start . 73)\n (:id . 53))\n ((:tag . "JJ") (:stem . "intracellular") (:form . "intracellular")\n (:end . 90) (:start . 77) (:id . 54))\n ((:tag . "NN") (:stem . "amyloid") (:form . "amyloid") (:end . 98)\n (:start . 91) (:id . 55))\n ((:tag . "VBN") (:stem . "cause") (:form . "caused") (:end . 105)\n (:start . 99) (:id . 56))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 108) (:start . 106)\n (:id . 57))\n ((:tag . "JJ") (:stem . "massive") (:form . "massive") (:end . 116)\n (:start . 109) (:id . 58))\n ((:tag . "NN") (:stem . "overexpression") (:form . "overexpression")\n (:end . 131) (:start . 117) (:id . 59))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 134) (:start . 132)\n (:id . 60))\n ((:tag . "JJ") (:stem . "unfolded") (:form . "unfolded") (:end . 143)\n (:start . 135) (:id . 61))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 151)\n (:start . 144) (:id . 62))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 155) (:start . 152)\n (:id . 63))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 156) (:start . 155)\n (:id . 64))\n ((:tag . "IN") (:stem . "if") (:form . "if") (:end . 159) (:start . 157)\n (:id . 65))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 162) (:start . 160)\n (:id . 66))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 165) (:start . 163)\n (:id . 67))\n ((:tag . "JJ") (:stem . "present") (:form . "present") (:end . 173)\n (:start . 166) (:id . 68))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 174) (:start . 173)\n (:id . 69))\n ((:tag . "RB") (:stem . "then") (:form . "then") (:end . 179) (:start . 175)\n (:id . 70))\n ((:tag . "VB") (:stem . "reason") (:form . "reason") (:end . 186)\n (:start . 180) (:id . 71))\n ((:tag . "RP") (:stem . "out") (:form . "out") (:end . 190) (:start . 187)\n (:id . 72))\n ((:tag . "WRB") (:stem . "why") (:form . "why") (:end . 194) (:start . 191)\n (:id . 73))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 198) (:start . 195)\n (:id . 74))\n ((:tag . "NN") (:stem . 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"subject") (:end . 263)\n (:start . 256) (:id . 85))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 266) (:start . 264)\n (:id . 86))\n ((:tag . "JJ") (:stem . "ubiquitin-mediated") (:form . "ubiquitin-mediated")\n (:end . 285) (:start . 267) (:id . 87))\n ((:tag . "NN") (:stem . "destruction") (:form . "destruction") (:end . 297)\n (:start . 286) (:id . 88))\n ((:tag . "NNS") (:stem . "process") (:form . "processes") (:end . 307)\n (:start . 298) (:id . 89))\n ((:tag . "IN") (:stem . "so") (:form . "so") (:end . 310) (:start . 308)\n (:id . 90))\n ((:tag . "NN") (:stem . "destruction") (:form . "destruction") (:end . 322)\n (:start . 311) (:id . 91))\n ((:tag . "NN") (:stem . "box") (:form . "box") (:end . 326) (:start . 323)\n (:id . 92))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 330) (:start . 327)\n (:id . 93))\n ((:tag . "NN") (:stem . "degron") (:form . "degron") (:end . 337)\n (:start . 331) (:id . 94))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 343)\n (:start . 338) (:id . 95))\n ((:tag . "NN") (:stem . "mutation") (:form . "mutation") (:end . 352)\n (:start . 344) (:id . 96))\n ((:tag . "NNS") (:stem . "assay") (:form . "assays") (:end . 359)\n (:start . 353) (:id . 97))\n ((:tag . "VBP") (:stem . "give") (:form . "give") (:end . 364) (:start . 360)\n (:id . 98))\n ((:tag . "VBG") (:stem . "mislead") (:form . "misleading") (:end . 375)\n (:start . 365) (:id . 99))\n ((:tag . "NNS") (:stem . "result") (:form . "results") (:end . 383)\n (:start . 376) (:id . 100))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 384) (:start . 383)\n (:id . 101))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 385) (:start . 384)\n (:id . 102)))@@@1@61@((:identifiers (:sid . :s13.212) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504425@unknown@formal@none@1@S@We expect that the predictive power of the structure filter can be improved as more data becomes available.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "expect") (:form . "expect") (:end . 9) (:start . 3)\n (:id . 43))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 14) (:start . 10)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 18) (:start . 15)\n (:id . 45))\n ((:tag . "JJ") (:stem . "predictive") (:form . "predictive") (:end . 29)\n (:start . 19) (:id . 46))\n ((:tag . "NN") (:stem . "power") (:form . "power") (:end . 35) (:start . 30)\n (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 38) (:start . 36)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 42) (:start . 39)\n (:id . 49))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 52)\n (:start . 43) (:id . 50))\n ((:tag . "NN") (:stem . "filter") (:form . "filter") (:end . 59)\n (:start . 53) (:id . 51))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 63) (:start . 60)\n (:id . 52))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 66) (:start . 64)\n (:id . 53))\n ((:tag . "VBN") (:stem . "improve") (:form . "improved") (:end . 75)\n (:start . 67) (:id . 54))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 78) (:start . 76)\n (:id . 55))\n ((:tag . "JJR") (:stem . "more") (:form . "more") (:end . 83) (:start . 79)\n (:id . 56))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 88) (:start . 84)\n (:id . 57))\n ((:tag . "VBZ") (:stem . "become") (:form . "becomes") (:end . 96)\n (:start . 89) (:id . 58))\n ((:tag . "JJ") (:stem . "available") (:form . "available") (:end . 106)\n (:start . 97) (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 107) (:start . 106)\n (:id . 60)))@@@1@19@((:hcues ((:id . :x13.213.1) (:span 60 63)) ((:id . :x13.213.2) (:span 3 9)))\n (:hscopes ((:id . :x13.213.1) (:span 15 106))\n ((:id . :x13.213.2) (:span 3 106)))\n (:identifiers (:sid . :s13.213) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504426@unknown@formal@none@1@S@For example, one might devise a procedure trained on the structural data of specific motifs and qualified to make predictions only for those motifs.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "example") (:form . "example") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 44))\n ((:tag . "PRP") (:stem . "one") (:form . "one") (:end . 16) (:start . 13)\n (:id . 45))\n ((:tag . "MD") (:stem . "might") (:form . "might") (:end . 22) (:start . 17)\n (:id . 46))\n ((:tag . "VB") (:stem . "devise") (:form . "devise") (:end . 29)\n (:start . 23) (:id . 47))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 31) (:start . 30)\n (:id . 48))\n ((:tag . "NN") (:stem . "procedure") (:form . "procedure") (:end . 41)\n (:start . 32) (:id . 49))\n ((:tag . "VBN") (:stem . "train") (:form . "trained") (:end . 49)\n (:start . 42) (:id . 50))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 52) (:start . 50)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 56) (:start . 53)\n (:id . 52))\n ((:tag . "JJ") (:stem . "structural") (:form . "structural") (:end . 67)\n (:start . 57) (:id . 53))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 72) (:start . 68)\n (:id . 54))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 75) (:start . 73)\n (:id . 55))\n ((:tag . "JJ") (:stem . "specific") (:form . "specific") (:end . 84)\n (:start . 76) (:id . 56))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 91)\n (:start . 85) (:id . 57))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 95) (:start . 92)\n (:id . 58))\n ((:tag . "VBN") (:stem . "qualify") (:form . "qualified") (:end . 105)\n (:start . 96) (:id . 59))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 108) (:start . 106)\n (:id . 60))\n ((:tag . "VB") (:stem . "make") (:form . "make") (:end . 113) (:start . 109)\n (:id . 61))\n ((:tag . "NNS") (:stem . "prediction") (:form . "predictions") (:end . 125)\n (:start . 114) (:id . 62))\n ((:tag . "RB") (:stem . "only") (:form . "only") (:end . 130) (:start . 126)\n (:id . 63))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 134) (:start . 131)\n (:id . 64))\n ((:tag . "DT") (:stem . "those") (:form . "those") (:end . 140)\n (:start . 135) (:id . 65))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 147)\n (:start . 141) (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 148) (:start . 147)\n (:id . 67)))@@@1@26@((:hcues ((:id . :x13.214.1) (:span 17 22)))\n (:hscopes ((:id . :x13.214.1) (:span 17 147)))\n (:identifiers (:sid . :s13.214) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504427@unknown@formal@none@1@S@We investigated this approach and concluded that it would currently be applicable only to the very few LMs that have enough instances in the database.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "investigate") (:form . "investigated") (:end . 15)\n (:start . 3) (:id . 43))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 20) (:start . 16)\n (:id . 44))\n ((:tag . "NN") (:stem . "approach") (:form . "approach") (:end . 29)\n (:start . 21) (:id . 45))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 33) (:start . 30)\n (:id . 46))\n ((:tag . "VBD") (:stem . "conclude") (:form . "concluded") (:end . 43)\n (:start . 34) (:id . 47))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 48) (:start . 44)\n (:id . 48))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 51) (:start . 49)\n (:id . 49))\n ((:tag . "MD") (:stem . "would") (:form . "would") (:end . 57) (:start . 52)\n (:id . 50))\n ((:tag . "RB") (:stem . "currently") (:form . "currently") (:end . 67)\n (:start . 58) (:id . 51))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 70) (:start . 68)\n (:id . 52))\n ((:tag . "JJ") (:stem . "applicable") (:form . "applicable") (:end . 81)\n (:start . 71) (:id . 53))\n ((:tag . "RB") (:stem . "only") (:form . "only") (:end . 86) (:start . 82)\n (:id . 54))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 89) (:start . 87)\n (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 93) (:start . 90)\n (:id . 56))\n ((:tag . "RB") (:stem . "very") (:form . "very") (:end . 98) (:start . 94)\n (:id . 57))\n ((:tag . "JJ") (:stem . "few") (:form . "few") (:end . 102) (:start . 99)\n (:id . 58))\n ((:tag . "NNS") (:stem . "lm") (:form . "LMs") (:end . 106) (:start . 103)\n (:id . 59))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 111) (:start . 107)\n (:id . 60))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 116) (:start . 112)\n (:id . 61))\n ((:tag . "JJ") (:stem . "enough") (:form . "enough") (:end . 123)\n (:start . 117) (:id . 62))\n ((:tag . "NNS") (:stem . "instance") (:form . "instances") (:end . 133)\n (:start . 124) (:id . 63))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 136) (:start . 134)\n (:id . 64))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 140) (:start . 137)\n (:id . 65))\n ((:tag . "NN") (:stem . "database") (:form . "database") (:end . 149)\n (:start . 141) (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 150) (:start . 149)\n (:id . 67)))@@@1@26@((:hcues ((:id . :x13.215.1) (:span 52 57)))\n (:hscopes ((:id . :x13.215.1) (:span 52 149)))\n (:identifiers (:sid . :s13.215) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504428@unknown@formal@none@1@S@For the great majority of LMs, appropriate training and tests cannot be carried out and predictions turned out to be unacceptably stringent: An effective procedure should be based on many more instances per LM and these are not available at the moment.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "JJ") (:stem . "great") (:form . "great") (:end . 13) (:start . 8)\n (:id . 44))\n ((:tag . "NN") (:stem . "majority") (:form . "majority") (:end . 22)\n (:start . 14) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 25) (:start . 23)\n (:id . 46))\n ((:tag . "NNP") (:stem . "LM") (:form . "LMs") (:end . 29) (:start . 26)\n (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 30) (:start . 29)\n (:id . 48))\n ((:tag . "JJ") (:stem . "appropriate") (:form . "appropriate") (:end . 42)\n (:start . 31) (:id . 49))\n ((:tag . "NN") (:stem . "training") (:form . "training") (:end . 51)\n (:start . 43) (:id . 50))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 55) (:start . 52)\n (:id . 51))\n ((:tag . "NNS") (:stem . "test") (:form . "tests") (:end . 61) (:start . 56)\n (:id . 52))\n ((:tag . "NN") (:stem . "cannot") (:form . "cannot") (:end . 68)\n (:start . 62) (:id . 53))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 71) (:start . 69)\n (:id . 54))\n ((:tag . "VBN") (:stem . "carry") (:form . "carried") (:end . 79)\n (:start . 72) (:id . 55))\n ((:tag . "RP") (:stem . "out") (:form . "out") (:end . 83) (:start . 80)\n (:id . 56))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 87) (:start . 84)\n (:id . 57))\n ((:tag . "NNS") (:stem . "prediction") (:form . "predictions") (:end . 99)\n (:start . 88) (:id . 58))\n ((:tag . "VBD") (:stem . "turn") (:form . "turned") (:end . 106)\n (:start . 100) (:id . 59))\n ((:tag . "RP") (:stem . "out") (:form . "out") (:end . 110) (:start . 107)\n (:id . 60))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 113) (:start . 111)\n (:id . 61))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 116) (:start . 114)\n (:id . 62))\n ((:tag . "JJ") (:stem . "unacceptably") (:form . "unacceptably") (:end . 129)\n (:start . 117) (:id . 63))\n ((:tag . "NN") (:stem . "stringent") (:form . "stringent") (:end . 139)\n (:start . 130) (:id . 64))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 140) (:start . 139)\n (:id . 65))\n ((:tag . "DT") (:stem . "an") (:form . "An") (:end . 143) (:start . 141)\n (:id . 66))\n ((:tag . "JJ") (:stem . "effective") (:form . "effective") (:end . 153)\n (:start . 144) (:id . 67))\n ((:tag . "NN") (:stem . "procedure") (:form . "procedure") (:end . 163)\n (:start . 154) (:id . 68))\n ((:tag . "MD") (:stem . "should") (:form . "should") (:end . 170)\n (:start . 164) (:id . 69))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 173) (:start . 171)\n (:id . 70))\n ((:tag . "VBN") (:stem . "base") (:form . "based") (:end . 179)\n (:start . 174) (:id . 71))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 182) (:start . 180)\n (:id . 72))\n ((:tag . "JJ") (:stem . "many") (:form . "many") (:end . 187) (:start . 183)\n (:id . 73))\n ((:tag . "JJR") (:stem . "more") (:form . "more") (:end . 192) (:start . 188)\n (:id . 74))\n ((:tag . "NNS") (:stem . "instance") (:form . "instances") (:end . 202)\n (:start . 193) (:id . 75))\n ((:tag . "IN") (:stem . "per") (:form . "per") (:end . 206) (:start . 203)\n (:id . 76))\n ((:tag . "NNP") (:stem . "LM") (:form . "LM") (:end . 209) (:start . 207)\n (:id . 77))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 213) (:start . 210)\n (:id . 78))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 219)\n (:start . 214) (:id . 79))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 223) (:start . 220)\n (:id . 80))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 227) (:start . 224)\n (:id . 81))\n ((:tag . "JJ") (:stem . "available") (:form . "available") (:end . 237)\n (:start . 228) (:id . 82))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 240) (:start . 238)\n (:id . 83))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 244) (:start . 241)\n (:id . 84))\n ((:tag . "NN") (:stem . "moment") (:form . "moment") (:end . 251)\n (:start . 245) (:id . 85))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 252) (:start . 251)\n (:id . 86)))@@@1@45@((:hcues ((:id . :x13.216.1) (:span 164 170)))\n (:hscopes ((:id . :x13.216.1) (:span 141 251)))\n (:identifiers (:sid . :s13.216) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504429@unknown@formal@none@1@S@We believe that in the future, as an increasing number of protein structures become available and the quantity of ELM annotation data grows, it will be possible to appropriately train and test motif-specific structure filters for a significant number of LMs.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "believe") (:form . "believe") (:end . 10)\n (:start . 3) (:id . 43))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 15) (:start . 11)\n (:id . 44))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 18) (:start . 16)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 22) (:start . 19)\n (:id . 46))\n ((:tag . "NN") (:stem . "future") (:form . "future") (:end . 29)\n (:start . 23) (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 30) (:start . 29)\n (:id . 48))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 33) (:start . 31)\n (:id . 49))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 36) (:start . 34)\n (:id . 50))\n ((:tag . "VBG") (:stem . "increase") (:form . "increasing") (:end . 47)\n (:start . 37) (:id . 51))\n ((:tag . "NN") (:stem . "number") (:form . "number") (:end . 54)\n (:start . 48) (:id . 52))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 57) (:start . 55)\n (:id . 53))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 65)\n (:start . 58) (:id . 54))\n ((:tag . "NNS") (:stem . "structure") (:form . "structures") (:end . 76)\n (:start . 66) (:id . 55))\n ((:tag . "VBP") (:stem . "become") (:form . "become") (:end . 83)\n (:start . 77) (:id . 56))\n ((:tag . "JJ") (:stem . "available") (:form . "available") (:end . 93)\n (:start . 84) (:id . 57))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 97) (:start . 94)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 101) (:start . 98)\n (:id . 59))\n ((:tag . "NN") (:stem . "quantity") (:form . "quantity") (:end . 110)\n (:start . 102) (:id . 60))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 113) (:start . 111)\n (:id . 61))\n ((:tag . "NNP") (:stem . "ELM") (:form . "ELM") (:end . 117) (:start . 114)\n (:id . 62))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 128)\n (:start . 118) (:id . 63))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 133)\n (:start . 129) (:id . 64))\n ((:tag . "VBZ") (:stem . "grow") (:form . "grows") (:end . 139)\n (:start . 134) (:id . 65))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 140) (:start . 139)\n (:id . 66))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 143) (:start . 141)\n (:id . 67))\n ((:tag . "MD") (:stem . "will") (:form . "will") (:end . 148) (:start . 144)\n (:id . 68))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 151) (:start . 149)\n (:id . 69))\n ((:tag . "JJ") (:stem . "possible") (:form . "possible") (:end . 160)\n (:start . 152) (:id . 70))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 163) (:start . 161)\n (:id . 71))\n ((:tag . "RB") (:stem . "appropriately") (:form . "appropriately")\n (:end . 177) (:start . 164) (:id . 72))\n ((:tag . "VB") (:stem . "train") (:form . "train") (:end . 183)\n (:start . 178) (:id . 73))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 187) (:start . 184)\n (:id . 74))\n ((:tag . "VB") (:stem . "test") (:form . "test") (:end . 192) (:start . 188)\n (:id . 75))\n ((:tag . "JJ") (:stem . "motif-specific") (:form . "motif-specific")\n (:end . 207) (:start . 193) (:id . 76))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 217)\n (:start . 208) (:id . 77))\n ((:tag . "NNS") (:stem . "filter") (:form . "filters") (:end . 225)\n (:start . 218) (:id . 78))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 229) (:start . 226)\n (:id . 79))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 231) (:start . 230)\n (:id . 80))\n ((:tag . "JJ") (:stem . "significant") (:form . "significant") (:end . 243)\n (:start . 232) (:id . 81))\n ((:tag . "NN") (:stem . "number") (:form . "number") (:end . 250)\n (:start . 244) (:id . 82))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 253) (:start . 251)\n (:id . 83))\n ((:tag . "NNP") (:stem . "LM") (:form . "LMs") (:end . 257) (:start . 254)\n (:id . 84))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 258) (:start . 257)\n (:id . 85)))@@@1@44@((:hcues ((:id . :x13.217.1) (:span 152 160))\n ((:id . :x13.217.2) (:span 3 10)))\n (:hscopes ((:id . :x13.217.1) (:span 152 257))\n ((:id . :x13.217.2) (:span 3 257)))\n (:identifiers (:sid . :s13.217) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504430@unknown@formal@none@1@S@Conclusion@(((:tag . "NN") (:stem . "conclusion") (:form . "Conclusion") (:end . 10)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s13.218) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5504431@unknown@formal@none@1@S@In conclusion, LMs are subject to enormous over-prediction, so that the few true motifs are lost amongst the many false positives.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "conclusion") (:form . "conclusion") (:end . 13)\n (:start . 3) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 14) (:start . 13)\n (:id . 44))\n ((:tag . "NNS") (:stem . "lm") (:form . "LMs") (:end . 18) (:start . 15)\n (:id . 45))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 22) (:start . 19)\n (:id . 46))\n ((:tag . "JJ") (:stem . "subject") (:form . "subject") (:end . 30)\n (:start . 23) (:id . 47))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 33) (:start . 31)\n (:id . 48))\n ((:tag . "JJ") (:stem . "enormous") (:form . "enormous") (:end . 42)\n (:start . 34) (:id . 49))\n ((:tag . "NN") (:stem . "over-prediction") (:form . "over-prediction")\n (:end . 58) (:start . 43) (:id . 50))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 59) (:start . 58)\n (:id . 51))\n ((:tag . "IN") (:stem . "so") (:form . "so") (:end . 62) (:start . 60)\n (:id . 52))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 67) (:start . 63)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 71) (:start . 68)\n (:id . 54))\n ((:tag . "JJ") (:stem . "few") (:form . "few") (:end . 75) (:start . 72)\n (:id . 55))\n ((:tag . "JJ") (:stem . "true") (:form . "true") (:end . 80) (:start . 76)\n (:id . 56))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 87)\n (:start . 81) (:id . 57))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 91) (:start . 88)\n (:id . 58))\n ((:tag . "VBN") (:stem . "lose") (:form . "lost") (:end . 96) (:start . 92)\n (:id . 59))\n ((:tag . "IN") (:stem . "amongst") (:form . "amongst") (:end . 104)\n (:start . 97) (:id . 60))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 108) (:start . 105)\n (:id . 61))\n ((:tag . "JJ") (:stem . "many") (:form . "many") (:end . 113) (:start . 109)\n (:id . 62))\n ((:tag . "JJ") (:stem . "false") (:form . "false") (:end . 119)\n (:start . 114) (:id . 63))\n ((:tag . "NNS") (:stem . "positive") (:form . "positives") (:end . 129)\n (:start . 120) (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 130) (:start . 129)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s13.219) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504432@unknown@formal@none@1@S@Whenever a query can be modelled on a structure, the structure filter can help in discriminating true from false positive matches of LMs.@(((:tag . "WRB") (:stem . "whenever") (:form . "Whenever") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 10) (:start . 9)\n (:id . 43))\n ((:tag . "NN") (:stem . "query") (:form . "query") (:end . 16) (:start . 11)\n (:id . 44))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 20) (:start . 17)\n (:id . 45))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 23) (:start . 21)\n (:id . 46))\n ((:tag . "VBN") (:stem . "model") (:form . "modelled") (:end . 32)\n (:start . 24) (:id . 47))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 35) (:start . 33)\n (:id . 48))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 37) (:start . 36)\n (:id . 49))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 47)\n (:start . 38) (:id . 50))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 48) (:start . 47)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 52) (:start . 49)\n (:id . 52))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 62)\n (:start . 53) (:id . 53))\n ((:tag . "NN") (:stem . "filter") (:form . "filter") (:end . 69)\n (:start . 63) (:id . 54))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 73) (:start . 70)\n (:id . 55))\n ((:tag . "VB") (:stem . "help") (:form . "help") (:end . 78) (:start . 74)\n (:id . 56))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 81) (:start . 79)\n (:id . 57))\n ((:tag . "VBG") (:stem . "discriminate") (:form . "discriminating")\n (:end . 96) (:start . 82) (:id . 58))\n ((:tag . "JJ") (:stem . "true") (:form . "true") (:end . 101) (:start . 97)\n (:id . 59))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 106) (:start . 102)\n (:id . 60))\n ((:tag . "JJ") (:stem . "false") (:form . "false") (:end . 112)\n (:start . 107) (:id . 61))\n ((:tag . "JJ") (:stem . "positive") (:form . "positive") (:end . 121)\n (:start . 113) (:id . 62))\n ((:tag . "NNS") (:stem . "match") (:form . "matches") (:end . 129)\n (:start . 122) (:id . 63))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 132) (:start . 130)\n (:id . 64))\n ((:tag . "NNP") (:stem . "LM") (:form . "LMs") (:end . 136) (:start . 133)\n (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 137) (:start . 136)\n (:id . 66)))@@@1@25@((:hcues ((:id . :x13.220.1) (:span 70 73)))\n (:hscopes ((:id . :x13.220.1) (:span 70 136)))\n (:identifiers (:sid . :s13.220) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504433@unknown@formal@none@1@S@Moreover, since the number of solved structures is rapidly increasing, a benchmark set of true positive structures is going to be available for an increasing number of motifs, thus allowing more reliable tests and consistent score threshold setups.@(((:tag . "RB") (:stem . "moreover") (:form . "Moreover") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 9) (:start . 8) (:id . 43))\n ((:tag . "IN") (:stem . "since") (:form . "since") (:end . 15) (:start . 10)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 19) (:start . 16)\n (:id . 45))\n ((:tag . "NN") (:stem . "number") (:form . "number") (:end . 26)\n (:start . 20) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 29) (:start . 27)\n (:id . 47))\n ((:tag . "VBN") (:stem . "solve") (:form . "solved") (:end . 36)\n (:start . 30) (:id . 48))\n ((:tag . "NNS") (:stem . "structure") (:form . "structures") (:end . 47)\n (:start . 37) (:id . 49))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 50) (:start . 48)\n (:id . 50))\n ((:tag . "RB") (:stem . "rapidly") (:form . "rapidly") (:end . 58)\n (:start . 51) (:id . 51))\n ((:tag . "VBG") (:stem . "increase") (:form . "increasing") (:end . 69)\n (:start . 59) (:id . 52))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 70) (:start . 69)\n (:id . 53))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 72) (:start . 71)\n (:id . 54))\n ((:tag . "JJ") (:stem . "benchmark") (:form . "benchmark") (:end . 82)\n (:start . 73) (:id . 55))\n ((:tag . "NN") (:stem . "set") (:form . "set") (:end . 86) (:start . 83)\n (:id . 56))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 89) (:start . 87)\n (:id . 57))\n ((:tag . "JJ") (:stem . "true") (:form . "true") (:end . 94) (:start . 90)\n (:id . 58))\n ((:tag . "JJ") (:stem . "positive") (:form . "positive") (:end . 103)\n (:start . 95) (:id . 59))\n ((:tag . "NNS") (:stem . "structure") (:form . "structures") (:end . 114)\n (:start . 104) (:id . 60))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 117) (:start . 115)\n (:id . 61))\n ((:tag . "VBG") (:stem . "go") (:form . "going") (:end . 123) (:start . 118)\n (:id . 62))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 126) (:start . 124)\n (:id . 63))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 129) (:start . 127)\n (:id . 64))\n ((:tag . "JJ") (:stem . "available") (:form . "available") (:end . 139)\n (:start . 130) (:id . 65))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 143) (:start . 140)\n (:id . 66))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 146) (:start . 144)\n (:id . 67))\n ((:tag . "VBG") (:stem . "increase") (:form . "increasing") (:end . 157)\n (:start . 147) (:id . 68))\n ((:tag . "NN") (:stem . "number") (:form . "number") (:end . 164)\n (:start . 158) (:id . 69))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 167) (:start . 165)\n (:id . 70))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 174)\n (:start . 168) (:id . 71))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 175) (:start . 174)\n (:id . 72))\n ((:tag . "RB") (:stem . "thus") (:form . "thus") (:end . 180) (:start . 176)\n (:id . 73))\n ((:tag . "VBG") (:stem . "allow") (:form . "allowing") (:end . 189)\n (:start . 181) (:id . 74))\n ((:tag . "JJR") (:stem . "more") (:form . "more") (:end . 194) (:start . 190)\n (:id . 75))\n ((:tag . "JJ") (:stem . "reliable") (:form . "reliable") (:end . 203)\n (:start . 195) (:id . 76))\n ((:tag . "NNS") (:stem . "test") (:form . "tests") (:end . 209)\n (:start . 204) (:id . 77))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 213) (:start . 210)\n (:id . 78))\n ((:tag . "JJ") (:stem . "consistent") (:form . "consistent") (:end . 224)\n (:start . 214) (:id . 79))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 230)\n (:start . 225) (:id . 80))\n ((:tag . "NN") (:stem . "threshold") (:form . "threshold") (:end . 240)\n (:start . 231) (:id . 81))\n ((:tag . "NNS") (:stem . "setup") (:form . "setups") (:end . 247)\n (:start . 241) (:id . 82))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 248) (:start . 247)\n (:id . 83)))@@@1@42@((:identifiers (:sid . :s13.221) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504434@unknown@formal@none@1@S@As a consequence, the structure filter, which can be considered to all intents and purposes as a precursor in the use of structural information for short LM false positive discrimination, is going to become increasingly indispensable for the ELM resource's filtering framework in the structural genomics era.@(((:tag . "IN") (:stem . "as") (:form . "As") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 4) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "consequence") (:form . "consequence") (:end . 16)\n (:start . 5) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 17) (:start . 16)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 21) (:start . 18)\n (:id . 46))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 31)\n (:start . 22) (:id . 47))\n ((:tag . "NN") (:stem . "filter") (:form . "filter") (:end . 38)\n (:start . 32) (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 39) (:start . 38)\n (:id . 49))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 45) (:start . 40)\n (:id . 50))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 49) (:start . 46)\n (:id . 51))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 52) (:start . 50)\n (:id . 52))\n ((:tag . "VBN") (:stem . "consider") (:form . "considered") (:end . 63)\n (:start . 53) (:id . 53))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 66) (:start . 64)\n (:id . 54))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 70) (:start . 67)\n (:id . 55))\n ((:tag . "NNS") (:stem . "intent") (:form . "intents") (:end . 78)\n (:start . 71) (:id . 56))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 82) (:start . 79)\n (:id . 57))\n ((:tag . "NNS") (:stem . "purpose") (:form . "purposes") (:end . 91)\n (:start . 83) (:id . 58))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 94) (:start . 92)\n (:id . 59))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 96) (:start . 95)\n (:id . 60))\n ((:tag . "NN") (:stem . "precursor") (:form . "precursor") (:end . 106)\n (:start . 97) (:id . 61))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 109) (:start . 107)\n (:id . 62))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 113) (:start . 110)\n (:id . 63))\n ((:tag . "NN") (:stem . "use") (:form . "use") (:end . 117) (:start . 114)\n (:id . 64))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 120) (:start . 118)\n (:id . 65))\n ((:tag . "JJ") (:stem . "structural") (:form . "structural") (:end . 131)\n (:start . 121) (:id . 66))\n ((:tag . "NN") (:stem . "information") (:form . "information") (:end . 143)\n (:start . 132) (:id . 67))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 147) (:start . 144)\n (:id . 68))\n ((:tag . "JJ") (:stem . "short") (:form . "short") (:end . 153)\n (:start . 148) (:id . 69))\n ((:tag . "NNP") (:stem . "LM") (:form . "LM") (:end . 156) (:start . 154)\n (:id . 70))\n ((:tag . "JJ") (:stem . "false") (:form . "false") (:end . 162)\n (:start . 157) (:id . 71))\n ((:tag . "JJ") (:stem . "positive") (:form . "positive") (:end . 171)\n (:start . 163) (:id . 72))\n ((:tag . "NN") (:stem . "discrimination") (:form . "discrimination")\n (:end . 186) (:start . 172) (:id . 73))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 187) (:start . 186)\n (:id . 74))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 190) (:start . 188)\n (:id . 75))\n ((:tag . "VBG") (:stem . "go") (:form . "going") (:end . 196) (:start . 191)\n (:id . 76))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 199) (:start . 197)\n (:id . 77))\n ((:tag . "VB") (:stem . "become") (:form . "become") (:end . 206)\n (:start . 200) (:id . 78))\n ((:tag . "RB") (:stem . "increasingly") (:form . "increasingly") (:end . 219)\n (:start . 207) (:id . 79))\n ((:tag . "JJ") (:stem . "indispensable") (:form . "indispensable")\n (:end . 233) (:start . 220) (:id . 80))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 237) (:start . 234)\n (:id . 81))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 241) (:start . 238)\n (:id . 82))\n ((:tag . "NNP") (:stem . "ELM") (:form . "ELM") (:end . 245) (:start . 242)\n (:id . 83))\n ((:tag . "NN") (:stem . "resource") (:form . "resource") (:end . 254)\n (:start . 246) (:id . 84))\n ((:tag . "POS") (:stem . "'s") (:form . "'s") (:end . 256) (:start . 254)\n (:id . 85))\n ((:tag . "VBG") (:stem . "filter") (:form . "filtering") (:end . 266)\n (:start . 257) (:id . 86))\n ((:tag . "NN") (:stem . "framework") (:form . "framework") (:end . 276)\n (:start . 267) (:id . 87))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 279) (:start . 277)\n (:id . 88))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 283) (:start . 280)\n (:id . 89))\n ((:tag . "JJ") (:stem . "structural") (:form . "structural") (:end . 294)\n (:start . 284) (:id . 90))\n ((:tag . "NNS") (:stem . "genomic") (:form . "genomics") (:end . 303)\n (:start . 295) (:id . 91))\n ((:tag . "NN") (:stem . "era") (:form . "era") (:end . 307) (:start . 304)\n (:id . 92))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 308) (:start . 307)\n (:id . 93)))@@@1@52@((:hcues ((:id . :x13.222.1) (:span 46 49)))\n (:hscopes ((:id . :x13.222.1) (:span 40 186)))\n (:identifiers (:sid . :s13.222) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504435@unknown@formal@none@1@S@Methods@(((:tag . "NNS") (:stem . "method") (:form . "Methods") (:end . 7)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s13.223) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5504436@unknown@formal@none@1@S@Dataset of structural instances@(((:tag . "NNP") (:stem . "Dataset") (:form . "Dataset") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 10) (:start . 8)\n (:id . 43))\n ((:tag . "JJ") (:stem . "structural") (:form . "structural") (:end . 21)\n (:start . 11) (:id . 44))\n ((:tag . "NNS") (:stem . "instance") (:form . "instances") (:end . 31)\n (:start . 22) (:id . 45)))@@@1@4@((:identifiers (:sid . :s13.224) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504437@unknown@formal@none@1@S@The ELM database ([1], release June 2007) collected 112 LM, 93 of which have annotated instances.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "ELM") (:form . "ELM") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "database") (:form . "database") (:end . 16)\n (:start . 8) (:id . 44))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 18) (:start . 17)\n (:id . 45))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 19) (:start . 18)\n (:id . 46))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 20) (:start . 19)\n (:id . 47))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 21) (:start . 20)\n (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 22) (:start . 21)\n (:id . 49))\n ((:tag . "NN") (:stem . "release") (:form . "release") (:end . 30)\n (:start . 23) (:id . 50))\n ((:tag . "NNP") (:stem . "June") (:form . "June") (:end . 35) (:start . 31)\n (:id . 51))\n ((:tag . "CD") (:stem . "2007") (:form . "2007") (:end . 40) (:start . 36)\n (:id . 52))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 41) (:start . 40)\n (:id . 53))\n ((:tag . "VBD") (:stem . "collect") (:form . "collected") (:end . 51)\n (:start . 42) (:id . 54))\n ((:tag . "CD") (:stem . "112") (:form . "112") (:end . 55) (:start . 52)\n (:id . 55))\n ((:tag . "NNP") (:stem . "LM") (:form . "LM") (:end . 58) (:start . 56)\n (:id . 56))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 59) (:start . 58)\n (:id . 57))\n ((:tag . "CD") (:stem . "93") (:form . "93") (:end . 62) (:start . 60)\n (:id . 58))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 65) (:start . 63)\n (:id . 59))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 71) (:start . 66)\n (:id . 60))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 76) (:start . 72)\n (:id . 61))\n ((:tag . "VBN") (:stem . "annotate") (:form . "annotated") (:end . 86)\n (:start . 77) (:id . 62))\n ((:tag . "NNS") (:stem . "instance") (:form . "instances") (:end . 96)\n (:start . 87) (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 97) (:start . 96)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s13.225) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504438@unknown@formal@none@1@S@The set of 1898 annotated instances in 1037 sequences from the 93 different LMs obtained from the ELM database represented our initial dataset.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "set") (:form . "set") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 10) (:start . 8)\n (:id . 44))\n ((:tag . "CD") (:stem . "1898") (:form . "1898") (:end . 15) (:start . 11)\n (:id . 45))\n ((:tag . "VBN") (:stem . "annotate") (:form . "annotated") (:end . 25)\n (:start . 16) (:id . 46))\n ((:tag . "NNS") (:stem . "instance") (:form . "instances") (:end . 35)\n (:start . 26) (:id . 47))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 38) (:start . 36)\n (:id . 48))\n ((:tag . "CD") (:stem . "1037") (:form . "1037") (:end . 43) (:start . 39)\n (:id . 49))\n ((:tag . "NNS") (:stem . "sequence") (:form . "sequences") (:end . 53)\n (:start . 44) (:id . 50))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 58) (:start . 54)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 62) (:start . 59)\n (:id . 52))\n ((:tag . "CD") (:stem . "93") (:form . "93") (:end . 65) (:start . 63)\n (:id . 53))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 75)\n (:start . 66) (:id . 54))\n ((:tag . "NNS") (:stem . "lm") (:form . "LMs") (:end . 79) (:start . 76)\n (:id . 55))\n ((:tag . "VBN") (:stem . "obtain") (:form . "obtained") (:end . 88)\n (:start . 80) (:id . 56))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 93) (:start . 89)\n (:id . 57))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 97) (:start . 94)\n (:id . 58))\n ((:tag . "NNP") (:stem . "ELM") (:form . "ELM") (:end . 101) (:start . 98)\n (:id . 59))\n ((:tag . "NN") (:stem . "database") (:form . "database") (:end . 110)\n (:start . 102) (:id . 60))\n ((:tag . "VBD") (:stem . "represent") (:form . "represented") (:end . 122)\n (:start . 111) (:id . 61))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 126) (:start . 123)\n (:id . 62))\n ((:tag . "JJ") (:stem . "initial") (:form . "initial") (:end . 134)\n (:start . 127) (:id . 63))\n ((:tag . "NN") (:stem . "dataset") (:form . "dataset") (:end . 142)\n (:start . 135) (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 143) (:start . 142)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s13.226) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504439@unknown@formal@none@1@S@In our vocabulary, "instance" means a true annotated LM occurrence, whereas "match" indicates any regular expression hit on a query sequence.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "vocabulary") (:form . "vocabulary") (:end . 17)\n (:start . 7) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 18) (:start . 17)\n (:id . 45))\n ((:tag . "``") (:stem . "``") (:form . "“") (:end . 20) (:start . 19)\n (:id . 46))\n ((:tag . "NN") (:stem . "instance") (:form . "instance") (:end . 28)\n (:start . 20) (:id . 47))\n ((:tag . "''") (:stem . "''") (:form . "”") (:end . 29) (:start . 28)\n (:id . 48))\n ((:tag . "VBZ") (:stem . "mean") (:form . "means") (:end . 35) (:start . 30)\n (:id . 49))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 37) (:start . 36)\n (:id . 50))\n ((:tag . "JJ") (:stem . "true") (:form . "true") (:end . 42) (:start . 38)\n (:id . 51))\n ((:tag . "VBN") (:stem . "annotate") (:form . "annotated") (:end . 52)\n (:start . 43) (:id . 52))\n ((:tag . "NNP") (:stem . "LM") (:form . "LM") (:end . 55) (:start . 53)\n (:id . 53))\n ((:tag . "NN") (:stem . "occurrence") (:form . "occurrence") (:end . 66)\n (:start . 56) (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 67) (:start . 66)\n (:id . 55))\n ((:tag . "IN") (:stem . "whereas") (:form . "whereas") (:end . 75)\n (:start . 68) (:id . 56))\n ((:tag . "``") (:stem . "``") (:form . "“") (:end . 77) (:start . 76)\n (:id . 57))\n ((:tag . "NN") (:stem . "match") (:form . "match") (:end . 82) (:start . 77)\n (:id . 58))\n ((:tag . "''") (:stem . "''") (:form . "”") (:end . 83) (:start . 82)\n (:id . 59))\n ((:tag . "VBZ") (:stem . "indicate") (:form . "indicates") (:end . 93)\n (:start . 84) (:id . 60))\n ((:tag . "DT") (:stem . "any") (:form . "any") (:end . 97) (:start . 94)\n (:id . 61))\n ((:tag . "JJ") (:stem . "regular") (:form . "regular") (:end . 105)\n (:start . 98) (:id . 62))\n ((:tag . "NN") (:stem . "expression") (:form . "expression") (:end . 116)\n (:start . 106) (:id . 63))\n ((:tag . "VBN") (:stem . "hit") (:form . "hit") (:end . 120) (:start . 117)\n (:id . 64))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 123) (:start . 121)\n (:id . 65))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 125) (:start . 124)\n (:id . 66))\n ((:tag . "NN") (:stem . "query") (:form . "query") (:end . 131)\n (:start . 126) (:id . 67))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 140)\n (:start . 132) (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 141) (:start . 140)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s13.227) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504440@unknown@formal@none@1@S@The instances were modeled onto SCOP domains [46] by BLAST alignment [51] of the sequence containing the instance to the reference domain sequence extracted from the PDB entry [52].@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "instance") (:form . "instances") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 18) (:start . 14)\n (:id . 44))\n ((:tag . "VBN") (:stem . "model") (:form . "modeled") (:end . 26)\n (:start . 19) (:id . 45))\n ((:tag . "IN") (:stem . "onto") (:form . "onto") (:end . 31) (:start . 27)\n (:id . 46))\n ((:tag . "NNP") (:stem . "SCOP") (:form . "SCOP") (:end . 36) (:start . 32)\n (:id . 47))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 44)\n (:start . 37) (:id . 48))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 46) (:start . 45)\n (:id . 49))\n ((:tag . "CD") (:stem . "46") (:form . "46") (:end . 48) (:start . 46)\n (:id . 50))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 49) (:start . 48)\n (:id . 51))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 52) (:start . 50)\n (:id . 52))\n ((:tag . "NN") (:stem . "blast") (:form . "BLAST") (:end . 58) (:start . 53)\n (:id . 53))\n ((:tag . "NN") (:stem . "alignment") (:form . "alignment") (:end . 68)\n (:start . 59) (:id . 54))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 70) (:start . 69)\n (:id . 55))\n ((:tag . "CD") (:stem . "51") (:form . "51") (:end . 72) (:start . 70)\n (:id . 56))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 73) (:start . 72)\n (:id . 57))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 76) (:start . 74)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 80) (:start . 77)\n (:id . 59))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 89)\n (:start . 81) (:id . 60))\n ((:tag . "VBG") (:stem . "contain") (:form . "containing") (:end . 100)\n (:start . 90) (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 104) (:start . 101)\n (:id . 62))\n ((:tag . "NN") (:stem . "instance") (:form . "instance") (:end . 113)\n (:start . 105) (:id . 63))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 116) (:start . 114)\n (:id . 64))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 120) (:start . 117)\n (:id . 65))\n ((:tag . "NN") (:stem . "reference") (:form . "reference") (:end . 130)\n (:start . 121) (:id . 66))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 137)\n (:start . 131) (:id . 67))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 146)\n (:start . 138) (:id . 68))\n ((:tag . "VBN") (:stem . "extract") (:form . "extracted") (:end . 156)\n (:start . 147) (:id . 69))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 161) (:start . 157)\n (:id . 70))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 165) (:start . 162)\n (:id . 71))\n ((:tag . "NNP") (:stem . "PDB") (:form . "PDB") (:end . 169) (:start . 166)\n (:id . 72))\n ((:tag . "NN") (:stem . "entry") (:form . "entry") (:end . 175)\n (:start . 170) (:id . 73))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 177) (:start . 176)\n (:id . 74))\n ((:tag . "CD") (:stem . "52") (:form . "52") (:end . 179) (:start . 177)\n (:id . 75))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 180) (:start . 179)\n (:id . 76))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 181) (:start . 180)\n (:id . 77)))@@@1@36@((:identifiers (:sid . :s13.228) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504441@unknown@formal@none@1@S@In order to assign a "sequence instance" to a "structure instance", the aligned sequences must have at least 70% global identity (over the domain) and 100% local identity (i.e. along the instance positions).@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "order") (:form . "order") (:end . 8) (:start . 3)\n (:id . 43))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "VB") (:stem . "assign") (:form . "assign") (:end . 18)\n (:start . 12) (:id . 45))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 20) (:start . 19)\n (:id . 46))\n ((:tag . "``") (:stem . "``") (:form . "“") (:end . 22) (:start . 21)\n (:id . 47))\n ((:tag . "NN") (:stem . 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"JJ") (:stem . "aligned") (:form . "aligned") (:end . 79)\n (:start . 72) (:id . 59))\n ((:tag . "NNS") (:stem . "sequence") (:form . "sequences") (:end . 89)\n (:start . 80) (:id . 60))\n ((:tag . "MD") (:stem . "must") (:form . "must") (:end . 94) (:start . 90)\n (:id . 61))\n ((:tag . "VB") (:stem . "have") (:form . "have") (:end . 99) (:start . 95)\n (:id . 62))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 102) (:start . 100)\n (:id . 63))\n ((:tag . "JJS") (:stem . "least") (:form . "least") (:end . 108)\n (:start . 103) (:id . 64))\n ((:tag . "CD") (:stem . "70") (:form . "70") (:end . 111) (:start . 109)\n (:id . 65))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 112) (:start . 111)\n (:id . 66))\n ((:tag . "JJ") (:stem . "global") (:form . "global") (:end . 119)\n (:start . 113) (:id . 67))\n ((:tag . "NN") (:stem . "identity") (:form . "identity") (:end . 128)\n (:start . 120) (:id . 68))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 130) (:start . 129)\n (:id . 69))\n ((:tag . "IN") (:stem . "over") (:form . "over") (:end . 134) (:start . 130)\n (:id . 70))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 138) (:start . 135)\n (:id . 71))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 145)\n (:start . 139) (:id . 72))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 146) (:start . 145)\n (:id . 73))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 150) (:start . 147)\n (:id . 74))\n ((:tag . "CD") (:stem . "100") (:form . "100") (:end . 154) (:start . 151)\n (:id . 75))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 155) (:start . 154)\n (:id . 76))\n ((:tag . "JJ") (:stem . "local") (:form . "local") (:end . 161)\n (:start . 156) (:id . 77))\n ((:tag . "NN") (:stem . "identity") (:form . "identity") (:end . 170)\n (:start . 162) (:id . 78))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 172) (:start . 171)\n (:id . 79))\n ((:tag . "FW") (:stem . "i.e.") (:form . "i.e.") (:end . 176) (:start . 172)\n (:id . 80))\n ((:tag . "IN") (:stem . "along") (:form . "along") (:end . 182)\n (:start . 177) (:id . 81))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 186) (:start . 183)\n (:id . 82))\n ((:tag . "NN") (:stem . "instance") (:form . "instance") (:end . 195)\n (:start . 187) (:id . 83))\n ((:tag . "NNS") (:stem . "position") (:form . "positions") (:end . 205)\n (:start . 196) (:id . 84))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 206) (:start . 205)\n (:id . 85))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 207) (:start . 206)\n (:id . 86)))@@@1@45@((:identifiers (:sid . :s13.229) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504442@unknown@formal@none@1@S@The final dataset of structural instances comprised of 185 3D instances from 37 different LMs.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "final") (:form . "final") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "dataset") (:form . "dataset") (:end . 17)\n (:start . 10) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 20) (:start . 18)\n (:id . 45))\n ((:tag . "JJ") (:stem . "structural") (:form . "structural") (:end . 31)\n (:start . 21) (:id . 46))\n ((:tag . "NNS") (:stem . "instance") (:form . "instances") (:end . 41)\n (:start . 32) (:id . 47))\n ((:tag . "VBN") (:stem . "comprise") (:form . "comprised") (:end . 51)\n (:start . 42) (:id . 48))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 54) (:start . 52)\n (:id . 49))\n ((:tag . "CD") (:stem . "185") (:form . "185") (:end . 58) (:start . 55)\n (:id . 50))\n ((:tag . "NN") (:stem . "3d") (:form . "3D") (:end . 61) (:start . 59)\n (:id . 51))\n ((:tag . "NNS") (:stem . "instance") (:form . "instances") (:end . 71)\n (:start . 62) (:id . 52))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 76) (:start . 72)\n (:id . 53))\n ((:tag . "CD") (:stem . "37") (:form . "37") (:end . 79) (:start . 77)\n (:id . 54))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 89)\n (:start . 80) (:id . 55))\n ((:tag . "NNS") (:stem . "lm") (:form . "LMs") (:end . 93) (:start . 90)\n (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 94) (:start . 93)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s13.230) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504443@unknown@formal@none@1@S@Redundancy was removed at the structure level: if two or more instances mapped on identical 3D sites, all but one were discarded, thus reducing the dataset to 158 3D instances from 36 different LMs.@(((:tag . "NNP") (:stem . "Redundancy") (:form . "Redundancy") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "VBD") (:stem . "be") (:form . 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"instance") (:form . "instances") (:end . 71)\n (:start . 62) (:id . 54))\n ((:tag . "VBN") (:stem . "map") (:form . "mapped") (:end . 78) (:start . 72)\n (:id . 55))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 81) (:start . 79)\n (:id . 56))\n ((:tag . "JJ") (:stem . "identical") (:form . "identical") (:end . 91)\n (:start . 82) (:id . 57))\n ((:tag . "NN") (:stem . "3d") (:form . "3D") (:end . 94) (:start . 92)\n (:id . 58))\n ((:tag . "NNS") (:stem . "site") (:form . "sites") (:end . 100) (:start . 95)\n (:id . 59))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 101) (:start . 100)\n (:id . 60))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 105) (:start . 102)\n (:id . 61))\n ((:tag . "IN") (:stem . "but") (:form . "but") (:end . 109) (:start . 106)\n (:id . 62))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 113) (:start . 110)\n (:id . 63))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 118) (:start . 114)\n (:id . 64))\n ((:tag . "VBN") (:stem . "discard") (:form . "discarded") (:end . 128)\n (:start . 119) (:id . 65))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 129) (:start . 128)\n (:id . 66))\n ((:tag . "RB") (:stem . "thus") (:form . "thus") (:end . 134) (:start . 130)\n (:id . 67))\n ((:tag . "VBG") (:stem . "reduce") (:form . "reducing") (:end . 143)\n (:start . 135) (:id . 68))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 147) (:start . 144)\n (:id . 69))\n ((:tag . "NN") (:stem . "dataset") (:form . "dataset") (:end . 155)\n (:start . 148) (:id . 70))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 158) (:start . 156)\n (:id . 71))\n ((:tag . "CD") (:stem . "158") (:form . "158") (:end . 162) (:start . 159)\n (:id . 72))\n ((:tag . "NN") (:stem . "3d") (:form . "3D") (:end . 165) (:start . 163)\n (:id . 73))\n ((:tag . "NNS") (:stem . "instance") (:form . "instances") (:end . 175)\n (:start . 166) (:id . 74))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 180) (:start . 176)\n (:id . 75))\n ((:tag . "CD") (:stem . "36") (:form . "36") (:end . 183) (:start . 181)\n (:id . 76))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 193)\n (:start . 184) (:id . 77))\n ((:tag . "NNS") (:stem . "lm") (:form . "LMs") (:end . 197) (:start . 194)\n (:id . 78))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 198) (:start . 197)\n (:id . 79)))@@@1@38@((:identifiers (:sid . :s13.231) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504444@unknown@formal@none@1@S@For each position of a 3D instance, the solvent accessibility and secondary structure values are collected from the DSSP [53] file of the target structure mapping the instance.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "position") (:form . "position") (:end . 17)\n (:start . 9) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 20) (:start . 18)\n (:id . 45))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 22) (:start . 21)\n (:id . 46))\n ((:tag . "NN") (:stem . "3d") (:form . "3D") (:end . 25) (:start . 23)\n (:id . 47))\n ((:tag . "NN") (:stem . "instance") (:form . "instance") (:end . 34)\n (:start . 26) (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 35) (:start . 34)\n (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 39) (:start . 36)\n (:id . 50))\n ((:tag . "JJ") (:stem . "solvent") (:form . "solvent") (:end . 47)\n (:start . 40) (:id . 51))\n ((:tag . "NN") (:stem . "accessibility") (:form . "accessibility")\n (:end . 61) (:start . 48) (:id . 52))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 65) (:start . 62)\n (:id . 53))\n ((:tag . "JJ") (:stem . "secondary") (:form . "secondary") (:end . 75)\n (:start . 66) (:id . 54))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 85)\n (:start . 76) (:id . 55))\n ((:tag . "NNS") (:stem . "value") (:form . "values") (:end . 92)\n (:start . 86) (:id . 56))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 96) (:start . 93)\n (:id . 57))\n ((:tag . "VBN") (:stem . "collect") (:form . "collected") (:end . 106)\n (:start . 97) (:id . 58))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 111) (:start . 107)\n (:id . 59))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 115) (:start . 112)\n (:id . 60))\n ((:tag . "NNP") (:stem . "DSSP") (:form . "DSSP") (:end . 120) (:start . 116)\n (:id . 61))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 122) (:start . 121)\n (:id . 62))\n ((:tag . "CD") (:stem . "53") (:form . "53") (:end . 124) (:start . 122)\n (:id . 63))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 125) (:start . 124)\n (:id . 64))\n ((:tag . "NN") (:stem . "file") (:form . "file") (:end . 130) (:start . 126)\n (:id . 65))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 133) (:start . 131)\n (:id . 66))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 137) (:start . 134)\n (:id . 67))\n ((:tag . "NN") (:stem . "target") (:form . "target") (:end . 144)\n (:start . 138) (:id . 68))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 154)\n (:start . 145) (:id . 69))\n ((:tag . "VBG") (:stem . "map") (:form . "mapping") (:end . 162)\n (:start . 155) (:id . 70))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 166) (:start . 163)\n (:id . 71))\n ((:tag . "NN") (:stem . "instance") (:form . "instance") (:end . 175)\n (:start . 167) (:id . 72))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 176) (:start . 175)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s13.232) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504445@unknown@formal@none@1@S@For the solvent exposure of a residue, a relative (normalized) value is calculated as the ratio of the residue's DSSP accessibility value to the residue accessible surface area value as defined by Miller and co-workers [54] and which is calculated for the residue in a Gly-Xaa-Gly tripeptide in extended conformation.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "JJ") (:stem . "solvent") (:form . "solvent") (:end . 15)\n (:start . 8) (:id . 44))\n ((:tag . "NN") (:stem . "exposure") (:form . "exposure") (:end . 24)\n (:start . 16) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 27) (:start . 25)\n (:id . 46))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 29) (:start . 28)\n (:id . 47))\n ((:tag . "NN") (:stem . "residue") (:form . "residue") (:end . 37)\n (:start . 30) (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 38) (:start . 37)\n (:id . 49))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 40) (:start . 39)\n (:id . 50))\n ((:tag . "JJ") (:stem . "relative") (:form . "relative") (:end . 49)\n (:start . 41) (:id . 51))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 51) (:start . 50)\n (:id . 52))\n ((:tag . "JJ") (:stem . "normalized") (:form . "normalized") (:end . 61)\n (:start . 51) (:id . 53))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 62) (:start . 61)\n (:id . 54))\n ((:tag . "NN") (:stem . "value") (:form . "value") (:end . 68) (:start . 63)\n (:id . 55))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 71) (:start . 69)\n (:id . 56))\n ((:tag . "VBN") (:stem . "calculate") (:form . "calculated") (:end . 82)\n (:start . 72) (:id . 57))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 85) (:start . 83)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 89) (:start . 86)\n (:id . 59))\n ((:tag . "NN") (:stem . "ratio") (:form . "ratio") (:end . 95) (:start . 90)\n (:id . 60))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 98) (:start . 96)\n (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 102) (:start . 99)\n (:id . 62))\n ((:tag . "NN") (:stem . "residue") (:form . "residue") (:end . 110)\n (:start . 103) (:id . 63))\n ((:tag . "POS") (:stem . "'s") (:form . "'s") (:end . 112) (:start . 110)\n (:id . 64))\n ((:tag . "NNP") (:stem . "DSSP") (:form . "DSSP") (:end . 117) (:start . 113)\n (:id . 65))\n ((:tag . "NN") (:stem . "accessibility") (:form . "accessibility")\n (:end . 131) (:start . 118) (:id . 66))\n ((:tag . "NN") (:stem . "value") (:form . "value") (:end . 137)\n (:start . 132) (:id . 67))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 140) (:start . 138)\n (:id . 68))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 144) (:start . 141)\n (:id . 69))\n ((:tag . "NN") (:stem . "residue") (:form . "residue") (:end . 152)\n (:start . 145) (:id . 70))\n ((:tag . "JJ") (:stem . "accessible") (:form . "accessible") (:end . 163)\n (:start . 153) (:id . 71))\n ((:tag . "NN") (:stem . "surface") (:form . "surface") (:end . 171)\n (:start . 164) (:id . 72))\n ((:tag . "NN") (:stem . "area") (:form . "area") (:end . 176) (:start . 172)\n (:id . 73))\n ((:tag . "NN") (:stem . "value") (:form . "value") (:end . 182)\n (:start . 177) (:id . 74))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 185) (:start . 183)\n (:id . 75))\n ((:tag . "VBN") (:stem . "define") (:form . "defined") (:end . 193)\n (:start . 186) (:id . 76))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 196) (:start . 194)\n (:id . 77))\n ((:tag . "NNP") (:stem . "Miller") (:form . "Miller") (:end . 203)\n (:start . 197) (:id . 78))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 207) (:start . 204)\n (:id . 79))\n ((:tag . "NNS") (:stem . "co-worker") (:form . "co-workers") (:end . 218)\n (:start . 208) (:id . 80))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 220) (:start . 219)\n (:id . 81))\n ((:tag . "CD") (:stem . "54") (:form . "54") (:end . 222) (:start . 220)\n (:id . 82))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 223) (:start . 222)\n (:id . 83))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 227) (:start . 224)\n (:id . 84))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 233)\n (:start . 228) (:id . 85))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 236) (:start . 234)\n (:id . 86))\n ((:tag . "VBN") (:stem . "calculate") (:form . "calculated") (:end . 247)\n (:start . 237) (:id . 87))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 251) (:start . 248)\n (:id . 88))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 255) (:start . 252)\n (:id . 89))\n ((:tag . "NN") (:stem . "residue") (:form . "residue") (:end . 263)\n (:start . 256) (:id . 90))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 266) (:start . 264)\n (:id . 91))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 268) (:start . 267)\n (:id . 92))\n ((:tag . "JJ") (:stem . "gly-xaa-gly") (:form . "Gly-Xaa-Gly") (:end . 280)\n (:start . 269) (:id . 93))\n ((:tag . "NN") (:stem . "tripeptide") (:form . "tripeptide") (:end . 291)\n (:start . 281) (:id . 94))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 294) (:start . 292)\n (:id . 95))\n ((:tag . "VBN") (:stem . "extend") (:form . "extended") (:end . 303)\n (:start . 295) (:id . 96))\n ((:tag . "NN") (:stem . "conformation") (:form . "conformation") (:end . 316)\n (:start . 304) (:id . 97))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 317) (:start . 316)\n (:id . 98)))@@@1@57@((:identifiers (:sid . :s13.233) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504446@unknown@formal@none@1@S@The DSSP secondary structure types are: H = alpha helix, B = residue in isolated beta-bridge, E = extended strand (participates in beta ladder), G = 3-helix (3/10 helix), I = 5 helix (pi helix), T = hydrogen bonded turn, and S = bend.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "DSSP") (:form . "DSSP") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "JJ") (:stem . "secondary") (:form . "secondary") (:end . 18)\n (:start . 9) (:id . 44))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 28)\n (:start . 19) (:id . 45))\n ((:tag . "NNS") (:stem . "type") (:form . "types") (:end . 34) (:start . 29)\n (:id . 46))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 38) (:start . 35)\n (:id . 47))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 39) (:start . 38)\n (:id . 48))\n ((:tag . "NNP") (:stem . "H") (:form . "H") (:end . 41) (:start . 40)\n (:id . 49))\n ((:tag . "SYM") (:stem . "=") (:form . "=") (:end . 43) (:start . 42)\n (:id . 50))\n ((:tag . "SYM") (:stem . "alpha") (:form . "alpha") (:end . 49) (:start . 44)\n (:id . 51))\n ((:tag . "NN") (:stem . "helix") (:form . "helix") (:end . 55) (:start . 50)\n (:id . 52))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 56) (:start . 55)\n (:id . 53))\n ((:tag . "NNP") (:stem . "B") (:form . "B") (:end . 58) (:start . 57)\n (:id . 54))\n ((:tag . "JJ") (:stem . "=") (:form . "=") (:end . 60) (:start . 59)\n (:id . 55))\n ((:tag . "NN") (:stem . "residue") (:form . "residue") (:end . 68)\n (:start . 61) (:id . 56))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 71) (:start . 69)\n (:id . 57))\n ((:tag . "VBN") (:stem . "isolate") (:form . "isolated") (:end . 80)\n (:start . 72) (:id . 58))\n ((:tag . "NN") (:stem . "beta-bridge") (:form . "beta-bridge") (:end . 92)\n (:start . 81) (:id . 59))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 93) (:start . 92)\n (:id . 60))\n ((:tag . "NNP") (:stem . "E") (:form . "E") (:end . 95) (:start . 94)\n (:id . 61))\n ((:tag . "SYM") (:stem . "=") (:form . "=") (:end . 97) (:start . 96)\n (:id . 62))\n ((:tag . "VBN") (:stem . "extend") (:form . "extended") (:end . 106)\n (:start . 98) (:id . 63))\n ((:tag . "NN") (:stem . "strand") (:form . "strand") (:end . 113)\n (:start . 107) (:id . 64))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 115) (:start . 114)\n (:id . 65))\n ((:tag . "VBZ") (:stem . "participate") (:form . "participates") (:end . 127)\n (:start . 115) (:id . 66))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 130) (:start . 128)\n (:id . 67))\n ((:tag . "SYM") (:stem . "beta") (:form . "beta") (:end . 135) (:start . 131)\n (:id . 68))\n ((:tag . "NN") (:stem . "ladder") (:form . "ladder") (:end . 142)\n (:start . 136) (:id . 69))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 143) (:start . 142)\n (:id . 70))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 144) (:start . 143)\n (:id . 71))\n ((:tag . "NNP") (:stem . "G") (:form . "G") (:end . 146) (:start . 145)\n (:id . 72))\n ((:tag . "SYM") (:stem . "=") (:form . "=") (:end . 148) (:start . 147)\n (:id . 73))\n ((:tag . "CD") (:stem . "3-helix") (:form . "3-helix") (:end . 156)\n (:start . 149) (:id . 74))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 158) (:start . 157)\n (:id . 75))\n ((:tag . "CD") (:stem . "3/10") (:form . "3/10") (:end . 162) (:start . 158)\n (:id . 76))\n ((:tag . "NN") (:stem . "helix") (:form . "helix") (:end . 168)\n (:start . 163) (:id . 77))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 169) (:start . 168)\n (:id . 78))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 170) (:start . 169)\n (:id . 79))\n ((:tag . "NN") (:stem . "i") (:form . "I") (:end . 172) (:start . 171)\n (:id . 80))\n ((:tag . "SYM") (:stem . "=") (:form . "=") (:end . 174) (:start . 173)\n (:id . 81))\n ((:tag . "CD") (:stem . "5") (:form . "5") (:end . 176) (:start . 175)\n (:id . 82))\n ((:tag . "NN") (:stem . "helix") (:form . "helix") (:end . 182)\n (:start . 177) (:id . 83))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 184) (:start . 183)\n (:id . 84))\n ((:tag . "NN") (:stem . "pi") (:form . "pi") (:end . 186) (:start . 184)\n (:id . 85))\n ((:tag . "NN") (:stem . "helix") (:form . "helix") (:end . 192)\n (:start . 187) (:id . 86))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 193) (:start . 192)\n (:id . 87))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 194) (:start . 193)\n (:id . 88))\n ((:tag . "NN") (:stem . "t") (:form . "T") (:end . 196) (:start . 195)\n (:id . 89))\n ((:tag . "SYM") (:stem . "=") (:form . "=") (:end . 198) (:start . 197)\n (:id . 90))\n ((:tag . "NN") (:stem . "hydrogen") (:form . "hydrogen") (:end . 207)\n (:start . 199) (:id . 91))\n ((:tag . "VBD") (:stem . "bond") (:form . "bonded") (:end . 214)\n (:start . 208) (:id . 92))\n ((:tag . "NN") (:stem . "turn") (:form . "turn") (:end . 219) (:start . 215)\n (:id . 93))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 220) (:start . 219)\n (:id . 94))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 224) (:start . 221)\n (:id . 95))\n ((:tag . "NNP") (:stem . "S") (:form . "S") (:end . 226) (:start . 225)\n (:id . 96))\n ((:tag . "SYM") (:stem . "=") (:form . "=") (:end . 228) (:start . 227)\n (:id . 97))\n ((:tag . "NN") (:stem . "bend") (:form . "bend") (:end . 233) (:start . 229)\n (:id . 98))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 234) (:start . 233)\n (:id . 99)))@@@1@58@((:identifiers (:sid . :s13.234) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504447@unknown@formal@none@1@S@Unstructured regions are marked as U.@(((:tag . "JJ") (:stem . "unstructured") (:form . "Unstructured") (:end . 12)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "region") (:form . "regions") (:end . 20)\n (:start . 13) (:id . 43))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 24) (:start . 21)\n (:id . 44))\n ((:tag . "VBN") (:stem . "mark") (:form . "marked") (:end . 31) (:start . 25)\n (:id . 45))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 34) (:start . 32)\n (:id . 46))\n ((:tag . "NNP") (:stem . "U") (:form . "U") (:end . 36) (:start . 35)\n (:id . 47))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 37) (:start . 36)\n (:id . 48)))@@@1@7@((:identifiers (:sid . :s13.235) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504448@unknown@formal@none@1@S@In our study we grouped the SSE types in four categories: 1) helices (H, I); 2) 3/10 helices (G); 3) strand (E); 4) loops (B, T, S, U).@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "study") (:form . "study") (:end . 12) (:start . 7)\n (:id . 44))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 15) (:start . 13)\n (:id . 45))\n ((:tag . "VBD") (:stem . "group") (:form . "grouped") (:end . 23)\n (:start . 16) (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 27) (:start . 24)\n (:id . 47))\n ((:tag . "NN") (:stem . "sse") (:form . "SSE") (:end . 31) (:start . 28)\n (:id . 48))\n ((:tag . "NNS") (:stem . "type") (:form . "types") (:end . 37) (:start . 32)\n (:id . 49))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 40) (:start . 38)\n (:id . 50))\n ((:tag . "CD") (:stem . "four") (:form . "four") (:end . 45) (:start . 41)\n (:id . 51))\n ((:tag . "NNS") (:stem . "category") (:form . "categories") (:end . 56)\n (:start . 46) (:id . 52))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 57) (:start . 56)\n (:id . 53))\n ((:tag . "LS") (:stem . "1") (:form . "1") (:end . 59) (:start . 58)\n (:id . 54))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 60) (:start . 59)\n (:id . 55))\n ((:tag . "NNS") (:stem . "helix") (:form . "helices") (:end . 68)\n (:start . 61) (:id . 56))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 70) (:start . 69)\n (:id . 57))\n ((:tag . "NNP") (:stem . "H") (:form . "H") (:end . 71) (:start . 70)\n (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 72) (:start . 71)\n (:id . 59))\n ((:tag . "NN") (:stem . "i") (:form . "I") (:end . 74) (:start . 73)\n (:id . 60))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 75) (:start . 74)\n (:id . 61))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 76) (:start . 75)\n (:id . 62))\n ((:tag . "CD") (:stem . "2") (:form . "2") (:end . 78) (:start . 77)\n (:id . 63))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 79) (:start . 78)\n (:id . 64))\n ((:tag . "CD") (:stem . "3/10") (:form . "3/10") (:end . 84) (:start . 80)\n (:id . 65))\n ((:tag . "NNS") (:stem . "helix") (:form . "helices") (:end . 92)\n (:start . 85) (:id . 66))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 94) (:start . 93)\n (:id . 67))\n ((:tag . "NNP") (:stem . "G") (:form . "G") (:end . 95) (:start . 94)\n (:id . 68))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 96) (:start . 95)\n (:id . 69))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 97) (:start . 96)\n (:id . 70))\n ((:tag . "LS") (:stem . "3") (:form . "3") (:end . 99) (:start . 98)\n (:id . 71))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 100) (:start . 99)\n (:id . 72))\n ((:tag . "NN") (:stem . "strand") (:form . "strand") (:end . 107)\n (:start . 101) (:id . 73))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 109) (:start . 108)\n (:id . 74))\n ((:tag . "NNP") (:stem . "E") (:form . "E") (:end . 110) (:start . 109)\n (:id . 75))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 111) (:start . 110)\n (:id . 76))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 112) (:start . 111)\n (:id . 77))\n ((:tag . "LS") (:stem . "4") (:form . "4") (:end . 114) (:start . 113)\n (:id . 78))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 115) (:start . 114)\n (:id . 79))\n ((:tag . "VBZ") (:stem . "loop") (:form . "loops") (:end . 121)\n (:start . 116) (:id . 80))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 123) (:start . 122)\n (:id . 81))\n ((:tag . "NNP") (:stem . "B") (:form . "B") (:end . 124) (:start . 123)\n (:id . 82))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 125) (:start . 124)\n (:id . 83))\n ((:tag . "NN") (:stem . "t") (:form . "T") (:end . 127) (:start . 126)\n (:id . 84))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 128) (:start . 127)\n (:id . 85))\n ((:tag . "NNP") (:stem . "S") (:form . "S") (:end . 130) (:start . 129)\n (:id . 86))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 131) (:start . 130)\n (:id . 87))\n ((:tag . "NNP") (:stem . "U") (:form . "U") (:end . 133) (:start . 132)\n (:id . 88))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 134) (:start . 133)\n (:id . 89))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 135) (:start . 134)\n (:id . 90)))@@@1@49@((:identifiers (:sid . :s13.236) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504449@unknown@formal@none@1@S@Pi helices are usually attached to larger alpha helices; therefore we grouped them with helices.@(((:tag . "NNP") (:stem . "Pi") (:form . "Pi") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "helix") (:form . "helices") (:end . 10)\n (:start . 3) (:id . 43))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 14) (:start . 11)\n (:id . 44))\n ((:tag . "RB") (:stem . "usually") (:form . "usually") (:end . 22)\n (:start . 15) (:id . 45))\n ((:tag . "VBN") (:stem . "attach") (:form . "attached") (:end . 31)\n (:start . 23) (:id . 46))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 34) (:start . 32)\n (:id . 47))\n ((:tag . "JJR") (:stem . "large") (:form . "larger") (:end . 41)\n (:start . 35) (:id . 48))\n ((:tag . "NN") (:stem . "alpha") (:form . "alpha") (:end . 47) (:start . 42)\n (:id . 49))\n ((:tag . "NNS") (:stem . "helix") (:form . "helices") (:end . 55)\n (:start . 48) (:id . 50))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 56) (:start . 55)\n (:id . 51))\n ((:tag . "RB") (:stem . "therefore") (:form . "therefore") (:end . 66)\n (:start . 57) (:id . 52))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 69) (:start . 67)\n (:id . 53))\n ((:tag . "VBD") (:stem . "group") (:form . "grouped") (:end . 77)\n (:start . 70) (:id . 54))\n ((:tag . "PRP") (:stem . "them") (:form . "them") (:end . 82) (:start . 78)\n (:id . 55))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 87) (:start . 83)\n (:id . 56))\n ((:tag . "NNS") (:stem . "helix") (:form . "helices") (:end . 95)\n (:start . 88) (:id . 57))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 96) (:start . 95)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s13.237) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504450@unknown@formal@none@1@S@3/10 helices are often poorly conserved as part of a larger loop but sometimes they are continuously linked to a larger helix and so we decided to treat them separately.@(((:tag . "CD") (:stem . "3/10") (:form . "3/10") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "helix") (:form . "helices") (:end . 12)\n (:start . 5) (:id . 43))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 16) (:start . 13)\n (:id . 44))\n ((:tag . "RB") (:stem . "often") (:form . "often") (:end . 22) (:start . 17)\n (:id . 45))\n ((:tag . "RB") (:stem . "poorly") (:form . "poorly") (:end . 29)\n (:start . 23) (:id . 46))\n ((:tag . "VBN") (:stem . "conserve") (:form . "conserved") (:end . 39)\n (:start . 30) (:id . 47))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 42) (:start . 40)\n (:id . 48))\n ((:tag . "NN") (:stem . "part") (:form . "part") (:end . 47) (:start . 43)\n (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 50) (:start . 48)\n (:id . 50))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 52) (:start . 51)\n (:id . 51))\n ((:tag . "JJR") (:stem . "large") (:form . "larger") (:end . 59)\n (:start . 53) (:id . 52))\n ((:tag . "NN") (:stem . "loop") (:form . "loop") (:end . 64) (:start . 60)\n (:id . 53))\n ((:tag . "CC") (:stem . "but") (:form . "but") (:end . 68) (:start . 65)\n (:id . 54))\n ((:tag . "RB") (:stem . "sometimes") (:form . "sometimes") (:end . 78)\n (:start . 69) (:id . 55))\n ((:tag . "PRP") (:stem . "they") (:form . "they") (:end . 83) (:start . 79)\n (:id . 56))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 87) (:start . 84)\n (:id . 57))\n ((:tag . "RB") (:stem . "continuously") (:form . "continuously") (:end . 100)\n (:start . 88) (:id . 58))\n ((:tag . "VBN") (:stem . "link") (:form . "linked") (:end . 107)\n (:start . 101) (:id . 59))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 110) (:start . 108)\n (:id . 60))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 112) (:start . 111)\n (:id . 61))\n ((:tag . "JJR") (:stem . "large") (:form . "larger") (:end . 119)\n (:start . 113) (:id . 62))\n ((:tag . "NN") (:stem . "helix") (:form . "helix") (:end . 125)\n (:start . 120) (:id . 63))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 129) (:start . 126)\n (:id . 64))\n ((:tag . "IN") (:stem . "so") (:form . "so") (:end . 132) (:start . 130)\n (:id . 65))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 135) (:start . 133)\n (:id . 66))\n ((:tag . "VBD") (:stem . "decide") (:form . "decided") (:end . 143)\n (:start . 136) (:id . 67))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 146) (:start . 144)\n (:id . 68))\n ((:tag . "VB") (:stem . "treat") (:form . "treat") (:end . 152)\n (:start . 147) (:id . 69))\n ((:tag . "PRP") (:stem . "them") (:form . "them") (:end . 157) (:start . 153)\n (:id . 70))\n ((:tag . "RB") (:stem . "separately") (:form . "separately") (:end . 168)\n (:start . 158) (:id . 71))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 169) (:start . 168)\n (:id . 72)))@@@1@31@((:identifiers (:sid . :s13.238) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504451@unknown@formal@none@1@S@B, T, S and U are grouped together because they usually belong to 3D flexible loop-like regions.@(((:tag . "NNP") (:stem . "B") (:form . "B") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 2) (:start . 1) (:id . 43))\n ((:tag . "NN") (:stem . "t") (:form . "T") (:end . 4) (:start . 3)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 5) (:start . 4) (:id . 45))\n ((:tag . "NNP") (:stem . "S") (:form . "S") (:end . 7) (:start . 6)\n (:id . 46))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 11) (:start . 8)\n (:id . 47))\n ((:tag . "NNP") (:stem . "U") (:form . "U") (:end . 13) (:start . 12)\n (:id . 48))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 17) (:start . 14)\n (:id . 49))\n ((:tag . "VBN") (:stem . "group") (:form . "grouped") (:end . 25)\n (:start . 18) (:id . 50))\n ((:tag . "RB") (:stem . "together") (:form . "together") (:end . 34)\n (:start . 26) (:id . 51))\n ((:tag . "IN") (:stem . "because") (:form . "because") (:end . 42)\n (:start . 35) (:id . 52))\n ((:tag . "PRP") (:stem . "they") (:form . "they") (:end . 47) (:start . 43)\n (:id . 53))\n ((:tag . "RB") (:stem . "usually") (:form . "usually") (:end . 55)\n (:start . 48) (:id . 54))\n ((:tag . "VBP") (:stem . "belong") (:form . "belong") (:end . 62)\n (:start . 56) (:id . 55))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 65) (:start . 63)\n (:id . 56))\n ((:tag . "NN") (:stem . "3d") (:form . "3D") (:end . 68) (:start . 66)\n (:id . 57))\n ((:tag . "JJ") (:stem . "flexible") (:form . "flexible") (:end . 77)\n (:start . 69) (:id . 58))\n ((:tag . "JJ") (:stem . "loop-like") (:form . "loop-like") (:end . 87)\n (:start . 78) (:id . 59))\n ((:tag . "NNS") (:stem . "region") (:form . "regions") (:end . 95)\n (:start . 88) (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 96) (:start . 95)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s13.239) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504452@unknown@formal@none@1@S@The non-redundant instance dataset is reported in Table S1 (additional file 6).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "non-redundant") (:form . "non-redundant")\n (:end . 17) (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "instance") (:form . "instance") (:end . 26)\n (:start . 18) (:id . 44))\n ((:tag . "NN") (:stem . "dataset") (:form . "dataset") (:end . 34)\n (:start . 27) (:id . 45))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 37) (:start . 35)\n (:id . 46))\n ((:tag . "VBN") (:stem . "report") (:form . "reported") (:end . 46)\n (:start . 38) (:id . 47))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 49) (:start . 47)\n (:id . 48))\n ((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 55) (:start . 50)\n (:id . 49))\n ((:tag . "NNP") (:stem . "S1") (:form . "S1") (:end . 58) (:start . 56)\n (:id . 50))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 60) (:start . 59)\n (:id . 51))\n ((:tag . "JJ") (:stem . "additional") (:form . "additional") (:end . 70)\n (:start . 60) (:id . 52))\n ((:tag . "NN") (:stem . "file") (:form . "file") (:end . 75) (:start . 71)\n (:id . 53))\n ((:tag . "CD") (:stem . "6") (:form . "6") (:end . 77) (:start . 76)\n (:id . 54))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 78) (:start . 77)\n (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 79) (:start . 78)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s13.240) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504453@unknown@formal@none@1@S@Random structural matches@(((:tag . "NNP") (:stem . "Random") (:form . "Random") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "structural") (:form . "structural") (:end . 17)\n (:start . 7) (:id . 43))\n ((:tag . "NNS") (:stem . "match") (:form . "matches") (:end . 25)\n (:start . 18) (:id . 44)))@@@1@3@((:identifiers (:sid . :s13.241) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504454@unknown@formal@none@1@S@Since the aim of our study was to set up a scoring scheme and to establish accessibility and secondary structure score thresholds for discriminating true motifs among random (mostly FP) matches, we performed a pattern search using all the LM regular expressions available in the ELM database (112) in the 1037 sequences known for having at least one true annotated instance.@(((:tag . "IN") (:stem . "since") (:form . "Since") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 9) (:start . 6)\n (:id . 43))\n ((:tag . "NN") (:stem . "aim") (:form . "aim") (:end . 13) (:start . 10)\n (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 16) (:start . 14)\n (:id . 45))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 20) (:start . 17)\n (:id . 46))\n ((:tag . "NN") (:stem . "study") (:form . "study") (:end . 26) (:start . 21)\n (:id . 47))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 30) (:start . 27)\n (:id . 48))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 33) (:start . 31)\n (:id . 49))\n ((:tag . "VB") (:stem . "set") (:form . "set") (:end . 37) (:start . 34)\n (:id . 50))\n ((:tag . "RP") (:stem . "up") (:form . "up") (:end . 40) (:start . 38)\n (:id . 51))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 42) (:start . 41)\n (:id . 52))\n ((:tag . "VBG") (:stem . "score") (:form . "scoring") (:end . 50)\n (:start . 43) (:id . 53))\n ((:tag . "NN") (:stem . "scheme") (:form . "scheme") (:end . 57)\n (:start . 51) (:id . 54))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 61) (:start . 58)\n (:id . 55))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 64) (:start . 62)\n (:id . 56))\n ((:tag . "VB") (:stem . "establish") (:form . "establish") (:end . 74)\n (:start . 65) (:id . 57))\n ((:tag . "NN") (:stem . "accessibility") (:form . "accessibility")\n (:end . 88) (:start . 75) (:id . 58))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 92) (:start . 89)\n (:id . 59))\n ((:tag . "JJ") (:stem . "secondary") (:form . "secondary") (:end . 102)\n (:start . 93) (:id . 60))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 112)\n (:start . 103) (:id . 61))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 118)\n (:start . 113) (:id . 62))\n ((:tag . "NNS") (:stem . "threshold") (:form . "thresholds") (:end . 129)\n (:start . 119) (:id . 63))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 133) (:start . 130)\n (:id . 64))\n ((:tag . "VBG") (:stem . "discriminate") (:form . "discriminating")\n (:end . 148) (:start . 134) (:id . 65))\n ((:tag . "JJ") (:stem . "true") (:form . "true") (:end . 153) (:start . 149)\n (:id . 66))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 160)\n (:start . 154) (:id . 67))\n ((:tag . "IN") (:stem . "among") (:form . "among") (:end . 166)\n (:start . 161) (:id . 68))\n ((:tag . "JJ") (:stem . "random") (:form . "random") (:end . 173)\n (:start . 167) (:id . 69))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 175) (:start . 174)\n (:id . 70))\n ((:tag . "RB") (:stem . "mostly") (:form . "mostly") (:end . 181)\n (:start . 175) (:id . 71))\n ((:tag . "NNP") (:stem . "FP") (:form . "FP") (:end . 184) (:start . 182)\n (:id . 72))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 185) (:start . 184)\n (:id . 73))\n ((:tag . "VBZ") (:stem . "match") (:form . "matches") (:end . 193)\n (:start . 186) (:id . 74))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 194) (:start . 193)\n (:id . 75))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 197) (:start . 195)\n (:id . 76))\n ((:tag . "VBD") (:stem . "perform") (:form . "performed") (:end . 207)\n (:start . 198) (:id . 77))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 209) (:start . 208)\n (:id . 78))\n ((:tag . "NN") (:stem . "pattern") (:form . "pattern") (:end . 217)\n (:start . 210) (:id . 79))\n ((:tag . "NN") (:stem . "search") (:form . "search") (:end . 224)\n (:start . 218) (:id . 80))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 230) (:start . 225)\n (:id . 81))\n ((:tag . "PDT") (:stem . "all") (:form . "all") (:end . 234) (:start . 231)\n (:id . 82))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 238) (:start . 235)\n (:id . 83))\n ((:tag . "NNP") (:stem . "LM") (:form . "LM") (:end . 241) (:start . 239)\n (:id . 84))\n ((:tag . "JJ") (:stem . "regular") (:form . "regular") (:end . 249)\n (:start . 242) (:id . 85))\n ((:tag . "NNS") (:stem . "expression") (:form . "expressions") (:end . 261)\n (:start . 250) (:id . 86))\n ((:tag . "JJ") (:stem . "available") (:form . "available") (:end . 271)\n (:start . 262) (:id . 87))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 274) (:start . 272)\n (:id . 88))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 278) (:start . 275)\n (:id . 89))\n ((:tag . "NNP") (:stem . "ELM") (:form . "ELM") (:end . 282) (:start . 279)\n (:id . 90))\n ((:tag . "NN") (:stem . "database") (:form . "database") (:end . 291)\n (:start . 283) (:id . 91))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 293) (:start . 292)\n (:id . 92))\n ((:tag . "CD") (:stem . "112") (:form . "112") (:end . 296) (:start . 293)\n (:id . 93))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 297) (:start . 296)\n (:id . 94))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 300) (:start . 298)\n (:id . 95))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 304) (:start . 301)\n (:id . 96))\n ((:tag . "CD") (:stem . "1037") (:form . "1037") (:end . 309) (:start . 305)\n (:id . 97))\n ((:tag . "NNS") (:stem . "sequence") (:form . "sequences") (:end . 319)\n (:start . 310) (:id . 98))\n ((:tag . "VBN") (:stem . "know") (:form . "known") (:end . 325)\n (:start . 320) (:id . 99))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 329) (:start . 326)\n (:id . 100))\n ((:tag . "VBG") (:stem . "have") (:form . "having") (:end . 336)\n (:start . 330) (:id . 101))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 339) (:start . 337)\n (:id . 102))\n ((:tag . "JJS") (:stem . "least") (:form . "least") (:end . 345)\n (:start . 340) (:id . 103))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 349) (:start . 346)\n (:id . 104))\n ((:tag . "JJ") (:stem . "true") (:form . "true") (:end . 354) (:start . 350)\n (:id . 105))\n ((:tag . "JJ") (:stem . "annotated") (:form . "annotated") (:end . 364)\n (:start . 355) (:id . 106))\n ((:tag . "NN") (:stem . "instance") (:form . "instance") (:end . 373)\n (:start . 365) (:id . 107))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 374) (:start . 373)\n (:id . 108)))@@@1@67@((:identifiers (:sid . :s13.242) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504455@unknown@formal@none@1@S@True motif instances were filtered out from the resulting list of matches.@(((:tag . "JJ") (:stem . "true") (:form . "True") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 10) (:start . 5)\n (:id . 43))\n ((:tag . "NNS") (:stem . "instance") (:form . "instances") (:end . 20)\n (:start . 11) (:id . 44))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 25) (:start . 21)\n (:id . 45))\n ((:tag . "VBN") (:stem . "filter") (:form . "filtered") (:end . 34)\n (:start . 26) (:id . 46))\n ((:tag . "RP") (:stem . "out") (:form . "out") (:end . 38) (:start . 35)\n (:id . 47))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 43) (:start . 39)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 47) (:start . 44)\n (:id . 49))\n ((:tag . "VBG") (:stem . "result") (:form . "resulting") (:end . 57)\n (:start . 48) (:id . 50))\n ((:tag . "NN") (:stem . "list") (:form . "list") (:end . 62) (:start . 58)\n (:id . 51))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 65) (:start . 63)\n (:id . 52))\n ((:tag . "NNS") (:stem . "match") (:form . "matches") (:end . 73)\n (:start . 66) (:id . 53))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 74) (:start . 73)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s13.243) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504456@unknown@formal@none@1@S@Applying the same sequence-to-structure mapping procedure used for true motif instances, the sequences of random matches were modeled onto SCOP domains, resulting in 22,058 3D non-identical matches from 105 motifs.@(((:tag . "VBG") (:stem . "apply") (:form . "Applying") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 12) (:start . 9)\n (:id . 43))\n ((:tag . "JJ") (:stem . "same") (:form . "same") (:end . 17) (:start . 13)\n (:id . 44))\n ((:tag . "NN") (:stem . "sequence-to-structure")\n (:form . "sequence-to-structure") (:end . 39) (:start . 18) (:id . 45))\n ((:tag . "VBG") (:stem . "map") (:form . "mapping") (:end . 47) (:start . 40)\n (:id . 46))\n ((:tag . "NN") (:stem . "procedure") (:form . "procedure") (:end . 57)\n (:start . 48) (:id . 47))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 62) (:start . 58)\n (:id . 48))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 66) (:start . 63)\n (:id . 49))\n ((:tag . "JJ") (:stem . "true") (:form . "true") (:end . 71) (:start . 67)\n (:id . 50))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 77) (:start . 72)\n (:id . 51))\n ((:tag . "NNS") (:stem . "instance") (:form . "instances") (:end . 87)\n (:start . 78) (:id . 52))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 88) (:start . 87)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 92) (:start . 89)\n (:id . 54))\n ((:tag . "NNS") (:stem . "sequence") (:form . "sequences") (:end . 102)\n (:start . 93) (:id . 55))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 105) (:start . 103)\n (:id . 56))\n ((:tag . "JJ") (:stem . "random") (:form . "random") (:end . 112)\n (:start . 106) (:id . 57))\n ((:tag . "NNS") (:stem . "match") (:form . "matches") (:end . 120)\n (:start . 113) (:id . 58))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 125) (:start . 121)\n (:id . 59))\n ((:tag . "VBN") (:stem . "model") (:form . "modeled") (:end . 133)\n (:start . 126) (:id . 60))\n ((:tag . "IN") (:stem . "onto") (:form . "onto") (:end . 138) (:start . 134)\n (:id . 61))\n ((:tag . "NNP") (:stem . "SCOP") (:form . "SCOP") (:end . 143) (:start . 139)\n (:id . 62))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 151)\n (:start . 144) (:id . 63))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 152) (:start . 151)\n (:id . 64))\n ((:tag . "VBG") (:stem . "result") (:form . "resulting") (:end . 162)\n (:start . 153) (:id . 65))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 165) (:start . 163)\n (:id . 66))\n ((:tag . "CD") (:stem . "22,058") (:form . "22,058") (:end . 172)\n (:start . 166) (:id . 67))\n ((:tag . "NN") (:stem . "3d") (:form . "3D") (:end . 175) (:start . 173)\n (:id . 68))\n ((:tag . "JJ") (:stem . "non-identical") (:form . "non-identical")\n (:end . 189) (:start . 176) (:id . 69))\n ((:tag . "NNS") (:stem . "match") (:form . "matches") (:end . 197)\n (:start . 190) (:id . 70))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 202) (:start . 198)\n (:id . 71))\n ((:tag . "CD") (:stem . "105") (:form . "105") (:end . 206) (:start . 203)\n (:id . 72))\n ((:tag . "NNS") (:stem . "motif") (:form . "motifs") (:end . 213)\n (:start . 207) (:id . 73))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 214) (:start . 213)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s13.244) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504457@unknown@formal@none@1@S@LM-specific background score distributions@(((:tag . "JJ") (:stem . "lm-specific") (:form . "LM-specific") (:end . 11)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "background") (:form . "background") (:end . 22)\n (:start . 12) (:id . 43))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 28) (:start . 23)\n (:id . 44))\n ((:tag . "NNS") (:stem . "distribution") (:form . "distributions")\n (:end . 42) (:start . 29) (:id . 45)))@@@1@4@((:identifiers (:sid . :s13.245) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504458@unknown@formal@none@1@S@Background score distributions have been obtained by scanning the 13,582 sequences of a non redundant PDB dataset (<50% sequence identity, downloaded from PDB clusters [55]) with the regular expressions of the 112 ELM motifs (total number of available motifs), mapping the 323,5412 matches onto SCOP domains and assigning them an accessibility score and a secondary structure score.@(((:tag . "NN") (:stem . "background") (:form . "Background") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 16) (:start . 11)\n (:id . 43))\n ((:tag . "NNS") (:stem . "distribution") (:form . "distributions")\n (:end . 30) (:start . 17) (:id . 44))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 35) (:start . 31)\n (:id . 45))\n ((:tag . "VBN") (:stem . "be") (:form . "been") (:end . 40) (:start . 36)\n (:id . 46))\n ((:tag . "VBN") (:stem . "obtain") (:form . "obtained") (:end . 49)\n (:start . 41) (:id . 47))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 52) (:start . 50)\n (:id . 48))\n ((:tag . "VBG") (:stem . "scan") (:form . "scanning") (:end . 61)\n (:start . 53) (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 65) (:start . 62)\n (:id . 50))\n ((:tag . "CD") (:stem . "13,582") (:form . "13,582") (:end . 72)\n (:start . 66) (:id . 51))\n ((:tag . "NNS") (:stem . "sequence") (:form . "sequences") (:end . 82)\n (:start . 73) (:id . 52))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 85) (:start . 83)\n (:id . 53))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 87) (:start . 86)\n (:id . 54))\n ((:tag . "JJ") (:stem . "non") (:form . "non") (:end . 91) (:start . 88)\n (:id . 55))\n ((:tag . "JJ") (:stem . "redundant") (:form . "redundant") (:end . 101)\n (:start . 92) (:id . 56))\n ((:tag . "NN") (:stem . "pdb") (:form . "PDB") (:end . 105) (:start . 102)\n (:id . 57))\n ((:tag . "NN") (:stem . "dataset") (:form . "dataset") (:end . 113)\n (:start . 106) (:id . 58))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 115) (:start . 114)\n (:id . 59))\n ((:tag . "CD") (:stem . "<50") (:form . "<50") (:end . 118) (:start . 115)\n (:id . 60))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 119) (:start . 118)\n (:id . 61))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 128)\n (:start . 120) (:id . 62))\n ((:tag . "NN") (:stem . "identity") (:form . "identity") (:end . 137)\n (:start . 129) (:id . 63))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 138) (:start . 137)\n (:id . 64))\n ((:tag . "VBD") (:stem . "downloade") (:form . "downloaded") (:end . 149)\n (:start . 139) (:id . 65))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 154) (:start . 150)\n (:id . 66))\n ((:tag . "NNP") (:stem . "PDB") (:form . "PDB") (:end . 158) (:start . 155)\n (:id . 67))\n ((:tag . "NNS") (:stem . "cluster") (:form . "clusters") (:end . 167)\n (:start . 159) (:id . 68))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 169) (:start . 168)\n (:id . 69))\n ((:tag . "CD") (:stem . "55") (:form . "55") (:end . 171) (:start . 169)\n (:id . 70))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 172) (:start . 171)\n (:id . 71))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 173) (:start . 172)\n (:id . 72))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 178) (:start . 174)\n (:id . 73))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 182) (:start . 179)\n (:id . 74))\n ((:tag . "JJ") (:stem . "regular") (:form . "regular") (:end . 190)\n (:start . 183) (:id . 75))\n ((:tag . "NNS") (:stem . "expression") (:form . "expressions") (:end . 202)\n (:start . 191) (:id . 76))\n ((:tag . 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"motifs") (:end . 258)\n (:start . 252) (:id . 87))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 259) (:start . 258)\n (:id . 88))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 260) (:start . 259)\n (:id . 89))\n ((:tag . "VBG") (:stem . "map") (:form . "mapping") (:end . 268)\n (:start . 261) (:id . 90))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 272) (:start . 269)\n (:id . 91))\n ((:tag . "CD") (:stem . "323,5412") (:form . "323,5412") (:end . 281)\n (:start . 273) (:id . 92))\n ((:tag . "NNS") (:stem . "match") (:form . "matches") (:end . 289)\n (:start . 282) (:id . 93))\n ((:tag . "IN") (:stem . "onto") (:form . "onto") (:end . 294) (:start . 290)\n (:id . 94))\n ((:tag . "NNP") (:stem . "SCOP") (:form . "SCOP") (:end . 299) (:start . 295)\n (:id . 95))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 307)\n (:start . 300) (:id . 96))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 311) (:start . 308)\n (:id . 97))\n ((:tag . "VBG") (:stem . "assign") (:form . "assigning") (:end . 321)\n (:start . 312) (:id . 98))\n ((:tag . "PRP") (:stem . "them") (:form . "them") (:end . 326) (:start . 322)\n (:id . 99))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 329) (:start . 327)\n (:id . 100))\n ((:tag . "NN") (:stem . "accessibility") (:form . "accessibility")\n (:end . 343) (:start . 330) (:id . 101))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 349)\n (:start . 344) (:id . 102))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 353) (:start . 350)\n (:id . 103))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 355) (:start . 354)\n (:id . 104))\n ((:tag . "JJ") (:stem . "secondary") (:form . "secondary") (:end . 365)\n (:start . 356) (:id . 105))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 375)\n (:start . 366) (:id . 106))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 381)\n (:start . 376) (:id . 107))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 382) (:start . 381)\n (:id . 108)))@@@1@67@((:identifiers (:sid . :s13.246) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504459@unknown@formal@none@1@S@Score distributions (for each feature) were then plotted for 103 LMs: score distributions for the 9 LMs with less than 10 matches are not reported.@(((:tag . "NN") (:stem . "score") (:form . "Score") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "distribution") (:form . "distributions")\n (:end . 19) (:start . 6) (:id . 43))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 21) (:start . 20)\n (:id . 44))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 24) (:start . 21)\n (:id . 45))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 29) (:start . 25)\n (:id . 46))\n ((:tag . "NN") (:stem . "feature") (:form . "feature") (:end . 37)\n (:start . 30) (:id . 47))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 38) (:start . 37)\n (:id . 48))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 43) (:start . 39)\n (:id . 49))\n ((:tag . "RB") (:stem . "then") (:form . "then") (:end . 48) (:start . 44)\n (:id . 50))\n ((:tag . "VBN") (:stem . "plot") (:form . "plotted") (:end . 56)\n (:start . 49) (:id . 51))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 60) (:start . 57)\n (:id . 52))\n ((:tag . "CD") (:stem . "103") (:form . "103") (:end . 64) (:start . 61)\n (:id . 53))\n ((:tag . "NNS") (:stem . "lm") (:form . "LMs") (:end . 68) (:start . 65)\n (:id . 54))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 69) (:start . 68)\n (:id . 55))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 75) (:start . 70)\n (:id . 56))\n ((:tag . "NNS") (:stem . "distribution") (:form . "distributions")\n (:end . 89) (:start . 76) (:id . 57))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 93) (:start . 90)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 97) (:start . 94)\n (:id . 59))\n ((:tag . "CD") (:stem . "9") (:form . "9") (:end . 99) (:start . 98)\n (:id . 60))\n ((:tag . "NNS") (:stem . "lm") (:form . "LMs") (:end . 103) (:start . 100)\n (:id . 61))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 108) (:start . 104)\n (:id . 62))\n ((:tag . "JJR") (:stem . "less") (:form . "less") (:end . 113) (:start . 109)\n (:id . 63))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 118) (:start . 114)\n (:id . 64))\n ((:tag . "CD") (:stem . "10") (:form . "10") (:end . 121) (:start . 119)\n (:id . 65))\n ((:tag . "NNS") (:stem . "match") (:form . "matches") (:end . 129)\n (:start . 122) (:id . 66))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 133) (:start . 130)\n (:id . 67))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 137) (:start . 134)\n (:id . 68))\n ((:tag . "VBN") (:stem . "report") (:form . "reported") (:end . 146)\n (:start . 138) (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 147) (:start . 146)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s13.247) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504460@unknown@formal@none@1@S@LM-specific score distributions are shown in additional file 4 (Figure S3).@(((:tag . "JJ") (:stem . "lm-specific") (:form . "LM-specific") (:end . 11)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 17) (:start . 12)\n (:id . 43))\n ((:tag . "NNS") (:stem . "distribution") (:form . "distributions")\n (:end . 31) (:start . 18) (:id . 44))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 35) (:start . 32)\n (:id . 45))\n ((:tag . "VBN") (:stem . "show") (:form . "shown") (:end . 41) (:start . 36)\n (:id . 46))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 44) (:start . 42)\n (:id . 47))\n ((:tag . "JJ") (:stem . "additional") (:form . "additional") (:end . 55)\n (:start . 45) (:id . 48))\n ((:tag . "NN") (:stem . "file") (:form . "file") (:end . 60) (:start . 56)\n (:id . 49))\n ((:tag . "CD") (:stem . "4") (:form . "4") (:end . 62) (:start . 61)\n (:id . 50))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 64) (:start . 63)\n (:id . 51))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 70)\n (:start . 64) (:id . 52))\n ((:tag . "NNP") (:stem . "S3") (:form . "S3") (:end . 73) (:start . 71)\n (:id . 53))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 74) (:start . 73)\n (:id . 54))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 75) (:start . 74)\n (:id . 55)))@@@1@14@((:identifiers (:sid . :s13.248) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504461@unknown@formal@none@1@S@The ELM structure filter pipeline@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "ELM") (:form . "ELM") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 17)\n (:start . 8) (:id . 44))\n ((:tag . "NN") (:stem . "filter") (:form . "filter") (:end . 24)\n (:start . 18) (:id . 45))\n ((:tag . "NN") (:stem . "pipeline") (:form . "pipeline") (:end . 33)\n (:start . 25) (:id . 46)))@@@1@5@((:identifiers (:sid . :s13.249) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504462@unknown@formal@none@1@S@The user query sequence submitted through either the Web Interface or the Web Service is first scanned for LM matches and then aligned to the database of ASTRAL sequences [47] derived from SCOP domains [46].@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "user") (:form . "user") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "query") (:form . 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"NNP") (:stem . "Service") (:form . "Service") (:end . 85)\n (:start . 78) (:id . 55))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 88) (:start . 86)\n (:id . 56))\n ((:tag . "RB") (:stem . "first") (:form . "first") (:end . 94) (:start . 89)\n (:id . 57))\n ((:tag . "VBN") (:stem . "scan") (:form . "scanned") (:end . 102)\n (:start . 95) (:id . 58))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 106) (:start . 103)\n (:id . 59))\n ((:tag . "NNP") (:stem . "LM") (:form . "LM") (:end . 109) (:start . 107)\n (:id . 60))\n ((:tag . "NNS") (:stem . "match") (:form . "matches") (:end . 117)\n (:start . 110) (:id . 61))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 121) (:start . 118)\n (:id . 62))\n ((:tag . "RB") (:stem . "then") (:form . "then") (:end . 126) (:start . 122)\n (:id . 63))\n ((:tag . "VBN") (:stem . "align") (:form . "aligned") (:end . 134)\n (:start . 127) (:id . 64))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 137) (:start . 135)\n (:id . 65))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 141) (:start . 138)\n (:id . 66))\n ((:tag . "NN") (:stem . "database") (:form . "database") (:end . 150)\n (:start . 142) (:id . 67))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 153) (:start . 151)\n (:id . 68))\n ((:tag . "JJ") (:stem . "astral") (:form . "ASTRAL") (:end . 160)\n (:start . 154) (:id . 69))\n ((:tag . "NNS") (:stem . "sequence") (:form . "sequences") (:end . 170)\n (:start . 161) (:id . 70))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 172) (:start . 171)\n (:id . 71))\n ((:tag . "CD") (:stem . "47") (:form . "47") (:end . 174) (:start . 172)\n (:id . 72))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 175) (:start . 174)\n (:id . 73))\n ((:tag . "VBN") (:stem . "derive") (:form . "derived") (:end . 183)\n (:start . 176) (:id . 74))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 188) (:start . 184)\n (:id . 75))\n ((:tag . "NNP") (:stem . "SCOP") (:form . "SCOP") (:end . 193) (:start . 189)\n (:id . 76))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 201)\n (:start . 194) (:id . 77))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 203) (:start . 202)\n (:id . 78))\n ((:tag . "CD") (:stem . "46") (:form . "46") (:end . 205) (:start . 203)\n (:id . 79))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 206) (:start . 205)\n (:id . 80))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 207) (:start . 206)\n (:id . 81)))@@@1@40@((:identifiers (:sid . :s13.250) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504463@unknown@formal@none@1@S@The hit with the highest sequence identity and coverage to the query sequence is selected as a reference structure.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "hit") (:form . "hit") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 12) (:start . 8)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 16) (:start . 13)\n (:id . 45))\n ((:tag . "JJS") (:stem . "high") (:form . "highest") (:end . 24)\n (:start . 17) (:id . 46))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 33)\n (:start . 25) (:id . 47))\n ((:tag . "NN") (:stem . "identity") (:form . "identity") (:end . 42)\n (:start . 34) (:id . 48))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 46) (:start . 43)\n (:id . 49))\n ((:tag . "NN") (:stem . "coverage") (:form . "coverage") (:end . 55)\n (:start . 47) (:id . 50))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 58) (:start . 56)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 62) (:start . 59)\n (:id . 52))\n ((:tag . "NN") (:stem . "query") (:form . "query") (:end . 68) (:start . 63)\n (:id . 53))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 77)\n (:start . 69) (:id . 54))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 80) (:start . 78)\n (:id . 55))\n ((:tag . "VBN") (:stem . "select") (:form . "selected") (:end . 89)\n (:start . 81) (:id . 56))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 92) (:start . 90)\n (:id . 57))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 94) (:start . 93)\n (:id . 58))\n ((:tag . "NN") (:stem . "reference") (:form . "reference") (:end . 104)\n (:start . 95) (:id . 59))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 114)\n (:start . 105) (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 115) (:start . 114)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s13.251) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504464@unknown@formal@none@1@S@If more than one hit has the same sequence identity and coverage to the query sequence, the structure with the best experimental resolution is taken as reference and, for the same resolution, one hit is chosen randomly.@(((:tag . "IN") (:stem . "if") (:form . "If") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "JJR") (:stem . "more") (:form . "more") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 12) (:start . 8)\n (:id . 44))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 16) (:start . 13)\n (:id . 45))\n ((:tag . "NN") (:stem . "hit") (:form . "hit") (:end . 20) (:start . 17)\n (:id . 46))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 24) (:start . 21)\n (:id . 47))\n ((:tag . 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",") (:end . 87) (:start . 86)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 91) (:start . 88)\n (:id . 59))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 101)\n (:start . 92) (:id . 60))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 106) (:start . 102)\n (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 110) (:start . 107)\n (:id . 62))\n ((:tag . "JJS") (:stem . "good") (:form . "best") (:end . 115) (:start . 111)\n (:id . 63))\n ((:tag . "JJ") (:stem . "experimental") (:form . "experimental") (:end . 128)\n (:start . 116) (:id . 64))\n ((:tag . "NN") (:stem . "resolution") (:form . "resolution") (:end . 139)\n (:start . 129) (:id . 65))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 142) (:start . 140)\n (:id . 66))\n ((:tag . "VBN") (:stem . "take") (:form . "taken") (:end . 148)\n (:start . 143) (:id . 67))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 151) (:start . 149)\n (:id . 68))\n ((:tag . "NN") (:stem . "reference") (:form . "reference") (:end . 161)\n (:start . 152) (:id . 69))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 165) (:start . 162)\n (:id . 70))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 166) (:start . 165)\n (:id . 71))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 170) (:start . 167)\n (:id . 72))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 174) (:start . 171)\n (:id . 73))\n ((:tag . "JJ") (:stem . "same") (:form . "same") (:end . 179) (:start . 175)\n (:id . 74))\n ((:tag . "NN") (:stem . "resolution") (:form . "resolution") (:end . 190)\n (:start . 180) (:id . 75))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 191) (:start . 190)\n (:id . 76))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 195) (:start . 192)\n (:id . 77))\n ((:tag . "NN") (:stem . "hit") (:form . "hit") (:end . 199) (:start . 196)\n (:id . 78))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 202) (:start . 200)\n (:id . 79))\n ((:tag . "VBN") (:stem . "choose") (:form . "chosen") (:end . 209)\n (:start . 203) (:id . 80))\n ((:tag . "RB") (:stem . "randomly") (:form . "randomly") (:end . 218)\n (:start . 210) (:id . 81))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 219) (:start . 218)\n (:id . 82)))@@@1@41@((:identifiers (:sid . :s13.252) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504465@unknown@formal@none@1@S@This approach may result, for example, in the organism of the reference structure being different from the source organism of the user query sequence.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "approach") (:form . "approach") (:end . 13)\n (:start . 5) (:id . 43))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 17) (:start . 14)\n (:id . 44))\n ((:tag . "VB") (:stem . "result") (:form . "result") (:end . 24)\n (:start . 18) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 25) (:start . 24)\n (:id . 46))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 29) (:start . 26)\n (:id . 47))\n ((:tag . "NN") (:stem . "example") (:form . "example") (:end . 37)\n (:start . 30) (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 38) (:start . 37)\n (:id . 49))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 41) (:start . 39)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 45) (:start . 42)\n (:id . 51))\n ((:tag . "NN") (:stem . "organism") (:form . "organism") (:end . 54)\n (:start . 46) (:id . 52))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 57) (:start . 55)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 61) (:start . 58)\n (:id . 54))\n ((:tag . "NN") (:stem . "reference") (:form . "reference") (:end . 71)\n (:start . 62) (:id . 55))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 81)\n (:start . 72) (:id . 56))\n ((:tag . "VBG") (:stem . "be") (:form . "being") (:end . 87) (:start . 82)\n (:id . 57))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 97)\n (:start . 88) (:id . 58))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 102) (:start . 98)\n (:id . 59))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 106) (:start . 103)\n (:id . 60))\n ((:tag . "NN") (:stem . "source") (:form . "source") (:end . 113)\n (:start . 107) (:id . 61))\n ((:tag . "NN") (:stem . "organism") (:form . "organism") (:end . 122)\n (:start . 114) (:id . 62))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 125) (:start . 123)\n (:id . 63))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 129) (:start . 126)\n (:id . 64))\n ((:tag . "NN") (:stem . "user") (:form . "user") (:end . 134) (:start . 130)\n (:id . 65))\n ((:tag . "NN") (:stem . "query") (:form . "query") (:end . 140)\n (:start . 135) (:id . 66))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 149)\n (:start . 141) (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 150) (:start . 149)\n (:id . 68)))@@@1@27@((:hcues ((:id . :x13.253.1) (:span 14 17)))\n (:hscopes ((:id . :x13.253.1) (:span 14 149)))\n (:identifiers (:sid . :s13.253) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504466@unknown@formal@none@1@S@However, since proteins with identical sequences fold into identical structures, the procedure for the selection of the reference structure does not introduce any bias in the calculation of solvent accessibility and secondary structure values.@(((:tag . "RB") (:stem . "however") (:form . "However") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . 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",") (:end . 80) (:start . 79)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 84) (:start . 81)\n (:id . 54))\n ((:tag . "NN") (:stem . "procedure") (:form . "procedure") (:end . 94)\n (:start . 85) (:id . 55))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 98) (:start . 95)\n (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 102) (:start . 99)\n (:id . 57))\n ((:tag . "NN") (:stem . "selection") (:form . "selection") (:end . 112)\n (:start . 103) (:id . 58))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 115) (:start . 113)\n (:id . 59))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 119) (:start . 116)\n (:id . 60))\n ((:tag . "NN") (:stem . "reference") (:form . "reference") (:end . 129)\n (:start . 120) (:id . 61))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 139)\n (:start . 130) (:id . 62))\n ((:tag . "VBZ") (:stem . "do") (:form . "does") (:end . 144) (:start . 140)\n (:id . 63))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 148) (:start . 145)\n (:id . 64))\n ((:tag . "VB") (:stem . "introduce") (:form . "introduce") (:end . 158)\n (:start . 149) (:id . 65))\n ((:tag . "DT") (:stem . "any") (:form . "any") (:end . 162) (:start . 159)\n (:id . 66))\n ((:tag . "NN") (:stem . "bias") (:form . "bias") (:end . 167) (:start . 163)\n (:id . 67))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 170) (:start . 168)\n (:id . 68))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 174) (:start . 171)\n (:id . 69))\n ((:tag . "NN") (:stem . "calculation") (:form . "calculation") (:end . 186)\n (:start . 175) (:id . 70))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 189) (:start . 187)\n (:id . 71))\n ((:tag . "JJ") (:stem . "solvent") (:form . "solvent") (:end . 197)\n (:start . 190) (:id . 72))\n ((:tag . "NN") (:stem . "accessibility") (:form . "accessibility")\n (:end . 211) (:start . 198) (:id . 73))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 215) (:start . 212)\n (:id . 74))\n ((:tag . "JJ") (:stem . "secondary") (:form . "secondary") (:end . 225)\n (:start . 216) (:id . 75))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 235)\n (:start . 226) (:id . 76))\n ((:tag . "NNS") (:stem . "value") (:form . "values") (:end . 242)\n (:start . 236) (:id . 77))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 243) (:start . 242)\n (:id . 78)))@@@1@37@((:identifiers (:sid . :s13.254) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504467@unknown@formal@none@1@S@For the structure filter to be applicable, two conditions must hold: 1) the query sequence or a region of it can be aligned to one or more (non-overlapping) structural domains; 2) at least one LM match falls in an aligned region, i.e. can be mapped onto a 3D domain.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 17)\n (:start . 8) (:id . 44))\n ((:tag . "NN") (:stem . "filter") (:form . "filter") (:end . 24)\n (:start . 18) (:id . 45))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 27) (:start . 25)\n (:id . 46))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 30) (:start . 28)\n (:id . 47))\n ((:tag . "JJ") (:stem . "applicable") (:form . "applicable") (:end . 41)\n (:start . 31) (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 42) (:start . 41)\n (:id . 49))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 46) (:start . 43)\n (:id . 50))\n ((:tag . "NNS") (:stem . "condition") (:form . "conditions") (:end . 57)\n (:start . 47) (:id . 51))\n ((:tag . "MD") (:stem . "must") (:form . "must") (:end . 62) (:start . 58)\n (:id . 52))\n ((:tag . "VB") (:stem . "hold") (:form . "hold") (:end . 67) (:start . 63)\n (:id . 53))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 68) (:start . 67)\n (:id . 54))\n ((:tag . "LS") (:stem . "1") (:form . "1") (:end . 70) (:start . 69)\n (:id . 55))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 71) (:start . 70)\n (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 75) (:start . 72)\n (:id . 57))\n ((:tag . "NN") (:stem . "query") (:form . "query") (:end . 81) (:start . 76)\n (:id . 58))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 90)\n (:start . 82) (:id . 59))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 93) (:start . 91)\n (:id . 60))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 95) (:start . 94)\n (:id . 61))\n ((:tag . "NN") (:stem . "region") (:form . "region") (:end . 102)\n (:start . 96) (:id . 62))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 105) (:start . 103)\n (:id . 63))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 108) (:start . 106)\n (:id . 64))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 112) (:start . 109)\n (:id . 65))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 115) (:start . 113)\n (:id . 66))\n ((:tag . "VBN") (:stem . "align") (:form . "aligned") (:end . 123)\n (:start . 116) (:id . 67))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 126) (:start . 124)\n (:id . 68))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 130) (:start . 127)\n (:id . 69))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 133) (:start . 131)\n (:id . 70))\n ((:tag . "JJR") (:stem . "more") (:form . "more") (:end . 138) (:start . 134)\n (:id . 71))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 140) (:start . 139)\n (:id . 72))\n ((:tag . "JJ") (:stem . "non-overlapping") (:form . "non-overlapping")\n (:end . 155) (:start . 140) (:id . 73))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 156) (:start . 155)\n (:id . 74))\n ((:tag . "JJ") (:stem . "structural") (:form . "structural") (:end . 167)\n (:start . 157) (:id . 75))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 175)\n (:start . 168) (:id . 76))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 176) (:start . 175)\n (:id . 77))\n ((:tag . "LS") (:stem . "2") (:form . "2") (:end . 178) (:start . 177)\n (:id . 78))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 179) (:start . 178)\n (:id . 79))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 182) (:start . 180)\n (:id . 80))\n ((:tag . "JJS") (:stem . "least") (:form . "least") (:end . 188)\n (:start . 183) (:id . 81))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 192) (:start . 189)\n (:id . 82))\n ((:tag . "NNP") (:stem . "LM") (:form . "LM") (:end . 195) (:start . 193)\n (:id . 83))\n ((:tag . "NN") (:stem . "match") (:form . "match") (:end . 201)\n (:start . 196) (:id . 84))\n ((:tag . "VBZ") (:stem . "fall") (:form . "falls") (:end . 207)\n (:start . 202) (:id . 85))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 210) (:start . 208)\n (:id . 86))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 213) (:start . 211)\n (:id . 87))\n ((:tag . "JJ") (:stem . "aligned") (:form . "aligned") (:end . 221)\n (:start . 214) (:id . 88))\n ((:tag . "NN") (:stem . "region") (:form . "region") (:end . 228)\n (:start . 222) (:id . 89))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 229) (:start . 228)\n (:id . 90))\n ((:tag . "FW") (:stem . "i.e.") (:form . "i.e.") (:end . 234) (:start . 230)\n (:id . 91))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 238) (:start . 235)\n (:id . 92))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 241) (:start . 239)\n (:id . 93))\n ((:tag . "VBN") (:stem . "map") (:form . "mapped") (:end . 248)\n (:start . 242) (:id . 94))\n ((:tag . "IN") (:stem . "onto") (:form . "onto") (:end . 253) (:start . 249)\n (:id . 95))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 255) (:start . 254)\n (:id . 96))\n ((:tag . "NN") (:stem . "3d") (:form . "3D") (:end . 258) (:start . 256)\n (:id . 97))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 265)\n (:start . 259) (:id . 98))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 266) (:start . 265)\n (:id . 99)))@@@1@58@((:identifiers (:sid . :s13.255) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504468@unknown@formal@none@1@S@The structural positions of the match are then analysed one by one and solvent accessibility and secondary structure values are collected and scored as described in Methods.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "structural") (:form . "structural") (:end . 14)\n (:start . 4) (:id . 43))\n ((:tag . "NNS") (:stem . "position") (:form . "positions") (:end . 24)\n (:start . 15) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 27) (:start . 25)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 31) (:start . 28)\n (:id . 46))\n ((:tag . "NN") (:stem . "match") (:form . "match") (:end . 37) (:start . 32)\n (:id . 47))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 41) (:start . 38)\n (:id . 48))\n ((:tag . "RB") (:stem . "then") (:form . "then") (:end . 46) (:start . 42)\n (:id . 49))\n ((:tag . "VBN") (:stem . "analyse") (:form . "analysed") (:end . 55)\n (:start . 47) (:id . 50))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 59) (:start . 56)\n (:id . 51))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 62) (:start . 60)\n (:id . 52))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 66) (:start . 63)\n (:id . 53))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 70) (:start . 67)\n (:id . 54))\n ((:tag . "JJ") (:stem . "solvent") (:form . "solvent") (:end . 78)\n (:start . 71) (:id . 55))\n ((:tag . "NN") (:stem . "accessibility") (:form . "accessibility")\n (:end . 92) (:start . 79) (:id . 56))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 96) (:start . 93)\n (:id . 57))\n ((:tag . "JJ") (:stem . "secondary") (:form . "secondary") (:end . 106)\n (:start . 97) (:id . 58))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 116)\n (:start . 107) (:id . 59))\n ((:tag . "NNS") (:stem . "value") (:form . "values") (:end . 123)\n (:start . 117) (:id . 60))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 127) (:start . 124)\n (:id . 61))\n ((:tag . "VBN") (:stem . "collect") (:form . "collected") (:end . 137)\n (:start . 128) (:id . 62))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 141) (:start . 138)\n (:id . 63))\n ((:tag . "VBN") (:stem . "score") (:form . "scored") (:end . 148)\n (:start . 142) (:id . 64))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 151) (:start . 149)\n (:id . 65))\n ((:tag . "VBN") (:stem . "describe") (:form . "described") (:end . 161)\n (:start . 152) (:id . 66))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 164) (:start . 162)\n (:id . 67))\n ((:tag . "NNP") (:stem . "Method") (:form . "Methods") (:end . 172)\n (:start . 165) (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 173) (:start . 172)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s13.256) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504469@unknown@formal@none@1@S@The structure filter pipeline for a LM match is schematised in Figure 6 and a snapshot of the ELM server output page, displaying results of the structural filtering procedure, is reported and described in Figure 7.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "filter") (:form . "filter") (:end . 20)\n (:start . 14) (:id . 44))\n ((:tag . "NN") (:stem . "pipeline") (:form . "pipeline") (:end . 29)\n (:start . 21) (:id . 45))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 33) (:start . 30)\n (:id . 46))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 35) (:start . 34)\n (:id . 47))\n ((:tag . "NNP") (:stem . "LM") (:form . "LM") (:end . 38) (:start . 36)\n (:id . 48))\n ((:tag . "NN") (:stem . "match") (:form . "match") (:end . 44) (:start . 39)\n (:id . 49))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 47) (:start . 45)\n (:id . 50))\n ((:tag . "VBN") (:stem . "schematise") (:form . "schematised") (:end . 59)\n (:start . 48) (:id . 51))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 62) (:start . 60)\n (:id . 52))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 69)\n (:start . 63) (:id . 53))\n ((:tag . "CD") (:stem . "6") (:form . "6") (:end . 71) (:start . 70)\n (:id . 54))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 75) (:start . 72)\n (:id . 55))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 77) (:start . 76)\n (:id . 56))\n ((:tag . "NN") (:stem . "snapshot") (:form . "snapshot") (:end . 86)\n (:start . 78) (:id . 57))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 89) (:start . 87)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 93) (:start . 90)\n (:id . 59))\n ((:tag . "NNP") (:stem . "ELM") (:form . "ELM") (:end . 97) (:start . 94)\n (:id . 60))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 104)\n (:start . 98) (:id . 61))\n ((:tag . "NN") (:stem . "output") (:form . "output") (:end . 111)\n (:start . 105) (:id . 62))\n ((:tag . "NN") (:stem . "page") (:form . "page") (:end . 116) (:start . 112)\n (:id . 63))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 117) (:start . 116)\n (:id . 64))\n ((:tag . "VBG") (:stem . "display") (:form . "displaying") (:end . 128)\n (:start . 118) (:id . 65))\n ((:tag . "NNS") (:stem . "result") (:form . "results") (:end . 136)\n (:start . 129) (:id . 66))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 139) (:start . 137)\n (:id . 67))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 143) (:start . 140)\n (:id . 68))\n ((:tag . "JJ") (:stem . "structural") (:form . "structural") (:end . 154)\n (:start . 144) (:id . 69))\n ((:tag . "NN") (:stem . "filtering") (:form . "filtering") (:end . 164)\n (:start . 155) (:id . 70))\n ((:tag . "NN") (:stem . "procedure") (:form . "procedure") (:end . 174)\n (:start . 165) (:id . 71))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 175) (:start . 174)\n (:id . 72))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 178) (:start . 176)\n (:id . 73))\n ((:tag . "VBN") (:stem . "report") (:form . "reported") (:end . 187)\n (:start . 179) (:id . 74))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 191) (:start . 188)\n (:id . 75))\n ((:tag . "VBN") (:stem . "describe") (:form . "described") (:end . 201)\n (:start . 192) (:id . 76))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 204) (:start . 202)\n (:id . 77))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 211)\n (:start . 205) (:id . 78))\n ((:tag . "CD") (:stem . "7") (:form . "7") (:end . 213) (:start . 212)\n (:id . 79))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 214) (:start . 213)\n (:id . 80)))@@@1@39@((:identifiers (:sid . :s13.257) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504470@unknown@formal@none@1@S@This latter, shows that a solved structure of the C-terminal domain of the RanGAP1 protein is available in SCOP entry d1kpsd_ that is used for structure filtering.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "latter") (:form . "latter") (:end . 11) (:start . 5)\n (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 44))\n ((:tag . "VBZ") (:stem . "show") (:form . "shows") (:end . 18) (:start . 13)\n (:id . 45))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 23) (:start . 19)\n (:id . 46))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 25) (:start . 24)\n (:id . 47))\n ((:tag . "JJ") (:stem . "solved") (:form . "solved") (:end . 32)\n (:start . 26) (:id . 48))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 42)\n (:start . 33) (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 45) (:start . 43)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 49) (:start . 46)\n (:id . 51))\n ((:tag . "JJ") (:stem . "c-terminal") (:form . "C-terminal") (:end . 60)\n (:start . 50) (:id . 52))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 67)\n (:start . 61) (:id . 53))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 70) (:start . 68)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 74) (:start . 71)\n (:id . 55))\n ((:tag . "NN") (:stem . "rangap1") (:form . "RanGAP1") (:end . 82)\n (:start . 75) (:id . 56))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 90)\n (:start . 83) (:id . 57))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 93) (:start . 91)\n (:id . 58))\n ((:tag . "JJ") (:stem . "available") (:form . "available") (:end . 103)\n (:start . 94) (:id . 59))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 106) (:start . 104)\n (:id . 60))\n ((:tag . "NNP") (:stem . "SCOP") (:form . "SCOP") (:end . 111) (:start . 107)\n (:id . 61))\n ((:tag . "NN") (:stem . "entry") (:form . "entry") (:end . 117)\n (:start . 112) (:id . 62))\n ((:tag . "NN") (:stem . "d1kpsd_") (:form . "d1kpsd_") (:end . 125)\n (:start . 118) (:id . 63))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 130) (:start . 126)\n (:id . 64))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 133) (:start . 131)\n (:id . 65))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 138) (:start . 134)\n (:id . 66))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 142) (:start . 139)\n (:id . 67))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 152)\n (:start . 143) (:id . 68))\n ((:tag . "NN") (:stem . "filtering") (:form . "filtering") (:end . 162)\n (:start . 153) (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 163) (:start . 162)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s13.258) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504471@unknown@formal@none@1@S@The remainder of the sequence is filtered by the cruder domain filter.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "remainder") (:form . "remainder") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 16) (:start . 14)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 20) (:start . 17)\n (:id . 45))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 29)\n (:start . 21) (:id . 46))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 32) (:start . 30)\n (:id . 47))\n ((:tag . "VBN") (:stem . "filter") (:form . "filtered") (:end . 41)\n (:start . 33) (:id . 48))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 44) (:start . 42)\n (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 48) (:start . 45)\n (:id . 50))\n ((:tag . "NN") (:stem . "cruder") (:form . "cruder") (:end . 55)\n (:start . 49) (:id . 51))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 62)\n (:start . 56) (:id . 52))\n ((:tag . "NN") (:stem . "filter") (:form . "filter") (:end . 69)\n (:start . 63) (:id . 53))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 70) (:start . 69)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s13.259) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504472@unknown@formal@none@1@S@It can be observed that mouseover of the known sumoylation site reveals that it scores in the enriched bin and receives a significant p-value: if we did not already know it was a true motif, it would be an attractive candidate for experimental testing.@(((:tag . "PRP") (:stem . "it") (:form . "It") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 9) (:start . 7)\n (:id . 44))\n ((:tag . "VBN") (:stem . "observe") (:form . "observed") (:end . 18)\n (:start . 10) (:id . 45))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 23) (:start . 19)\n (:id . 46))\n ((:tag . "NN") (:stem . "mouseover") (:form . 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"we") (:end . 148) (:start . 146)\n (:id . 68))\n ((:tag . "VBD") (:stem . "do") (:form . "did") (:end . 152) (:start . 149)\n (:id . 69))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 156) (:start . 153)\n (:id . 70))\n ((:tag . "RB") (:stem . "already") (:form . "already") (:end . 164)\n (:start . 157) (:id . 71))\n ((:tag . "VB") (:stem . "know") (:form . "know") (:end . 169) (:start . 165)\n (:id . 72))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 172) (:start . 170)\n (:id . 73))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 176) (:start . 173)\n (:id . 74))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 178) (:start . 177)\n (:id . 75))\n ((:tag . "JJ") (:stem . "true") (:form . "true") (:end . 183) (:start . 179)\n (:id . 76))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 189)\n (:start . 184) (:id . 77))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 190) (:start . 189)\n (:id . 78))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 193) (:start . 191)\n (:id . 79))\n ((:tag . "MD") (:stem . "would") (:form . "would") (:end . 199)\n (:start . 194) (:id . 80))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 202) (:start . 200)\n (:id . 81))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 205) (:start . 203)\n (:id . 82))\n ((:tag . "JJ") (:stem . "attractive") (:form . "attractive") (:end . 216)\n (:start . 206) (:id . 83))\n ((:tag . "NN") (:stem . "candidate") (:form . "candidate") (:end . 226)\n (:start . 217) (:id . 84))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 230) (:start . 227)\n (:id . 85))\n ((:tag . "JJ") (:stem . "experimental") (:form . "experimental") (:end . 243)\n (:start . 231) (:id . 86))\n ((:tag . "NN") (:stem . "testing") (:form . "testing") (:end . 251)\n (:start . 244) (:id . 87))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 252) (:start . 251)\n (:id . 88)))@@@1@47@((:hcues ((:id . :x13.260.1) (:span 194 199)))\n (:hscopes ((:id . :x13.260.1) (:span 194 251)))\n (:identifiers (:sid . :s13.260) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504473@unknown@formal@none@1@S@Moreover, mouseover of a match to the NES motif reveals that it has poor accessibility and is assigned to the sparse bin.@(((:tag . "RB") (:stem . "moreover") (:form . "Moreover") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 9) (:start . 8) (:id . 43))\n ((:tag . "NN") (:stem . "mouseover") (:form . "mouseover") (:end . 19)\n (:start . 10) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 22) (:start . 20)\n (:id . 45))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 24) (:start . 23)\n (:id . 46))\n ((:tag . "NN") (:stem . "match") (:form . "match") (:end . 30) (:start . 25)\n (:id . 47))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 33) (:start . 31)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 37) (:start . 34)\n (:id . 49))\n ((:tag . "NNP") (:stem . "NES") (:form . "NES") (:end . 41) (:start . 38)\n (:id . 50))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 47) (:start . 42)\n (:id . 51))\n ((:tag . "VBZ") (:stem . "reveal") (:form . "reveals") (:end . 55)\n (:start . 48) (:id . 52))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 60) (:start . 56)\n (:id . 53))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 63) (:start . 61)\n (:id . 54))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 67) (:start . 64)\n (:id . 55))\n ((:tag . "JJ") (:stem . "poor") (:form . "poor") (:end . 72) (:start . 68)\n (:id . 56))\n ((:tag . "NN") (:stem . "accessibility") (:form . "accessibility")\n (:end . 86) (:start . 73) (:id . 57))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 90) (:start . 87)\n (:id . 58))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 93) (:start . 91)\n (:id . 59))\n ((:tag . "VBN") (:stem . "assign") (:form . "assigned") (:end . 102)\n (:start . 94) (:id . 60))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 105) (:start . 103)\n (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 109) (:start . 106)\n (:id . 62))\n ((:tag . "JJ") (:stem . "sparse") (:form . "sparse") (:end . 116)\n (:start . 110) (:id . 63))\n ((:tag . "NN") (:stem . "bin") (:form . "bin") (:end . 120) (:start . 117)\n (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 121) (:start . 120)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s13.261) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504474@unknown@formal@none@1@S@The NES motif is predominantly hydrophobic and this example, like many others falling in globular domains, is not a plausible functional site and experimental follow up would be a waste of valuable experimental effort.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "NES") (:form . "NES") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "motif") (:form . "motif") (:end . 13) (:start . 8)\n (:id . 44))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 16) (:start . 14)\n (:id . 45))\n ((:tag . "RB") (:stem . "predominantly") (:form . "predominantly")\n (:end . 30) (:start . 17) (:id . 46))\n ((:tag . "JJ") (:stem . "hydrophobic") (:form . "hydrophobic") (:end . 42)\n (:start . 31) (:id . 47))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 46) (:start . 43)\n (:id . 48))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 51) (:start . 47)\n (:id . 49))\n ((:tag . "NN") (:stem . "example") (:form . "example") (:end . 59)\n (:start . 52) (:id . 50))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 60) (:start . 59)\n (:id . 51))\n ((:tag . "IN") (:stem . "like") (:form . "like") (:end . 65) (:start . 61)\n (:id . 52))\n ((:tag . "JJ") (:stem . "many") (:form . "many") (:end . 70) (:start . 66)\n (:id . 53))\n ((:tag . "NNS") (:stem . "other") (:form . "others") (:end . 77)\n (:start . 71) (:id . 54))\n ((:tag . "VBG") (:stem . "fall") (:form . "falling") (:end . 85)\n (:start . 78) (:id . 55))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 88) (:start . 86)\n (:id . 56))\n ((:tag . "JJ") (:stem . "globular") (:form . "globular") (:end . 97)\n (:start . 89) (:id . 57))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 105)\n (:start . 98) (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 106) (:start . 105)\n (:id . 59))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 109) (:start . 107)\n (:id . 60))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 113) (:start . 110)\n (:id . 61))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 115) (:start . 114)\n (:id . 62))\n ((:tag . "JJ") (:stem . "plausible") (:form . "plausible") (:end . 125)\n (:start . 116) (:id . 63))\n ((:tag . "JJ") (:stem . "functional") (:form . "functional") (:end . 136)\n (:start . 126) (:id . 64))\n ((:tag . "NN") (:stem . "site") (:form . "site") (:end . 141) (:start . 137)\n (:id . 65))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 145) (:start . 142)\n (:id . 66))\n ((:tag . "JJ") (:stem . "experimental") (:form . "experimental") (:end . 158)\n (:start . 146) (:id . 67))\n ((:tag . "NN") (:stem . "follow") (:form . "follow") (:end . 165)\n (:start . 159) (:id . 68))\n ((:tag . "RP") (:stem . "up") (:form . "up") (:end . 168) (:start . 166)\n (:id . 69))\n ((:tag . "MD") (:stem . "would") (:form . "would") (:end . 174)\n (:start . 169) (:id . 70))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 177) (:start . 175)\n (:id . 71))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 179) (:start . 178)\n (:id . 72))\n ((:tag . "NN") (:stem . "waste") (:form . "waste") (:end . 185)\n (:start . 180) (:id . 73))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 188) (:start . 186)\n (:id . 74))\n ((:tag . "JJ") (:stem . "valuable") (:form . "valuable") (:end . 197)\n (:start . 189) (:id . 75))\n ((:tag . "JJ") (:stem . "experimental") (:form . "experimental") (:end . 210)\n (:start . 198) (:id . 76))\n ((:tag . "NN") (:stem . "effort") (:form . "effort") (:end . 217)\n (:start . 211) (:id . 77))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 218) (:start . 217)\n (:id . 78)))@@@1@37@((:identifiers (:sid . :s13.262) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504475@unknown@formal@none@1@S@The Structure Filter (SF) pipeline.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "Structure") (:form . "Structure") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "NNP") (:stem . "Filter") (:form . "Filter") (:end . 20)\n (:start . 14) (:id . 44))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 22) (:start . 21)\n (:id . 45))\n ((:tag . "NNP") (:stem . "SF") (:form . "SF") (:end . 24) (:start . 22)\n (:id . 46))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 25) (:start . 24)\n (:id . 47))\n ((:tag . "NN") (:stem . "pipeline") (:form . "pipeline") (:end . 34)\n (:start . 26) (:id . 48))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 35) (:start . 34)\n (:id . 49)))@@@1@8@((:identifiers (:sid . :s13.263) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504476@unknown@formal@none@1@S@SA: Solvent Accessibility; SSE: Secondary Structure Element.@(((:tag . "NNP") (:stem . "SA") (:form . "SA") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 3) (:start . 2) (:id . 43))\n ((:tag . "JJ") (:stem . "solvent") (:form . "Solvent") (:end . 11)\n (:start . 4) (:id . 44))\n ((:tag . "NN") (:stem . "accessibility") (:form . "Accessibility")\n (:end . 25) (:start . 12) (:id . 45))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 26) (:start . 25)\n (:id . 46))\n ((:tag . "NNP") (:stem . "SSE") (:form . "SSE") (:end . 30) (:start . 27)\n (:id . 47))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 31) (:start . 30)\n (:id . 48))\n ((:tag . "JJ") (:stem . "secondary") (:form . "Secondary") (:end . 41)\n (:start . 32) (:id . 49))\n ((:tag . "NNP") (:stem . "Structure") (:form . "Structure") (:end . 51)\n (:start . 42) (:id . 50))\n ((:tag . "NNP") (:stem . "Element") (:form . "Element") (:end . 59)\n (:start . 52) (:id . 51))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 60) (:start . 59)\n (:id . 52)))@@@1@11@((:identifiers (:sid . :s13.264) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504477@unknown@formal@none@1@S@The ELM server output page.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "ELM") (:form . "ELM") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 14) (:start . 8)\n (:id . 44))\n ((:tag . "NN") (:stem . "output") (:form . "output") (:end . 21)\n (:start . 15) (:id . 45))\n ((:tag . "NN") (:stem . "page") (:form . "page") (:end . 26) (:start . 22)\n (:id . 46))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 27) (:start . 26)\n (:id . 47)))@@@1@6@((:identifiers (:sid . :s13.265) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504478@unknown@formal@none@1@S@An example of the graphical output of the ELM structure filter for the RAGP1_MOUSE Swissprot [63] entry.@(((:tag . "DT") (:stem . "an") (:form . "An") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "example") (:form . "example") (:end . 10)\n (:start . 3) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 13) (:start . 11)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 17) (:start . 14)\n (:id . 45))\n ((:tag . "JJ") (:stem . "graphical") (:form . "graphical") (:end . 27)\n (:start . 18) (:id . 46))\n ((:tag . "NN") (:stem . "output") (:form . "output") (:end . 34)\n (:start . 28) (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 37) (:start . 35)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 41) (:start . 38)\n (:id . 49))\n ((:tag . "NNP") (:stem . "ELM") (:form . "ELM") (:end . 45) (:start . 42)\n (:id . 50))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 55)\n (:start . 46) (:id . 51))\n ((:tag . "NN") (:stem . "filter") (:form . "filter") (:end . 62)\n (:start . 56) (:id . 52))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 66) (:start . 63)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 70) (:start . 67)\n (:id . 54))\n ((:tag . "NNP") (:stem . "RAGP1_MOUSE") (:form . "RAGP1_MOUSE") (:end . 82)\n (:start . 71) (:id . 55))\n ((:tag . "NNP") (:stem . "Swissprot") (:form . "Swissprot") (:end . 92)\n (:start . 83) (:id . 56))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 94) (:start . 93)\n (:id . 57))\n ((:tag . "CD") (:stem . "63") (:form . "63") (:end . 96) (:start . 94)\n (:id . 58))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 97) (:start . 96)\n (:id . 59))\n ((:tag . "NN") (:stem . "entry") (:form . "entry") (:end . 103) (:start . 98)\n (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 104) (:start . 103)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s13.266) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504479@unknown@formal@none@1@S@The key shows the elements of the graphic.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "key") (:form . "key") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "show") (:form . "shows") (:end . 13) (:start . 8)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 17) (:start . 14)\n (:id . 45))\n ((:tag . "NNS") (:stem . "element") (:form . "elements") (:end . 26)\n (:start . 18) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 29) (:start . 27)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 33) (:start . 30)\n (:id . 48))\n ((:tag . "NN") (:stem . "graphic") (:form . "graphic") (:end . 41)\n (:start . 34) (:id . 49))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 42) (:start . 41)\n (:id . 50)))@@@1@9@((:identifiers (:sid . :s13.267) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504480@unknown@formal@none@1@S@Secondary structure elements (in this case helical) are shown as yellow boxes connected by black lines (unstructured loops that tend to be surface accessible).@(((:tag . "JJ") (:stem . "secondary") (:form . "Secondary") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 19)\n (:start . 10) (:id . 43))\n ((:tag . "NNS") (:stem . "element") (:form . "elements") (:end . 28)\n (:start . 20) (:id . 44))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 30) (:start . 29)\n (:id . 45))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 32) (:start . 30)\n (:id . 46))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 37) (:start . 33)\n (:id . 47))\n ((:tag . "NN") (:stem . "case") (:form . "case") (:end . 42) (:start . 38)\n (:id . 48))\n ((:tag . "JJ") (:stem . "helical") (:form . "helical") (:end . 50)\n (:start . 43) (:id . 49))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 51) (:start . 50)\n (:id . 50))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 55) (:start . 52)\n (:id . 51))\n ((:tag . "VBN") (:stem . "show") (:form . "shown") (:end . 61) (:start . 56)\n (:id . 52))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 64) (:start . 62)\n (:id . 53))\n ((:tag . "JJ") (:stem . "yellow") (:form . "yellow") (:end . 71)\n (:start . 65) (:id . 54))\n ((:tag . "NNS") (:stem . "box") (:form . "boxes") (:end . 77) (:start . 72)\n (:id . 55))\n ((:tag . "VBN") (:stem . "connect") (:form . "connected") (:end . 87)\n (:start . 78) (:id . 56))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 90) (:start . 88)\n (:id . 57))\n ((:tag . "JJ") (:stem . "black") (:form . "black") (:end . 96) (:start . 91)\n (:id . 58))\n ((:tag . "NNS") (:stem . "line") (:form . "lines") (:end . 102) (:start . 97)\n (:id . 59))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 104) (:start . 103)\n (:id . 60))\n ((:tag . "JJ") (:stem . "unstructured") (:form . "unstructured") (:end . 116)\n (:start . 104) (:id . 61))\n ((:tag . "NNS") (:stem . "loop") (:form . "loops") (:end . 122)\n (:start . 117) (:id . 62))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 127) (:start . 123)\n (:id . 63))\n ((:tag . "VBP") (:stem . "tend") (:form . "tend") (:end . 132) (:start . 128)\n (:id . 64))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 135) (:start . 133)\n (:id . 65))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 138) (:start . 136)\n (:id . 66))\n ((:tag . "NN") (:stem . "surface") (:form . "surface") (:end . 146)\n (:start . 139) (:id . 67))\n ((:tag . "JJ") (:stem . "accessible") (:form . "accessible") (:end . 157)\n (:start . 147) (:id . 68))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 158) (:start . 157)\n (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 159) (:start . 158)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s13.268) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504481@unknown@formal@none@1@S@Mouseover of the site rectangles turns on a window reporting structural information; further details of the structure filter results are available by clicking on the site rectangle.@(((:tag . "NNP") (:stem . "Mouseover") (:form . "Mouseover") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 12) (:start . 10)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 16) (:start . 13)\n (:id . 44))\n ((:tag . "NN") (:stem . "site") (:form . "site") (:end . 21) (:start . 17)\n (:id . 45))\n ((:tag . "VBZ") (:stem . "rectangle") (:form . "rectangles") (:end . 32)\n (:start . 22) (:id . 46))\n ((:tag . "NNS") (:stem . "turn") (:form . "turns") (:end . 38) (:start . 33)\n (:id . 47))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 41) (:start . 39)\n (:id . 48))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 43) (:start . 42)\n (:id . 49))\n ((:tag . "NN") (:stem . "window") (:form . "window") (:end . 50)\n (:start . 44) (:id . 50))\n ((:tag . "VBG") (:stem . "report") (:form . "reporting") (:end . 60)\n (:start . 51) (:id . 51))\n ((:tag . "JJ") (:stem . "structural") (:form . "structural") (:end . 71)\n (:start . 61) (:id . 52))\n ((:tag . "NN") (:stem . "information") (:form . "information") (:end . 83)\n (:start . 72) (:id . 53))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 84) (:start . 83)\n (:id . 54))\n ((:tag . "JJ") (:stem . "further") (:form . "further") (:end . 92)\n (:start . 85) (:id . 55))\n ((:tag . "NNS") (:stem . "detail") (:form . "details") (:end . 100)\n (:start . 93) (:id . 56))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 103) (:start . 101)\n (:id . 57))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 107) (:start . 104)\n (:id . 58))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 117)\n (:start . 108) (:id . 59))\n ((:tag . "NN") (:stem . "filter") (:form . "filter") (:end . 124)\n (:start . 118) (:id . 60))\n ((:tag . "NNS") (:stem . "result") (:form . "results") (:end . 132)\n (:start . 125) (:id . 61))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 136) (:start . 133)\n (:id . 62))\n ((:tag . "JJ") (:stem . "available") (:form . "available") (:end . 146)\n (:start . 137) (:id . 63))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 149) (:start . 147)\n (:id . 64))\n ((:tag . "VBG") (:stem . "click") (:form . "clicking") (:end . 158)\n (:start . 150) (:id . 65))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 161) (:start . 159)\n (:id . 66))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 165) (:start . 162)\n (:id . 67))\n ((:tag . "NN") (:stem . "site") (:form . "site") (:end . 170) (:start . 166)\n (:id . 68))\n ((:tag . "NN") (:stem . "rectangle") (:form . "rectangle") (:end . 180)\n (:start . 171) (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 181) (:start . 180)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s13.269) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504482@unknown@formal@none@1@S@The ELM structure filter Web interface and Web service@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "ELM") (:form . "ELM") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 17)\n (:start . 8) (:id . 44))\n ((:tag . "NN") (:stem . "filter") (:form . "filter") (:end . 24)\n (:start . 18) (:id . 45))\n ((:tag . "NNP") (:stem . "Web") (:form . "Web") (:end . 28) (:start . 25)\n (:id . 46))\n ((:tag . "NN") (:stem . "interface") (:form . "interface") (:end . 38)\n (:start . 29) (:id . 47))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 42) (:start . 39)\n (:id . 48))\n ((:tag . "NNP") (:stem . "Web") (:form . "Web") (:end . 46) (:start . 43)\n (:id . 49))\n ((:tag . "NN") (:stem . "service") (:form . "service") (:end . 54)\n (:start . 47) (:id . 50)))@@@1@9@((:identifiers (:sid . :s13.270) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504483@unknown@formal@none@1@S@As an initial step for feedback in the development process of the structure filter pipeline methods, the ELM structure filter functionality was implemented directly into the ELM server.@(((:tag . "IN") (:stem . "as") (:form . "As") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 5) (:start . 3)\n (:id . 43))\n ((:tag . "JJ") (:stem . "initial") (:form . "initial") (:end . 13)\n (:start . 6) (:id . 44))\n ((:tag . "NN") (:stem . "step") (:form . "step") (:end . 18) (:start . 14)\n (:id . 45))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 22) (:start . 19)\n (:id . 46))\n ((:tag . "NN") (:stem . "feedback") (:form . "feedback") (:end . 31)\n (:start . 23) (:id . 47))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 34) (:start . 32)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 38) (:start . 35)\n (:id . 49))\n ((:tag . "NN") (:stem . "development") (:form . "development") (:end . 50)\n (:start . 39) (:id . 50))\n ((:tag . "NN") (:stem . "process") (:form . "process") (:end . 58)\n (:start . 51) (:id . 51))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 61) (:start . 59)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 65) (:start . 62)\n (:id . 53))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 75)\n (:start . 66) (:id . 54))\n ((:tag . "NN") (:stem . "filter") (:form . "filter") (:end . 82)\n (:start . 76) (:id . 55))\n ((:tag . "NN") (:stem . "pipeline") (:form . "pipeline") (:end . 91)\n (:start . 83) (:id . 56))\n ((:tag . "NNS") (:stem . "method") (:form . "methods") (:end . 99)\n (:start . 92) (:id . 57))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 100) (:start . 99)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 104) (:start . 101)\n (:id . 59))\n ((:tag . "NNP") (:stem . "ELM") (:form . "ELM") (:end . 108) (:start . 105)\n (:id . 60))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 118)\n (:start . 109) (:id . 61))\n ((:tag . "NN") (:stem . "filter") (:form . "filter") (:end . 125)\n (:start . 119) (:id . 62))\n ((:tag . "NN") (:stem . "functionality") (:form . "functionality")\n (:end . 139) (:start . 126) (:id . 63))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 143) (:start . 140)\n (:id . 64))\n ((:tag . "VBN") (:stem . "implement") (:form . "implemented") (:end . 155)\n (:start . 144) (:id . 65))\n ((:tag . "RB") (:stem . "directly") (:form . "directly") (:end . 164)\n (:start . 156) (:id . 66))\n ((:tag . "IN") (:stem . "into") (:form . "into") (:end . 169) (:start . 165)\n (:id . 67))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 173) (:start . 170)\n (:id . 68))\n ((:tag . "NNP") (:stem . "ELM") (:form . "ELM") (:end . 177) (:start . 174)\n (:id . 69))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 184)\n (:start . 178) (:id . 70))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 185) (:start . 184)\n (:id . 71)))@@@1@30@((:identifiers (:sid . :s13.271) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504484@unknown@formal@none@1@S@This involved integration work on both the display representation in the graphical output in addition to links to the more specific details of the results.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "VBN") (:stem . "involve") (:form . "involved") (:end . 13)\n (:start . 5) (:id . 43))\n ((:tag . "NN") (:stem . "integration") (:form . "integration") (:end . 25)\n (:start . 14) (:id . 44))\n ((:tag . "NN") (:stem . "work") (:form . "work") (:end . 30) (:start . 26)\n (:id . 45))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 33) (:start . 31)\n (:id . 46))\n ((:tag . "CC") (:stem . "both") (:form . "both") (:end . 38) (:start . 34)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 42) (:start . 39)\n (:id . 48))\n ((:tag . "NN") (:stem . "display") (:form . "display") (:end . 50)\n (:start . 43) (:id . 49))\n ((:tag . "NN") (:stem . "representation") (:form . "representation")\n (:end . 65) (:start . 51) (:id . 50))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 68) (:start . 66)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 72) (:start . 69)\n (:id . 52))\n ((:tag . "JJ") (:stem . "graphical") (:form . "graphical") (:end . 82)\n (:start . 73) (:id . 53))\n ((:tag . "NN") (:stem . "output") (:form . "output") (:end . 89)\n (:start . 83) (:id . 54))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 92) (:start . 90)\n (:id . 55))\n ((:tag . "NN") (:stem . "addition") (:form . "addition") (:end . 101)\n (:start . 93) (:id . 56))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 104) (:start . 102)\n (:id . 57))\n ((:tag . "NNS") (:stem . "link") (:form . "links") (:end . 110)\n (:start . 105) (:id . 58))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 113) (:start . 111)\n (:id . 59))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 117) (:start . 114)\n (:id . 60))\n ((:tag . "RBR") (:stem . "more") (:form . "more") (:end . 122) (:start . 118)\n (:id . 61))\n ((:tag . "JJ") (:stem . "specific") (:form . "specific") (:end . 131)\n (:start . 123) (:id . 62))\n ((:tag . "NNS") (:stem . "detail") (:form . "details") (:end . 139)\n (:start . 132) (:id . 63))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 142) (:start . 140)\n (:id . 64))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 146) (:start . 143)\n (:id . 65))\n ((:tag . "NNS") (:stem . "result") (:form . "results") (:end . 154)\n (:start . 147) (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 155) (:start . 154)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s13.272) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504485@unknown@formal@none@1@S@As a second step, in order to facilitate a clean encapsulation of the structure filter pipeline code functionality and to enable future remote tool integration, a SOAP Web Service to access the functionality programmatically has been implemented and is available at http://structurefilter.embl.de/webservice/structureFilter.wsdl.@(((:tag . "IN") (:stem . "as") (:form . "As") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 4) (:start . 3)\n (:id . 43))\n ((:tag . "JJ") (:stem . "second") (:form . "second") (:end . 11) (:start . 5)\n (:id . 44))\n ((:tag . "NN") (:stem . "step") (:form . 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"functionality")\n (:end . 207) (:start . 194) (:id . 76))\n ((:tag . "RB") (:stem . "programmatically") (:form . "programmatically")\n (:end . 224) (:start . 208) (:id . 77))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 228) (:start . 225)\n (:id . 78))\n ((:tag . "VBN") (:stem . "be") (:form . "been") (:end . 233) (:start . 229)\n (:id . 79))\n ((:tag . "VBN") (:stem . "implement") (:form . "implemented") (:end . 245)\n (:start . 234) (:id . 80))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 249) (:start . 246)\n (:id . 81))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 252) (:start . 250)\n (:id . 82))\n ((:tag . "JJ") (:stem . "available") (:form . "available") (:end . 262)\n (:start . 253) (:id . 83))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 265) (:start . 263)\n (:id . 84))\n ((:tag . "NN")\n (:stem . "http://structurefilter.embl.de/webservice/structureFilter.wsdl")\n (:form . "http://structurefilter.embl.de/webservice/structureFilter.wsdl")\n (:end . 328) (:start . 266) (:id . 85))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 329) (:start . 328)\n (:id . 86)))@@@1@45@((:identifiers (:sid . :s13.273) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504486@unknown@formal@none@1@S@At this link the user can find a detailed description of the web service operations and an example client implementation.@(((:tag . "IN") (:stem . "at") (:form . "At") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "link") (:form . "link") (:end . 12) (:start . 8)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 16) (:start . 13)\n (:id . 45))\n ((:tag . "NN") (:stem . "user") (:form . "user") (:end . 21) (:start . 17)\n (:id . 46))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 25) (:start . 22)\n (:id . 47))\n ((:tag . "VB") (:stem . "find") (:form . "find") (:end . 30) (:start . 26)\n (:id . 48))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 32) (:start . 31)\n (:id . 49))\n ((:tag . "JJ") (:stem . "detailed") (:form . "detailed") (:end . 41)\n (:start . 33) (:id . 50))\n ((:tag . "NN") (:stem . "description") (:form . "description") (:end . 53)\n (:start . 42) (:id . 51))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 56) (:start . 54)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 60) (:start . 57)\n (:id . 53))\n ((:tag . "NN") (:stem . "web") (:form . "web") (:end . 64) (:start . 61)\n (:id . 54))\n ((:tag . "NN") (:stem . "service") (:form . "service") (:end . 72)\n (:start . 65) (:id . 55))\n ((:tag . "NNS") (:stem . "operation") (:form . "operations") (:end . 83)\n (:start . 73) (:id . 56))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 87) (:start . 84)\n (:id . 57))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 90) (:start . 88)\n (:id . 58))\n ((:tag . "NN") (:stem . "example") (:form . "example") (:end . 98)\n (:start . 91) (:id . 59))\n ((:tag . "NN") (:stem . "client") (:form . "client") (:end . 105)\n (:start . 99) (:id . 60))\n ((:tag . "NN") (:stem . "implementation") (:form . "implementation")\n (:end . 120) (:start . 106) (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 121) (:start . 120)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s13.274) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504487@unknown@formal@none@1@S@The functionality provided by the web service encompasses the current ELM server interface functionality with some additional options.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "functionality") (:form . "functionality")\n (:end . 17) (:start . 4) (:id . 43))\n ((:tag . 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"interface") (:end . 90)\n (:start . 81) (:id . 54))\n ((:tag . "NN") (:stem . "functionality") (:form . "functionality")\n (:end . 104) (:start . 91) (:id . 55))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 109) (:start . 105)\n (:id . 56))\n ((:tag . "DT") (:stem . "some") (:form . "some") (:end . 114) (:start . 110)\n (:id . 57))\n ((:tag . "JJ") (:stem . "additional") (:form . "additional") (:end . 125)\n (:start . 115) (:id . 58))\n ((:tag . "NNS") (:stem . "option") (:form . "options") (:end . 133)\n (:start . 126) (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 134) (:start . 133)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s13.275) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504488@unknown@formal@none@1@S@For the ELM Server interface functionality, all LMs in the ELM database are matched against the query sequence and this is also the default functionality of the Web Service.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "NNP") (:stem . "ELM") (:form . "ELM") (:end . 11) (:start . 8)\n (:id . 44))\n ((:tag . "NNP") (:stem . "Server") (:form . "Server") (:end . 18)\n (:start . 12) (:id . 45))\n ((:tag . "NN") (:stem . "interface") (:form . "interface") (:end . 28)\n (:start . 19) (:id . 46))\n ((:tag . "NN") (:stem . "functionality") (:form . "functionality")\n (:end . 42) (:start . 29) (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 43) (:start . 42)\n (:id . 48))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 47) (:start . 44)\n (:id . 49))\n ((:tag . "NNS") (:stem . "lm") (:form . "LMs") (:end . 51) (:start . 48)\n (:id . 50))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 54) (:start . 52)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 58) (:start . 55)\n (:id . 52))\n ((:tag . "NNP") (:stem . "ELM") (:form . "ELM") (:end . 62) (:start . 59)\n (:id . 53))\n ((:tag . "NN") (:stem . "database") (:form . "database") (:end . 71)\n (:start . 63) (:id . 54))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 75) (:start . 72)\n (:id . 55))\n ((:tag . "VBN") (:stem . "match") (:form . "matched") (:end . 83)\n (:start . 76) (:id . 56))\n ((:tag . "IN") (:stem . "against") (:form . "against") (:end . 91)\n (:start . 84) (:id . 57))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 95) (:start . 92)\n (:id . 58))\n ((:tag . "NN") (:stem . "query") (:form . "query") (:end . 101) (:start . 96)\n (:id . 59))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 110)\n (:start . 102) (:id . 60))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 114) (:start . 111)\n (:id . 61))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 119) (:start . 115)\n (:id . 62))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 122) (:start . 120)\n (:id . 63))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 127) (:start . 123)\n (:id . 64))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 131) (:start . 128)\n (:id . 65))\n ((:tag . "NN") (:stem . "default") (:form . "default") (:end . 139)\n (:start . 132) (:id . 66))\n ((:tag . "NN") (:stem . "functionality") (:form . "functionality")\n (:end . 153) (:start . 140) (:id . 67))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 156) (:start . 154)\n (:id . 68))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 160) (:start . 157)\n (:id . 69))\n ((:tag . "NNP") (:stem . "Web") (:form . "Web") (:end . 164) (:start . 161)\n (:id . 70))\n ((:tag . "NNP") (:stem . "Service") (:form . "Service") (:end . 172)\n (:start . 165) (:id . 71))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 173) (:start . 172)\n (:id . 72)))@@@1@31@((:identifiers (:sid . :s13.276) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504489@unknown@formal@none@1@S@The extra options implemented in the Web Service are to search the query sequence by one or more user-specified regular expressions, rather than the default ELM database regular expressions, and/or by one or more user-specified ELM identifiers from the ELM database.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "extra") (:form . "extra") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . "NNS") (:stem . 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"by") (:end . 200) (:start . 198)\n (:id . 74))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 204) (:start . 201)\n (:id . 75))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 207) (:start . 205)\n (:id . 76))\n ((:tag . "JJR") (:stem . "more") (:form . "more") (:end . 212) (:start . 208)\n (:id . 77))\n ((:tag . "JJ") (:stem . "user-specified") (:form . "user-specified")\n (:end . 227) (:start . 213) (:id . 78))\n ((:tag . "NNP") (:stem . "ELM") (:form . "ELM") (:end . 231) (:start . 228)\n (:id . 79))\n ((:tag . "NNS") (:stem . "identifier") (:form . "identifiers") (:end . 243)\n (:start . 232) (:id . 80))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 248) (:start . 244)\n (:id . 81))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 252) (:start . 249)\n (:id . 82))\n ((:tag . "NNP") (:stem . "ELM") (:form . "ELM") (:end . 256) (:start . 253)\n (:id . 83))\n ((:tag . "NN") (:stem . "database") (:form . "database") (:end . 265)\n (:start . 257) (:id . 84))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 266) (:start . 265)\n (:id . 85)))@@@1@44@((:identifiers (:sid . :s13.277) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504490@unknown@formal@none@1@S@Where possible, to a limited extent, if the user-specified regular expression corresponds to an existing ELM this information is made known to the user.@(((:tag . "WRB") (:stem . "where") (:form . "Where") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "possible") (:form . "possible") (:end . 14)\n (:start . 6) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 15) (:start . 14)\n (:id . 44))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 18) (:start . 16)\n (:id . 45))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 20) (:start . 19)\n (:id . 46))\n ((:tag . "VBN") (:stem . "limit") (:form . 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".") (:stem . ".") (:form . ".") (:end . 152) (:start . 151)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s13.278) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504491@unknown@formal@none@1@S@The WSDL (Web Service Description Language) [56] file is WS-I compatible.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "WSDL") (:form . "WSDL") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 10) (:start . 9)\n (:id . 44))\n ((:tag . "NNP") (:stem . "Web") (:form . "Web") (:end . 13) (:start . 10)\n (:id . 45))\n ((:tag . "NNP") (:stem . "Service") (:form . "Service") (:end . 21)\n (:start . 14) (:id . 46))\n ((:tag . "NNP") (:stem . "Description") (:form . "Description") (:end . 33)\n (:start . 22) (:id . 47))\n ((:tag . "NNP") (:stem . "Language") (:form . 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(:end . 73) (:start . 72)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s13.279) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504492@unknown@formal@none@1@S@The WS-Interoperability Basic Profile [57] proposes a set of rules to achieve interoperability of web services between different platforms.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "WS-Interoperability")\n (:form . "WS-Interoperability") (:end . 23) (:start . 4) (:id . 43))\n ((:tag . "JJ") (:stem . "basic") (:form . "Basic") (:end . 29) (:start . 24)\n (:id . 44))\n ((:tag . "NNP") (:stem . "Profile") (:form . "Profile") (:end . 37)\n (:start . 30) (:id . 45))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 39) (:start . 38)\n (:id . 46))\n ((:tag . "CD") (:stem . "57") (:form . "57") (:end . 41) (:start . 39)\n (:id . 47))\n ((:tag . ")") (:stem . "]") (:form . 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"NNS") (:stem . "service") (:form . "services") (:end . 110)\n (:start . 102) (:id . 59))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 118)\n (:start . 111) (:id . 60))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 128)\n (:start . 119) (:id . 61))\n ((:tag . "NNS") (:stem . "platform") (:form . "platforms") (:end . 138)\n (:start . 129) (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 139) (:start . 138)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s13.280) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504493@unknown@formal@none@1@S@The WSDL file implements an XML document/literal style [58].@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "WSDL") (:form . "WSDL") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "file") (:form . "file") (:end . 13) (:start . 9)\n (:id . 44))\n ((:tag . "VBZ") (:stem . "implement") (:form . "implements") (:end . 24)\n (:start . 14) (:id . 45))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 27) (:start . 25)\n (:id . 46))\n ((:tag . "NNP") (:stem . "XML") (:form . "XML") (:end . 31) (:start . 28)\n (:id . 47))\n ((:tag . "JJ") (:stem . "document/literal") (:form . "document/literal")\n (:end . 48) (:start . 32) (:id . 48))\n ((:tag . "NN") (:stem . "style") (:form . "style") (:end . 54) (:start . 49)\n (:id . 49))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 56) (:start . 55)\n (:id . 50))\n ((:tag . "CD") (:stem . "58") (:form . "58") (:end . 58) (:start . 56)\n (:id . 51))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 59) (:start . 58)\n (:id . 52))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 60) (:start . 59)\n (:id . 53)))@@@1@12@((:identifiers (:sid . :s13.281) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504494@unknown@formal@none@1@S@The back-end code is implemented in Java and runs on Axis2 [59] inside a Tomcat servlet container [60].@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "back-end") (:form . "back-end") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "code") (:form . "code") (:end . 17) (:start . 13)\n (:id . 44))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 20) (:start . 18)\n (:id . 45))\n ((:tag . "VBN") (:stem . "implement") (:form . "implemented") (:end . 32)\n (:start . 21) (:id . 46))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 35) (:start . 33)\n (:id . 47))\n ((:tag . "NNP") (:stem . "Java") (:form . "Java") (:end . 40) (:start . 36)\n (:id . 48))\n ((:tag . 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"NN") (:stem . "container") (:form . "container") (:end . 97)\n (:start . 88) (:id . 60))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 99) (:start . 98)\n (:id . 61))\n ((:tag . "CD") (:stem . "60") (:form . "60") (:end . 101) (:start . 99)\n (:id . 62))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 102) (:start . 101)\n (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 103) (:start . 102)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s13.282) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504495@unknown@formal@none@1@S@Statistical Details@(((:tag . "JJ") (:stem . "statistical") (:form . "Statistical") (:end . 11)\n (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "Detail") (:form . 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"the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "average") (:form . "average") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 15) (:start . 12)\n (:id . 44))\n ((:tag . "JJ") (:stem . "standard") (:form . "standard") (:end . 24)\n (:start . 16) (:id . 45))\n ((:tag . "NN") (:stem . "deviation") (:form . "deviation") (:end . 34)\n (:start . 25) (:id . 46))\n ((:tag . "NNS") (:stem . "value") (:form . "values") (:end . 41)\n (:start . 35) (:id . 47))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 46) (:start . 42)\n (:id . 48))\n ((:tag . "JJ") (:stem . "random") (:form . "random") (:end . 53)\n (:start . 47) (:id . 49))\n ((:tag . "NN") (:stem . "match") (:form . "match") (:end . 59) (:start . 54)\n (:id . 50))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 65) (:start . 60)\n (:id . 51))\n ((:tag . "NNS") (:stem . "distribution") (:form . "distributions")\n (:end . 79) (:start . 66) (:id . 52))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 83) (:start . 80)\n (:id . 53))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 88) (:start . 84)\n (:id . 54))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 92) (:start . 89)\n (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 96) (:start . 93)\n (:id . 56))\n ((:tag . "JJ") (:stem . "dynamical") (:form . "dynamical") (:end . 106)\n (:start . 97) (:id . 57))\n ((:tag . "NN") (:stem . "calculation") (:form . "calculation") (:end . 118)\n (:start . 107) (:id . 58))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 121) (:start . 119)\n (:id . 59))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 125) (:start . 122)\n (:id . 60))\n ((:tag . "NNP") (:stem . "Z-score") (:form . "Z-score") (:end . 133)\n (:start . 126) (:id . 61))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 137) (:start . 134)\n (:id . 62))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 141) (:start . 138)\n (:id . 63))\n ((:tag . "VBG") (:stem . "correspond") (:form . "corresponding") (:end . 155)\n (:start . 142) (:id . 64))\n ((:tag . "JJ") (:stem . "one-sided") (:form . "one-sided") (:end . 165)\n (:start . 156) (:id . 65))\n ((:tag . "NN") (:stem . "p-value") (:form . "p-value") (:end . 173)\n (:start . 166) (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 174) (:start . 173)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s13.285) (:did . :pmc2774702) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504498@unknown@formal@none@1@S@The significance of the differences observed for accessibility and secondary structure frequencies in true motifs vs random matches was assessed through t-tests (for accessibility values) and chi-square tests (for secondary structure assignments).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "significance") (:form . "significance") (:end . 16)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 19) (:start . 17)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 23) (:start . 20)\n (:id . 45))\n ((:tag . "NNS") (:stem . "difference") (:form . "differences") (:end . 35)\n (:start . 24) (:id . 46))\n ((:tag . "VBN") (:stem . "observe") (:form . "observed") (:end . 44)\n (:start . 36) (:id . 47))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 48) (:start . 45)\n (:id . 48))\n ((:tag . "NN") (:stem . "accessibility") (:form . "accessibility")\n (:end . 62) (:start . 49) (:id . 49))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 66) (:start . 63)\n (:id . 50))\n ((:tag . "JJ") (:stem . "secondary") (:form . "secondary") (:end . 76)\n (:start . 67) (:id . 51))\n ((:tag . "NN") (:stem . "structure") (:form . 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"through") (:end . 152)\n (:start . 145) (:id . 62))\n ((:tag . "NNS") (:stem . "t-test") (:form . "t-tests") (:end . 160)\n (:start . 153) (:id . 63))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 162) (:start . 161)\n (:id . 64))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 165) (:start . 162)\n (:id . 65))\n ((:tag . "NN") (:stem . "accessibility") (:form . "accessibility")\n (:end . 179) (:start . 166) (:id . 66))\n ((:tag . "NNS") (:stem . "value") (:form . "values") (:end . 186)\n (:start . 180) (:id . 67))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 187) (:start . 186)\n (:id . 68))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 191) (:start . 188)\n (:id . 69))\n ((:tag . "JJ") (:stem . "chi-square") (:form . "chi-square") (:end . 202)\n (:start . 192) (:id . 70))\n ((:tag . "NNS") (:stem . "test") (:form . "tests") (:end . 208)\n (:start . 203) (:id . 71))\n ((:tag . "(") (:stem . "(") (:form . 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(:end . 132) (:start . 131)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s14.10) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504512@unknown@formal@none@1@S@Moreover, multiplierz is designed around a "zero infrastructure" philosophy, meaning that it can be deployed by end users with little or no system administration support.@(((:tag . "RB") (:stem . "moreover") (:form . "Moreover") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 9) (:start . 8) (:id . 43))\n ((:tag . "NN") (:stem . "multiplierz") (:form . "multiplierz") (:end . 21)\n (:start . 10) (:id . 44))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 24) (:start . 22)\n (:id . 45))\n ((:tag . "VBN") (:stem . "design") (:form . "designed") (:end . 33)\n (:start . 25) (:id . 46))\n ((:tag . "IN") (:stem . "around") (:form . "around") (:end . 40)\n (:start . 34) (:id . 47))\n ((:tag . "DT") (:stem . 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(:end . 238) (:start . 237)\n (:id . 75)))@@@1@34@((:identifiers (:sid . :s14.12) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504514@unknown@formal@none@1@S@Conclusion@(((:tag . "NN") (:stem . "conclusion") (:form . "Conclusion") (:end . 10)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s14.13) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504515@unknown@formal@none@1@S@Collectively, mzAPI and multiplierz facilitate a wide range of data analysis tasks, spanning technology development to biological annotation, for mass spectrometry-based proteomics research.@(((:tag . "RB") (:stem . "collectively") (:form . "Collectively") (:end . 12)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 13) (:start . 12)\n (:id . 43))\n ((:tag . "NN") (:stem . "mzapi") (:form . 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(:end . 152) (:start . 151)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s14.24) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504526@unknown@formal@none@1@S@Historically the proprietary nature of binary files associated with proteomics technologies represented a significant obstacle to efforts aimed at development of integrated, desktop environments.@(((:tag . "RB") (:stem . "historically") (:form . "Historically") (:end . 12)\n (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 16) (:start . 13)\n (:id . 43))\n ((:tag . "JJ") (:stem . "proprietary") (:form . "proprietary") (:end . 28)\n (:start . 17) (:id . 44))\n ((:tag . "NN") (:stem . "nature") (:form . "nature") (:end . 35)\n (:start . 29) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 38) (:start . 36)\n (:id . 46))\n ((:tag . "JJ") (:stem . "binary") (:form . 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"to") (:end . 129) (:start . 127)\n (:id . 57))\n ((:tag . "NNS") (:stem . "effort") (:form . "efforts") (:end . 137)\n (:start . 130) (:id . 58))\n ((:tag . "VBN") (:stem . "aim") (:form . "aimed") (:end . 143) (:start . 138)\n (:id . 59))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 146) (:start . 144)\n (:id . 60))\n ((:tag . "NN") (:stem . "development") (:form . "development") (:end . 158)\n (:start . 147) (:id . 61))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 161) (:start . 159)\n (:id . 62))\n ((:tag . "VBN") (:stem . "integrate") (:form . "integrated") (:end . 172)\n (:start . 162) (:id . 63))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 173) (:start . 172)\n (:id . 64))\n ((:tag . "NN") (:stem . "desktop") (:form . "desktop") (:end . 181)\n (:start . 174) (:id . 65))\n ((:tag . "NNS") (:stem . "environment") (:form . "environments") (:end . 194)\n (:start . 182) (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 195) (:start . 194)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s14.25) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504527@unknown@formal@none@1@S@One solution proposed specifically for mass spectrometry is extraction of native data to a common file format, typically a dialect of XML [8,9].@(((:tag . "CD") (:stem . "one") (:form . "One") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "solution") (:form . "solution") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "VBN") (:stem . "propose") (:form . "proposed") (:end . 21)\n (:start . 13) (:id . 44))\n ((:tag . "RB") (:stem . "specifically") (:form . "specifically") (:end . 34)\n (:start . 22) (:id . 45))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 38) (:start . 35)\n (:id . 46))\n ((:tag . "NN") (:stem . "mass") (:form . "mass") (:end . 43) (:start . 39)\n (:id . 47))\n ((:tag . "NN") (:stem . "spectrometry") (:form . 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",") (:stem . ",") (:form . ",") (:end . 110) (:start . 109)\n (:id . 59))\n ((:tag . "RB") (:stem . "typically") (:form . "typically") (:end . 120)\n (:start . 111) (:id . 60))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 122) (:start . 121)\n (:id . 61))\n ((:tag . "NN") (:stem . "dialect") (:form . "dialect") (:end . 130)\n (:start . 123) (:id . 62))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 133) (:start . 131)\n (:id . 63))\n ((:tag . "NNP") (:stem . "XML") (:form . "XML") (:end . 137) (:start . 134)\n (:id . 64))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 139) (:start . 138)\n (:id . 65))\n ((:tag . "CD") (:stem . "8,9") (:form . "8,9") (:end . 142) (:start . 139)\n (:id . 66))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 143) (:start . 142)\n (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 144) (:start . 143)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s14.26) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504528@unknown@formal@none@1@S@We [10] and others [11] have challenged the technical merits of this approach.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 4) (:start . 3) (:id . 43))\n ((:tag . "CD") (:stem . "10") (:form . "10") (:end . 6) (:start . 4)\n (:id . 44))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 7) (:start . 6) (:id . 45))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 11) (:start . 8)\n (:id . 46))\n ((:tag . "NNS") (:stem . "other") (:form . "others") (:end . 18)\n (:start . 12) (:id . 47))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 20) (:start . 19)\n (:id . 48))\n ((:tag . "CD") (:stem . "11") (:form . "11") (:end . 22) (:start . 20)\n (:id . 49))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 23) (:start . 22)\n (:id . 50))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 28) (:start . 24)\n (:id . 51))\n ((:tag . "VBN") (:stem . "challenge") (:form . "challenged") (:end . 39)\n (:start . 29) (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 43) (:start . 40)\n (:id . 53))\n ((:tag . "JJ") (:stem . "technical") (:form . "technical") (:end . 53)\n (:start . 44) (:id . 54))\n ((:tag . "NNS") (:stem . "merit") (:form . "merits") (:end . 60)\n (:start . 54) (:id . 55))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 63) (:start . 61)\n (:id . 56))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 68) (:start . 64)\n (:id . 57))\n ((:tag . "NN") (:stem . "approach") (:form . "approach") (:end . 77)\n (:start . 69) (:id . 58))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 78) (:start . 77)\n (:id . 59)))@@@1@18@((:identifiers (:sid . :s14.27) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504529@unknown@formal@none@1@S@Given that mass spectrometry manufacturers implicitly carry the burden of maintaining up-to-date libraries for access to their native data, we recently proposed that a common API [10] is a more rational solution for shared access to proprietary mass spectrometry files.@(((:tag . "VBN") (:stem . "give") (:form . "Given") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 10) (:start . 6)\n (:id . 43))\n ((:tag . "NN") (:stem . "mass") (:form . "mass") (:end . 15) (:start . 11)\n (:id . 44))\n ((:tag . "NN") (:stem . "spectrometry") (:form . "spectrometry") (:end . 28)\n (:start . 16) (:id . 45))\n ((:tag . "NNS") (:stem . "manufacturer") (:form . "manufacturers")\n (:end . 42) (:start . 29) (:id . 46))\n ((:tag . 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"common") (:end . 174)\n (:start . 168) (:id . 67))\n ((:tag . "NNP") (:stem . "API") (:form . "API") (:end . 178) (:start . 175)\n (:id . 68))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 180) (:start . 179)\n (:id . 69))\n ((:tag . "CD") (:stem . "10") (:form . "10") (:end . 182) (:start . 180)\n (:id . 70))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 183) (:start . 182)\n (:id . 71))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 186) (:start . 184)\n (:id . 72))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 188) (:start . 187)\n (:id . 73))\n ((:tag . "RBR") (:stem . "more") (:form . "more") (:end . 193) (:start . 189)\n (:id . 74))\n ((:tag . "JJ") (:stem . "rational") (:form . "rational") (:end . 202)\n (:start . 194) (:id . 75))\n ((:tag . "NN") (:stem . "solution") (:form . "solution") (:end . 211)\n (:start . 203) (:id . 76))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 215) (:start . 212)\n (:id . 77))\n ((:tag . "JJ") (:stem . "shared") (:form . "shared") (:end . 222)\n (:start . 216) (:id . 78))\n ((:tag . "NN") (:stem . "access") (:form . "access") (:end . 229)\n (:start . 223) (:id . 79))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 232) (:start . 230)\n (:id . 80))\n ((:tag . "JJ") (:stem . "proprietary") (:form . "proprietary") (:end . 244)\n (:start . 233) (:id . 81))\n ((:tag . "NN") (:stem . "mass") (:form . "mass") (:end . 249) (:start . 245)\n (:id . 82))\n ((:tag . "NN") (:stem . "spectrometry") (:form . "spectrometry") (:end . 262)\n (:start . 250) (:id . 83))\n ((:tag . "NNS") (:stem . "file") (:form . "files") (:end . 268)\n (:start . 263) (:id . 84))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 269) (:start . 268)\n (:id . 85)))@@@1@44@((:identifiers (:sid . :s14.28) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504530@unknown@formal@none@1@S@Here we define and implement a minimal API (mzAPI) that provides direct, programmatic interaction with binary raw files and we demonstrate that performance for practical tasks is significantly faster as compared to equivalent operations for access to mzXML files.@(((:tag . "RB") (:stem . "here") (:form . "Here") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "VBP") (:stem . "define") (:form . "define") (:end . 14)\n (:start . 8) (:id . 44))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 18) (:start . 15)\n (:id . 45))\n ((:tag . "VBP") (:stem . "implement") (:form . "implement") (:end . 28)\n (:start . 19) (:id . 46))\n ((:tag . "DT") (:stem . "a") (:form . 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"interaction") (:form . "interaction") (:end . 97)\n (:start . 86) (:id . 58))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 102) (:start . 98)\n (:id . 59))\n ((:tag . "JJ") (:stem . "binary") (:form . "binary") (:end . 109)\n (:start . 103) (:id . 60))\n ((:tag . "JJ") (:stem . "raw") (:form . "raw") (:end . 113) (:start . 110)\n (:id . 61))\n ((:tag . "NNS") (:stem . "file") (:form . "files") (:end . 119)\n (:start . 114) (:id . 62))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 123) (:start . 120)\n (:id . 63))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 126) (:start . 124)\n (:id . 64))\n ((:tag . "VBP") (:stem . "demonstrate") (:form . "demonstrate") (:end . 138)\n (:start . 127) (:id . 65))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 143) (:start . 139)\n (:id . 66))\n ((:tag . "NN") (:stem . "performance") (:form . "performance") (:end . 155)\n (:start . 144) (:id . 67))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 159) (:start . 156)\n (:id . 68))\n ((:tag . "JJ") (:stem . "practical") (:form . "practical") (:end . 169)\n (:start . 160) (:id . 69))\n ((:tag . "NNS") (:stem . "task") (:form . "tasks") (:end . 175)\n (:start . 170) (:id . 70))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 178) (:start . 176)\n (:id . 71))\n ((:tag . "RB") (:stem . "significantly") (:form . "significantly")\n (:end . 192) (:start . 179) (:id . 72))\n ((:tag . "JJR") (:stem . "fast") (:form . "faster") (:end . 199)\n (:start . 193) (:id . 73))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 202) (:start . 200)\n (:id . 74))\n ((:tag . "VBN") (:stem . "compare") (:form . "compared") (:end . 211)\n (:start . 203) (:id . 75))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 214) (:start . 212)\n (:id . 76))\n ((:tag . "JJ") (:stem . "equivalent") (:form . "equivalent") (:end . 225)\n (:start . 215) (:id . 77))\n ((:tag . "NNS") (:stem . "operation") (:form . "operations") (:end . 236)\n (:start . 226) (:id . 78))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 240) (:start . 237)\n (:id . 79))\n ((:tag . "NN") (:stem . "access") (:form . "access") (:end . 247)\n (:start . 241) (:id . 80))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 250) (:start . 248)\n (:id . 81))\n ((:tag . "NN") (:stem . "mzxml") (:form . "mzXML") (:end . 256)\n (:start . 251) (:id . 82))\n ((:tag . "NNS") (:stem . "file") (:form . "files") (:end . 262)\n (:start . 257) (:id . 83))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 263) (:start . 262)\n (:id . 84)))@@@1@43@((:identifiers (:sid . :s14.29) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504531@unknown@formal@none@1@S@We implement mzAPI in Python to maximize accessibility; similarly, mzAPI is exposed to users through multiplierz, a Python-based desktop environment that combines an intuitive interface with a powerful and flexible high-level scripting platform.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "implement") (:form . "implement") (:end . 12)\n (:start . 3) (:id . 43))\n ((:tag . "NN") (:stem . "mzapi") (:form . "mzAPI") (:end . 18) (:start . 13)\n (:id . 44))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 21) (:start . 19)\n (:id . 45))\n ((:tag . "NNP") (:stem . "Python") (:form . "Python") (:end . 28)\n (:start . 22) (:id . 46))\n ((:tag . "TO") (:stem . "to") (:form . 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"IN") (:stem . "through") (:form . "through") (:end . 100)\n (:start . 93) (:id . 58))\n ((:tag . "NN") (:stem . "multiplierz") (:form . "multiplierz") (:end . 112)\n (:start . 101) (:id . 59))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 113) (:start . 112)\n (:id . 60))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 115) (:start . 114)\n (:id . 61))\n ((:tag . "JJ") (:stem . "python-based") (:form . "Python-based") (:end . 128)\n (:start . 116) (:id . 62))\n ((:tag . "NN") (:stem . "desktop") (:form . "desktop") (:end . 136)\n (:start . 129) (:id . 63))\n ((:tag . "NN") (:stem . "environment") (:form . "environment") (:end . 148)\n (:start . 137) (:id . 64))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 153) (:start . 149)\n (:id . 65))\n ((:tag . "VBZ") (:stem . "combine") (:form . "combines") (:end . 162)\n (:start . 154) (:id . 66))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 165) (:start . 163)\n (:id . 67))\n ((:tag . "JJ") (:stem . 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(:form . ".") (:end . 245) (:start . 244)\n (:id . 78)))@@@1@37@((:identifiers (:sid . :s14.30) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504532@unknown@formal@none@1@S@Together, mzAPI and multiplierz support a wide range of data analytic tasks and facilitate rapid prototyping of novel algorithms.@(((:tag . "RB") (:stem . "together") (:form . "Together") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 9) (:start . 8) (:id . 43))\n ((:tag . "NN") (:stem . "mzapi") (:form . "mzAPI") (:end . 15) (:start . 10)\n (:id . 44))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 19) (:start . 16)\n (:id . 45))\n ((:tag . "NN") (:stem . "multiplierz") (:form . "multiplierz") (:end . 31)\n (:start . 20) (:id . 46))\n ((:tag . "VBP") (:stem . "support") (:form . "support") (:end . 39)\n (:start . 32) (:id . 47))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 41) (:start . 40)\n (:id . 48))\n ((:tag . "JJ") (:stem . "wide") (:form . "wide") (:end . 46) (:start . 42)\n (:id . 49))\n ((:tag . "NN") (:stem . "range") (:form . "range") (:end . 52) (:start . 47)\n (:id . 50))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 55) (:start . 53)\n (:id . 51))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 60) (:start . 56)\n (:id . 52))\n ((:tag . "JJ") (:stem . "analytic") (:form . "analytic") (:end . 69)\n (:start . 61) (:id . 53))\n ((:tag . "NNS") (:stem . "task") (:form . "tasks") (:end . 75) (:start . 70)\n (:id . 54))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 79) (:start . 76)\n (:id . 55))\n ((:tag . "VB") (:stem . "facilitate") (:form . "facilitate") (:end . 90)\n (:start . 80) (:id . 56))\n ((:tag . "JJ") (:stem . "rapid") (:form . "rapid") (:end . 96) (:start . 91)\n (:id . 57))\n ((:tag . "NN") (:stem . "prototyping") (:form . "prototyping") (:end . 108)\n (:start . 97) (:id . 58))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 111) (:start . 109)\n (:id . 59))\n ((:tag . "JJ") (:stem . "novel") (:form . "novel") (:end . 117)\n (:start . 112) (:id . 60))\n ((:tag . "NNS") (:stem . "algorithm") (:form . "algorithms") (:end . 128)\n (:start . 118) (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 129) (:start . 128)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s14.31) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504533@unknown@formal@none@1@S@In addition, the multiplierz environment is designed with a "zero-infrastructure" philosophy, meaning that it can be deployed by end users who lack system administration experience or support.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "addition") (:form . 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"NN") (:stem . "end") (:form . "end") (:end . 132) (:start . 129)\n (:id . 64))\n ((:tag . "NNS") (:stem . "user") (:form . "users") (:end . 138)\n (:start . 133) (:id . 65))\n ((:tag . "WP") (:stem . "who") (:form . "who") (:end . 142) (:start . 139)\n (:id . 66))\n ((:tag . "VBP") (:stem . "lack") (:form . "lack") (:end . 147) (:start . 143)\n (:id . 67))\n ((:tag . "NN") (:stem . "system") (:form . "system") (:end . 154)\n (:start . 148) (:id . 68))\n ((:tag . "NN") (:stem . "administration") (:form . "administration")\n (:end . 169) (:start . 155) (:id . 69))\n ((:tag . "NN") (:stem . "experience") (:form . "experience") (:end . 180)\n (:start . 170) (:id . 70))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 183) (:start . 181)\n (:id . 71))\n ((:tag . "NN") (:stem . "support") (:form . "support") (:end . 191)\n (:start . 184) (:id . 72))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 192) (:start . 191)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s14.32) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504534@unknown@formal@none@1@S@We demonstrate the capabilities of multiplierz through a variety of proteomics case studies such as (i) label-free quantitative comparison and interactive validation of datasets from multi-acquisition experiments, (ii) automatic quality control of mass spectrometer performance, (iii) improved peptide sequence assignment via deisotoping of MS/MS spectra, and (iv) assessment of phosphopeptide enrichment efficiency through programmatic fragment ion extraction.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "demonstrate") (:form . "demonstrate") (:end . 14)\n (:start . 3) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 18) (:start . 15)\n (:id . 44))\n ((:tag . "NNS") (:stem . 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")") (:end . 284) (:start . 283)\n (:id . 85))\n ((:tag . "VBD") (:stem . "improve") (:form . "improved") (:end . 293)\n (:start . 285) (:id . 86))\n ((:tag . "NN") (:stem . "peptide") (:form . "peptide") (:end . 301)\n (:start . 294) (:id . 87))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 310)\n (:start . 302) (:id . 88))\n ((:tag . "NN") (:stem . "assignment") (:form . "assignment") (:end . 321)\n (:start . 311) (:id . 89))\n ((:tag . "IN") (:stem . "via") (:form . "via") (:end . 325) (:start . 322)\n (:id . 90))\n ((:tag . "VBG") (:stem . "deisotope") (:form . "deisotoping") (:end . 337)\n (:start . 326) (:id . 91))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 340) (:start . 338)\n (:id . 92))\n ((:tag . "NNP") (:stem . "MS/MS") (:form . "MS/MS") (:end . 346)\n (:start . 341) (:id . 93))\n ((:tag . "NNS") (:stem . "spectrum") (:form . "spectra") (:end . 354)\n (:start . 347) (:id . 94))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 355) (:start . 354)\n (:id . 95))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 359) (:start . 356)\n (:id . 96))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 361) (:start . 360)\n (:id . 97))\n ((:tag . "LS") (:stem . "iv") (:form . "iv") (:end . 363) (:start . 361)\n (:id . 98))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 364) (:start . 363)\n (:id . 99))\n ((:tag . "NN") (:stem . "assessment") (:form . "assessment") (:end . 375)\n (:start . 365) (:id . 100))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 378) (:start . 376)\n (:id . 101))\n ((:tag . "NN") (:stem . "phosphopeptide") (:form . "phosphopeptide")\n (:end . 393) (:start . 379) (:id . 102))\n ((:tag . "NN") (:stem . "enrichment") (:form . "enrichment") (:end . 404)\n (:start . 394) (:id . 103))\n ((:tag . "NN") (:stem . "efficiency") (:form . "efficiency") (:end . 415)\n (:start . 405) (:id . 104))\n ((:tag . "IN") (:stem . "through") (:form . "through") (:end . 423)\n (:start . 416) (:id . 105))\n ((:tag . "JJ") (:stem . "programmatic") (:form . "programmatic") (:end . 436)\n (:start . 424) (:id . 106))\n ((:tag . "NN") (:stem . "fragment") (:form . "fragment") (:end . 445)\n (:start . 437) (:id . 107))\n ((:tag . "NN") (:stem . "ion") (:form . "ion") (:end . 449) (:start . 446)\n (:id . 108))\n ((:tag . "NN") (:stem . "extraction") (:form . "extraction") (:end . 460)\n (:start . 450) (:id . 109))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 461) (:start . 460)\n (:id . 110)))@@@1@69@((:identifiers (:sid . :s14.33) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504535@unknown@formal@none@1@S@Implementation@(((:tag . "NN") (:stem . "implementation") (:form . "Implementation")\n (:end . 14) (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s14.34) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5504536@unknown@formal@none@1@S@mzAPI: A Common API for Direct Access to Proprietary File Formats@(((:tag . "NN") (:stem . "mzapi") (:form . "mzAPI") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 6) (:start . 5) (:id . 43))\n ((:tag . "DT") (:stem . "a") (:form . "A") (:end . 8) (:start . 7)\n (:id . 44))\n ((:tag . "JJ") (:stem . "common") (:form . "Common") (:end . 15) (:start . 9)\n (:id . 45))\n ((:tag . "NNP") (:stem . "API") (:form . "API") (:end . 19) (:start . 16)\n (:id . 46))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 23) (:start . 20)\n (:id . 47))\n ((:tag . "JJ") (:stem . "direct") (:form . "Direct") (:end . 30)\n (:start . 24) (:id . 48))\n ((:tag . "NNP") (:stem . "Access") (:form . "Access") (:end . 37)\n (:start . 31) (:id . 49))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 40) (:start . 38)\n (:id . 50))\n ((:tag . "NNP") (:stem . "Proprietary") (:form . "Proprietary") (:end . 52)\n (:start . 41) (:id . 51))\n ((:tag . "NNP") (:stem . "File") (:form . "File") (:end . 57) (:start . 53)\n (:id . 52))\n ((:tag . "NNP") (:stem . "Format") (:form . "Formats") (:end . 65)\n (:start . 58) (:id . 53)))@@@1@12@((:identifiers (:sid . :s14.35) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504537@unknown@formal@none@1@S@As described above, direct access to native mass spectrometry data files is a key factor in the assembly of a powerful and flexible framework for proteomics data analysis.@(((:tag . "IN") (:stem . "as") (:form . "As") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBN") (:stem . "describe") (:form . "described") (:end . 12)\n (:start . 3) (:id . 43))\n ((:tag . "RB") (:stem . "above") (:form . "above") (:end . 18) (:start . 13)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 19) (:start . 18)\n (:id . 45))\n ((:tag . "JJ") (:stem . "direct") (:form . "direct") (:end . 26)\n (:start . 20) (:id . 46))\n ((:tag . "NN") (:stem . "access") (:form . "access") (:end . 33)\n (:start . 27) (:id . 47))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 36) (:start . 34)\n (:id . 48))\n ((:tag . "JJ") (:stem . "native") (:form . "native") (:end . 43)\n (:start . 37) (:id . 49))\n ((:tag . "NN") (:stem . "mass") (:form . "mass") (:end . 48) (:start . 44)\n (:id . 50))\n ((:tag . "NN") (:stem . "spectrometry") (:form . "spectrometry") (:end . 61)\n (:start . 49) (:id . 51))\n ((:tag . "NN") (:stem . "data") (:form . "data") (:end . 66) (:start . 62)\n (:id . 52))\n ((:tag . "NNS") (:stem . "file") (:form . "files") (:end . 72) (:start . 67)\n (:id . 53))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 75) (:start . 73)\n (:id . 54))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 77) (:start . 76)\n (:id . 55))\n ((:tag . "JJ") (:stem . "key") (:form . "key") (:end . 81) (:start . 78)\n (:id . 56))\n ((:tag . "NN") (:stem . "factor") (:form . "factor") (:end . 88)\n (:start . 82) (:id . 57))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 91) (:start . 89)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 95) (:start . 92)\n (:id . 59))\n ((:tag . "NN") (:stem . "assembly") (:form . "assembly") (:end . 104)\n (:start . 96) (:id . 60))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 107) (:start . 105)\n (:id . 61))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 109) (:start . 108)\n (:id . 62))\n ((:tag . "JJ") (:stem . "powerful") (:form . "powerful") (:end . 118)\n (:start . 110) (:id . 63))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 122) (:start . 119)\n (:id . 64))\n ((:tag . "JJ") (:stem . "flexible") (:form . "flexible") (:end . 131)\n (:start . 123) (:id . 65))\n ((:tag . "NN") (:stem . "framework") (:form . "framework") (:end . 141)\n (:start . 132) (:id . 66))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 145) (:start . 142)\n (:id . 67))\n ((:tag . "NNS") (:stem . "proteomic") (:form . "proteomics") (:end . 156)\n (:start . 146) (:id . 68))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 161)\n (:start . 157) (:id . 69))\n ((:tag . "NN") (:stem . "analysis") (:form . "analysis") (:end . 170)\n (:start . 162) (:id . 70))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 171) (:start . 170)\n (:id . 71)))@@@1@30@((:identifiers (:sid . :s14.36) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504538@unknown@formal@none@1@S@Towards this end, we define a minimal mzAPI as consisting of the following key procedures:@(((:tag . "IN") (:stem . "towards") (:form . "Towards") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 12) (:start . 8)\n (:id . 43))\n ((:tag . "NN") (:stem . "end") (:form . "end") (:end . 16) (:start . 13)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 17) (:start . 16)\n (:id . 45))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 20) (:start . 18)\n (:id . 46))\n ((:tag . "VBP") (:stem . "define") (:form . "define") (:end . 27)\n (:start . 21) (:id . 47))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 29) (:start . 28)\n (:id . 48))\n ((:tag . "JJ") (:stem . "minimal") (:form . "minimal") (:end . 37)\n (:start . 30) (:id . 49))\n ((:tag . "NN") (:stem . "mzapi") (:form . "mzAPI") (:end . 43) (:start . 38)\n (:id . 50))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 46) (:start . 44)\n (:id . 51))\n ((:tag . "VBG") (:stem . "consist") (:form . "consisting") (:end . 57)\n (:start . 47) (:id . 52))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 60) (:start . 58)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 64) (:start . 61)\n (:id . 54))\n ((:tag . "VBG") (:stem . "follow") (:form . "following") (:end . 74)\n (:start . 65) (:id . 55))\n ((:tag . "JJ") (:stem . "key") (:form . "key") (:end . 78) (:start . 75)\n (:id . 56))\n ((:tag . "NNS") (:stem . "procedure") (:form . "procedures") (:end . 89)\n (:start . 79) (:id . 57))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 90) (:start . 89)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s14.37) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504539@unknown@formal@none@1@S@1. scan(time) › [(mz, intensity)]@(((:tag . "LS") (:stem . "1.") (:form . "1.") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "scan(time)") (:form . "scan(time)") (:end . 13)\n (:start . 3) (:id . 43))\n ((:tag . "``") (:stem . "‘") (:form . "‘") (:end . 13) (:start . 13)\n (:id . 44))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 17) (:start . 16)\n (:id . 45))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 18) (:start . 17)\n (:id . 46))\n ((:tag . "NN") (:stem . "mz") (:form . "mz") (:end . 20) (:start . 18)\n (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 21) (:start . 20)\n (:id . 48))\n ((:tag . "NN") (:stem . "intensity") (:form . "intensity") (:end . 31)\n (:start . 22) (:id . 49))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 32) (:start . 31)\n (:id . 50))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 33) (:start . 32)\n (:id . 51)))@@@1@10@((:identifiers (:sid . :s14.38) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504540@unknown@formal@none@1@S@2. scan_list(start_time, stop_time) › [(time, precursor)]@(((:tag . "LS") (:stem . "2.") (:form . "2.") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "scan_list(start_time")\n (:form . "scan_list(start_time") (:end . 23) (:start . 3) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 24) (:start . 23)\n (:id . 44))\n ((:tag . "NN") (:stem . "stop_time") (:form . "stop_time") (:end . 34)\n (:start . 25) (:id . 45))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 35) (:start . 34)\n (:id . 46))\n ((:tag . "``") (:stem . "‘") (:form . "‘") (:end . 35) (:start . 35)\n (:id . 47))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 39) (:start . 38)\n (:id . 48))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 40) (:start . 39)\n (:id . 49))\n ((:tag . "NN") (:stem . "time") (:form . "time") (:end . 44) (:start . 40)\n (:id . 50))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 45) (:start . 44)\n (:id . 51))\n ((:tag . "NN") (:stem . "precursor") (:form . "precursor") (:end . 55)\n (:start . 46) (:id . 52))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 56) (:start . 55)\n (:id . 53))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 57) (:start . 56)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s14.39) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504541@unknown@formal@none@1@S@3. time_range() › (start_time, stop_time)@(((:tag . "LS") (:stem . "3.") (:form . "3.") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "time_range()") (:form . "time_range()") (:end . 15)\n (:start . 3) (:id . 43))\n ((:tag . "``") (:stem . "‘") (:form . "‘") (:end . 15) (:start . 15)\n (:id . 44))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 19) (:start . 18)\n (:id . 45))\n ((:tag . "NN") (:stem . "start_time") (:form . "start_time") (:end . 29)\n (:start . 19) (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 30) (:start . 29)\n (:id . 47))\n ((:tag . "RB") (:stem . "stop_time") (:form . "stop_time") (:end . 40)\n (:start . 31) (:id . 48))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 41) (:start . 40)\n (:id . 49)))@@@1@8@((:identifiers (:sid . :s14.40) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504542@unknown@formal@none@1@S@4. scan_time_from_scan_name (scan_name) › time@(((:tag . "LS") (:stem . "4.") (:form . "4.") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "scan_time_from_scan_name")\n (:form . "scan_time_from_scan_name") (:end . 27) (:start . 3) (:id . 43))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 29) (:start . 28)\n (:id . 44))\n ((:tag . "NN") (:stem . "scan_name") (:form . "scan_name") (:end . 38)\n (:start . 29) (:id . 45))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 39) (:start . 38)\n (:id . 46))\n ((:tag . "``") (:stem . "‘") (:form . "‘") (:end . 39) (:start . 39)\n (:id . 47))\n ((:tag . "NN") (:stem . "time") (:form . "time") (:end . 46) (:start . 42)\n (:id . 48)))@@@1@7@((:identifiers (:sid . :s14.41) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504543@unknown@formal@none@1@S@5. ric(start_time, stop_time, start_mz, stop_mz) › [(time, intensity)]@(((:tag . "LS") (:stem . "5.") (:form . "5.") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "ric(start_time") (:form . "ric(start_time")\n (:end . 17) (:start . 3) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 18) (:start . 17)\n (:id . 44))\n ((:tag . "NN") (:stem . "stop_time") (:form . "stop_time") (:end . 28)\n (:start . 19) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 29) (:start . 28)\n (:id . 46))\n ((:tag . "NN") (:stem . "start_mz") (:form . "start_mz") (:end . 38)\n (:start . 30) (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 39) (:start . 38)\n (:id . 48))\n ((:tag . "NN") (:stem . "stop_mz") (:form . "stop_mz") (:end . 47)\n (:start . 40) (:id . 49))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 48) (:start . 47)\n (:id . 50))\n ((:tag . "``") (:stem . "‘") (:form . "‘") (:end . 48) (:start . 48)\n (:id . 51))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 52) (:start . 51)\n (:id . 52))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 53) (:start . 52)\n (:id . 53))\n ((:tag . "NN") (:stem . "time") (:form . "time") (:end . 57) (:start . 53)\n (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 58) (:start . 57)\n (:id . 55))\n ((:tag . "NN") (:stem . "intensity") (:form . "intensity") (:end . 68)\n (:start . 59) (:id . 56))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 69) (:start . 68)\n (:id . 57))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 70) (:start . 69)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s14.42) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504544@unknown@formal@none@1@S@The first two procedures in mzAPI return: 1) individual scans in the form of a list of (mz, intensity) pairs, and 2) a catalog of all scan descriptions in the form of a list of (time, precursor) pairs in the experiment.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "first") (:form . "first") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 13) (:start . 10)\n (:id . 44))\n ((:tag . "NNS") (:stem . "procedure") (:form . "procedures") (:end . 24)\n (:start . 14) (:id . 45))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 27) (:start . 25)\n (:id . 46))\n ((:tag . "NN") (:stem . "mzapi") (:form . "mzAPI") (:end . 33) (:start . 28)\n (:id . 47))\n ((:tag . "NN") (:stem . "return") (:form . "return") (:end . 40)\n (:start . 34) (:id . 48))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 41) (:start . 40)\n (:id . 49))\n ((:tag . "LS") (:stem . "1") (:form . "1") (:end . 43) (:start . 42)\n (:id . 50))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 44) (:start . 43)\n (:id . 51))\n ((:tag . "JJ") (:stem . "individual") (:form . "individual") (:end . 55)\n (:start . 45) (:id . 52))\n ((:tag . "NNS") (:stem . "scan") (:form . "scans") (:end . 61) (:start . 56)\n (:id . 53))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 64) (:start . 62)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 68) (:start . 65)\n (:id . 55))\n ((:tag . "NN") (:stem . "form") (:form . "form") (:end . 73) (:start . 69)\n (:id . 56))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 76) (:start . 74)\n (:id . 57))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 78) (:start . 77)\n (:id . 58))\n ((:tag . "NN") (:stem . "list") (:form . "list") (:end . 83) (:start . 79)\n (:id . 59))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 86) (:start . 84)\n (:id . 60))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 88) (:start . 87)\n (:id . 61))\n ((:tag . "NN") (:stem . "mz") (:form . "mz") (:end . 90) (:start . 88)\n (:id . 62))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 91) (:start . 90)\n (:id . 63))\n ((:tag . "NN") (:stem . "intensity") (:form . "intensity") (:end . 101)\n (:start . 92) (:id . 64))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 102) (:start . 101)\n (:id . 65))\n ((:tag . "NNS") (:stem . "pair") (:form . "pairs") (:end . 108)\n (:start . 103) (:id . 66))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 109) (:start . 108)\n (:id . 67))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 113) (:start . 110)\n (:id . 68))\n ((:tag . "LS") (:stem . "2") (:form . "2") (:end . 115) (:start . 114)\n (:id . 69))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 116) (:start . 115)\n (:id . 70))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 118) (:start . 117)\n (:id . 71))\n ((:tag . "NN") (:stem . "catalog") (:form . "catalog") (:end . 126)\n (:start . 119) (:id . 72))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 129) (:start . 127)\n (:id . 73))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 133) (:start . 130)\n (:id . 74))\n ((:tag . "JJ") (:stem . "scan") (:form . "scan") (:end . 138) (:start . 134)\n (:id . 75))\n ((:tag . "NNS") (:stem . "description") (:form . "descriptions") (:end . 151)\n (:start . 139) (:id . 76))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 154) (:start . 152)\n (:id . 77))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 158) (:start . 155)\n (:id . 78))\n ((:tag . "NN") (:stem . "form") (:form . "form") (:end . 163) (:start . 159)\n (:id . 79))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 166) (:start . 164)\n (:id . 80))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 168) (:start . 167)\n (:id . 81))\n ((:tag . "NN") (:stem . "list") (:form . "list") (:end . 173) (:start . 169)\n (:id . 82))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 176) (:start . 174)\n (:id . 83))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 178) (:start . 177)\n (:id . 84))\n ((:tag . "NN") (:stem . "time") (:form . "time") (:end . 182) (:start . 178)\n (:id . 85))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 183) (:start . 182)\n (:id . 86))\n ((:tag . "NN") (:stem . "precursor") (:form . "precursor") (:end . 193)\n (:start . 184) (:id . 87))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 194) (:start . 193)\n (:id . 88))\n ((:tag . "NNS") (:stem . "pair") (:form . "pairs") (:end . 200)\n (:start . 195) (:id . 89))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 203) (:start . 201)\n (:id . 90))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 207) (:start . 204)\n (:id . 91))\n ((:tag . "NN") (:stem . "experiment") (:form . "experiment") (:end . 218)\n (:start . 208) (:id . 92))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 219) (:start . 218)\n (:id . 93)))@@@1@52@((:identifiers (:sid . :s14.43) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504545@unknown@formal@none@1@S@In addition, the API provides: 3) 'time_range' that returns the earliest and latest acquisition times in the experiment, and 4) 'scan_time_from_scan_name' for translation of manufacturer-specific scan nomenclature to the mzAPI naming convention.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "addition") (:form . "addition") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 16) (:start . 13)\n (:id . 45))\n ((:tag . "NNP") (:stem . "API") (:form . "API") (:end . 20) (:start . 17)\n (:id . 46))\n ((:tag . "VBZ") (:stem . "provide") (:form . "provides") (:end . 29)\n (:start . 21) (:id . 47))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 30) (:start . 29)\n (:id . 48))\n ((:tag . "LS") (:stem . "3") (:form . "3") (:end . 32) (:start . 31)\n (:id . 49))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 33) (:start . 32)\n (:id . 50))\n ((:tag . "``") (:stem . "‘") (:form . "‘") (:end . 35) (:start . 34)\n (:id . 51))\n ((:tag . "NN") (:stem . "time_range") (:form . "time_range") (:end . 45)\n (:start . 35) (:id . 52))\n ((:tag . "''") (:stem . "'") (:form . "’") (:end . 46) (:start . 45)\n (:id . 53))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 51) (:start . 47)\n (:id . 54))\n ((:tag . "VBZ") (:stem . "return") (:form . "returns") (:end . 59)\n (:start . 52) (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 63) (:start . 60)\n (:id . 56))\n ((:tag . "JJS") (:stem . "early") (:form . "earliest") (:end . 72)\n (:start . 64) (:id . 57))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 76) (:start . 73)\n (:id . 58))\n ((:tag . "JJS") (:stem . "late") (:form . "latest") (:end . 83) (:start . 77)\n (:id . 59))\n ((:tag . "NN") (:stem . "acquisition") (:form . "acquisition") (:end . 95)\n (:start . 84) (:id . 60))\n ((:tag . "NNS") (:stem . "time") (:form . "times") (:end . 101) (:start . 96)\n (:id . 61))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 104) (:start . 102)\n (:id . 62))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 108) (:start . 105)\n (:id . 63))\n ((:tag . "NN") (:stem . "experiment") (:form . "experiment") (:end . 119)\n (:start . 109) (:id . 64))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 120) (:start . 119)\n (:id . 65))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 124) (:start . 121)\n (:id . 66))\n ((:tag . "CD") (:stem . "4") (:form . "4") (:end . 126) (:start . 125)\n (:id . 67))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 127) (:start . 126)\n (:id . 68))\n ((:tag . "``") (:stem . "‘") (:form . "‘") (:end . 129) (:start . 128)\n (:id . 69))\n ((:tag . "JJ") (:stem . "scan_time_from_scan_name")\n (:form . "scan_time_from_scan_name") (:end . 153) (:start . 129) (:id . 70))\n ((:tag . "''") (:stem . "'") (:form . "’") (:end . 154) (:start . 153)\n (:id . 71))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 158) (:start . 155)\n (:id . 72))\n ((:tag . "NN") (:stem . "translation") (:form . "translation") (:end . 170)\n (:start . 159) (:id . 73))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 173) (:start . 171)\n (:id . 74))\n ((:tag . "JJ") (:stem . "manufacturer-specific")\n (:form . "manufacturer-specific") (:end . 195) (:start . 174) (:id . 75))\n ((:tag . "NN") (:stem . "scan") (:form . "scan") (:end . 200) (:start . 196)\n (:id . 76))\n ((:tag . "NN") (:stem . "nomenclature") (:form . "nomenclature") (:end . 213)\n (:start . 201) (:id . 77))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 216) (:start . 214)\n (:id . 78))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 220) (:start . 217)\n (:id . 79))\n ((:tag . "NN") (:stem . "mzapi") (:form . "mzAPI") (:end . 226)\n (:start . 221) (:id . 80))\n ((:tag . "NN") (:stem . "naming") (:form . "naming") (:end . 233)\n (:start . 227) (:id . 81))\n ((:tag . "NN") (:stem . "convention") (:form . "convention") (:end . 244)\n (:start . 234) (:id . 82))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 245) (:start . 244)\n (:id . 83)))@@@1@42@((:identifiers (:sid . :s14.44) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504546@unknown@formal@none@1@S@We opted to rely on acquisition time as a common naming convention.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "opte") (:form . "opted") (:end . 8) (:start . 3)\n (:id . 43))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "VB") (:stem . "rely") (:form . "rely") (:end . 16) (:start . 12)\n (:id . 45))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 19) (:start . 17)\n (:id . 46))\n ((:tag . "NN") (:stem . "acquisition") (:form . "acquisition") (:end . 31)\n (:start . 20) (:id . 47))\n ((:tag . "NN") (:stem . "time") (:form . "time") (:end . 36) (:start . 32)\n (:id . 48))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 39) (:start . 37)\n (:id . 49))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 41) (:start . 40)\n (:id . 50))\n ((:tag . "JJ") (:stem . "common") (:form . "common") (:end . 48)\n (:start . 42) (:id . 51))\n ((:tag . "NN") (:stem . "naming") (:form . "naming") (:end . 55)\n (:start . 49) (:id . 52))\n ((:tag . "NN") (:stem . "convention") (:form . "convention") (:end . 66)\n (:start . 56) (:id . 53))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 67) (:start . 66)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s14.45) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504547@unknown@formal@none@1@S@In the case of LC-MS this is equivalent to chromatographic retention time.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "case") (:form . "case") (:end . 11) (:start . 7)\n (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 14) (:start . 12)\n (:id . 45))\n ((:tag . "NNP") (:stem . "LC-MS") (:form . "LC-MS") (:end . 20) (:start . 15)\n (:id . 46))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 25) (:start . 21)\n (:id . 47))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 28) (:start . 26)\n (:id . 48))\n ((:tag . "JJ") (:stem . "equivalent") (:form . "equivalent") (:end . 39)\n (:start . 29) (:id . 49))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 42) (:start . 40)\n (:id . 50))\n ((:tag . "JJ") (:stem . "chromatographic") (:form . "chromatographic")\n (:end . 58) (:start . 43) (:id . 51))\n ((:tag . "NN") (:stem . "retention") (:form . "retention") (:end . 68)\n (:start . 59) (:id . 52))\n ((:tag . "NN") (:stem . "time") (:form . "time") (:end . 73) (:start . 69)\n (:id . 53))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 74) (:start . 73)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s14.46) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504548@unknown@formal@none@1@S@Finally, a fifth procedure generates a reconstructed ion chromatogram (RIC) for a given time and mass-to-charge range, returned as a set of (time, intensity) pairs.@(((:tag . "RB") (:stem . "finally") (:form . "Finally") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 10) (:start . 9)\n (:id . 44))\n ((:tag . "JJ") (:stem . "fifth") (:form . "fifth") (:end . 16) (:start . 11)\n (:id . 45))\n ((:tag . "NN") (:stem . "procedure") (:form . "procedure") (:end . 26)\n (:start . 17) (:id . 46))\n ((:tag . "VBZ") (:stem . "generate") (:form . "generates") (:end . 36)\n (:start . 27) (:id . 47))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 38) (:start . 37)\n (:id . 48))\n ((:tag . "VBN") (:stem . "reconstruct") (:form . "reconstructed") (:end . 52)\n (:start . 39) (:id . 49))\n ((:tag . "NN") (:stem . "ion") (:form . "ion") (:end . 56) (:start . 53)\n (:id . 50))\n ((:tag . "NN") (:stem . "chromatogram") (:form . "chromatogram") (:end . 69)\n (:start . 57) (:id . 51))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 71) (:start . 70)\n (:id . 52))\n ((:tag . "NNP") (:stem . "RIC") (:form . "RIC") (:end . 74) (:start . 71)\n (:id . 53))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 75) (:start . 74)\n (:id . 54))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 79) (:start . 76)\n (:id . 55))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 81) (:start . 80)\n (:id . 56))\n ((:tag . "VBN") (:stem . "give") (:form . "given") (:end . 87) (:start . 82)\n (:id . 57))\n ((:tag . "NN") (:stem . "time") (:form . "time") (:end . 92) (:start . 88)\n (:id . 58))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 96) (:start . 93)\n (:id . 59))\n ((:tag . "JJ") (:stem . "mass-to-charge") (:form . "mass-to-charge")\n (:end . 111) (:start . 97) (:id . 60))\n ((:tag . "NN") (:stem . "range") (:form . "range") (:end . 117)\n (:start . 112) (:id . 61))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 118) (:start . 117)\n (:id . 62))\n ((:tag . "VBD") (:stem . "return") (:form . "returned") (:end . 127)\n (:start . 119) (:id . 63))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 130) (:start . 128)\n (:id . 64))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 132) (:start . 131)\n (:id . 65))\n ((:tag . "NN") (:stem . "set") (:form . "set") (:end . 136) (:start . 133)\n (:id . 66))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 139) (:start . 137)\n (:id . 67))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 141) (:start . 140)\n (:id . 68))\n ((:tag . "NN") (:stem . "time") (:form . "time") (:end . 145) (:start . 141)\n (:id . 69))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 146) (:start . 145)\n (:id . 70))\n ((:tag . "NN") (:stem . "intensity") (:form . "intensity") (:end . 156)\n (:start . 147) (:id . 71))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 157) (:start . 156)\n (:id . 72))\n ((:tag . "NNS") (:stem . "pair") (:form . "pairs") (:end . 163)\n (:start . 158) (:id . 73))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 164) (:start . 163)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s14.47) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504549@unknown@formal@none@1@S@While in principle RICs can be generated using the first two calls, we believe that ubiquitous use of the RIC operation in proteomics data analysis justifies exposure of RIC extraction as a primitive in the API.@(((:tag . "IN") (:stem . "while") (:form . "While") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 8) (:start . 6)\n (:id . 43))\n ((:tag . "NN") (:stem . "principle") (:form . "principle") (:end . 18)\n (:start . 9) (:id . 44))\n ((:tag . "NNS") (:stem . "ric") (:form . "RICs") (:end . 23) (:start . 19)\n (:id . 45))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 27) (:start . 24)\n (:id . 46))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 30) (:start . 28)\n (:id . 47))\n ((:tag . "VBN") (:stem . "generate") (:form . "generated") (:end . 40)\n (:start . 31) (:id . 48))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 46) (:start . 41)\n (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 50) (:start . 47)\n (:id . 50))\n ((:tag . "JJ") (:stem . "first") (:form . "first") (:end . 56) (:start . 51)\n (:id . 51))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 60) (:start . 57)\n (:id . 52))\n ((:tag . "NNS") (:stem . "call") (:form . "calls") (:end . 66) (:start . 61)\n (:id . 53))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 67) (:start . 66)\n (:id . 54))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 70) (:start . 68)\n (:id . 55))\n ((:tag . "VBP") (:stem . "believe") (:form . "believe") (:end . 78)\n (:start . 71) (:id . 56))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 83) (:start . 79)\n (:id . 57))\n ((:tag . "JJ") (:stem . "ubiquitous") (:form . "ubiquitous") (:end . 94)\n (:start . 84) (:id . 58))\n ((:tag . "NN") (:stem . "use") (:form . "use") (:end . 98) (:start . 95)\n (:id . 59))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 101) (:start . 99)\n (:id . 60))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 105) (:start . 102)\n (:id . 61))\n ((:tag . "NNP") (:stem . "RIC") (:form . "RIC") (:end . 109) (:start . 106)\n (:id . 62))\n ((:tag . "NN") (:stem . "operation") (:form . "operation") (:end . 119)\n (:start . 110) (:id . 63))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 122) (:start . 120)\n (:id . 64))\n ((:tag . "NNS") (:stem . "proteomic") (:form . "proteomics") (:end . 133)\n (:start . 123) (:id . 65))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 138)\n (:start . 134) (:id . 66))\n ((:tag . "NN") (:stem . "analysis") (:form . "analysis") (:end . 147)\n (:start . 139) (:id . 67))\n ((:tag . "VBZ") (:stem . "justify") (:form . "justifies") (:end . 157)\n (:start . 148) (:id . 68))\n ((:tag . "NN") (:stem . "exposure") (:form . "exposure") (:end . 166)\n (:start . 158) (:id . 69))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 169) (:start . 167)\n (:id . 70))\n ((:tag . "NNP") (:stem . "RIC") (:form . "RIC") (:end . 173) (:start . 170)\n (:id . 71))\n ((:tag . "NN") (:stem . "extraction") (:form . "extraction") (:end . 184)\n (:start . 174) (:id . 72))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 187) (:start . 185)\n (:id . 73))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 189) (:start . 188)\n (:id . 74))\n ((:tag . "JJ") (:stem . "primitive") (:form . "primitive") (:end . 199)\n (:start . 190) (:id . 75))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 202) (:start . 200)\n (:id . 76))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 206) (:start . 203)\n (:id . 77))\n ((:tag . "NNP") (:stem . "API") (:form . "API") (:end . 210) (:start . 207)\n (:id . 78))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 211) (:start . 210)\n (:id . 79)))@@@1@38@((:hcues ((:id . :x14.48.1) (:span 71 78)) ((:id . :x14.48.2) (:span 24 27)))\n (:hscopes ((:id . :x14.48.1) (:span 71 210))\n ((:id . :x14.48.2) (:span 19 66)))\n (:identifiers (:sid . :s14.48) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504550@unknown@formal@none@1@S@Given that RIC extraction is provided by all manufacturer libraries, this procedure represents an excellent example of efficient re-use of native data system indexing and software.@(((:tag . "VBN") (:stem . "give") (:form . "Given") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 10) (:start . 6)\n (:id . 43))\n ((:tag . "NNP") (:stem . "RIC") (:form . "RIC") (:end . 14) (:start . 11)\n (:id . 44))\n ((:tag . "NN") (:stem . "extraction") (:form . "extraction") (:end . 25)\n (:start . 15) (:id . 45))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 28) (:start . 26)\n (:id . 46))\n ((:tag . "VBN") (:stem . "provide") (:form . "provided") (:end . 37)\n (:start . 29) (:id . 47))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 40) (:start . 38)\n (:id . 48))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 44) (:start . 41)\n (:id . 49))\n ((:tag . "NN") (:stem . "manufacturer") (:form . "manufacturer") (:end . 57)\n (:start . 45) (:id . 50))\n ((:tag . "NNS") (:stem . "library") (:form . "libraries") (:end . 67)\n (:start . 58) (:id . 51))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 68) (:start . 67)\n (:id . 52))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 73) (:start . 69)\n (:id . 53))\n ((:tag . "NN") (:stem . "procedure") (:form . "procedure") (:end . 83)\n (:start . 74) (:id . 54))\n ((:tag . "VBZ") (:stem . "represent") (:form . "represents") (:end . 94)\n (:start . 84) (:id . 55))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 97) (:start . 95)\n (:id . 56))\n ((:tag . "JJ") (:stem . "excellent") (:form . "excellent") (:end . 107)\n (:start . 98) (:id . 57))\n ((:tag . "NN") (:stem . "example") (:form . "example") (:end . 115)\n (:start . 108) (:id . 58))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 118) (:start . 116)\n (:id . 59))\n ((:tag . "JJ") (:stem . "efficient") (:form . "efficient") (:end . 128)\n (:start . 119) (:id . 60))\n ((:tag . "NN") (:stem . "re-use") (:form . "re-use") (:end . 135)\n (:start . 129) (:id . 61))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 138) (:start . 136)\n (:id . 62))\n ((:tag . "JJ") (:stem . "native") (:form . "native") (:end . 145)\n (:start . 139) (:id . 63))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 150)\n (:start . 146) (:id . 64))\n ((:tag . "NN") (:stem . "system") (:form . "system") (:end . 157)\n (:start . 151) (:id . 65))\n ((:tag . "NN") (:stem . "indexing") (:form . "indexing") (:end . 166)\n (:start . 158) (:id . 66))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 170) (:start . 167)\n (:id . 67))\n ((:tag . "NN") (:stem . "software") (:form . "software") (:end . 179)\n (:start . 171) (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 180) (:start . 179)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s14.49) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504551@unknown@formal@none@1@S@We propose that a proprietary file format is considered mzAPI compliant when the manufacturer provides a freely available, and preferably redistributable, implementation of the aforementioned 5 core procedures, or an extended version that may evolve from a community-driven standardization effort.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "propose") (:form . "propose") (:end . 10)\n (:start . 3) (:id . 43))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 15) (:start . 11)\n (:id . 44))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 17) (:start . 16)\n (:id . 45))\n ((:tag . "JJ") (:stem . "proprietary") (:form . "proprietary") (:end . 29)\n (:start . 18) (:id . 46))\n ((:tag . "NN") (:stem . "file") (:form . "file") (:end . 34) (:start . 30)\n (:id . 47))\n ((:tag . "NN") (:stem . "format") (:form . "format") (:end . 41)\n (:start . 35) (:id . 48))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 44) (:start . 42)\n (:id . 49))\n ((:tag . "VBN") (:stem . "consider") (:form . "considered") (:end . 55)\n (:start . 45) (:id . 50))\n ((:tag . "NN") (:stem . "mzapi") (:form . "mzAPI") (:end . 61) (:start . 56)\n (:id . 51))\n ((:tag . "NN") (:stem . "compliant") (:form . "compliant") (:end . 71)\n (:start . 62) (:id . 52))\n ((:tag . "WRB") (:stem . "when") (:form . "when") (:end . 76) (:start . 72)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 80) (:start . 77)\n (:id . 54))\n ((:tag . "NN") (:stem . "manufacturer") (:form . "manufacturer") (:end . 93)\n (:start . 81) (:id . 55))\n ((:tag . "VBZ") (:stem . "provide") (:form . "provides") (:end . 102)\n (:start . 94) (:id . 56))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 104) (:start . 103)\n (:id . 57))\n ((:tag . "RB") (:stem . "freely") (:form . "freely") (:end . 111)\n (:start . 105) (:id . 58))\n ((:tag . "JJ") (:stem . "available") (:form . "available") (:end . 121)\n (:start . 112) (:id . 59))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 122) (:start . 121)\n (:id . 60))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 126) (:start . 123)\n (:id . 61))\n ((:tag . "RB") (:stem . "preferably") (:form . "preferably") (:end . 137)\n (:start . 127) (:id . 62))\n ((:tag . "JJ") (:stem . "redistributable") (:form . "redistributable")\n (:end . 153) (:start . 138) (:id . 63))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 154) (:start . 153)\n (:id . 64))\n ((:tag . "NN") (:stem . "implementation") (:form . "implementation")\n (:end . 169) (:start . 155) (:id . 65))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 172) (:start . 170)\n (:id . 66))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 176) (:start . 173)\n (:id . 67))\n ((:tag . "JJ") (:stem . "aforementioned") (:form . "aforementioned")\n (:end . 191) (:start . 177) (:id . 68))\n ((:tag . "CD") (:stem . "5") (:form . "5") (:end . 193) (:start . 192)\n (:id . 69))\n ((:tag . "NN") (:stem . "core") (:form . "core") (:end . 198) (:start . 194)\n (:id . 70))\n ((:tag . "NNS") (:stem . "procedure") (:form . "procedures") (:end . 209)\n (:start . 199) (:id . 71))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 210) (:start . 209)\n (:id . 72))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 213) (:start . 211)\n (:id . 73))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 216) (:start . 214)\n (:id . 74))\n ((:tag . "VBN") (:stem . "extend") (:form . "extended") (:end . 225)\n (:start . 217) (:id . 75))\n ((:tag . "NN") (:stem . "version") (:form . "version") (:end . 233)\n (:start . 226) (:id . 76))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 238) (:start . 234)\n (:id . 77))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 242) (:start . 239)\n (:id . 78))\n ((:tag . "VB") (:stem . "evolve") (:form . "evolve") (:end . 249)\n (:start . 243) (:id . 79))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 254) (:start . 250)\n (:id . 80))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 256) (:start . 255)\n (:id . 81))\n ((:tag . "JJ") (:stem . "community-driven") (:form . "community-driven")\n (:end . 273) (:start . 257) (:id . 82))\n ((:tag . "NN") (:stem . "standardization") (:form . "standardization")\n (:end . 289) (:start . 274) (:id . 83))\n ((:tag . "NN") (:stem . "effort") (:form . "effort") (:end . 296)\n (:start . 290) (:id . 84))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 297) (:start . 296)\n (:id . 85)))@@@1@44@((:hcues ((:id . :x14.50.1) (:span 239 242)) ((:id . :x14.50.2) (:span 3 10)))\n (:hscopes ((:id . :x14.50.1) (:span 239 296))\n ((:id . :x14.50.2) (:span 3 296)))\n (:identifiers (:sid . :s14.50) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504552@unknown@formal@none@1@S@For example, ThermoFisher Scientific provides a data access library for .RAW files through the MSFileReader program, freely available for download at: http://sjsupport.thermofinnigan.com/public/detail.asp?id=586 or http://blais.dfci.harvard.edu/research/mass-informatics/mzAPI/vendor-libraries/.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "example") (:form . "example") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 44))\n ((:tag . "NNP") (:stem . 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"support") (:form . "supported") (:end . 82)\n (:start . 73) (:id . 55))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 85) (:start . 83)\n (:id . 56))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 89) (:start . 86)\n (:id . 57))\n ((:tag . "NN") (:stem . "manufacturer") (:form . "manufacturer") (:end . 102)\n (:start . 90) (:id . 58))\n ((:tag . "NN") (:stem . "data") (:form . "data") (:end . 107) (:start . 103)\n (:id . 59))\n ((:tag . "NNS") (:stem . "system") (:form . "systems") (:end . 115)\n (:start . 108) (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 116) (:start . 115)\n (:id . 61)))@@@1@20@((:hcues ((:id . :x14.60.1) (:span 22 29)))\n (:hscopes ((:id . :x14.60.1) (:span 0 115)))\n (:identifiers (:sid . :s14.60) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504562@unknown@formal@none@1@S@Consequently we next sought to test the performance of mzAPI for creation of RICs directly from a .RAW file.@(((:tag . "RB") (:stem . "consequently") (:form . "Consequently") (:end . 12)\n (:start . 0) (:id . 42))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 15) (:start . 13)\n (:id . 43))\n ((:tag . "RB") (:stem . "next") (:form . "next") (:end . 20) (:start . 16)\n (:id . 44))\n ((:tag . "VBD") (:stem . "seek") (:form . "sought") (:end . 27) (:start . 21)\n (:id . 45))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 30) (:start . 28)\n (:id . 46))\n ((:tag . "VB") (:stem . "test") (:form . "test") (:end . 35) (:start . 31)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 39) (:start . 36)\n (:id . 48))\n ((:tag . "NN") (:stem . "performance") (:form . "performance") (:end . 51)\n (:start . 40) (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 54) (:start . 52)\n (:id . 50))\n ((:tag . "NN") (:stem . "mzapi") (:form . "mzAPI") (:end . 60) (:start . 55)\n (:id . 51))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 64) (:start . 61)\n (:id . 52))\n ((:tag . "NN") (:stem . "creation") (:form . "creation") (:end . 73)\n (:start . 65) (:id . 53))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 76) (:start . 74)\n (:id . 54))\n ((:tag . "NNS") (:stem . "ric") (:form . "RICs") (:end . 81) (:start . 77)\n (:id . 55))\n ((:tag . "RB") (:stem . "directly") (:form . "directly") (:end . 90)\n (:start . 82) (:id . 56))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 95) (:start . 91)\n (:id . 57))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 97) (:start . 96)\n (:id . 58))\n ((:tag . "NNP") (:stem . ".RAW") (:form . ".RAW") (:end . 102) (:start . 98)\n (:id . 59))\n ((:tag . "NN") (:stem . "file") (:form . "file") (:end . 107) (:start . 103)\n (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 108) (:start . 107)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s14.61) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504563@unknown@formal@none@1@S@As a point of comparison we generated the corresponding mzXML file (using TPP version 4.0) [12] and extracted RICs using both a graphical user interface (GUI) based browser tool (InsilicosViewer version 1.5.1) [3] as well as the Perl-based InSilicoSpectro environment (version 1.3.19) [6] and the R-based XCMS (version 1.12.1), [13] scriptable interface platforms.@(((:tag . "IN") (:stem . "as") (:form . "As") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 4) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "point") (:form . "point") (:end . 10) (:start . 5)\n (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 13) (:start . 11)\n (:id . 45))\n ((:tag . "NN") (:stem . "comparison") (:form . "comparison") (:end . 24)\n (:start . 14) (:id . 46))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 27) (:start . 25)\n (:id . 47))\n ((:tag . "VBD") (:stem . "generate") (:form . "generated") (:end . 37)\n (:start . 28) (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 41) (:start . 38)\n (:id . 49))\n ((:tag . "VBG") (:stem . "correspond") (:form . "corresponding") (:end . 55)\n (:start . 42) (:id . 50))\n ((:tag . "NN") (:stem . "mzxml") (:form . "mzXML") (:end . 61) (:start . 56)\n (:id . 51))\n ((:tag . "NN") (:stem . "file") (:form . "file") (:end . 66) (:start . 62)\n (:id . 52))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 68) (:start . 67)\n (:id . 53))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 73) (:start . 68)\n (:id . 54))\n ((:tag . "NNP") (:stem . "TPP") (:form . "TPP") (:end . 77) (:start . 74)\n (:id . 55))\n ((:tag . "NN") (:stem . "version") (:form . "version") (:end . 85)\n (:start . 78) (:id . 56))\n ((:tag . "CD") (:stem . "4.0") (:form . "4.0") (:end . 89) (:start . 86)\n (:id . 57))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 90) (:start . 89)\n (:id . 58))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 92) (:start . 91)\n (:id . 59))\n ((:tag . "CD") (:stem . "12") (:form . "12") (:end . 94) (:start . 92)\n (:id . 60))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 95) (:start . 94)\n (:id . 61))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 99) (:start . 96)\n (:id . 62))\n ((:tag . "VBN") (:stem . "extract") (:form . "extracted") (:end . 109)\n (:start . 100) (:id . 63))\n ((:tag . "NNS") (:stem . "ric") (:form . "RICs") (:end . 114) (:start . 110)\n (:id . 64))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 120) (:start . 115)\n (:id . 65))\n ((:tag . "CC") (:stem . "both") (:form . "both") (:end . 125) (:start . 121)\n (:id . 66))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 127) (:start . 126)\n (:id . 67))\n ((:tag . "JJ") (:stem . "graphical") (:form . "graphical") (:end . 137)\n (:start . 128) (:id . 68))\n ((:tag . "NN") (:stem . "user") (:form . "user") (:end . 142) (:start . 138)\n (:id . 69))\n ((:tag . "NN") (:stem . "interface") (:form . "interface") (:end . 152)\n (:start . 143) (:id . 70))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 154) (:start . 153)\n (:id . 71))\n ((:tag . "NNP") (:stem . "GUI") (:form . "GUI") (:end . 157) (:start . 154)\n (:id . 72))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 158) (:start . 157)\n (:id . 73))\n ((:tag . "JJ") (:stem . "based") (:form . "based") (:end . 164)\n (:start . 159) (:id . 74))\n ((:tag . "NN") (:stem . "browser") (:form . "browser") (:end . 172)\n (:start . 165) (:id . 75))\n ((:tag . "NN") (:stem . "tool") (:form . "tool") (:end . 177) (:start . 173)\n (:id . 76))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 179) (:start . 178)\n (:id . 77))\n ((:tag . "JJR") (:stem . "insilicosview") (:form . "InsilicosViewer")\n (:end . 194) (:start . 179) (:id . 78))\n ((:tag . "NN") (:stem . "version") (:form . "version") (:end . 202)\n (:start . 195) (:id . 79))\n ((:tag . "CD") (:stem . "1.5.1") (:form . "1.5.1") (:end . 208)\n (:start . 203) (:id . 80))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 209) (:start . 208)\n (:id . 81))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 211) (:start . 210)\n (:id . 82))\n ((:tag . "CD") (:stem . "3") (:form . "3") (:end . 212) (:start . 211)\n (:id . 83))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 213) (:start . 212)\n (:id . 84))\n ((:tag . "RB") (:stem . "as") (:form . "as") (:end . 216) (:start . 214)\n (:id . 85))\n ((:tag . "RB") (:stem . "well") (:form . "well") (:end . 221) (:start . 217)\n (:id . 86))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 224) (:start . 222)\n (:id . 87))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 228) (:start . 225)\n (:id . 88))\n ((:tag . "JJ") (:stem . "perl-based") (:form . "Perl-based") (:end . 239)\n (:start . 229) (:id . 89))\n ((:tag . "NNP") (:stem . "InSilicoSpectro") (:form . "InSilicoSpectro")\n (:end . 255) (:start . 240) (:id . 90))\n ((:tag . "NN") (:stem . "environment") (:form . "environment") (:end . 267)\n (:start . 256) (:id . 91))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 269) (:start . 268)\n (:id . 92))\n ((:tag . "NN") (:stem . "version") (:form . "version") (:end . 276)\n (:start . 269) (:id . 93))\n ((:tag . "CD") (:stem . "1.3.19") (:form . "1.3.19") (:end . 283)\n (:start . 277) (:id . 94))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 284) (:start . 283)\n (:id . 95))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 286) (:start . 285)\n (:id . 96))\n ((:tag . "CD") (:stem . "6") (:form . "6") (:end . 287) (:start . 286)\n (:id . 97))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 288) (:start . 287)\n (:id . 98))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 292) (:start . 289)\n (:id . 99))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 296) (:start . 293)\n (:id . 100))\n ((:tag . "JJ") (:stem . "r-based") (:form . "R-based") (:end . 304)\n (:start . 297) (:id . 101))\n ((:tag . "NN") (:stem . "xcms") (:form . "XCMS") (:end . 309) (:start . 305)\n (:id . 102))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 311) (:start . 310)\n (:id . 103))\n ((:tag . "NN") (:stem . "version") (:form . "version") (:end . 318)\n (:start . 311) (:id . 104))\n ((:tag . "CD") (:stem . "1.12.1") (:form . "1.12.1") (:end . 325)\n (:start . 319) (:id . 105))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 326) (:start . 325)\n (:id . 106))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 327) (:start . 326)\n (:id . 107))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 329) (:start . 328)\n (:id . 108))\n ((:tag . "CD") (:stem . "13") (:form . "13") (:end . 331) (:start . 329)\n (:id . 109))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 332) (:start . 331)\n (:id . 110))\n ((:tag . "JJ") (:stem . "scriptable") (:form . "scriptable") (:end . 343)\n (:start . 333) (:id . 111))\n ((:tag . "NN") (:stem . "interface") (:form . "interface") (:end . 353)\n (:start . 344) (:id . 112))\n ((:tag . "NNS") (:stem . "platform") (:form . "platforms") (:end . 363)\n (:start . 354) (:id . 113))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 364) (:start . 363)\n (:id . 114)))@@@1@73@((:identifiers (:sid . :s14.62) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504564@unknown@formal@none@1@S@Although the latter two are designed to access a number of third-party file formats, none of the GUI- or command-line based tools supports access to specified subsets (in chromatographic time) of the underlying data.@(((:tag . "IN") (:stem . "although") (:form . "Although") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 12) (:start . 9)\n (:id . 43))\n ((:tag . "JJ") (:stem . "latter") (:form . "latter") (:end . 19)\n (:start . 13) (:id . 44))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 23) (:start . 20)\n (:id . 45))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 27) (:start . 24)\n (:id . 46))\n ((:tag . "VBN") (:stem . "design") (:form . "designed") (:end . 36)\n (:start . 28) (:id . 47))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 39) (:start . 37)\n (:id . 48))\n ((:tag . "VB") (:stem . "access") (:form . "access") (:end . 46)\n (:start . 40) (:id . 49))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 48) (:start . 47)\n (:id . 50))\n ((:tag . "NN") (:stem . "number") (:form . "number") (:end . 55)\n (:start . 49) (:id . 51))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 58) (:start . 56)\n (:id . 52))\n ((:tag . "JJ") (:stem . "third-party") (:form . "third-party") (:end . 70)\n (:start . 59) (:id . 53))\n ((:tag . "NN") (:stem . "file") (:form . "file") (:end . 75) (:start . 71)\n (:id . 54))\n ((:tag . "NNS") (:stem . "format") (:form . "formats") (:end . 83)\n (:start . 76) (:id . 55))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 84) (:start . 83)\n (:id . 56))\n ((:tag . "NN") (:stem . "none") (:form . "none") (:end . 89) (:start . 85)\n (:id . 57))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 92) (:start . 90)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 96) (:start . 93)\n (:id . 59))\n ((:tag . "NN") (:stem . "gui-") (:form . "GUI-") (:end . 101) (:start . 97)\n (:id . 60))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 104) (:start . 102)\n (:id . 61))\n ((:tag . "NN") (:stem . "command-line") (:form . "command-line") (:end . 117)\n (:start . 105) (:id . 62))\n ((:tag . "JJ") (:stem . "based") (:form . "based") (:end . 123)\n (:start . 118) (:id . 63))\n ((:tag . "NNS") (:stem . "tool") (:form . "tools") (:end . 129)\n (:start . 124) (:id . 64))\n ((:tag . "VBZ") (:stem . "support") (:form . "supports") (:end . 138)\n (:start . 130) (:id . 65))\n ((:tag . "NN") (:stem . "access") (:form . "access") (:end . 145)\n (:start . 139) (:id . 66))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 148) (:start . 146)\n (:id . 67))\n ((:tag . "VBN") (:stem . "specify") (:form . "specified") (:end . 158)\n (:start . 149) (:id . 68))\n ((:tag . "NNS") (:stem . "subset") (:form . "subsets") (:end . 166)\n (:start . 159) (:id . 69))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 168) (:start . 167)\n (:id . 70))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 170) (:start . 168)\n (:id . 71))\n ((:tag . "JJ") (:stem . "chromatographic") (:form . "chromatographic")\n (:end . 186) (:start . 171) (:id . 72))\n ((:tag . "NN") (:stem . "time") (:form . "time") (:end . 191) (:start . 187)\n (:id . 73))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 192) (:start . 191)\n (:id . 74))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 195) (:start . 193)\n (:id . 75))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 199) (:start . 196)\n (:id . 76))\n ((:tag . "VBG") (:stem . "underlie") (:form . "underlying") (:end . 210)\n (:start . 200) (:id . 77))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 215)\n (:start . 211) (:id . 78))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 216) (:start . 215)\n (:id . 79)))@@@1@38@((:identifiers (:sid . :s14.63) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504565@unknown@formal@none@1@S@As a result we generated RICs by extraction of a specific mass-to-charge range over the full data file, or in the case of InSilicoSpectro, which had no support for RIC generation, we simply timed the opening of mzXML files.@(((:tag . "IN") (:stem . "as") (:form . "As") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 4) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "result") (:form . "result") (:end . 11) (:start . 5)\n (:id . 44))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 14) (:start . 12)\n (:id . 45))\n ((:tag . "VBD") (:stem . "generate") (:form . "generated") (:end . 24)\n (:start . 15) (:id . 46))\n ((:tag . "NNS") (:stem . "ric") (:form . "RICs") (:end . 29) (:start . 25)\n (:id . 47))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 32) (:start . 30)\n (:id . 48))\n ((:tag . "NN") (:stem . "extraction") (:form . "extraction") (:end . 43)\n (:start . 33) (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 46) (:start . 44)\n (:id . 50))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 48) (:start . 47)\n (:id . 51))\n ((:tag . "JJ") (:stem . "specific") (:form . "specific") (:end . 57)\n (:start . 49) (:id . 52))\n ((:tag . "JJ") (:stem . "mass-to-charge") (:form . "mass-to-charge")\n (:end . 72) (:start . 58) (:id . 53))\n ((:tag . "NN") (:stem . "range") (:form . "range") (:end . 78) (:start . 73)\n (:id . 54))\n ((:tag . "IN") (:stem . "over") (:form . "over") (:end . 83) (:start . 79)\n (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 87) (:start . 84)\n (:id . 56))\n ((:tag . "JJ") (:stem . "full") (:form . "full") (:end . 92) (:start . 88)\n (:id . 57))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 97) (:start . 93)\n (:id . 58))\n ((:tag . "NN") (:stem . "file") (:form . "file") (:end . 102) (:start . 98)\n (:id . 59))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 103) (:start . 102)\n (:id . 60))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 106) (:start . 104)\n (:id . 61))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 109) (:start . 107)\n (:id . 62))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 113) (:start . 110)\n (:id . 63))\n ((:tag . "NN") (:stem . "case") (:form . "case") (:end . 118) (:start . 114)\n (:id . 64))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 121) (:start . 119)\n (:id . 65))\n ((:tag . "NNP") (:stem . "InSilicoSpectro") (:form . "InSilicoSpectro")\n (:end . 137) (:start . 122) (:id . 66))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 138) (:start . 137)\n (:id . 67))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 144)\n (:start . 139) (:id . 68))\n ((:tag . "VBD") (:stem . "have") (:form . "had") (:end . 148) (:start . 145)\n (:id . 69))\n ((:tag . "DT") (:stem . "no") (:form . "no") (:end . 151) (:start . 149)\n (:id . 70))\n ((:tag . "NN") (:stem . "support") (:form . "support") (:end . 159)\n (:start . 152) (:id . 71))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 163) (:start . 160)\n (:id . 72))\n ((:tag . "NNP") (:stem . "RIC") (:form . "RIC") (:end . 167) (:start . 164)\n (:id . 73))\n ((:tag . "NN") (:stem . "generation") (:form . "generation") (:end . 178)\n (:start . 168) (:id . 74))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 179) (:start . 178)\n (:id . 75))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 182) (:start . 180)\n (:id . 76))\n ((:tag . "RB") (:stem . "simply") (:form . "simply") (:end . 189)\n (:start . 183) (:id . 77))\n ((:tag . "VBD") (:stem . "time") (:form . "timed") (:end . 195)\n (:start . 190) (:id . 78))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 199) (:start . 196)\n (:id . 79))\n ((:tag . "NN") (:stem . "opening") (:form . "opening") (:end . 207)\n (:start . 200) (:id . 80))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 210) (:start . 208)\n (:id . 81))\n ((:tag . "NN") (:stem . "mzxml") (:form . "mzXML") (:end . 216)\n (:start . 211) (:id . 82))\n ((:tag . "NNS") (:stem . "file") (:form . "files") (:end . 222)\n (:start . 217) (:id . 83))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 223) (:start . 222)\n (:id . 84)))@@@1@43@((:identifiers (:sid . :s14.64) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504566@unknown@formal@none@1@S@While the mzXML schema includes a scan index that provides for random access to scans at speeds competitive with, or exceeding, proprietary data system (in this case ThermoFisher Xcalibur) [9], Table 1 shows that generation of specific data slices, or in this case RICs, is 5- to 10-fold faster when leveraging the underlying manufacturer's API compared to GUI or command line based access to mzXML (scripts used for all timings included in Additional File 1).@(((:tag . "IN") (:stem . "while") (:form . "While") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 9) (:start . 6)\n (:id . 43))\n ((:tag . "NN") (:stem . "mzxml") (:form . "mzXML") (:end . 15) (:start . 10)\n (:id . 44))\n ((:tag . "NN") (:stem . 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"implementation") (:form . "implementation")\n (:end . 48) (:start . 34) (:id . 47))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 49) (:start . 48)\n (:id . 48))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 53) (:start . 50)\n (:id . 49))\n ((:tag . "VBN") (:stem . "associate") (:form . "associated") (:end . 64)\n (:start . 54) (:id . 50))\n ((:tag . "NN") (:stem . "code") (:form . "code") (:end . 69) (:start . 65)\n (:id . 51))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 73) (:start . 70)\n (:id . 52))\n ((:tag . "NNS") (:stem . "script") (:form . "scripts") (:end . 81)\n (:start . 74) (:id . 53))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 85) (:start . 82)\n (:id . 54))\n ((:tag . "JJ") (:stem . "available") (:form . "available") (:end . 95)\n (:start . 86) (:id . 55))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 99) (:start . 96)\n (:id . 56))\n ((:tag . "NN") (:stem . "download") (:form . 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"following") (:end . 16)\n (:start . 7) (:id . 44))\n ((:tag . "NNS") (:stem . "section") (:form . "sections") (:end . 25)\n (:start . 17) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 26) (:start . 25)\n (:id . 46))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 29) (:start . 27)\n (:id . 47))\n ((:tag . "VBP") (:stem . "provide") (:form . "provide") (:end . 37)\n (:start . 30) (:id . 48))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 39) (:start . 38)\n (:id . 49))\n ((:tag . "JJ") (:stem . "detailed") (:form . "detailed") (:end . 48)\n (:start . 40) (:id . 50))\n ((:tag . "NN") (:stem . "description") (:form . "description") (:end . 60)\n (:start . 49) (:id . 51))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 63) (:start . 61)\n (:id . 52))\n ((:tag . "NN") (:stem . "core") (:form . "core") (:end . 68) (:start . 64)\n (:id . 53))\n ((:tag . "JJ") (:stem . "multiplierz") (:form . "multiplierz") (:end . 80)\n (:start . 69) (:id . 54))\n ((:tag . "NNS") (:stem . "capability") (:form . "capabilities") (:end . 93)\n (:start . 81) (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 94) (:start . 93)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s14.70) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504572@unknown@formal@none@1@S@A Common API and Desktop Environment for Mass Spectrometry Data Analysis.@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "Common") (:form . "Common") (:end . 8) (:start . 2)\n (:id . 43))\n ((:tag . "NNP") (:stem . "API") (:form . "API") (:end . 12) (:start . 9)\n (:id . 44))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 16) (:start . 13)\n (:id . 45))\n ((:tag . "NNP") (:stem . "Desktop") (:form . "Desktop") (:end . 24)\n (:start . 17) (:id . 46))\n ((:tag . "NNP") (:stem . "Environment") (:form . "Environment") (:end . 36)\n (:start . 25) (:id . 47))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 40) (:start . 37)\n (:id . 48))\n ((:tag . "NNP") (:stem . "Mass") (:form . "Mass") (:end . 45) (:start . 41)\n (:id . 49))\n ((:tag . "NNP") (:stem . "Spectrometry") (:form . "Spectrometry") (:end . 58)\n (:start . 46) (:id . 50))\n ((:tag . "NNP") (:stem . "Data") (:form . "Data") (:end . 63) (:start . 59)\n (:id . 51))\n ((:tag . "NNP") (:stem . "Analysis") (:form . "Analysis") (:end . 72)\n (:start . 64) (:id . 52))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 73) (:start . 72)\n (:id . 53)))@@@1@12@((:identifiers (:sid . :s14.71) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504573@unknown@formal@none@1@S@The multiplierz environment provides a central point for user interaction with proprietary data files (via mzAPI), protein/peptide identification algorithms, publicly available annotation databases, and commercial reporting and spreadsheet tools.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "multiplierz") (:form . "multiplierz") (:end . 15)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "environment") (:form . "environment") (:end . 27)\n (:start . 16) (:id . 44))\n ((:tag . "VBZ") (:stem . "provide") (:form . "provides") (:end . 36)\n (:start . 28) (:id . 45))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 38) (:start . 37)\n (:id . 46))\n ((:tag . "JJ") (:stem . "central") (:form . "central") (:end . 46)\n (:start . 39) (:id . 47))\n ((:tag . "NN") (:stem . "point") (:form . "point") (:end . 52) (:start . 47)\n (:id . 48))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 56) (:start . 53)\n (:id . 49))\n ((:tag . "JJR") (:stem . "us") (:form . "user") (:end . 61) (:start . 57)\n (:id . 50))\n ((:tag . "NN") (:stem . "interaction") (:form . "interaction") (:end . 73)\n (:start . 62) (:id . 51))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 78) (:start . 74)\n (:id . 52))\n ((:tag . "JJ") (:stem . "proprietary") (:form . "proprietary") (:end . 90)\n (:start . 79) (:id . 53))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 95) (:start . 91)\n (:id . 54))\n ((:tag . "NNS") (:stem . "file") (:form . "files") (:end . 101) (:start . 96)\n (:id . 55))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 103) (:start . 102)\n (:id . 56))\n ((:tag . "IN") (:stem . "via") (:form . 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"annotation") (:end . 187)\n (:start . 177) (:id . 67))\n ((:tag . "NNS") (:stem . "database") (:form . "databases") (:end . 197)\n (:start . 188) (:id . 68))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 198) (:start . 197)\n (:id . 69))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 202) (:start . 199)\n (:id . 70))\n ((:tag . "JJ") (:stem . "commercial") (:form . "commercial") (:end . 213)\n (:start . 203) (:id . 71))\n ((:tag . "NN") (:stem . "reporting") (:form . "reporting") (:end . 223)\n (:start . 214) (:id . 72))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 227) (:start . 224)\n (:id . 73))\n ((:tag . "NN") (:stem . "spreadsheet") (:form . "spreadsheet") (:end . 239)\n (:start . 228) (:id . 74))\n ((:tag . "NNS") (:stem . "tool") (:form . "tools") (:end . 245)\n (:start . 240) (:id . 75))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 246) (:start . 245)\n (:id . 76)))@@@1@35@((:identifiers (:sid . :s14.72) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504574@unknown@formal@none@1@S@Our proposal calls for manufacturers to provide a minimal set of libraries for access to their native data files.@(((:tag . "PRP$") (:stem . "our") (:form . "Our") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "proposal") (:form . "proposal") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "VBZ") (:stem . "call") (:form . "calls") (:end . 18) (:start . 13)\n (:id . 44))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 22) (:start . 19)\n (:id . 45))\n ((:tag . "NNS") (:stem . "manufacturer") (:form . "manufacturers")\n (:end . 36) (:start . 23) (:id . 46))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 39) (:start . 37)\n (:id . 47))\n ((:tag . "VB") (:stem . "provide") (:form . "provide") (:end . 47)\n (:start . 40) (:id . 48))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 49) (:start . 48)\n (:id . 49))\n ((:tag . "JJ") (:stem . "minimal") (:form . "minimal") (:end . 57)\n (:start . 50) (:id . 50))\n ((:tag . "NN") (:stem . "set") (:form . "set") (:end . 61) (:start . 58)\n (:id . 51))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 64) (:start . 62)\n (:id . 52))\n ((:tag . "NNS") (:stem . "library") (:form . "libraries") (:end . 74)\n (:start . 65) (:id . 53))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 78) (:start . 75)\n (:id . 54))\n ((:tag . "NN") (:stem . "access") (:form . "access") (:end . 85)\n (:start . 79) (:id . 55))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 88) (:start . 86)\n (:id . 56))\n ((:tag . "PRP$") (:stem . "their") (:form . "their") (:end . 94)\n (:start . 89) (:id . 57))\n ((:tag . "JJ") (:stem . "native") (:form . "native") (:end . 101)\n (:start . 95) (:id . 58))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 106)\n (:start . 102) (:id . 59))\n ((:tag . "NNS") (:stem . "file") (:form . "files") (:end . 112)\n (:start . 107) (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 113) (:start . 112)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s14.73) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504575@unknown@formal@none@1@S@Ad hoc data analysis tasks are supported through multiplierz scripting capability, including programmatic access for integration into data analytic pipelines.@(((:tag . "NNP") (:stem . "Ad") (:form . "Ad") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "hoc") (:form . "hoc") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "data") (:form . "data") (:end . 11) (:start . 7)\n (:id . 44))\n ((:tag . "NN") (:stem . "analysis") (:form . "analysis") (:end . 20)\n (:start . 12) (:id . 45))\n ((:tag . "NNS") (:stem . "task") (:form . "tasks") (:end . 26) (:start . 21)\n (:id . 46))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 30) (:start . 27)\n (:id . 47))\n ((:tag . "VBN") (:stem . "support") (:form . "supported") (:end . 40)\n (:start . 31) (:id . 48))\n ((:tag . "IN") (:stem . "through") (:form . "through") (:end . 48)\n (:start . 41) (:id . 49))\n ((:tag . "JJ") (:stem . "multiplierz") (:form . "multiplierz") (:end . 60)\n (:start . 49) (:id . 50))\n ((:tag . "VBG") (:stem . "scripte") (:form . "scripting") (:end . 70)\n (:start . 61) (:id . 51))\n ((:tag . "NN") (:stem . "capability") (:form . "capability") (:end . 81)\n (:start . 71) (:id . 52))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 82) (:start . 81)\n (:id . 53))\n ((:tag . "VBG") (:stem . "include") (:form . "including") (:end . 92)\n (:start . 83) (:id . 54))\n ((:tag . "JJ") (:stem . "programmatic") (:form . "programmatic") (:end . 105)\n (:start . 93) (:id . 55))\n ((:tag . "NN") (:stem . "access") (:form . "access") (:end . 112)\n (:start . 106) (:id . 56))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 116) (:start . 113)\n (:id . 57))\n ((:tag . "NN") (:stem . "integration") (:form . "integration") (:end . 128)\n (:start . 117) (:id . 58))\n ((:tag . "IN") (:stem . "into") (:form . "into") (:end . 133) (:start . 129)\n (:id . 59))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 138)\n (:start . 134) (:id . 60))\n ((:tag . "JJ") (:stem . "analytic") (:form . "analytic") (:end . 147)\n (:start . 139) (:id . 61))\n ((:tag . "NNS") (:stem . "pipeline") (:form . "pipelines") (:end . 157)\n (:start . 148) (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 158) (:start . 157)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s14.74) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504576@unknown@formal@none@1@S@Regardless of final experimental goals, peptide identification is often the first or default operation performed subsequent to LC-MS data acquisition.@(((:tag . "RB") (:stem . "regardless") (:form . "Regardless") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 13) (:start . 11)\n (:id . 43))\n ((:tag . "JJ") (:stem . "final") (:form . "final") (:end . 19) (:start . 14)\n (:id . 44))\n ((:tag . "JJ") (:stem . "experimental") (:form . "experimental") (:end . 32)\n (:start . 20) (:id . 45))\n ((:tag . "NNS") (:stem . "goal") (:form . "goals") (:end . 38) (:start . 33)\n (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 39) (:start . 38)\n (:id . 47))\n ((:tag . "NN") (:stem . "peptide") (:form . "peptide") (:end . 47)\n (:start . 40) (:id . 48))\n ((:tag . "NN") (:stem . "identification") (:form . "identification")\n (:end . 62) (:start . 48) (:id . 49))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 65) (:start . 63)\n (:id . 50))\n ((:tag . "RB") (:stem . "often") (:form . "often") (:end . 71) (:start . 66)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 75) (:start . 72)\n (:id . 52))\n ((:tag . "JJ") (:stem . "first") (:form . "first") (:end . 81) (:start . 76)\n (:id . 53))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 84) (:start . 82)\n (:id . 54))\n ((:tag . "NN") (:stem . "default") (:form . "default") (:end . 92)\n (:start . 85) (:id . 55))\n ((:tag . "NN") (:stem . "operation") (:form . "operation") (:end . 102)\n (:start . 93) (:id . 56))\n ((:tag . "VBD") (:stem . "perform") (:form . "performed") (:end . 112)\n (:start . 103) (:id . 57))\n ((:tag . "JJ") (:stem . "subsequent") (:form . "subsequent") (:end . 123)\n (:start . 113) (:id . 58))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 126) (:start . 124)\n (:id . 59))\n ((:tag . "JJ") (:stem . "lc-ms") (:form . "LC-MS") (:end . 132)\n (:start . 127) (:id . 60))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 137)\n (:start . 133) (:id . 61))\n ((:tag . "NN") (:stem . "acquisition") (:form . "acquisition") (:end . 149)\n (:start . 138) (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 150) (:start . 149)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s14.75) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504577@unknown@formal@none@1@S@We designed multiplierz to serve as a user-friendly, desktop tool for interaction with proteomics database search engines; consistent with our zero-infrastructure philosophy, X!Tandem [14] is fully integrated into the multiplierz installation package.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "design") (:form . "designed") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . "JJ") (:stem . "multiplierz") (:form . "multiplierz") (:end . 23)\n (:start . 12) (:id . 44))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 26) (:start . 24)\n (:id . 45))\n ((:tag . "VB") (:stem . "serve") (:form . "serve") (:end . 32) (:start . 27)\n (:id . 46))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 35) (:start . 33)\n (:id . 47))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 37) (:start . 36)\n (:id . 48))\n ((:tag . "JJ") (:stem . "user-friendly") (:form . "user-friendly")\n (:end . 51) (:start . 38) (:id . 49))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 52) (:start . 51)\n (:id . 50))\n ((:tag . "JJ") (:stem . "desktop") (:form . "desktop") (:end . 60)\n (:start . 53) (:id . 51))\n ((:tag . "NN") (:stem . "tool") (:form . 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"with") (:end . 138) (:start . 134)\n (:id . 62))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 142) (:start . 139)\n (:id . 63))\n ((:tag . "NN") (:stem . "zero-infrastructure")\n (:form . "zero-infrastructure") (:end . 162) (:start . 143) (:id . 64))\n ((:tag . "NN") (:stem . "philosophy") (:form . "philosophy") (:end . 173)\n (:start . 163) (:id . 65))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 174) (:start . 173)\n (:id . 66))\n ((:tag . "NNP") (:stem . "X!Tandem") (:form . "X!Tandem") (:end . 183)\n (:start . 175) (:id . 67))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 185) (:start . 184)\n (:id . 68))\n ((:tag . "CD") (:stem . "14") (:form . "14") (:end . 187) (:start . 185)\n (:id . 69))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 188) (:start . 187)\n (:id . 70))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 191) (:start . 189)\n (:id . 71))\n ((:tag . "RB") (:stem . "fully") (:form . "fully") (:end . 197)\n (:start . 192) (:id . 72))\n ((:tag . "VBN") (:stem . "integrate") (:form . "integrated") (:end . 208)\n (:start . 198) (:id . 73))\n ((:tag . "IN") (:stem . "into") (:form . "into") (:end . 213) (:start . 209)\n (:id . 74))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 217) (:start . 214)\n (:id . 75))\n ((:tag . "JJ") (:stem . "multiplierz") (:form . "multiplierz") (:end . 229)\n (:start . 218) (:id . 76))\n ((:tag . "NN") (:stem . "installation") (:form . "installation") (:end . 242)\n (:start . 230) (:id . 77))\n ((:tag . "NN") (:stem . "package") (:form . "package") (:end . 250)\n (:start . 243) (:id . 78))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 251) (:start . 250)\n (:id . 79)))@@@1@38@((:identifiers (:sid . :s14.76) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504578@unknown@formal@none@1@S@Similarly we include support for automated retrieval of Mascot search results.@(((:tag . "RB") (:stem . "similarly") (:form . "Similarly") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 12) (:start . 10)\n (:id . 43))\n ((:tag . "VBP") (:stem . "include") (:form . "include") (:end . 20)\n (:start . 13) (:id . 44))\n ((:tag . "NN") (:stem . "support") (:form . "support") (:end . 28)\n (:start . 21) (:id . 45))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 32) (:start . 29)\n (:id . 46))\n ((:tag . "VBN") (:stem . "automate") (:form . "automated") (:end . 42)\n (:start . 33) (:id . 47))\n ((:tag . "NN") (:stem . "retrieval") (:form . "retrieval") (:end . 52)\n (:start . 43) (:id . 48))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 55) (:start . 53)\n (:id . 49))\n ((:tag . "NNP") (:stem . "Mascot") (:form . "Mascot") (:end . 62)\n (:start . 56) (:id . 50))\n ((:tag . "NN") (:stem . "search") (:form . "search") (:end . 69)\n (:start . 63) (:id . 51))\n ((:tag . "NNS") (:stem . "result") (:form . "results") (:end . 77)\n (:start . 70) (:id . 52))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 78) (:start . 77)\n (:id . 53)))@@@1@12@((:identifiers (:sid . :s14.77) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504579@unknown@formal@none@1@S@In this case, the URL for a particular search is easily and unambiguously accessed using the Mascot job ID (after completion of the search, the Mascot ID is both on the search submission page and in the Mascot Daemon).@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "case") (:form . "case") (:end . 12) (:start . 8)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 13) (:start . 12)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 17) (:start . 14)\n (:id . 46))\n ((:tag . "NN") (:stem . "url") (:form . "URL") (:end . 21) (:start . 18)\n (:id . 47))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 25) (:start . 22)\n (:id . 48))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 27) (:start . 26)\n (:id . 49))\n ((:tag . "JJ") (:stem . "particular") (:form . "particular") (:end . 38)\n (:start . 28) (:id . 50))\n ((:tag . "NN") (:stem . "search") (:form . "search") (:end . 45)\n (:start . 39) (:id . 51))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 48) (:start . 46)\n (:id . 52))\n ((:tag . "RB") (:stem . "easily") (:form . "easily") (:end . 55)\n (:start . 49) (:id . 53))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 59) (:start . 56)\n (:id . 54))\n ((:tag . "RB") (:stem . "unambiguously") (:form . "unambiguously")\n (:end . 73) (:start . 60) (:id . 55))\n ((:tag . "VBN") (:stem . "access") (:form . "accessed") (:end . 82)\n (:start . 74) (:id . 56))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 88) (:start . 83)\n (:id . 57))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 92) (:start . 89)\n (:id . 58))\n ((:tag . "NNP") (:stem . "Mascot") (:form . "Mascot") (:end . 99)\n (:start . 93) (:id . 59))\n ((:tag . "NN") (:stem . "job") (:form . "job") (:end . 103) (:start . 100)\n (:id . 60))\n ((:tag . "NN") (:stem . "id") (:form . "ID") (:end . 106) (:start . 104)\n (:id . 61))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 108) (:start . 107)\n (:id . 62))\n ((:tag . "IN") (:stem . "after") (:form . "after") (:end . 113)\n (:start . 108) (:id . 63))\n ((:tag . "NN") (:stem . "completion") (:form . "completion") (:end . 124)\n (:start . 114) (:id . 64))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 127) (:start . 125)\n (:id . 65))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 131) (:start . 128)\n (:id . 66))\n ((:tag . "NN") (:stem . "search") (:form . "search") (:end . 138)\n (:start . 132) (:id . 67))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 139) (:start . 138)\n (:id . 68))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 143) (:start . 140)\n (:id . 69))\n ((:tag . "NNP") (:stem . "Mascot") (:form . "Mascot") (:end . 150)\n (:start . 144) (:id . 70))\n ((:tag . "NNP") (:stem . "ID") (:form . "ID") (:end . 153) (:start . 151)\n (:id . 71))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 156) (:start . 154)\n (:id . 72))\n ((:tag . "DT") (:stem . "both") (:form . "both") (:end . 161) (:start . 157)\n (:id . 73))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 164) (:start . 162)\n (:id . 74))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 168) (:start . 165)\n (:id . 75))\n ((:tag . "NN") (:stem . "search") (:form . "search") (:end . 175)\n (:start . 169) (:id . 76))\n ((:tag . "NN") (:stem . "submission") (:form . "submission") (:end . 186)\n (:start . 176) (:id . 77))\n ((:tag . "NN") (:stem . "page") (:form . "page") (:end . 191) (:start . 187)\n (:id . 78))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 195) (:start . 192)\n (:id . 79))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 198) (:start . 196)\n (:id . 80))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 202) (:start . 199)\n (:id . 81))\n ((:tag . "NNP") (:stem . "Mascot") (:form . "Mascot") (:end . 209)\n (:start . 203) (:id . 82))\n ((:tag . "NNP") (:stem . "Daemon") (:form . "Daemon") (:end . 216)\n (:start . 210) (:id . 83))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 217) (:start . 216)\n (:id . 84))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 218) (:start . 217)\n (:id . 85)))@@@1@44@((:identifiers (:sid . :s14.78) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504580@unknown@formal@none@1@S@The multiplierz module for downloading Mascot search results also allows input for Mascot-specific export options such as "Require Bold Red" and "Maximum Number of Protein hits."@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "multiplierz") (:form . "multiplierz") (:end . 15)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "module") (:form . "module") (:end . 22)\n (:start . 16) (:id . 44))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 26) (:start . 23)\n (:id . 45))\n ((:tag . "VBG") (:stem . "downloade") (:form . "downloading") (:end . 38)\n (:start . 27) (:id . 46))\n ((:tag . "NNP") (:stem . "Mascot") (:form . "Mascot") (:end . 45)\n (:start . 39) (:id . 47))\n ((:tag . "NN") (:stem . "search") (:form . "search") (:end . 52)\n (:start . 46) (:id . 48))\n ((:tag . "NNS") (:stem . "result") (:form . "results") (:end . 60)\n (:start . 53) (:id . 49))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 65) (:start . 61)\n (:id . 50))\n ((:tag . "VBZ") (:stem . "allow") (:form . "allows") (:end . 72)\n (:start . 66) (:id . 51))\n ((:tag . "NN") (:stem . "input") (:form . "input") (:end . 78) (:start . 73)\n (:id . 52))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 82) (:start . 79)\n (:id . 53))\n ((:tag . "JJ") (:stem . "mascot-specific") (:form . "Mascot-specific")\n (:end . 98) (:start . 83) (:id . 54))\n ((:tag . "NN") (:stem . "export") (:form . "export") (:end . 105)\n (:start . 99) (:id . 55))\n ((:tag . "NNS") (:stem . "option") (:form . "options") (:end . 113)\n (:start . 106) (:id . 56))\n ((:tag . "JJ") (:stem . "such") (:form . "such") (:end . 118) (:start . 114)\n (:id . 57))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 121) (:start . 119)\n (:id . 58))\n ((:tag . "``") (:stem . "``") (:form . "“") (:end . 123) (:start . 122)\n (:id . 59))\n ((:tag . "NNP") (:stem . "Require") (:form . "Require") (:end . 130)\n (:start . 123) (:id . 60))\n ((:tag . "NNP") (:stem . "Bold") (:form . "Bold") (:end . 135) (:start . 131)\n (:id . 61))\n ((:tag . "NNP") (:stem . "Red") (:form . "Red") (:end . 139) (:start . 136)\n (:id . 62))\n ((:tag . "''") (:stem . "''") (:form . "”") (:end . 140) (:start . 139)\n (:id . 63))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 144) (:start . 141)\n (:id . 64))\n ((:tag . "``") (:stem . "``") (:form . "“") (:end . 146) (:start . 145)\n (:id . 65))\n ((:tag . "NNP") (:stem . "Maximum") (:form . "Maximum") (:end . 153)\n (:start . 146) (:id . 66))\n ((:tag . "NNP") (:stem . "Number") (:form . "Number") (:end . 160)\n (:start . 154) (:id . 67))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 163) (:start . 161)\n (:id . 68))\n ((:tag . "NNP") (:stem . "Protein") (:form . "Protein") (:end . 171)\n (:start . 164) (:id . 69))\n ((:tag . "NNS") (:stem . "hit") (:form . "hits") (:end . 176) (:start . 172)\n (:id . 70))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 177) (:start . 176)\n (:id . 71))\n ((:tag . "''") (:stem . "''") (:form . "”") (:end . 178) (:start . 177)\n (:id . 72)))@@@1@31@((:identifiers (:sid . :s14.79) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504581@unknown@formal@none@1@S@Multiple search results are specified using either a comma- or dash-separated list of Mascot Job IDs (e.g., 6556, 5878, 5120-5125).@(((:tag . "JJ") (:stem . "multiple") (:form . "Multiple") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "search") (:form . "search") (:end . 15) (:start . 9)\n (:id . 43))\n ((:tag . "NNS") (:stem . "result") (:form . "results") (:end . 23)\n (:start . 16) (:id . 44))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 27) (:start . 24)\n (:id . 45))\n ((:tag . "VBN") (:stem . "specify") (:form . "specified") (:end . 37)\n (:start . 28) (:id . 46))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 43) (:start . 38)\n (:id . 47))\n ((:tag . "CC") (:stem . "either") (:form . "either") (:end . 50)\n (:start . 44) (:id . 48))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 52) (:start . 51)\n (:id . 49))\n ((:tag . "JJ") (:stem . "comma-") (:form . "comma-") (:end . 59)\n (:start . 53) (:id . 50))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 62) (:start . 60)\n (:id . 51))\n ((:tag . "JJ") (:stem . "dash-separated") (:form . "dash-separated")\n (:end . 77) (:start . 63) (:id . 52))\n ((:tag . "NN") (:stem . "list") (:form . "list") (:end . 82) (:start . 78)\n (:id . 53))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 85) (:start . 83)\n (:id . 54))\n ((:tag . "NNP") (:stem . "Mascot") (:form . "Mascot") (:end . 92)\n (:start . 86) (:id . 55))\n ((:tag . "NNP") (:stem . "Job") (:form . "Job") (:end . 96) (:start . 93)\n (:id . 56))\n ((:tag . "NNP") (:stem . "IDs") (:form . "IDs") (:end . 100) (:start . 97)\n (:id . 57))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 102) (:start . 101)\n (:id . 58))\n ((:tag . "FW") (:stem . "e.g.") (:form . "e.g.") (:end . 106) (:start . 102)\n (:id . 59))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 107) (:start . 106)\n (:id . 60))\n ((:tag . "CD") (:stem . "6556") (:form . "6556") (:end . 112) (:start . 108)\n (:id . 61))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 113) (:start . 112)\n (:id . 62))\n ((:tag . "CD") (:stem . "5878") (:form . "5878") (:end . 118) (:start . 114)\n (:id . 63))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 119) (:start . 118)\n (:id . 64))\n ((:tag . "CD") (:stem . "5120-5125") (:form . "5120-5125") (:end . 129)\n (:start . 120) (:id . 65))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 130) (:start . 129)\n (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 131) (:start . 130)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s14.80) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504582@unknown@formal@none@1@S@Users can optionally include Mascot MS/MS fragment annotation images (that are displayed in multiple Mascot report web pages) and embed them within a singular multiplierz report; thus multiplierz provides users with comprehensive Mascot information, including images, in a convenient and portable report (described below).@(((:tag . "NNS") (:stem . "user") (:form . "Users") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 9) (:start . 6)\n (:id . 43))\n ((:tag . "RB") (:stem . "optionally") (:form . "optionally") (:end . 20)\n (:start . 10) (:id . 44))\n ((:tag . "VB") (:stem . "include") (:form . "include") (:end . 28)\n (:start . 21) (:id . 45))\n ((:tag . "NNP") (:stem . "Mascot") (:form . "Mascot") (:end . 35)\n (:start . 29) (:id . 46))\n ((:tag . "NNP") (:stem . "MS/MS") (:form . "MS/MS") (:end . 41) (:start . 36)\n (:id . 47))\n ((:tag . "NN") (:stem . "fragment") (:form . "fragment") (:end . 50)\n (:start . 42) (:id . 48))\n ((:tag . "NN") (:stem . "annotation") (:form . "annotation") (:end . 61)\n (:start . 51) (:id . 49))\n ((:tag . "NNS") (:stem . "image") (:form . "images") (:end . 68)\n (:start . 62) (:id . 50))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 70) (:start . 69)\n (:id . 51))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 74) (:start . 70)\n (:id . 52))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 78) (:start . 75)\n (:id . 53))\n ((:tag . "VBN") (:stem . "display") (:form . "displayed") (:end . 88)\n (:start . 79) (:id . 54))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 91) (:start . 89)\n (:id . 55))\n ((:tag . "JJ") (:stem . "multiple") (:form . "multiple") (:end . 100)\n (:start . 92) (:id . 56))\n ((:tag . "NNP") (:stem . "Mascot") (:form . "Mascot") (:end . 107)\n (:start . 101) (:id . 57))\n ((:tag . "NN") (:stem . "report") (:form . "report") (:end . 114)\n (:start . 108) (:id . 58))\n ((:tag . "NN") (:stem . "web") (:form . "web") (:end . 118) (:start . 115)\n (:id . 59))\n ((:tag . "NNS") (:stem . "page") (:form . "pages") (:end . 124)\n (:start . 119) (:id . 60))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 125) (:start . 124)\n (:id . 61))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 129) (:start . 126)\n (:id . 62))\n ((:tag . "VBD") (:stem . "embed") (:form . "embed") (:end . 135)\n (:start . 130) (:id . 63))\n ((:tag . "PRP") (:stem . "them") (:form . "them") (:end . 140) (:start . 136)\n (:id . 64))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 147)\n (:start . 141) (:id . 65))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 149) (:start . 148)\n (:id . 66))\n ((:tag . "JJ") (:stem . "singular") (:form . "singular") (:end . 158)\n (:start . 150) (:id . 67))\n ((:tag . "JJ") (:stem . "multiplierz") (:form . "multiplierz") (:end . 170)\n (:start . 159) (:id . 68))\n ((:tag . "NN") (:stem . "report") (:form . "report") (:end . 177)\n (:start . 171) (:id . 69))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 178) (:start . 177)\n (:id . 70))\n ((:tag . "RB") (:stem . "thus") (:form . "thus") (:end . 183) (:start . 179)\n (:id . 71))\n ((:tag . "JJ") (:stem . "multiplierz") (:form . "multiplierz") (:end . 195)\n (:start . 184) (:id . 72))\n ((:tag . "VBZ") (:stem . "provide") (:form . "provides") (:end . 204)\n (:start . 196) (:id . 73))\n ((:tag . "NNS") (:stem . "user") (:form . "users") (:end . 210)\n (:start . 205) (:id . 74))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 215) (:start . 211)\n (:id . 75))\n ((:tag . "JJ") (:stem . "comprehensive") (:form . "comprehensive")\n (:end . 229) (:start . 216) (:id . 76))\n ((:tag . "NNP") (:stem . "Mascot") (:form . "Mascot") (:end . 236)\n (:start . 230) (:id . 77))\n ((:tag . "NN") (:stem . "information") (:form . "information") (:end . 248)\n (:start . 237) (:id . 78))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 249) (:start . 248)\n (:id . 79))\n ((:tag . "VBG") (:stem . "include") (:form . "including") (:end . 259)\n (:start . 250) (:id . 80))\n ((:tag . "NNS") (:stem . "image") (:form . "images") (:end . 266)\n (:start . 260) (:id . 81))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 267) (:start . 266)\n (:id . 82))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 270) (:start . 268)\n (:id . 83))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 272) (:start . 271)\n (:id . 84))\n ((:tag . "JJ") (:stem . "convenient") (:form . "convenient") (:end . 283)\n (:start . 273) (:id . 85))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 287) (:start . 284)\n (:id . 86))\n ((:tag . "JJ") (:stem . "portable") (:form . "portable") (:end . 296)\n (:start . 288) (:id . 87))\n ((:tag . "NN") (:stem . "report") (:form . "report") (:end . 303)\n (:start . 297) (:id . 88))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 305) (:start . 304)\n (:id . 89))\n ((:tag . "VBN") (:stem . "describe") (:form . "described") (:end . 314)\n (:start . 305) (:id . 90))\n ((:tag . "IN") (:stem . "below") (:form . "below") (:end . 320)\n (:start . 315) (:id . 91))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 321) (:start . 320)\n (:id . 92))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 322) (:start . 321)\n (:id . 93)))@@@1@52@((:identifiers (:sid . :s14.81) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504583@unknown@formal@none@1@S@Importantly, none of the above tasks require server level administrative privileges.@(((:tag . "RB") (:stem . "importantly") (:form . "Importantly") (:end . 11)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 43))\n ((:tag . "NN") (:stem . "none") (:form . "none") (:end . 17) (:start . 13)\n (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 20) (:start . 18)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 24) (:start . 21)\n (:id . 46))\n ((:tag . "JJ") (:stem . "above") (:form . "above") (:end . 30) (:start . 25)\n (:id . 47))\n ((:tag . "NNS") (:stem . "task") (:form . "tasks") (:end . 36) (:start . 31)\n (:id . 48))\n ((:tag . "VBP") (:stem . "require") (:form . "require") (:end . 44)\n (:start . 37) (:id . 49))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 51)\n (:start . 45) (:id . 50))\n ((:tag . "NN") (:stem . "level") (:form . "level") (:end . 57) (:start . 52)\n (:id . 51))\n ((:tag . "JJ") (:stem . "administrative") (:form . "administrative")\n (:end . 72) (:start . 58) (:id . 52))\n ((:tag . "NNS") (:stem . "privilege") (:form . "privileges") (:end . 83)\n (:start . 73) (:id . 53))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 84) (:start . 83)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s14.82) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504584@unknown@formal@none@1@S@For example, query of MS/MS peak annotations typically requires logon credentials within the web browser.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "example") (:form . 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(:end . 109) (:start . 108)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s14.97) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504599@unknown@formal@none@1@S@Consistent with our underlying motivation to combine open-source and commercial software where appropriate, we opted to export multiplierz results into Microsoft Excel.@(((:tag . "JJ") (:stem . "consistent") (:form . "Consistent") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 15) (:start . 11)\n (:id . 43))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 19) (:start . 16)\n (:id . 44))\n ((:tag . "VBG") (:stem . "underlie") (:form . "underlying") (:end . 30)\n (:start . 20) (:id . 45))\n ((:tag . "NN") (:stem . "motivation") (:form . "motivation") (:end . 41)\n (:start . 31) (:id . 46))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 44) (:start . 42)\n (:id . 47))\n ((:tag . "VB") (:stem . 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(:end . 244) (:start . 243)\n (:id . 85)))@@@1@44@((:hcues ((:id . :x14.99.1) (:span 149 152)))\n (:hscopes ((:id . :x14.99.1) (:span 149 238)))\n (:identifiers (:sid . :s14.99) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504601@unknown@formal@none@1@S@Moreover, we note that the tendency towards analysis of increasingly complex mixtures along with continued efforts in relative protein quantification have placed increased emphasis on data reproducibility in proteomics experiments.@(((:tag . "RB") (:stem . "moreover") (:form . "Moreover") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 9) (:start . 8) (:id . 43))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 12) (:start . 10)\n (:id . 44))\n ((:tag . "VBP") (:stem . "note") (:form . "note") (:end . 17) (:start . 13)\n (:id . 45))\n ((:tag . "IN") (:stem . "that") (:form . 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(:end . 231) (:start . 230)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s14.100) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504602@unknown@formal@none@1@S@Hence it has become common practice to derive a "proteomics result" from comparison, or other manipulation, of multiple mass spectrometry acquisitions.@(((:tag . "RB") (:stem . "hence") (:form . "Hence") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 8) (:start . 6)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 12) (:start . 9)\n (:id . 44))\n ((:tag . "VBN") (:stem . "become") (:form . "become") (:end . 19)\n (:start . 13) (:id . 45))\n ((:tag . "JJ") (:stem . "common") (:form . "common") (:end . 26)\n (:start . 20) (:id . 46))\n ((:tag . "NN") (:stem . "practice") (:form . "practice") (:end . 35)\n (:start . 27) (:id . 47))\n ((:tag . "TO") (:stem . "to") (:form . 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(:end . 151) (:start . 150)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s14.101) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504603@unknown@formal@none@1@S@In support of this experimental paradigm, multiplierz includes "multi-detect" and "multi-filter" tools that provide users tremendous flexibility in filtering and collating (e.g., by common or unique proteins, peptides, post-translational modifications, charge state, etc.) each data file obtained from a multiple acquisition study.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "support") (:form . "support") (:end . 10)\n (:start . 3) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 13) (:start . 11)\n (:id . 44))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 18) (:start . 14)\n (:id . 45))\n ((:tag . "JJ") (:stem . "experimental") (:form . 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(:end . 118) (:start . 117)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s14.103) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504605@unknown@formal@none@1@S@Importantly, all multiplierz functions provide spreadsheet-based output with optional embedded images (see Figure 2 and discussion below).@(((:tag . "RB") (:stem . "importantly") (:form . "Importantly") (:end . 11)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 43))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 16) (:start . 13)\n (:id . 44))\n ((:tag . "JJ") (:stem . "multiplierz") (:form . "multiplierz") (:end . 28)\n (:start . 17) (:id . 45))\n ((:tag . "NNS") (:stem . "function") (:form . "functions") (:end . 38)\n (:start . 29) (:id . 46))\n ((:tag . "VBP") (:stem . "provide") (:form . "provide") (:end . 46)\n (:start . 39) (:id . 47))\n ((:tag . "JJ") (:stem . 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"and") (:end . 119) (:start . 116)\n (:id . 58))\n ((:tag . "NN") (:stem . "discussion") (:form . "discussion") (:end . 130)\n (:start . 120) (:id . 59))\n ((:tag . "IN") (:stem . "below") (:form . "below") (:end . 136)\n (:start . 131) (:id . 60))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 137) (:start . 136)\n (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 138) (:start . 137)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s14.104) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504606@unknown@formal@none@1@S@Integration of Commercial Tools for multiplierz Reports.@(((:tag . "NN") (:stem . "integration") (:form . "Integration") (:end . 11)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 14) (:start . 12)\n (:id . 43))\n ((:tag . "JJ") (:stem . "commercial") (:form . "Commercial") (:end . 25)\n (:start . 15) (:id . 44))\n ((:tag . "NNS") (:stem . 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(:form . ".") (:end . 189) (:start . 188)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s14.106) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504608@unknown@formal@none@1@S@For clarity the spreadsheet shows peptide entries and characterization data from the two extremes in column size and flow rate.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "clarity") (:form . "clarity") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 15) (:start . 12)\n (:id . 44))\n ((:tag . "NN") (:stem . "spreadsheet") (:form . "spreadsheet") (:end . 27)\n (:start . 16) (:id . 45))\n ((:tag . "VBZ") (:stem . "show") (:form . "shows") (:end . 33) (:start . 28)\n (:id . 46))\n ((:tag . "NN") (:stem . "peptide") (:form . "peptide") (:end . 41)\n (:start . 34) (:id . 47))\n ((:tag . "NNS") (:stem . "entry") (:form . 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(:end . 167) (:start . 166)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s14.134) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504636@unknown@formal@none@1@S@All multiplierz tools are available through both the desktop GUI as well as scriptable procedures.@(((:tag . "DT") (:stem . "all") (:form . "All") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "multiplierz") (:form . "multiplierz") (:end . 15)\n (:start . 4) (:id . 43))\n ((:tag . "NNS") (:stem . "tool") (:form . "tools") (:end . 21) (:start . 16)\n (:id . 44))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 25) (:start . 22)\n (:id . 45))\n ((:tag . "JJ") (:stem . "available") (:form . "available") (:end . 35)\n (:start . 26) (:id . 46))\n ((:tag . "IN") (:stem . "through") (:form . "through") (:end . 43)\n (:start . 36) (:id . 47))\n ((:tag . "CC") (:stem . "both") (:form . 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(:end . 98) (:start . 97)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s14.135) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504637@unknown@formal@none@1@S@In addition, a pre-launch initialization ("rc.mz") script enables full customization of the application and its interfaces without recompiling the underlying code.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "addition") (:form . "addition") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 44))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 14) (:start . 13)\n (:id . 45))\n ((:tag . "JJ") (:stem . "pre-launch") (:form . "pre-launch") (:end . 25)\n (:start . 15) (:id . 46))\n ((:tag . "NN") (:stem . "initialization") (:form . "initialization")\n (:end . 40) (:start . 26) (:id . 47))\n ((:tag . "(") (:stem . "(") (:form . 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"application") (:form . "application") (:end . 103)\n (:start . 92) (:id . 59))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 107) (:start . 104)\n (:id . 60))\n ((:tag . "PRP$") (:stem . "its") (:form . "its") (:end . 111) (:start . 108)\n (:id . 61))\n ((:tag . "NNS") (:stem . "interface") (:form . "interfaces") (:end . 122)\n (:start . 112) (:id . 62))\n ((:tag . "IN") (:stem . "without") (:form . "without") (:end . 130)\n (:start . 123) (:id . 63))\n ((:tag . "VBG") (:stem . "recompile") (:form . "recompiling") (:end . 142)\n (:start . 131) (:id . 64))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 146) (:start . 143)\n (:id . 65))\n ((:tag . "JJ") (:stem . "underlying") (:form . "underlying") (:end . 157)\n (:start . 147) (:id . 66))\n ((:tag . "NN") (:stem . "code") (:form . "code") (:end . 162) (:start . 158)\n (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 163) (:start . 162)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s14.136) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504638@unknown@formal@none@1@S@Finally, we note that programmatic access to mzAPI allows incorporation of multiplierz into automated data-analytic pipelines.@(((:tag . "RB") (:stem . "finally") (:form . "Finally") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "VBP") (:stem . "note") (:form . "note") (:end . 16) (:start . 12)\n (:id . 45))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 21) (:start . 17)\n (:id . 46))\n ((:tag . "JJ") (:stem . "programmatic") (:form . "programmatic") (:end . 34)\n (:start . 22) (:id . 47))\n ((:tag . "NN") (:stem . "access") (:form . 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"pipelines") (:end . 125)\n (:start . 116) (:id . 58))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 126) (:start . 125)\n (:id . 59)))@@@1@18@((:identifiers (:sid . :s14.137) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504639@unknown@formal@none@1@S@For example, users can submit jobs through a laboratory information management system (LIMS).@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "example") (:form . "example") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 44))\n ((:tag . "NNS") (:stem . "user") (:form . "users") (:end . 18) (:start . 13)\n (:id . 45))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 22) (:start . 19)\n (:id . 46))\n ((:tag . "VB") (:stem . "submit") (:form . "submit") (:end . 29)\n (:start . 23) (:id . 47))\n ((:tag . "NNS") (:stem . "job") (:form . "jobs") (:end . 34) (:start . 30)\n (:id . 48))\n ((:tag . "IN") (:stem . "through") (:form . "through") (:end . 42)\n (:start . 35) (:id . 49))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 44) (:start . 43)\n (:id . 50))\n ((:tag . "NN") (:stem . "laboratory") (:form . "laboratory") (:end . 55)\n (:start . 45) (:id . 51))\n ((:tag . "NN") (:stem . "information") (:form . "information") (:end . 67)\n (:start . 56) (:id . 52))\n ((:tag . "NN") (:stem . "management") (:form . "management") (:end . 78)\n (:start . 68) (:id . 53))\n ((:tag . "NN") (:stem . "system") (:form . "system") (:end . 85)\n (:start . 79) (:id . 54))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 87) (:start . 86)\n (:id . 55))\n ((:tag . "NNP") (:stem . "LIMS") (:form . "LIMS") (:end . 91) (:start . 87)\n (:id . 56))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 92) (:start . 91)\n (:id . 57))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 93) (:start . 92)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s14.138) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504640@unknown@formal@none@1@S@Upon completion of LC-MS acquisition(s) and database search(es), multiplierz executes .mz scripts to access both the search results and underlying .RAW or .WIFF file(s), in order to create a spreadsheet-based report.@(((:tag . "IN") (:stem . "upon") (:form . "Upon") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "completion") (:form . "completion") (:end . 15)\n (:start . 5) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 18) (:start . 16)\n (:id . 44))\n ((:tag . "NNP") (:stem . "LC-MS") (:form . "LC-MS") (:end . 24) (:start . 19)\n (:id . 45))\n ((:tag . "NNP") (:stem . "acquisition(s)") (:form . "acquisition(s)")\n (:end . 39) (:start . 25) (:id . 46))\n ((:tag . "CC") (:stem . "and") (:form . 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",") (:end . 169) (:start . 168)\n (:id . 67))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 172) (:start . 170)\n (:id . 68))\n ((:tag . "NN") (:stem . "order") (:form . "order") (:end . 178)\n (:start . 173) (:id . 69))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 181) (:start . 179)\n (:id . 70))\n ((:tag . "VB") (:stem . "create") (:form . "create") (:end . 188)\n (:start . 182) (:id . 71))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 190) (:start . 189)\n (:id . 72))\n ((:tag . "JJ") (:stem . "spreadsheet-based") (:form . "spreadsheet-based")\n (:end . 208) (:start . 191) (:id . 73))\n ((:tag . "NN") (:stem . "report") (:form . "report") (:end . 215)\n (:start . 209) (:id . 74))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 216) (:start . 215)\n (:id . 75)))@@@1@34@((:identifiers (:sid . :s14.139) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504641@unknown@formal@none@1@S@Users can be notified by email and access their results via the multiplierz desktop environment.@(((:tag . "NNS") (:stem . "user") (:form . "Users") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 9) (:start . 6)\n (:id . 43))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 12) (:start . 10)\n (:id . 44))\n ((:tag . "VBN") (:stem . "notify") (:form . "notified") (:end . 21)\n (:start . 13) (:id . 45))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 24) (:start . 22)\n (:id . 46))\n ((:tag . "NN") (:stem . "email") (:form . "email") (:end . 30) (:start . 25)\n (:id . 47))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 34) (:start . 31)\n (:id . 48))\n ((:tag . "VB") (:stem . "access") (:form . "access") (:end . 41)\n (:start . 35) (:id . 49))\n ((:tag . "PRP$") (:stem . "their") (:form . "their") (:end . 47)\n (:start . 42) (:id . 50))\n ((:tag . "NNS") (:stem . "result") (:form . "results") (:end . 55)\n (:start . 48) (:id . 51))\n ((:tag . "IN") (:stem . "via") (:form . "via") (:end . 59) (:start . 56)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 63) (:start . 60)\n (:id . 53))\n ((:tag . "JJ") (:stem . "multiplierz") (:form . "multiplierz") (:end . 75)\n (:start . 64) (:id . 54))\n ((:tag . "NN") (:stem . "desktop") (:form . "desktop") (:end . 83)\n (:start . 76) (:id . 55))\n ((:tag . "NN") (:stem . "environment") (:form . "environment") (:end . 95)\n (:start . 84) (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 96) (:start . 95)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s14.140) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504642@unknown@formal@none@1@S@Importantly, multiplierz spreadsheet reports, whether generated in low- or high-throughput mode, are portable and readily formatted in accordance with journal-specific requirements for proteomics data.@(((:tag . "RB") (:stem . "importantly") (:form . "Importantly") (:end . 11)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 43))\n ((:tag . "JJ") (:stem . "multiplierz") (:form . "multiplierz") (:end . 24)\n (:start . 13) (:id . 44))\n ((:tag . "NN") (:stem . "spreadsheet") (:form . "spreadsheet") (:end . 36)\n (:start . 25) (:id . 45))\n ((:tag . "NNS") (:stem . "report") (:form . "reports") (:end . 44)\n (:start . 37) (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 45) (:start . 44)\n (:id . 47))\n ((:tag . "IN") (:stem . "whether") (:form . "whether") (:end . 53)\n (:start . 46) (:id . 48))\n ((:tag . "VBN") (:stem . "generate") (:form . "generated") (:end . 63)\n (:start . 54) (:id . 49))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 66) (:start . 64)\n (:id . 50))\n ((:tag . "JJ") (:stem . "low-") (:form . "low-") (:end . 71) (:start . 67)\n (:id . 51))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 74) (:start . 72)\n (:id . 52))\n ((:tag . "JJ") (:stem . "high-throughput") (:form . "high-throughput")\n (:end . 90) (:start . 75) (:id . 53))\n ((:tag . "NN") (:stem . "mode") (:form . "mode") (:end . 95) (:start . 91)\n (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 96) (:start . 95)\n (:id . 55))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 100) (:start . 97)\n (:id . 56))\n ((:tag . "JJ") (:stem . "portable") (:form . "portable") (:end . 109)\n (:start . 101) (:id . 57))\n ((:tag . 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(:end . 265) (:start . 264)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s14.142) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504644@unknown@formal@none@1@S@Importantly, multiplierz provides these capabilities to individual users at the desktop level.@(((:tag . "RB") (:stem . "importantly") (:form . "Importantly") (:end . 11)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 43))\n ((:tag . "NN") (:stem . "multiplierz") (:form . "multiplierz") (:end . 24)\n (:start . 13) (:id . 44))\n ((:tag . "VBZ") (:stem . "provide") (:form . "provides") (:end . 33)\n (:start . 25) (:id . 45))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 39) (:start . 34)\n (:id . 46))\n ((:tag . "NNS") (:stem . "capability") (:form . "capabilities") (:end . 52)\n (:start . 40) (:id . 47))\n ((:tag . "TO") (:stem . "to") (:form . 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"Results") (:end . 7)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s14.144) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5504646@unknown@formal@none@1@S@In the following sections, we demonstrate the functionality of multiplierz through relevant examples based on data and results from work in our laboratory.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "JJ") (:stem . "following") (:form . "following") (:end . 16)\n (:start . 7) (:id . 44))\n ((:tag . "NNS") (:stem . "section") (:form . "sections") (:end . 25)\n (:start . 17) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 26) (:start . 25)\n (:id . 46))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 29) (:start . 27)\n (:id . 47))\n ((:tag . "VBP") (:stem . "demonstrate") (:form . 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(:end . 155) (:start . 154)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s14.145) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504647@unknown@formal@none@1@S@Significantly we note that these examples encompass data generated on mass spectrometers manufactured by ThermoFisher Scientific and AB-SCIEX.@(((:tag . "RB") (:stem . "significantly") (:form . "Significantly")\n (:end . 13) (:start . 0) (:id . 42))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 16) (:start . 14)\n (:id . 43))\n ((:tag . "VBP") (:stem . "note") (:form . "note") (:end . 21) (:start . 17)\n (:id . 44))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 26) (:start . 22)\n (:id . 45))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 32) (:start . 27)\n (:id . 46))\n ((:tag . "NNS") (:stem . "example") (:form . "examples") (:end . 41)\n (:start . 33) (:id . 47))\n ((:tag . "VBP") (:stem . "encompass") (:form . 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"Methods") (:end . 41)\n (:start . 34) (:id . 47)))@@@1@6@((:identifiers (:sid . :s14.147) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504649@unknown@formal@none@1@S@We recently described a novel protocol for fabrication of miniaturized LC-electrospray assemblies that provided significantly improved LC-MS performance [20].@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "RB") (:stem . "recently") (:form . "recently") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . "VBD") (:stem . "describe") (:form . "described") (:end . 21)\n (:start . 12) (:id . 44))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 23) (:start . 22)\n (:id . 45))\n ((:tag . "JJ") (:stem . "novel") (:form . "novel") (:end . 29) (:start . 24)\n (:id . 46))\n ((:tag . "NN") (:stem . "protocol") (:form . "protocol") (:end . 38)\n (:start . 30) (:id . 47))\n ((:tag . "IN") (:stem . 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"11") (:end . 232) (:start . 230)\n (:id . 74))\n ((:tag . "JJ") (:stem . "lc-ms") (:form . "LC-MS") (:end . 238)\n (:start . 233) (:id . 75))\n ((:tag . "NNS") (:stem . "acquisition") (:form . "acquisitions") (:end . 251)\n (:start . 239) (:id . 76))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 252) (:start . 251)\n (:id . 77)))@@@1@36@((:identifiers (:sid . :s14.151) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504653@unknown@formal@none@1@S@In addition, multiplierz used Mascot-derived peptide identifications to generate RICs, calculate full chromatographic peak width at half-maximum (FWHM), and determine precursor apex intensity.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "addition") (:form . "addition") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 44))\n ((:tag . 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"full") (:form . "full") (:end . 101) (:start . 97)\n (:id . 55))\n ((:tag . "JJ") (:stem . "chromatographic") (:form . "chromatographic")\n (:end . 117) (:start . 102) (:id . 56))\n ((:tag . "JJ") (:stem . "peak") (:form . "peak") (:end . 122) (:start . 118)\n (:id . 57))\n ((:tag . "NN") (:stem . "width") (:form . "width") (:end . 128)\n (:start . 123) (:id . 58))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 131) (:start . 129)\n (:id . 59))\n ((:tag . "JJ") (:stem . "half-maximum") (:form . "half-maximum") (:end . 144)\n (:start . 132) (:id . 60))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 146) (:start . 145)\n (:id . 61))\n ((:tag . "NNP") (:stem . "FWHM") (:form . "FWHM") (:end . 150) (:start . 146)\n (:id . 62))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 151) (:start . 150)\n (:id . 63))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 152) (:start . 151)\n (:id . 64))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 156) (:start . 153)\n (:id . 65))\n ((:tag . "NN") (:stem . "determine") (:form . "determine") (:end . 166)\n (:start . 157) (:id . 66))\n ((:tag . "NN") (:stem . "precursor") (:form . "precursor") (:end . 176)\n (:start . 167) (:id . 67))\n ((:tag . "NN") (:stem . "apex") (:form . "apex") (:end . 181) (:start . 177)\n (:id . 68))\n ((:tag . "NN") (:stem . "intensity") (:form . "intensity") (:end . 191)\n (:start . 182) (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 192) (:start . 191)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s14.152) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504654@unknown@formal@none@1@S@The entire analysis was performed via the multiplierz GUI.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "entire") (:form . "entire") (:end . 10) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "analysis") (:form . "analysis") (:end . 19)\n (:start . 11) (:id . 44))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 23) (:start . 20)\n (:id . 45))\n ((:tag . "VBN") (:stem . "perform") (:form . "performed") (:end . 33)\n (:start . 24) (:id . 46))\n ((:tag . "IN") (:stem . "via") (:form . "via") (:end . 37) (:start . 34)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 41) (:start . 38)\n (:id . 48))\n ((:tag . "JJ") (:stem . "multiplierz") (:form . "multiplierz") (:end . 53)\n (:start . 42) (:id . 49))\n ((:tag . "NNP") (:stem . "GUI") (:form . "GUI") (:end . 57) (:start . 54)\n (:id . 50))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 58) (:start . 57)\n (:id . 51)))@@@1@10@((:identifiers (:sid . :s14.153) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504655@unknown@formal@none@1@S@Finally, the embedded RIC images facilitated rapid validation and comparison of chromatographic features.@(((:tag . "RB") (:stem . "finally") (:form . "Finally") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 12) (:start . 9)\n (:id . 44))\n ((:tag . "JJ") (:stem . "embedded") (:form . "embedded") (:end . 21)\n (:start . 13) (:id . 45))\n ((:tag . "NNP") (:stem . "RIC") (:form . "RIC") (:end . 25) (:start . 22)\n (:id . 46))\n ((:tag . "NNS") (:stem . "image") (:form . "images") (:end . 32)\n (:start . 26) (:id . 47))\n ((:tag . "VBD") (:stem . "facilitate") (:form . "facilitated") (:end . 44)\n (:start . 33) (:id . 48))\n ((:tag . "JJ") (:stem . "rapid") (:form . "rapid") (:end . 50) (:start . 45)\n (:id . 49))\n ((:tag . "NN") (:stem . "validation") (:form . "validation") (:end . 61)\n (:start . 51) (:id . 50))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 65) (:start . 62)\n (:id . 51))\n ((:tag . "NN") (:stem . "comparison") (:form . "comparison") (:end . 76)\n (:start . 66) (:id . 52))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 79) (:start . 77)\n (:id . 53))\n ((:tag . "JJ") (:stem . "chromatographic") (:form . "chromatographic")\n (:end . 95) (:start . 80) (:id . 54))\n ((:tag . "NNS") (:stem . "feature") (:form . "features") (:end . 104)\n (:start . 96) (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 105) (:start . 104)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s14.154) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504656@unknown@formal@none@1@S@Multiplierz -based Workflow for Analysis of LC Column Geometry and Flow Rate.@(((:tag . "JJ") (:stem . "multiplierz") (:form . "Multiplierz") (:end . 11)\n (:start . 0) (:id . 42))\n ((:tag . "JJ") (:stem . "-based") (:form . "-based") (:end . 18)\n (:start . 12) (:id . 43))\n ((:tag . "NNP") (:stem . "Workflow") (:form . "Workflow") (:end . 27)\n (:start . 19) (:id . 44))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 31) (:start . 28)\n (:id . 45))\n ((:tag . "NNP") (:stem . "Analysis") (:form . "Analysis") (:end . 40)\n (:start . 32) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 43) (:start . 41)\n (:id . 47))\n ((:tag . "NNP") (:stem . "LC") (:form . "LC") (:end . 46) (:start . 44)\n (:id . 48))\n ((:tag . "NNP") (:stem . "Column") (:form . "Column") (:end . 53)\n (:start . 47) (:id . 49))\n ((:tag . "NNP") (:stem . "Geometry") (:form . "Geometry") (:end . 62)\n (:start . 54) (:id . 50))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 66) (:start . 63)\n (:id . 51))\n ((:tag . "NNP") (:stem . "Flow") (:form . "Flow") (:end . 71) (:start . 67)\n (:id . 52))\n ((:tag . "NNP") (:stem . "Rate") (:form . "Rate") (:end . 76) (:start . 72)\n (:id . 53))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 77) (:start . 76)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s14.155) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504657@unknown@formal@none@1@S@Relative performance improvement for analysis of peptides derived from whole cell lysate as a function of column size and flow rate (a).@(((:tag . "JJ") (:stem . "relative") (:form . "Relative") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "performance") (:form . "performance") (:end . 20)\n (:start . 9) (:id . 43))\n ((:tag . "NN") (:stem . "improvement") (:form . "improvement") (:end . 32)\n (:start . 21) (:id . 44))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 36) (:start . 33)\n (:id . 45))\n ((:tag . "NN") (:stem . "analysis") (:form . "analysis") (:end . 45)\n (:start . 37) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 48) (:start . 46)\n (:id . 47))\n ((:tag . "NNS") (:stem . "peptide") (:form . "peptides") (:end . 57)\n (:start . 49) (:id . 48))\n ((:tag . "VBN") (:stem . "derive") (:form . "derived") (:end . 65)\n (:start . 58) (:id . 49))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 70) (:start . 66)\n (:id . 50))\n ((:tag . "JJ") (:stem . "whole") (:form . "whole") (:end . 76) (:start . 71)\n (:id . 51))\n ((:tag . "NN") (:stem . "cell") (:form . "cell") (:end . 81) (:start . 77)\n (:id . 52))\n ((:tag . "NN") (:stem . "lysate") (:form . 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"a") (:form . "a") (:end . 134) (:start . 133)\n (:id . 64))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 135) (:start . 134)\n (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 136) (:start . 135)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s14.156) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504658@unknown@formal@none@1@S@Original data contained ~90,000 MS/MS scans (b) encompassing almost 23,000 peptide assignments (combination of sequence, charge state, and modification), across 11 LC-MS acquisitions.@(((:tag . "JJ") (:stem . "original") (:form . "Original") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 13) (:start . 9)\n (:id . 43))\n ((:tag . "VBD") (:stem . "contain") (:form . "contained") (:end . 23)\n (:start . 14) (:id . 44))\n ((:tag . "CD") (:stem . "~90,000") (:form . "~90,000") (:end . 31)\n (:start . 24) (:id . 45))\n ((:tag . "NNP") (:stem . "MS/MS") (:form . "MS/MS") (:end . 37) (:start . 32)\n (:id . 46))\n ((:tag . "NNS") (:stem . "scan") (:form . "scans") (:end . 43) (:start . 38)\n (:id . 47))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 45) (:start . 44)\n (:id . 48))\n ((:tag . "NN") (:stem . "b") (:form . "b") (:end . 46) (:start . 45)\n (:id . 49))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 47) (:start . 46)\n (:id . 50))\n ((:tag . "VBG") (:stem . "encompass") (:form . "encompassing") (:end . 60)\n (:start . 48) (:id . 51))\n ((:tag . "RB") (:stem . "almost") (:form . "almost") (:end . 67)\n (:start . 61) (:id . 52))\n ((:tag . "CD") (:stem . "23,000") (:form . "23,000") (:end . 74)\n (:start . 68) (:id . 53))\n ((:tag . "NN") (:stem . "peptide") (:form . "peptide") (:end . 82)\n (:start . 75) (:id . 54))\n ((:tag . "NNS") (:stem . "assignment") (:form . "assignments") (:end . 94)\n (:start . 83) (:id . 55))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 96) (:start . 95)\n (:id . 56))\n ((:tag . "NN") (:stem . "combination") (:form . "combination") (:end . 107)\n (:start . 96) (:id . 57))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 110) (:start . 108)\n (:id . 58))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 119)\n (:start . 111) (:id . 59))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 120) (:start . 119)\n (:id . 60))\n ((:tag . "NN") (:stem . "charge") (:form . "charge") (:end . 127)\n (:start . 121) (:id . 61))\n ((:tag . "NN") (:stem . "state") (:form . "state") (:end . 133)\n (:start . 128) (:id . 62))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 134) (:start . 133)\n (:id . 63))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 138) (:start . 135)\n (:id . 64))\n ((:tag . "NN") (:stem . "modification") (:form . "modification") (:end . 151)\n (:start . 139) (:id . 65))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 152) (:start . 151)\n (:id . 66))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 153) (:start . 152)\n (:id . 67))\n ((:tag . "IN") (:stem . "across") (:form . "across") (:end . 160)\n (:start . 154) (:id . 68))\n ((:tag . "CD") (:stem . "11") (:form . "11") (:end . 163) (:start . 161)\n (:id . 69))\n ((:tag . "JJ") (:stem . "lc-ms") (:form . "LC-MS") (:end . 169)\n (:start . 164) (:id . 70))\n ((:tag . "NNS") (:stem . "acquisition") (:form . "acquisitions") (:end . 182)\n (:start . 170) (:id . 71))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 183) (:start . 182)\n (:id . 72)))@@@1@31@((:identifiers (:sid . :s14.157) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504659@unknown@formal@none@1@S@In addition, multiplierz used Mascot-derived peptide identifications (c) to generate RICs, calculate full chromatographic peak width at half-maximum (FWHM), and determine precursor apex intensity (d).@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "addition") (:form . "addition") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 44))\n ((:tag . "NN") (:stem . "multiplierz") (:form . "multiplierz") (:end . 24)\n (:start . 13) (:id . 45))\n ((:tag . "VBD") (:stem . "use") (:form . "used") (:end . 29) (:start . 25)\n (:id . 46))\n ((:tag . "JJ") (:stem . "mascot-derived") (:form . 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"JJ") (:stem . "full") (:form . "full") (:end . 105) (:start . 101)\n (:id . 58))\n ((:tag . "JJ") (:stem . "chromatographic") (:form . "chromatographic")\n (:end . 121) (:start . 106) (:id . 59))\n ((:tag . "JJ") (:stem . "peak") (:form . "peak") (:end . 126) (:start . 122)\n (:id . 60))\n ((:tag . "NN") (:stem . "width") (:form . "width") (:end . 132)\n (:start . 127) (:id . 61))\n ((:tag . "IN") (:stem . "at") (:form . "at") (:end . 135) (:start . 133)\n (:id . 62))\n ((:tag . "JJ") (:stem . "half-maximum") (:form . "half-maximum") (:end . 148)\n (:start . 136) (:id . 63))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 150) (:start . 149)\n (:id . 64))\n ((:tag . "NNP") (:stem . "FWHM") (:form . "FWHM") (:end . 154) (:start . 150)\n (:id . 65))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 155) (:start . 154)\n (:id . 66))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 156) (:start . 155)\n (:id . 67))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 160) (:start . 157)\n (:id . 68))\n ((:tag . "NN") (:stem . "determine") (:form . "determine") (:end . 170)\n (:start . 161) (:id . 69))\n ((:tag . "NN") (:stem . "precursor") (:form . "precursor") (:end . 180)\n (:start . 171) (:id . 70))\n ((:tag . "NN") (:stem . "apex") (:form . "apex") (:end . 185) (:start . 181)\n (:id . 71))\n ((:tag . "NN") (:stem . "intensity") (:form . "intensity") (:end . 195)\n (:start . 186) (:id . 72))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 197) (:start . 196)\n (:id . 73))\n ((:tag . "NN") (:stem . "d") (:form . "d") (:end . 198) (:start . 197)\n (:id . 74))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 199) (:start . 198)\n (:id . 75))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 200) (:start . 199)\n (:id . 76)))@@@1@35@((:identifiers (:sid . :s14.158) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504660@unknown@formal@none@1@S@Common peptide sequences and associated analytical metrics are extracted (e) into a final, spreadsheet based report (f).@(((:tag . "JJ") (:stem . "common") (:form . "Common") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "peptide") (:form . "peptide") (:end . 14)\n (:start . 7) (:id . 43))\n ((:tag . "NNS") (:stem . "sequence") (:form . "sequences") (:end . 24)\n (:start . 15) (:id . 44))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 28) (:start . 25)\n (:id . 45))\n ((:tag . "VBN") (:stem . "associate") (:form . "associated") (:end . 39)\n (:start . 29) (:id . 46))\n ((:tag . "JJ") (:stem . "analytical") (:form . "analytical") (:end . 50)\n (:start . 40) (:id . 47))\n ((:tag . "NNS") (:stem . "metric") (:form . "metrics") (:end . 58)\n (:start . 51) (:id . 48))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 62) (:start . 59)\n (:id . 49))\n ((:tag . "VBN") (:stem . "extract") (:form . "extracted") (:end . 72)\n (:start . 63) (:id . 50))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 74) (:start . 73)\n (:id . 51))\n ((:tag . "NN") (:stem . "e") (:form . "e") (:end . 75) (:start . 74)\n (:id . 52))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 76) (:start . 75)\n (:id . 53))\n ((:tag . "IN") (:stem . "into") (:form . "into") (:end . 81) (:start . 77)\n (:id . 54))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 83) (:start . 82)\n (:id . 55))\n ((:tag . "JJ") (:stem . "final") (:form . "final") (:end . 89) (:start . 84)\n (:id . 56))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 90) (:start . 89)\n (:id . 57))\n ((:tag . "VB") (:stem . "spreadsheet") (:form . "spreadsheet") (:end . 102)\n (:start . 91) (:id . 58))\n ((:tag . "VBN") (:stem . "base") (:form . "based") (:end . 108)\n (:start . 103) (:id . 59))\n ((:tag . "NN") (:stem . "report") (:form . "report") (:end . 115)\n (:start . 109) (:id . 60))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 117) (:start . 116)\n (:id . 61))\n ((:tag . "NN") (:stem . "f") (:form . "f") (:end . 118) (:start . 117)\n (:id . 62))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 119) (:start . 118)\n (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 120) (:start . 119)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s14.159) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504661@unknown@formal@none@1@S@Figure 2 (see above) shows an example of a multiplierz standard format report.@(((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "CD") (:stem . "2") (:form . "2") (:end . 8) (:start . 7)\n (:id . 43))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 10) (:start . 9)\n (:id . 44))\n ((:tag . "VB") (:stem . "see") (:form . "see") (:end . 13) (:start . 10)\n (:id . 45))\n ((:tag . "IN") (:stem . "above") (:form . "above") (:end . 19) (:start . 14)\n (:id . 46))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 20) (:start . 19)\n (:id . 47))\n ((:tag . "VBZ") (:stem . "show") (:form . "shows") (:end . 26) (:start . 21)\n (:id . 48))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 29) (:start . 27)\n (:id . 49))\n ((:tag . "NN") (:stem . "example") (:form . "example") (:end . 37)\n (:start . 30) (:id . 50))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 40) (:start . 38)\n (:id . 51))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 42) (:start . 41)\n (:id . 52))\n ((:tag . "JJ") (:stem . "multiplierz") (:form . "multiplierz") (:end . 54)\n (:start . 43) (:id . 53))\n ((:tag . "JJ") (:stem . "standard") (:form . "standard") (:end . 63)\n (:start . 55) (:id . 54))\n ((:tag . "NN") (:stem . "format") (:form . "format") (:end . 70)\n (:start . 64) (:id . 55))\n ((:tag . "NN") (:stem . "report") (:form . "report") (:end . 77)\n (:start . 71) (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 78) (:start . 77)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s14.160) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504662@unknown@formal@none@1@S@To simplify the display we generated a comparison report (using multiplierz) for the two extremes in the 11 LC-MS acquisitions described above.@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VB") (:stem . "simplify") (:form . "simplify") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 15) (:start . 12)\n (:id . 44))\n ((:tag . "NN") (:stem . "display") (:form . "display") (:end . 23)\n (:start . 16) (:id . 45))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 26) (:start . 24)\n (:id . 46))\n ((:tag . "VBD") (:stem . "generate") (:form . "generated") (:end . 36)\n (:start . 27) (:id . 47))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 38) (:start . 37)\n (:id . 48))\n ((:tag . "NN") (:stem . "comparison") (:form . "comparison") (:end . 49)\n (:start . 39) (:id . 49))\n ((:tag . "NN") (:stem . "report") (:form . "report") (:end . 56)\n (:start . 50) (:id . 50))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 58) (:start . 57)\n (:id . 51))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 63) (:start . 58)\n (:id . 52))\n ((:tag . "NN") (:stem . "multiplierz") (:form . "multiplierz") (:end . 75)\n (:start . 64) (:id . 53))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 76) (:start . 75)\n (:id . 54))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 80) (:start . 77)\n (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 84) (:start . 81)\n (:id . 56))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 88) (:start . 85)\n (:id . 57))\n ((:tag . "NNS") (:stem . "extreme") (:form . "extremes") (:end . 97)\n (:start . 89) (:id . 58))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 100) (:start . 98)\n (:id . 59))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 104) (:start . 101)\n (:id . 60))\n ((:tag . "CD") (:stem . "11") (:form . "11") (:end . 107) (:start . 105)\n (:id . 61))\n ((:tag . "NNP") (:stem . "LC-MS") (:form . "LC-MS") (:end . 113)\n (:start . 108) (:id . 62))\n ((:tag . "NNS") (:stem . "acquisition") (:form . "acquisitions") (:end . 126)\n (:start . 114) (:id . 63))\n ((:tag . "VBN") (:stem . "describe") (:form . "described") (:end . 136)\n (:start . 127) (:id . 64))\n ((:tag . "RB") (:stem . "above") (:form . "above") (:end . 142)\n (:start . 137) (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 143) (:start . 142)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s14.161) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504663@unknown@formal@none@1@S@The insets show examples of optional embedded images.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "inset") (:form . "insets") (:end . 10) (:start . 4)\n (:id . 43))\n ((:tag . "VBP") (:stem . "show") (:form . "show") (:end . 15) (:start . 11)\n (:id . 44))\n ((:tag . "NNS") (:stem . "example") (:form . "examples") (:end . 24)\n (:start . 16) (:id . 45))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 27) (:start . 25)\n (:id . 46))\n ((:tag . "JJ") (:stem . "optional") (:form . "optional") (:end . 36)\n (:start . 28) (:id . 47))\n ((:tag . "JJ") (:stem . "embedded") (:form . "embedded") (:end . 45)\n (:start . 37) (:id . 48))\n ((:tag . "NNS") (:stem . "image") (:form . "images") (:end . 52)\n (:start . 46) (:id . 49))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 53) (:start . 52)\n (:id . 50)))@@@1@9@((:identifiers (:sid . :s14.162) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504664@unknown@formal@none@1@S@We note that, unlike many web-based reports that often require frequent page updates, multiplierz images display immediately upon mouse-over, and hence facilitate rapid data validation and interrogation exercises.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "note") (:form . "note") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 12) (:start . 8)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 13) (:start . 12)\n (:id . 45))\n ((:tag . "IN") (:stem . "unlike") (:form . "unlike") (:end . 20)\n (:start . 14) (:id . 46))\n ((:tag . "JJ") (:stem . "many") (:form . "many") (:end . 25) (:start . 21)\n (:id . 47))\n ((:tag . "JJ") (:stem . "web-based") (:form . "web-based") (:end . 35)\n (:start . 26) (:id . 48))\n ((:tag . "NNS") (:stem . "report") (:form . "reports") (:end . 43)\n (:start . 36) (:id . 49))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 48) (:start . 44)\n (:id . 50))\n ((:tag . "RB") (:stem . "often") (:form . "often") (:end . 54) (:start . 49)\n (:id . 51))\n ((:tag . "VBP") (:stem . "require") (:form . "require") (:end . 62)\n (:start . 55) (:id . 52))\n ((:tag . "JJ") (:stem . "frequent") (:form . "frequent") (:end . 71)\n (:start . 63) (:id . 53))\n ((:tag . "NN") (:stem . "page") (:form . "page") (:end . 76) (:start . 72)\n (:id . 54))\n ((:tag . "NNS") (:stem . "update") (:form . "updates") (:end . 84)\n (:start . 77) (:id . 55))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 85) (:start . 84)\n (:id . 56))\n ((:tag . "JJ") (:stem . "multiplierz") (:form . "multiplierz") (:end . 97)\n (:start . 86) (:id . 57))\n ((:tag . "NNS") (:stem . "image") (:form . "images") (:end . 104)\n (:start . 98) (:id . 58))\n ((:tag . "VBP") (:stem . "display") (:form . "display") (:end . 112)\n (:start . 105) (:id . 59))\n ((:tag . "RB") (:stem . "immediately") (:form . "immediately") (:end . 124)\n (:start . 113) (:id . 60))\n ((:tag . "IN") (:stem . "upon") (:form . "upon") (:end . 129) (:start . 125)\n (:id . 61))\n ((:tag . "NN") (:stem . "mouse-over") (:form . "mouse-over") (:end . 140)\n (:start . 130) (:id . 62))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 141) (:start . 140)\n (:id . 63))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 145) (:start . 142)\n (:id . 64))\n ((:tag . "RB") (:stem . "hence") (:form . "hence") (:end . 151)\n (:start . 146) (:id . 65))\n ((:tag . "VBP") (:stem . "facilitate") (:form . "facilitate") (:end . 162)\n (:start . 152) (:id . 66))\n ((:tag . "JJ") (:stem . "rapid") (:form . "rapid") (:end . 168)\n (:start . 163) (:id . 67))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 173)\n (:start . 169) (:id . 68))\n ((:tag . "NN") (:stem . "validation") (:form . "validation") (:end . 184)\n (:start . 174) (:id . 69))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 188) (:start . 185)\n (:id . 70))\n ((:tag . "NN") (:stem . "interrogation") (:form . "interrogation")\n (:end . 202) (:start . 189) (:id . 71))\n ((:tag . "NNS") (:stem . "exercise") (:form . "exercises") (:end . 212)\n (:start . 203) (:id . 72))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 213) (:start . 212)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s14.163) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504665@unknown@formal@none@1@S@Optimization of Phosphopeptide Enrichment Methods@(((:tag . "NN") (:stem . "optimization") (:form . "Optimization") (:end . 12)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 15) (:start . 13)\n (:id . 43))\n ((:tag . "NNP") (:stem . "Phosphopeptide") (:form . "Phosphopeptide")\n (:end . 30) (:start . 16) (:id . 44))\n ((:tag . "NNP") (:stem . "Enrichment") (:form . "Enrichment") (:end . 41)\n (:start . 31) (:id . 45))\n ((:tag . "NNP") (:stem . "Method") (:form . "Methods") (:end . 49)\n (:start . 42) (:id . 46)))@@@1@5@((:identifiers (:sid . :s14.164) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504666@unknown@formal@none@1@S@In the aforementioned study, we leveraged the improved performance of our miniaturized LC-electrospray assemblies to elucidate signaling events in embryonic stem cells [20].@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "JJ") (:stem . "aforementioned") (:form . "aforementioned")\n (:end . 21) (:start . 7) (:id . 44))\n ((:tag . "NN") (:stem . "study") (:form . "study") (:end . 27) (:start . 22)\n (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 28) (:start . 27)\n (:id . 46))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 31) (:start . 29)\n (:id . 47))\n ((:tag . "VBD") (:stem . "leverage") (:form . "leveraged") (:end . 41)\n (:start . 32) (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 45) (:start . 42)\n (:id . 49))\n ((:tag . "VBN") (:stem . "improve") (:form . "improved") (:end . 54)\n (:start . 46) (:id . 50))\n ((:tag . "NN") (:stem . "performance") (:form . "performance") (:end . 66)\n (:start . 55) (:id . 51))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 69) (:start . 67)\n (:id . 52))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 73) (:start . 70)\n (:id . 53))\n ((:tag . "VBN") (:stem . "miniaturize") (:form . "miniaturized") (:end . 86)\n (:start . 74) (:id . 54))\n ((:tag . "NNP") (:stem . "LC-electrospray") (:form . "LC-electrospray")\n (:end . 102) (:start . 87) (:id . 55))\n ((:tag . "VBZ") (:stem . "assembly") (:form . "assemblies") (:end . 113)\n (:start . 103) (:id . 56))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 116) (:start . 114)\n (:id . 57))\n ((:tag . "VB") (:stem . "elucidate") (:form . "elucidate") (:end . 126)\n (:start . 117) (:id . 58))\n ((:tag . "NN") (:stem . "signaling") (:form . "signaling") (:end . 136)\n (:start . 127) (:id . 59))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 143)\n (:start . 137) (:id . 60))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 146) (:start . 144)\n (:id . 61))\n ((:tag . "JJ") (:stem . "embryonic") (:form . "embryonic") (:end . 156)\n (:start . 147) (:id . 62))\n ((:tag . "NN") (:stem . "stem") (:form . "stem") (:end . 161) (:start . 157)\n (:id . 63))\n ((:tag . "NNS") (:stem . "cell") (:form . "cells") (:end . 167)\n (:start . 162) (:id . 64))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 169) (:start . 168)\n (:id . 65))\n ((:tag . "CD") (:stem . "20") (:form . "20") (:end . 171) (:start . 169)\n (:id . 66))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 172) (:start . 171)\n (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 173) (:start . 172)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s14.165) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504667@unknown@formal@none@1@S@Our specific choice to focus on tyrosine phosphorylation as a direct probe of the molecular events required for self-renewal and differentiation in these cells required optimization of enrichment protocols for peptides carrying this rare post-translational modification.@(((:tag . "PRP$") (:stem . "our") (:form . "Our") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "specific") (:form . "specific") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "choice") (:form . "choice") (:end . 19)\n (:start . 13) (:id . 44))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 22) (:start . 20)\n (:id . 45))\n ((:tag . "VB") (:stem . "focus") (:form . "focus") (:end . 28) (:start . 23)\n (:id . 46))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 31) (:start . 29)\n (:id . 47))\n ((:tag . "NN") (:stem . "tyrosine") (:form . "tyrosine") (:end . 40)\n (:start . 32) (:id . 48))\n ((:tag . "NN") (:stem . "phosphorylation") (:form . "phosphorylation")\n (:end . 56) (:start . 41) (:id . 49))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 59) (:start . 57)\n (:id . 50))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 61) (:start . 60)\n (:id . 51))\n ((:tag . "JJ") (:stem . "direct") (:form . "direct") (:end . 68)\n (:start . 62) (:id . 52))\n ((:tag . "NN") (:stem . "probe") (:form . "probe") (:end . 74) (:start . 69)\n (:id . 53))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 77) (:start . 75)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 81) (:start . 78)\n (:id . 55))\n ((:tag . "JJ") (:stem . "molecular") (:form . "molecular") (:end . 91)\n (:start . 82) (:id . 56))\n ((:tag . "NNS") (:stem . "event") (:form . "events") (:end . 98)\n (:start . 92) (:id . 57))\n ((:tag . "VBN") (:stem . "require") (:form . "required") (:end . 107)\n (:start . 99) (:id . 58))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 111) (:start . 108)\n (:id . 59))\n ((:tag . "JJ") (:stem . "self-renewal") (:form . "self-renewal") (:end . 124)\n (:start . 112) (:id . 60))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 128) (:start . 125)\n (:id . 61))\n ((:tag . "NN") (:stem . "differentiation") (:form . "differentiation")\n (:end . 144) (:start . 129) (:id . 62))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 147) (:start . 145)\n (:id . 63))\n ((:tag . "DT") (:stem . "these") (:form . 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(:end . 312) (:start . 311)\n (:id . 94)))@@@1@53@((:hcues ((:id . :x14.168.1) (:span 275 283)))\n (:hscopes ((:id . :x14.168.1) (:span 275 311)))\n (:identifiers (:sid . :s14.168) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504670@unknown@formal@none@1@S@This strategy allowed us to readily decouple low overall peptide yield from poor enrichment of phosphotyrosine containing peptides in experiments that generally provided modest numbers of peptide identifications (compared to typical large-scale proteomics studies).@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "strategy") (:form . "strategy") (:end . 13)\n (:start . 5) (:id . 43))\n ((:tag . "VBD") (:stem . "allow") (:form . "allowed") (:end . 21)\n (:start . 14) (:id . 44))\n ((:tag . "PRP") (:stem . "us") (:form . "us") (:end . 24) (:start . 22)\n (:id . 45))\n ((:tag . "TO") (:stem . 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(:end . 116) (:start . 115)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s14.170) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504672@unknown@formal@none@1@S@Note that Python's clear and concise syntax is readily accessible, as compared to that encountered with manufacturer libraries and data systems.@(((:tag . "VB") (:stem . "note") (:form . "Note") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 9) (:start . 5)\n (:id . 43))\n ((:tag . "NNP") (:stem . "Python") (:form . "Python") (:end . 16)\n (:start . 10) (:id . 44))\n ((:tag . "POS") (:stem . "'s") (:form . "'s") (:end . 18) (:start . 16)\n (:id . 45))\n ((:tag . "JJ") (:stem . "clear") (:form . "clear") (:end . 24) (:start . 19)\n (:id . 46))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 28) (:start . 25)\n (:id . 47))\n ((:tag . "JJ") (:stem . "concise") (:form . 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"IN") (:stem . "with") (:form . "with") (:end . 103) (:start . 99)\n (:id . 59))\n ((:tag . "NN") (:stem . "manufacturer") (:form . "manufacturer") (:end . 116)\n (:start . 104) (:id . 60))\n ((:tag . "NNS") (:stem . "library") (:form . "libraries") (:end . 126)\n (:start . 117) (:id . 61))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 130) (:start . 127)\n (:id . 62))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 135)\n (:start . 131) (:id . 63))\n ((:tag . "NNS") (:stem . "system") (:form . "systems") (:end . 143)\n (:start . 136) (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 144) (:start . 143)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s14.171) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504673@unknown@formal@none@1@S@Consistent with our reporting strategy, this script outputs a tab delimited file that we readily filter in Excel to generate a histogram view of our phosphotyrosine enrichment efficiency (Figure 6b).@(((:tag . "JJ") (:stem . "consistent") (:form . "Consistent") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 15) (:start . 11)\n (:id . 43))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 19) (:start . 16)\n (:id . 44))\n ((:tag . "NN") (:stem . "reporting") (:form . "reporting") (:end . 29)\n (:start . 20) (:id . 45))\n ((:tag . "NN") (:stem . "strategy") (:form . "strategy") (:end . 38)\n (:start . 30) (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . 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"filter") (:form . "filter") (:end . 103)\n (:start . 97) (:id . 58))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 106) (:start . 104)\n (:id . 59))\n ((:tag . "NNP") (:stem . "Excel") (:form . "Excel") (:end . 112)\n (:start . 107) (:id . 60))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 115) (:start . 113)\n (:id . 61))\n ((:tag . "VB") (:stem . "generate") (:form . "generate") (:end . 124)\n (:start . 116) (:id . 62))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 126) (:start . 125)\n (:id . 63))\n ((:tag . "NN") (:stem . "histogram") (:form . "histogram") (:end . 136)\n (:start . 127) (:id . 64))\n ((:tag . "NN") (:stem . "view") (:form . "view") (:end . 141) (:start . 137)\n (:id . 65))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 144) (:start . 142)\n (:id . 66))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 148) (:start . 145)\n (:id . 67))\n ((:tag . "NN") (:stem . "phosphotyrosine") (:form . "phosphotyrosine")\n (:end . 164) (:start . 149) (:id . 68))\n ((:tag . "NN") (:stem . "enrichment") (:form . "enrichment") (:end . 175)\n (:start . 165) (:id . 69))\n ((:tag . "NN") (:stem . "efficiency") (:form . "efficiency") (:end . 186)\n (:start . 176) (:id . 70))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 188) (:start . 187)\n (:id . 71))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 194)\n (:start . 188) (:id . 72))\n ((:tag . "NN") (:stem . "6b") (:form . "6b") (:end . 197) (:start . 195)\n (:id . 73))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 198) (:start . 197)\n (:id . 74))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 199) (:start . 198)\n (:id . 75)))@@@1@34@((:identifiers (:sid . :s14.172) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504674@unknown@formal@none@1@S@User-defined Customization Through .mz Scripts.@(((:tag . "JJ") (:stem . "user-defined") (:form . "User-defined") (:end . 12)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "customization") (:form . "Customization")\n (:end . 26) (:start . 13) (:id . 43))\n ((:tag . "IN") (:stem . "through") (:form . "Through") (:end . 34)\n (:start . 27) (:id . 44))\n ((:tag . "NN") (:stem . ".mz") (:form . ".mz") (:end . 38) (:start . 35)\n (:id . 45))\n ((:tag . "NNS") (:stem . "script") (:form . "Scripts") (:end . 46)\n (:start . 39) (:id . 46))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 47) (:start . 46)\n (:id . 47)))@@@1@6@((:identifiers (:sid . :s14.173) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504675@unknown@formal@none@1@S@A short .mz script (a) opens each MS/MS spectrum within a given LC-MS acquisition and returns those scans that contain the phosphotyrosine immonium ion (m/z = 216).@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "short") (:form . "short") (:end . 7) (:start . 2)\n (:id . 43))\n ((:tag . "NN") (:stem . ".mz") (:form . ".mz") (:end . 11) (:start . 8)\n (:id . 44))\n ((:tag . "NN") (:stem . "script") (:form . "script") (:end . 18)\n (:start . 12) (:id . 45))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 20) (:start . 19)\n (:id . 46))\n ((:tag . "NN") (:stem . "a") (:form . "a") (:end . 21) (:start . 20)\n (:id . 47))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 22) (:start . 21)\n (:id . 48))\n ((:tag . "VBZ") (:stem . "open") (:form . "opens") (:end . 28) (:start . 23)\n (:id . 49))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 33) (:start . 29)\n (:id . 50))\n ((:tag . "NNP") (:stem . "MS/MS") (:form . "MS/MS") (:end . 39) (:start . 34)\n (:id . 51))\n ((:tag . "NN") (:stem . "spectrum") (:form . "spectrum") (:end . 48)\n (:start . 40) (:id . 52))\n ((:tag . "IN") (:stem . "within") (:form . 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"contain") (:end . 118)\n (:start . 111) (:id . 63))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 122) (:start . 119)\n (:id . 64))\n ((:tag . "NN") (:stem . "phosphotyrosine") (:form . "phosphotyrosine")\n (:end . 138) (:start . 123) (:id . 65))\n ((:tag . "NN") (:stem . "immonium") (:form . "immonium") (:end . 147)\n (:start . 139) (:id . 66))\n ((:tag . "NN") (:stem . "ion") (:form . "ion") (:end . 151) (:start . 148)\n (:id . 67))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 153) (:start . 152)\n (:id . 68))\n ((:tag . "NN") (:stem . "m/z") (:form . "m/z") (:end . 156) (:start . 153)\n (:id . 69))\n ((:tag . "SYM") (:stem . "=") (:form . "=") (:end . 158) (:start . 157)\n (:id . 70))\n ((:tag . "CD") (:stem . "216") (:form . "216") (:end . 162) (:start . 159)\n (:id . 71))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 163) (:start . 162)\n (:id . 72))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 164) (:start . 163)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s14.174) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504676@unknown@formal@none@1@S@The tab-delimited multiplierz output is readily opened in Excel and (b) a histogram view facilitates rapid evaluation of enrichment efficiency.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "tab-delimited") (:form . "tab-delimited")\n (:end . 17) (:start . 4) (:id . 43))\n ((:tag . "JJ") (:stem . "multiplierz") (:form . "multiplierz") (:end . 29)\n (:start . 18) (:id . 44))\n ((:tag . "NN") (:stem . "output") (:form . "output") (:end . 36)\n (:start . 30) (:id . 45))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 39) (:start . 37)\n (:id . 46))\n ((:tag . "RB") (:stem . "readily") (:form . "readily") (:end . 47)\n (:start . 40) (:id . 47))\n ((:tag . "VBN") (:stem . "open") (:form . "opened") (:end . 54) (:start . 48)\n (:id . 48))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 57) (:start . 55)\n (:id . 49))\n ((:tag . "NNP") (:stem . "Excel") (:form . "Excel") (:end . 63) (:start . 58)\n (:id . 50))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 67) (:start . 64)\n (:id . 51))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 69) (:start . 68)\n (:id . 52))\n ((:tag . "LS") (:stem . "b") (:form . "b") (:end . 70) (:start . 69)\n (:id . 53))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 71) (:start . 70)\n (:id . 54))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 73) (:start . 72)\n (:id . 55))\n ((:tag . "NN") (:stem . "histogram") (:form . "histogram") (:end . 83)\n (:start . 74) (:id . 56))\n ((:tag . "NN") (:stem . "view") (:form . "view") (:end . 88) (:start . 84)\n (:id . 57))\n ((:tag . "VBZ") (:stem . "facilitate") (:form . "facilitates") (:end . 100)\n (:start . 89) (:id . 58))\n ((:tag . "JJ") (:stem . "rapid") (:form . "rapid") (:end . 106)\n (:start . 101) (:id . 59))\n ((:tag . "NN") (:stem . "evaluation") (:form . "evaluation") (:end . 117)\n (:start . 107) (:id . 60))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 120) (:start . 118)\n (:id . 61))\n ((:tag . "NN") (:stem . "enrichment") (:form . "enrichment") (:end . 131)\n (:start . 121) (:id . 62))\n ((:tag . "NN") (:stem . "efficiency") (:form . "efficiency") (:end . 142)\n (:start . 132) (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 143) (:start . 142)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s14.175) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504677@unknown@formal@none@1@S@In this example, the majority of peptides in the heart of the LC gradient (~25 - 65 min.) contain phosphotyrosine residues as evidenced by the presence of an m/z = 216 immonium ion.@(((:tag . "IN") (:stem . "in") (:form . 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"=") (:end . 163) (:start . 162)\n (:id . 74))\n ((:tag . "CD") (:stem . "216") (:form . "216") (:end . 167) (:start . 164)\n (:id . 75))\n ((:tag . "NN") (:stem . "immonium") (:form . "immonium") (:end . 176)\n (:start . 168) (:id . 76))\n ((:tag . "NN") (:stem . "ion") (:form . "ion") (:end . 180) (:start . 177)\n (:id . 77))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 181) (:start . 180)\n (:id . 78)))@@@1@37@((:identifiers (:sid . :s14.176) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504678@unknown@formal@none@1@S@In a separate report we described the novel application of niobium(V) oxide (Nb2O5) for global enrichment of phosphopeptides from complex, biologically derived mixtures [23].@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 4) (:start . 3)\n (:id . 43))\n ((:tag . "JJ") (:stem . "separate") (:form . "separate") (:end . 13)\n (:start . 5) (:id . 44))\n ((:tag . "NN") (:stem . "report") (:form . "report") (:end . 20)\n (:start . 14) (:id . 45))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 23) (:start . 21)\n (:id . 46))\n ((:tag . "VBD") (:stem . "describe") (:form . "described") (:end . 33)\n (:start . 24) (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 37) (:start . 34)\n (:id . 48))\n ((:tag . "JJ") (:stem . "novel") (:form . "novel") (:end . 43) (:start . 38)\n (:id . 49))\n ((:tag . "NN") (:stem . "application") (:form . "application") (:end . 55)\n (:start . 44) (:id . 50))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 58) (:start . 56)\n (:id . 51))\n ((:tag . "CD") (:stem . "niobium(V)") (:form . "niobium(V)") (:end . 69)\n (:start . 59) (:id . 52))\n ((:tag . "NN") (:stem . "oxide") (:form . "oxide") (:end . 75) (:start . 70)\n (:id . 53))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 77) (:start . 76)\n (:id . 54))\n ((:tag . "NNP") (:stem . "Nb2O5") (:form . "Nb2O5") (:end . 82) (:start . 77)\n (:id . 55))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 83) (:start . 82)\n (:id . 56))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 87) (:start . 84)\n (:id . 57))\n ((:tag . "JJ") (:stem . "global") (:form . "global") (:end . 94)\n (:start . 88) (:id . 58))\n ((:tag . "NN") (:stem . "enrichment") (:form . "enrichment") (:end . 105)\n (:start . 95) (:id . 59))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 108) (:start . 106)\n (:id . 60))\n ((:tag . "NNS") (:stem . "phosphopeptide") (:form . "phosphopeptides")\n (:end . 124) (:start . 109) (:id . 61))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 129) (:start . 125)\n (:id . 62))\n ((:tag . "NN") (:stem . "complex") (:form . "complex") (:end . 137)\n (:start . 130) (:id . 63))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 138) (:start . 137)\n (:id . 64))\n ((:tag . "RB") (:stem . "biologically") (:form . "biologically") (:end . 151)\n (:start . 139) (:id . 65))\n ((:tag . "VBN") (:stem . "derive") (:form . "derived") (:end . 159)\n (:start . 152) (:id . 66))\n ((:tag . "NNS") (:stem . "mixture") (:form . "mixtures") (:end . 168)\n (:start . 160) (:id . 67))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 170) (:start . 169)\n (:id . 68))\n ((:tag . "CD") (:stem . "23") (:form . "23") (:end . 172) (:start . 170)\n (:id . 69))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 173) (:start . 172)\n (:id . 70))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 174) (:start . 173)\n (:id . 71)))@@@1@30@((:identifiers (:sid . :s14.177) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504679@unknown@formal@none@1@S@The "multi-detect" and "multi-filter" tools in multiplierz were used to compare phosphopeptides enriched via Nb2O5 and TiO2, (the current standard), and detected across multiple LC-MS/MS analyses.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "``") (:stem . "``") (:form . "“") (:end . 5) (:start . 4)\n (:id . 43))\n ((:tag . "JJ") (:stem . "multi-detect") (:form . "multi-detect") (:end . 17)\n (:start . 5) (:id . 44))\n ((:tag . "''") (:stem . "''") (:form . "”") (:end . 18) (:start . 17)\n (:id . 45))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 22) (:start . 19)\n (:id . 46))\n ((:tag . "``") (:stem . "``") (:form . "“") (:end . 24) (:start . 23)\n (:id . 47))\n ((:tag . "JJ") (:stem . 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"MS/MS") (:end . 58) (:start . 53)\n (:id . 48))\n ((:tag . "NNP") (:stem . "Spectra") (:form . "Spectra") (:end . 66)\n (:start . 59) (:id . 49)))@@@1@8@((:identifiers (:sid . :s14.184) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504686@unknown@formal@none@1@S@In another recent study, we optimized performance of orbitrap HCD MS/MS through systematic exploration of various instrument and post-acquisition parameters [24].@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "another") (:form . "another") (:end . 10)\n (:start . 3) (:id . 43))\n ((:tag . "JJ") (:stem . "recent") (:form . "recent") (:end . 17)\n (:start . 11) (:id . 44))\n ((:tag . "NN") (:stem . "study") (:form . "study") (:end . 23) (:start . 18)\n (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 24) (:start . 23)\n (:id . 46))\n ((:tag . "PRP") (:stem . 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(:end . 162) (:start . 161)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s14.185) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504687@unknown@formal@none@1@S@In the context of this work, we observed that high charge state (z > 2+) precursors were frequently not assigned to a peptide sequence despite an otherwise high quality fragment ion spectrum.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "context") (:form . "context") (:end . 14)\n (:start . 7) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 17) (:start . 15)\n (:id . 45))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 22) (:start . 18)\n (:id . 46))\n ((:tag . "NN") (:stem . "work") (:form . "work") (:end . 27) (:start . 23)\n (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . 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(:end . 191) (:start . 190)\n (:id . 77)))@@@1@36@((:identifiers (:sid . :s14.186) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504688@unknown@formal@none@1@S@We speculated that the presence of multiple isotope peaks per fragment ion in the high resolution Orbitrap MS/MS scans may degrade the sensitivity of the search algorithm, resulting in fewer high-confidence sequence assignments.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "speculate") (:form . "speculated") (:end . 13)\n (:start . 3) (:id . 43))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 18) (:start . 14)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 22) (:start . 19)\n (:id . 45))\n ((:tag . "NN") (:stem . "presence") (:form . "presence") (:end . 31)\n (:start . 23) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . 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(:end . 228) (:start . 227)\n (:id . 76)))@@@1@35@((:hcues ((:id . :x14.187.1) (:span 119 122))\n ((:id . :x14.187.2) (:span 3 13)))\n (:hscopes ((:id . :x14.187.1) (:span 119 170))\n ((:id . :x14.187.2) (:span 3 227)))\n (:identifiers (:sid . :s14.187) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504689@unknown@formal@none@1@S@Therefore, we generated an .mz Script (see Additional File 2) that de-isotoped [25] each fragment ion cluster and output a charge state reduced peak list for submission to Mascot.@(((:tag . "RB") (:stem . "therefore") (:form . "Therefore") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 10) (:start . 9)\n (:id . 43))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 13) (:start . 11)\n (:id . 44))\n ((:tag . "VBD") (:stem . "generate") (:form . "generated") (:end . 23)\n (:start . 14) (:id . 45))\n ((:tag . "DT") (:stem . "an") (:form . 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(:end . 179) (:start . 178)\n (:id . 76)))@@@1@35@((:identifiers (:sid . :s14.188) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504690@unknown@formal@none@1@S@A variety of parameters can be used to adjust the stringency of spectrum filtering such as maximum charge state, minimum fragment ion mass-to-charge ratio, as well as an option to remove any precursor signal that may remain in the MS/MS spectrum.@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "variety") (:form . "variety") (:end . 9)\n (:start . 2) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 12) (:start . 10)\n (:id . 44))\n ((:tag . "NNS") (:stem . "parameter") (:form . "parameters") (:end . 23)\n (:start . 13) (:id . 45))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 27) (:start . 24)\n (:id . 46))\n ((:tag . "VB") (:stem . "be") (:form . 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(:end . 199) (:start . 198)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s14.195) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504697@unknown@formal@none@1@S@In contrast, we demonstrate a strategy similar to the one described by Bondarenko et al. [27], which is deployed entirely within multiplierz: extraction of MS/MS peak lists, X!Tandem based peptide identification, and the generation of common sequences (detected in at least k out of the n RAW files being analyzed) are implemented directly from the multiplierz menu-system.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "contrast") (:form . "contrast") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 44))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 15) (:start . 13)\n (:id . 45))\n ((:tag . "VBP") (:stem . 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".") (:end . 373) (:start . 372)\n (:id . 108)))@@@1@67@((:identifiers (:sid . :s14.196) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504698@unknown@formal@none@1@S@Finally, feature extraction, quantitation, and report generation is performed via an additional mz script (see Additional File 2).@(((:tag . "RB") (:stem . "finally") (:form . "Finally") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "NN") (:stem . "feature") (:form . "feature") (:end . 16)\n (:start . 9) (:id . 44))\n ((:tag . "NN") (:stem . "extraction") (:form . "extraction") (:end . 27)\n (:start . 17) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 28) (:start . 27)\n (:id . 46))\n ((:tag . "NN") (:stem . "quantitation") (:form . "quantitation") (:end . 41)\n (:start . 29) (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . 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(:end . 130) (:start . 129)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s14.197) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504699@unknown@formal@none@1@S@Figure 8 shows an Excel-based report for label-free analysis of two standard protein mixtures (5 proteins each, containing ratios of 1:11, 1:5, 1:1, 2:1 and 5:1, respectively, and analyzed in duplicate).@(((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "CD") (:stem . "8") (:form . "8") (:end . 8) (:start . 7)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "show") (:form . "shows") (:end . 14) (:start . 9)\n (:id . 44))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 17) (:start . 15)\n (:id . 45))\n ((:tag . "JJ") (:stem . "excel-based") (:form . "Excel-based") (:end . 29)\n (:start . 18) (:id . 46))\n ((:tag . "NN") (:stem . "report") (:form . "report") (:end . 36)\n (:start . 30) (:id . 47))\n ((:tag . 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(:end . 43) (:start . 42)\n (:id . 46)))@@@1@5@((:identifiers (:sid . :s14.199) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504701@unknown@formal@none@1@S@A multiplierz Excel report provides data analytic figures of merit, including: (a) the ratio of each protein across two conditions with an embedded box plot that illustrates the distribution of feature-level ratios, where each feature is defined as a (peptide, modification, charge state) combination; (b) p-value for the significance of the ratio; (c) the number (N) of features underlying the protein quantification; (d) the ratio and embedded RIC plot (showing all RICs used to quantify the peptide - colored by sample source) from the peptide most representative of the final protein ratio; (e) "expected" field is added manually by the user based on the experimental design.@(((:tag . "DT") (:stem . "a") (:form . 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(:end . 679) (:start . 678)\n (:id . 175)))@@@1@134@((:identifiers (:sid . :s14.200) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504702@unknown@formal@none@1@S@Users may also generate associated graphs using native plotting capabilities in Excel.@(((:tag . "NNS") (:stem . "user") (:form . "Users") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 9) (:start . 6)\n (:id . 43))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 14) (:start . 10)\n (:id . 44))\n ((:tag . "VB") (:stem . "generate") (:form . "generate") (:end . 23)\n (:start . 15) (:id . 45))\n ((:tag . "VBN") (:stem . "associate") (:form . "associated") (:end . 34)\n (:start . 24) (:id . 46))\n ((:tag . "NNS") (:stem . "graph") (:form . "graphs") (:end . 41)\n (:start . 35) (:id . 47))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 47) (:start . 42)\n (:id . 48))\n ((:tag . "JJ") (:stem . "native") (:form . "native") (:end . 54)\n (:start . 48) (:id . 49))\n ((:tag . "NN") (:stem . "plotting") (:form . "plotting") (:end . 63)\n (:start . 55) (:id . 50))\n ((:tag . "NNS") (:stem . "capability") (:form . "capabilities") (:end . 76)\n (:start . 64) (:id . 51))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 79) (:start . 77)\n (:id . 52))\n ((:tag . "NNP") (:stem . "Excel") (:form . "Excel") (:end . 85) (:start . 80)\n (:id . 53))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 86) (:start . 85)\n (:id . 54)))@@@1@13@((:hcues ((:id . :x14.201.1) (:span 6 9)))\n (:hscopes ((:id . :x14.201.1) (:span 6 85)))\n (:identifiers (:sid . :s14.201) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504703@unknown@formal@none@1@S@Automated Quality Control of Mass Spectrometer Instrument Performance@(((:tag . "NNP") (:stem . "Automated") (:form . 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"Performance") (:end . 69)\n (:start . 58) (:id . 49)))@@@1@8@((:identifiers (:sid . :s14.202) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504704@unknown@formal@none@1@S@High throughput or other core-type operations designed to run in an unattended manner benefit from automated quality control assessment of platform performance.@(((:tag . "JJ") (:stem . "high") (:form . "High") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "throughput") (:form . "throughput") (:end . 15)\n (:start . 5) (:id . 43))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 18) (:start . 16)\n (:id . 44))\n ((:tag . "JJ") (:stem . "other") (:form . "other") (:end . 24) (:start . 19)\n (:id . 45))\n ((:tag . "JJ") (:stem . "core-type") (:form . "core-type") (:end . 34)\n (:start . 25) (:id . 46))\n ((:tag . "NNS") (:stem . "operation") (:form . "operations") (:end . 45)\n (:start . 35) (:id . 47))\n ((:tag . 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"quality") (:end . 116)\n (:start . 109) (:id . 58))\n ((:tag . "NN") (:stem . "control") (:form . "control") (:end . 124)\n (:start . 117) (:id . 59))\n ((:tag . "NN") (:stem . "assessment") (:form . "assessment") (:end . 135)\n (:start . 125) (:id . 60))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 138) (:start . 136)\n (:id . 61))\n ((:tag . "NN") (:stem . "platform") (:form . "platform") (:end . 147)\n (:start . 139) (:id . 62))\n ((:tag . "NN") (:stem . "performance") (:form . "performance") (:end . 159)\n (:start . 148) (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 160) (:start . 159)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s14.203) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504705@unknown@formal@none@1@S@For example, periodic confirmation of measured peptide mass accuracy is required to ensure the integrity of instrument calibration routines.@(((:tag . "IN") (:stem . 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"is") (:end . 71) (:start . 69)\n (:id . 52))\n ((:tag . "VBN") (:stem . "require") (:form . "required") (:end . 80)\n (:start . 72) (:id . 53))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 83) (:start . 81)\n (:id . 54))\n ((:tag . "VB") (:stem . "ensure") (:form . "ensure") (:end . 90)\n (:start . 84) (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 94) (:start . 91)\n (:id . 56))\n ((:tag . "NN") (:stem . "integrity") (:form . "integrity") (:end . 104)\n (:start . 95) (:id . 57))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 107) (:start . 105)\n (:id . 58))\n ((:tag . "NN") (:stem . "instrument") (:form . "instrument") (:end . 118)\n (:start . 108) (:id . 59))\n ((:tag . "NN") (:stem . "calibration") (:form . "calibration") (:end . 130)\n (:start . 119) (:id . 60))\n ((:tag . "NNS") (:stem . "routine") (:form . "routines") (:end . 139)\n (:start . 131) (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 140) (:start . 139)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s14.204) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504706@unknown@formal@none@1@S@Towards this end, we created a short .mz script (see Additional File 2), which extracts measured mass-to-charge values for a list of standard peptides from a native data file, and automatically calculates mass errors.@(((:tag . "IN") (:stem . "towards") (:form . "Towards") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 12) (:start . 8)\n (:id . 43))\n ((:tag . "NN") (:stem . "end") (:form . "end") (:end . 16) (:start . 13)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 17) (:start . 16)\n (:id . 45))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 20) (:start . 18)\n (:id . 46))\n ((:tag . "VBD") (:stem . "create") (:form . 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",") (:end . 72) (:start . 71)\n (:id . 58))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 78) (:start . 73)\n (:id . 59))\n ((:tag . "VBZ") (:stem . "extract") (:form . "extracts") (:end . 87)\n (:start . 79) (:id . 60))\n ((:tag . "VBN") (:stem . "measure") (:form . "measured") (:end . 96)\n (:start . 88) (:id . 61))\n ((:tag . "JJ") (:stem . "mass-to-charge") (:form . "mass-to-charge")\n (:end . 111) (:start . 97) (:id . 62))\n ((:tag . "NNS") (:stem . "value") (:form . "values") (:end . 118)\n (:start . 112) (:id . 63))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 122) (:start . 119)\n (:id . 64))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 124) (:start . 123)\n (:id . 65))\n ((:tag . "NN") (:stem . "list") (:form . "list") (:end . 129) (:start . 125)\n (:id . 66))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 132) (:start . 130)\n (:id . 67))\n ((:tag . "JJ") (:stem . "standard") (:form . "standard") (:end . 141)\n (:start . 133) (:id . 68))\n ((:tag . "NNS") (:stem . "peptide") (:form . "peptides") (:end . 150)\n (:start . 142) (:id . 69))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 155) (:start . 151)\n (:id . 70))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 157) (:start . 156)\n (:id . 71))\n ((:tag . "JJ") (:stem . "native") (:form . "native") (:end . 164)\n (:start . 158) (:id . 72))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 169)\n (:start . 165) (:id . 73))\n ((:tag . "NN") (:stem . "file") (:form . "file") (:end . 174) (:start . 170)\n (:id . 74))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 175) (:start . 174)\n (:id . 75))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 179) (:start . 176)\n (:id . 76))\n ((:tag . "RB") (:stem . "automatically") (:form . "automatically")\n (:end . 193) (:start . 180) (:id . 77))\n ((:tag . "VBZ") (:stem . "calculate") (:form . "calculates") (:end . 204)\n (:start . 194) (:id . 78))\n ((:tag . "NN") (:stem . "mass") (:form . "mass") (:end . 209) (:start . 205)\n (:id . 79))\n ((:tag . "NNS") (:stem . "error") (:form . "errors") (:end . 216)\n (:start . 210) (:id . 80))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 217) (:start . 216)\n (:id . 81)))@@@1@40@((:identifiers (:sid . :s14.205) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504707@unknown@formal@none@1@S@The output is a calibration report (Figure 9) that shows a reconstructed ion chromatogram and experimental mass accuracy for each standard peptide.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "output") (:form . "output") (:end . 10) (:start . 4)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 13) (:start . 11)\n (:id . 44))\n ((:tag . "DT") (:stem . "a") (:form . 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"ion") (:form . "ion") (:end . 76) (:start . 73)\n (:id . 56))\n ((:tag . "NN") (:stem . "chromatogram") (:form . "chromatogram") (:end . 89)\n (:start . 77) (:id . 57))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 93) (:start . 90)\n (:id . 58))\n ((:tag . "JJ") (:stem . "experimental") (:form . "experimental") (:end . 106)\n (:start . 94) (:id . 59))\n ((:tag . "NN") (:stem . "mass") (:form . "mass") (:end . 111) (:start . 107)\n (:id . 60))\n ((:tag . "NN") (:stem . "accuracy") (:form . "accuracy") (:end . 120)\n (:start . 112) (:id . 61))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 124) (:start . 121)\n (:id . 62))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 129) (:start . 125)\n (:id . 63))\n ((:tag . "JJ") (:stem . "standard") (:form . "standard") (:end . 138)\n (:start . 130) (:id . 64))\n ((:tag . "NN") (:stem . "peptide") (:form . "peptide") (:end . 146)\n (:start . 139) (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 147) (:start . 146)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s14.206) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504708@unknown@formal@none@1@S@The measured mass errors may be used as input for mass tolerance parameters in subsequent database search algorithms (e.g., Mascot, SEQUEST, X!Tandem, etc.) for peptide sequence identification.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "VBN") (:stem . "measure") (:form . "measured") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "mass") (:form . "mass") (:end . 17) (:start . 13)\n (:id . 44))\n ((:tag . "NNS") (:stem . "error") (:form . "errors") (:end . 24)\n (:start . 18) (:id . 45))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 28) (:start . 25)\n (:id . 46))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 31) (:start . 29)\n (:id . 47))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 36) (:start . 32)\n (:id . 48))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 39) (:start . 37)\n (:id . 49))\n ((:tag . "NN") (:stem . "input") (:form . "input") (:end . 45) (:start . 40)\n (:id . 50))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 49) (:start . 46)\n (:id . 51))\n ((:tag . "NN") (:stem . "mass") (:form . "mass") (:end . 54) (:start . 50)\n (:id . 52))\n ((:tag . "NN") (:stem . "tolerance") (:form . "tolerance") (:end . 64)\n (:start . 55) (:id . 53))\n ((:tag . "NNS") (:stem . "parameter") (:form . "parameters") (:end . 75)\n (:start . 65) (:id . 54))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 78) (:start . 76)\n (:id . 55))\n ((:tag . "JJ") (:stem . "subsequent") (:form . "subsequent") (:end . 89)\n (:start . 79) (:id . 56))\n ((:tag . "NN") (:stem . "database") (:form . "database") (:end . 98)\n (:start . 90) (:id . 57))\n ((:tag . "NN") (:stem . "search") (:form . "search") (:end . 105)\n (:start . 99) (:id . 58))\n ((:tag . "NNS") (:stem . "algorithm") (:form . "algorithms") (:end . 116)\n (:start . 106) (:id . 59))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 118) (:start . 117)\n (:id . 60))\n ((:tag . "FW") (:stem . "e.g.") (:form . "e.g.") (:end . 122) (:start . 118)\n (:id . 61))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 123) (:start . 122)\n (:id . 62))\n ((:tag . "NNP") (:stem . "Mascot") (:form . "Mascot") (:end . 130)\n (:start . 124) (:id . 63))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 131) (:start . 130)\n (:id . 64))\n ((:tag . "NNP") (:stem . "SEQUEST") (:form . "SEQUEST") (:end . 139)\n (:start . 132) (:id . 65))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 140) (:start . 139)\n (:id . 66))\n ((:tag . "NNP") (:stem . "X!Tandem") (:form . "X!Tandem") (:end . 149)\n (:start . 141) (:id . 67))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 150) (:start . 149)\n (:id . 68))\n ((:tag . "LS") (:stem . "etc.") (:form . "etc.") (:end . 155) (:start . 151)\n (:id . 69))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 156) (:start . 155)\n (:id . 70))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 160) (:start . 157)\n (:id . 71))\n ((:tag . "NN") (:stem . "peptide") (:form . "peptide") (:end . 168)\n (:start . 161) (:id . 72))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 177)\n (:start . 169) (:id . 73))\n ((:tag . "NN") (:stem . "identification") (:form . "identification")\n (:end . 192) (:start . 178) (:id . 74))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 193) (:start . 192)\n (:id . 75)))@@@1@34@((:hcues ((:id . :x14.207.1) (:span 25 28)))\n (:hscopes ((:id . :x14.207.1) (:span 0 192)))\n (:identifiers (:sid . :s14.207) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504709@unknown@formal@none@1@S@Instrument Calibration Quality Control Report.@(((:tag . "NNP") (:stem . "Instrument") (:form . "Instrument") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "Calibration") (:form . "Calibration") (:end . 22)\n (:start . 11) (:id . 43))\n ((:tag . "NNP") (:stem . "Quality") (:form . "Quality") (:end . 30)\n (:start . 23) (:id . 44))\n ((:tag . "NNP") (:stem . "Control") (:form . "Control") (:end . 38)\n (:start . 31) (:id . 45))\n ((:tag . "NNP") (:stem . "Report") (:form . "Report") (:end . 45)\n (:start . 39) (:id . 46))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 46) (:start . 45)\n (:id . 47)))@@@1@6@((:identifiers (:sid . :s14.208) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504710@unknown@formal@none@1@S@An .mz script is used to automatically generate a spreadsheet report that indicates mass errors (in ppm) for a set of standard peptides.@(((:tag . "DT") (:stem . "an") (:form . "An") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . ".mz") (:form . ".mz") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "script") (:form . "script") (:end . 13) (:start . 7)\n (:id . 44))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 16) (:start . 14)\n (:id . 45))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 21) (:start . 17)\n (:id . 46))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 24) (:start . 22)\n (:id . 47))\n ((:tag . "RB") (:stem . "automatically") (:form . "automatically")\n (:end . 38) (:start . 25) (:id . 48))\n ((:tag . "VB") (:stem . "generate") (:form . "generate") (:end . 47)\n (:start . 39) (:id . 49))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 49) (:start . 48)\n (:id . 50))\n ((:tag . "NN") (:stem . "spreadsheet") (:form . "spreadsheet") (:end . 61)\n (:start . 50) (:id . 51))\n ((:tag . "NN") (:stem . "report") (:form . "report") (:end . 68)\n (:start . 62) (:id . 52))\n ((:tag . 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"IN") (:stem . "of") (:form . "of") (:end . 117) (:start . 115)\n (:id . 64))\n ((:tag . "JJ") (:stem . "standard") (:form . "standard") (:end . 126)\n (:start . 118) (:id . 65))\n ((:tag . "NNS") (:stem . "peptide") (:form . "peptides") (:end . 135)\n (:start . 127) (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 136) (:start . 135)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s14.209) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504711@unknown@formal@none@1@S@Images of the precursor isotope distribution and reconstructed ion chromatogram are embedded within the report for rapid confirmation of mass spectrometry and chromatographic performance.@(((:tag . "NNS") (:stem . "image") (:form . "Images") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 9) (:start . 7)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . 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"within") (:end . 99)\n (:start . 93) (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 103) (:start . 100)\n (:id . 55))\n ((:tag . "NN") (:stem . "report") (:form . "report") (:end . 110)\n (:start . 104) (:id . 56))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 114) (:start . 111)\n (:id . 57))\n ((:tag . "JJ") (:stem . "rapid") (:form . "rapid") (:end . 120)\n (:start . 115) (:id . 58))\n ((:tag . "NN") (:stem . "confirmation") (:form . "confirmation") (:end . 133)\n (:start . 121) (:id . 59))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 136) (:start . 134)\n (:id . 60))\n ((:tag . "NN") (:stem . "mass") (:form . "mass") (:end . 141) (:start . 137)\n (:id . 61))\n ((:tag . "NN") (:stem . "spectrometry") (:form . "spectrometry") (:end . 154)\n (:start . 142) (:id . 62))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 158) (:start . 155)\n (:id . 63))\n ((:tag . "JJ") (:stem . "chromatographic") (:form . "chromatographic")\n (:end . 174) (:start . 159) (:id . 64))\n ((:tag . "NN") (:stem . "performance") (:form . "performance") (:end . 186)\n (:start . 175) (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 187) (:start . 186)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s14.210) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504712@unknown@formal@none@1@S@In a second application, we developed a routine for recalibration of MS/MS spectra.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 4) (:start . 3)\n (:id . 43))\n ((:tag . "JJ") (:stem . "second") (:form . "second") (:end . 11) (:start . 5)\n (:id . 44))\n ((:tag . "NN") (:stem . "application") (:form . "application") (:end . 23)\n (:start . 12) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 24) (:start . 23)\n (:id . 46))\n ((:tag . 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(:end . 83) (:start . 82)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s14.211) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504713@unknown@formal@none@1@S@It is widely recognized that increased mass accuracy provides for higher stringency searches and yields improved results [28].@(((:tag . "PRP") (:stem . "it") (:form . "It") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 5) (:start . 3)\n (:id . 43))\n ((:tag . "RB") (:stem . "widely") (:form . "widely") (:end . 12) (:start . 6)\n (:id . 44))\n ((:tag . "VBN") (:stem . "recognize") (:form . "recognized") (:end . 23)\n (:start . 13) (:id . 45))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 28) (:start . 24)\n (:id . 46))\n ((:tag . "VBN") (:stem . "increase") (:form . "increased") (:end . 38)\n (:start . 29) (:id . 47))\n ((:tag . "NN") (:stem . "mass") (:form . 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"results") (:end . 120)\n (:start . 113) (:id . 58))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 122) (:start . 121)\n (:id . 59))\n ((:tag . "CD") (:stem . "28") (:form . "28") (:end . 124) (:start . 122)\n (:id . 60))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 125) (:start . 124)\n (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 126) (:start . 125)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s14.212) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504714@unknown@formal@none@1@S@First, a given set of MS/MS spectra are searched with mass tolerance values based on the most recent mass calibration parameters.@(((:tag . "RB") (:stem . "first") (:form . "First") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 6) (:start . 5) (:id . 43))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 8) (:start . 7)\n (:id . 44))\n ((:tag . "VBN") (:stem . 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(:end . 129) (:start . 128)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s14.213) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504715@unknown@formal@none@1@S@Under these conditions we typically observe a monotonic increase in mass error as a function of fragment ion mass (Figure 10a).@(((:tag . "IN") (:stem . "under") (:form . "Under") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 11) (:start . 6)\n (:id . 43))\n ((:tag . "NNS") (:stem . "condition") (:form . "conditions") (:end . 22)\n (:start . 12) (:id . 44))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 25) (:start . 23)\n (:id . 45))\n ((:tag . "RB") (:stem . "typically") (:form . "typically") (:end . 35)\n (:start . 26) (:id . 46))\n ((:tag . "VBP") (:stem . "observe") (:form . "observe") (:end . 43)\n (:start . 36) (:id . 47))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 45) (:start . 44)\n (:id . 48))\n ((:tag . "JJ") (:stem . "monotonic") (:form . "monotonic") (:end . 55)\n (:start . 46) (:id . 49))\n ((:tag . "NN") (:stem . "increase") (:form . "increase") (:end . 64)\n (:start . 56) (:id . 50))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 67) (:start . 65)\n (:id . 51))\n ((:tag . "NN") (:stem . "mass") (:form . "mass") (:end . 72) (:start . 68)\n (:id . 52))\n ((:tag . "NN") (:stem . "error") (:form . "error") (:end . 78) (:start . 73)\n (:id . 53))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 81) (:start . 79)\n (:id . 54))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 83) (:start . 82)\n (:id . 55))\n ((:tag . "NN") (:stem . "function") (:form . "function") (:end . 92)\n (:start . 84) (:id . 56))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 95) (:start . 93)\n (:id . 57))\n ((:tag . "NN") (:stem . "fragment") (:form . "fragment") (:end . 104)\n (:start . 96) (:id . 58))\n ((:tag . "NN") (:stem . "ion") (:form . "ion") (:end . 108) (:start . 105)\n (:id . 59))\n ((:tag . "NN") (:stem . "mass") (:form . "mass") (:end . 113) (:start . 109)\n (:id . 60))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 115) (:start . 114)\n (:id . 61))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 121)\n (:start . 115) (:id . 62))\n ((:tag . "NN") (:stem . "10a") (:form . "10a") (:end . 125) (:start . 122)\n (:id . 63))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 126) (:start . 125)\n (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 127) (:start . 126)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s14.214) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504716@unknown@formal@none@1@S@A high-confidence peptide is selected from the search output, and the corresponding annotated MS/MS spectrum is used to compute the slope and intercept of the linear mass error function.@(((:tag . 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(:end . 186) (:start . 185)\n (:id . 72)))@@@1@31@((:identifiers (:sid . :s14.215) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504717@unknown@formal@none@1@S@This equation is then used to recalibrate precursor and product ion masses via an .mz script (see Additional File 2).@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "equation") (:form . "equation") (:end . 13)\n (:start . 5) (:id . 43))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 16) (:start . 14)\n (:id . 44))\n ((:tag . "RB") (:stem . "then") (:form . "then") (:end . 21) (:start . 17)\n (:id . 45))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 26) (:start . 22)\n (:id . 46))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 29) (:start . 27)\n (:id . 47))\n ((:tag . "VB") (:stem . "recalibrate") (:form . 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"see") (:form . "see") (:end . 97) (:start . 94)\n (:id . 59))\n ((:tag . "JJ") (:stem . "additional") (:form . "Additional") (:end . 108)\n (:start . 98) (:id . 60))\n ((:tag . "NNP") (:stem . "File") (:form . "File") (:end . 113) (:start . 109)\n (:id . 61))\n ((:tag . "CD") (:stem . "2") (:form . "2") (:end . 115) (:start . 114)\n (:id . 62))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 116) (:start . 115)\n (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 117) (:start . 116)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s14.216) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504718@unknown@formal@none@1@S@Finally, we re-search the newly calibrated dataset with a narrower tolerance, reducing the average mass error (Figure 10b).@(((:tag . "RB") (:stem . "finally") (:form . "Finally") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "VBP") (:stem . "re-search") (:form . "re-search") (:end . 21)\n (:start . 12) (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 25) (:start . 22)\n (:id . 46))\n ((:tag . "RB") (:stem . "newly") (:form . "newly") (:end . 31) (:start . 26)\n (:id . 47))\n ((:tag . "VBN") (:stem . "calibrate") (:form . "calibrated") (:end . 42)\n (:start . 32) (:id . 48))\n ((:tag . "NN") (:stem . "dataset") (:form . "dataset") (:end . 50)\n (:start . 43) (:id . 49))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 55) (:start . 51)\n (:id . 50))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 57) (:start . 56)\n (:id . 51))\n ((:tag . "JJR") (:stem . "narrow") (:form . "narrower") (:end . 66)\n (:start . 58) (:id . 52))\n ((:tag . "NN") (:stem . "tolerance") (:form . "tolerance") (:end . 76)\n (:start . 67) (:id . 53))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 77) (:start . 76)\n (:id . 54))\n ((:tag . "VBG") (:stem . "reduce") (:form . "reducing") (:end . 86)\n (:start . 78) (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 90) (:start . 87)\n (:id . 56))\n ((:tag . "JJ") (:stem . "average") (:form . "average") (:end . 98)\n (:start . 91) (:id . 57))\n ((:tag . "NN") (:stem . "mass") (:form . "mass") (:end . 103) (:start . 99)\n (:id . 58))\n ((:tag . "NN") (:stem . "error") (:form . "error") (:end . 109)\n (:start . 104) (:id . 59))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 111) (:start . 110)\n (:id . 60))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 117)\n (:start . 111) (:id . 61))\n ((:tag . "CD") (:stem . "10b") (:form . "10b") (:end . 121) (:start . 118)\n (:id . 62))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 122) (:start . 121)\n (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 123) (:start . 122)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s14.217) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504719@unknown@formal@none@1@S@Recalibration of Data Acquired on a Quadrupole Time-of-Flight (QTOF) Mass Spectrometer.@(((:tag . "NNP") (:stem . "Recalibration") (:form . "Recalibration")\n (:end . 13) (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 16) (:start . 14)\n (:id . 43))\n ((:tag . "NNP") (:stem . "Datum") (:form . "Data") (:end . 21) (:start . 17)\n (:id . 44))\n ((:tag . "VBN") (:stem . "acquire") (:form . "Acquired") (:end . 30)\n (:start . 22) (:id . 45))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 33) (:start . 31)\n (:id . 46))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 35) (:start . 34)\n (:id . 47))\n ((:tag . "NNP") (:stem . "Quadrupole") (:form . "Quadrupole") (:end . 46)\n (:start . 36) (:id . 48))\n ((:tag . 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(:end . 87) (:start . 86)\n (:id . 55)))@@@1@14@((:identifiers (:sid . :s14.218) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504720@unknown@formal@none@1@S@Fragment ion mass errors for the peptide ADISSDQIAAIGITNQR (based on Mascot assignment), derived from the protein glycerol kinase (a) before and (b) after recalibration.@(((:tag . "NN") (:stem . "fragment") (:form . "Fragment") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "ion") (:form . "ion") (:end . 12) (:start . 9)\n (:id . 43))\n ((:tag . "NN") (:stem . "mass") (:form . "mass") (:end . 17) (:start . 13)\n (:id . 44))\n ((:tag . "NNS") (:stem . "error") (:form . "errors") (:end . 24)\n (:start . 18) (:id . 45))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 28) (:start . 25)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 32) (:start . 29)\n (:id . 47))\n ((:tag . "NN") (:stem . "peptide") (:form . 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"b") (:end . 147) (:start . 146)\n (:id . 69))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 148) (:start . 147)\n (:id . 70))\n ((:tag . "IN") (:stem . "after") (:form . "after") (:end . 154)\n (:start . 149) (:id . 71))\n ((:tag . "NN") (:stem . "recalibration") (:form . "recalibration")\n (:end . 168) (:start . 155) (:id . 72))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 169) (:start . 168)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s14.219) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504721@unknown@formal@none@1@S@Conclusion@(((:tag . "NN") (:stem . "conclusion") (:form . "Conclusion") (:end . 10)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s14.220) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5504722@unknown@formal@none@1@S@We recognize that some aspects of our proposal diverge from current efforts to establish community standards in proteomics.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "recognize") (:form . "recognize") (:end . 12)\n (:start . 3) (:id . 43))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 17) (:start . 13)\n (:id . 44))\n ((:tag . "DT") (:stem . "some") (:form . "some") (:end . 22) (:start . 18)\n (:id . 45))\n ((:tag . "NNS") (:stem . "aspect") (:form . "aspects") (:end . 30)\n (:start . 23) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 33) (:start . 31)\n (:id . 47))\n ((:tag . "PRP$") (:stem . "our") (:form . 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"in") (:end . 111) (:start . 109)\n (:id . 58))\n ((:tag . "NNS") (:stem . "proteomic") (:form . "proteomics") (:end . 122)\n (:start . 112) (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 123) (:start . 122)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s14.221) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504723@unknown@formal@none@1@S@For example, the use of mzAPI within multiplierz to provide direct access to binary mass spectrometry files does not rely on XML-based surrogate files.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "example") (:form . "example") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 16) (:start . 13)\n (:id . 45))\n ((:tag . "NN") (:stem . "use") (:form . 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(:end . 151) (:start . 150)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s14.222) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504724@unknown@formal@none@1@S@We note however, that the two strategies are not mutually exclusive; that is, support for mzXML [9], or the recently described mzML [29] can be readily incorporated into mzAPI.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "note") (:form . "note") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "RB") (:stem . "however") (:form . "however") (:end . 15)\n (:start . 8) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 16) (:start . 15)\n (:id . 45))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 21) (:start . 17)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 25) (:start . 22)\n (:id . 47))\n ((:tag . "CD") (:stem . "two") (:form . 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(:end . 176) (:start . 175)\n (:id . 79)))@@@1@38@((:hcues ((:id . :x14.223.1) (:span 137 140)))\n (:hscopes ((:id . :x14.223.1) (:span 78 175)))\n (:identifiers (:sid . :s14.223) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504725@unknown@formal@none@1@S@Similarly, output from multiplierz can be readily formatted in pepXML [12].@(((:tag . "RB") (:stem . "similarly") (:form . "Similarly") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 10) (:start . 9)\n (:id . 43))\n ((:tag . "NN") (:stem . "output") (:form . "output") (:end . 17)\n (:start . 11) (:id . 44))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 22) (:start . 18)\n (:id . 45))\n ((:tag . "NN") (:stem . "multiplierz") (:form . "multiplierz") (:end . 34)\n (:start . 23) (:id . 46))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 38) (:start . 35)\n (:id . 47))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 41) (:start . 39)\n (:id . 48))\n ((:tag . "RB") (:stem . "readily") (:form . "readily") (:end . 49)\n (:start . 42) (:id . 49))\n ((:tag . "VBN") (:stem . "format") (:form . "formatted") (:end . 59)\n (:start . 50) (:id . 50))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 62) (:start . 60)\n (:id . 51))\n ((:tag . "NN") (:stem . "pepxml") (:form . "pepXML") (:end . 69)\n (:start . 63) (:id . 52))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 71) (:start . 70)\n (:id . 53))\n ((:tag . "CD") (:stem . "12") (:form . "12") (:end . 73) (:start . 71)\n (:id . 54))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 74) (:start . 73)\n (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 75) (:start . 74)\n (:id . 56)))@@@1@15@((:hcues ((:id . :x14.224.1) (:span 35 38)))\n (:hscopes ((:id . :x14.224.1) (:span 11 69)))\n (:identifiers (:sid . :s14.224) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504726@unknown@formal@none@1@S@In addition, recent discussions focused on data sharing in proteomics suggest that standards may evolve beyond XML-based formats [30,31].@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "addition") (:form . "addition") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 44))\n ((:tag . "JJ") (:stem . "recent") (:form . "recent") (:end . 19)\n (:start . 13) (:id . 45))\n ((:tag . "NNS") (:stem . "discussion") (:form . "discussions") (:end . 31)\n (:start . 20) (:id . 46))\n ((:tag . "VBN") (:stem . "focus") (:form . 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(:end . 137) (:start . 136)\n (:id . 64)))@@@1@23@((:hcues ((:id . :x14.225.1) (:span 93 96)) ((:id . :x14.225.2) (:span 70 77)))\n (:hscopes ((:id . :x14.225.1) (:span 93 128))\n ((:id . :x14.225.2) (:span 70 128)))\n (:identifiers (:sid . :s14.225) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504727@unknown@formal@none@1@S@Equally important, the emergence of translation layers such as cygwin [32] and Wine [33], continue to blur inter-platform boundaries, such that software solutions amenable to the widest audience may eclipse those based largely on platform independence.@(((:tag . "RB") (:stem . "equally") (:form . "Equally") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "JJ") (:stem . "important") (:form . "important") (:end . 17)\n (:start . 8) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 18) (:start . 17)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . 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"audience") (:end . 194)\n (:start . 186) (:id . 76))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 198) (:start . 195)\n (:id . 77))\n ((:tag . "VB") (:stem . "eclipse") (:form . "eclipse") (:end . 206)\n (:start . 199) (:id . 78))\n ((:tag . "DT") (:stem . "those") (:form . "those") (:end . 212)\n (:start . 207) (:id . 79))\n ((:tag . "VBN") (:stem . "base") (:form . "based") (:end . 218)\n (:start . 213) (:id . 80))\n ((:tag . "RB") (:stem . "largely") (:form . "largely") (:end . 226)\n (:start . 219) (:id . 81))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 229) (:start . 227)\n (:id . 82))\n ((:tag . "NN") (:stem . "platform") (:form . "platform") (:end . 238)\n (:start . 230) (:id . 83))\n ((:tag . "NN") (:stem . "independence") (:form . "independence") (:end . 251)\n (:start . 239) (:id . 84))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 252) (:start . 251)\n (:id . 85)))@@@1@44@((:hcues ((:id . :x14.226.1) (:span 195 198)))\n (:hscopes ((:id . :x14.226.1) (:span 195 251)))\n (:identifiers (:sid . :s14.226) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504728@unknown@formal@none@1@S@In fact, our use of Microsoft Excel as the default report output for multiplierz is one such example.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "fact") (:form . "fact") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 44))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 12) (:start . 9)\n (:id . 45))\n ((:tag . "NN") (:stem . "use") (:form . "use") (:end . 16) (:start . 13)\n (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 19) (:start . 17)\n (:id . 47))\n ((:tag . "NNP") (:stem . "Microsoft") (:form . 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"•") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "License") (:form . "License") (:end . 9)\n (:start . 2) (:id . 43))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 10) (:start . 9)\n (:id . 44))\n ((:tag . "JJ") (:stem . "open") (:form . "open") (:end . 15) (:start . 11)\n (:id . 45))\n ((:tag . "NN") (:stem . "source") (:form . "source") (:end . 22)\n (:start . 16) (:id . 46))\n ((:tag . "IN") (:stem . "under") (:form . "under") (:end . 28) (:start . 23)\n (:id . 47))\n ((:tag . "NNP") (:stem . "LGPL") (:form . "LGPL") (:end . 33) (:start . 29)\n (:id . 48)))@@@1@7@((:identifiers (:sid . :s14.237) (:did . :pmc2774704) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504739@unknown@formal@none@1@S@(PS)2-v2: template-based protein structure prediction server@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "PS)2-v2") (:form . 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"Abstract") (:end . 8)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s15.2) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5504741@unknown@formal@none@1@S@Background@(((:tag . "NN") (:stem . "background") (:form . "Background") (:end . 10)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s15.3) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504742@unknown@formal@none@1@S@Template selection and target-template alignment are critical steps for template-based modeling (TBM) methods.@(((:tag . "NNP") (:stem . "Template") (:form . "Template") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "selection") (:form . "selection") (:end . 18)\n (:start . 9) (:id . 43))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 22) (:start . 19)\n (:id . 44))\n ((:tag . "JJ") (:stem . 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")") (:end . 101) (:start . 100)\n (:id . 55))\n ((:tag . "NNS") (:stem . "method") (:form . "methods") (:end . 109)\n (:start . 102) (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 110) (:start . 109)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s15.4) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504743@unknown@formal@none@1@S@To identify the template for the twilight zone of 15~25% sequence similarity between targets and templates is still difficulty for template-based protein structure prediction.@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VB") (:stem . "identify") (:form . "identify") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 15) (:start . 12)\n (:id . 44))\n ((:tag . "NN") (:stem . "template") (:form . "template") (:end . 24)\n (:start . 16) (:id . 45))\n ((:tag . "IN") (:stem . 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"prediction") (:end . 174)\n (:start . 164) (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 175) (:start . 174)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s15.5) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504744@unknown@formal@none@1@S@This study presents the (PS)2-v2 server, based on our original server with numerous enhancements and modifications, to improve reliability and applicability.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "study") (:form . "study") (:end . 10) (:start . 5)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "present") (:form . "presents") (:end . 19)\n (:start . 11) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 23) (:start . 20)\n (:id . 45))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 25) (:start . 24)\n (:id . 46))\n ((:tag . "JJ") (:stem . "PS)2-v2") (:form . 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(:end . 157) (:start . 156)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s15.6) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504745@unknown@formal@none@1@S@Results@(((:tag . "NNS") (:stem . "result") (:form . "Results") (:end . 7)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s15.7) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504746@unknown@formal@none@1@S@To detect homologous proteins with remote similarity, the (PS)2-v2 server utilizes the S2A2 matrix, which is a 60 × 60 substitution matrix using the secondary structure propensities of 20 amino acids, and the position-specific sequence profile (PSSM) generated by PSI-BLAST.@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VB") (:stem . "detect") (:form . "detect") (:end . 9) (:start . 3)\n (:id . 43))\n ((:tag . 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"generated") (:end . 260)\n (:start . 251) (:id . 85))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 263) (:start . 261)\n (:id . 86))\n ((:tag . "NN") (:stem . "psi-blast") (:form . "PSI-BLAST") (:end . 273)\n (:start . 264) (:id . 87))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 274) (:start . 273)\n (:id . 88)))@@@1@47@((:identifiers (:sid . :s15.8) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504747@unknown@formal@none@1@S@In addition, our server uses multiple templates and multiple models to build and assess models.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "addition") (:form . "addition") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 44))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 16) (:start . 13)\n (:id . 45))\n ((:tag . "NN") (:stem . 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"assess") (:end . 87)\n (:start . 81) (:id . 56))\n ((:tag . "NNS") (:stem . "model") (:form . "models") (:end . 94)\n (:start . 88) (:id . 57))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 95) (:start . 94)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s15.9) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504748@unknown@formal@none@1@S@Our method was evaluated on the Lindahl benchmark for fold recognition and ProSup benchmark for sequence alignment.@(((:tag . "PRP$") (:stem . "our") (:form . "Our") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "method") (:form . "method") (:end . 10) (:start . 4)\n (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 14) (:start . 11)\n (:id . 44))\n ((:tag . "VBN") (:stem . "evaluate") (:form . "evaluated") (:end . 24)\n (:start . 15) (:id . 45))\n ((:tag . "IN") (:stem . "on") (:form . 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(:end . 172) (:start . 171)\n (:id . 64)))@@@1@23@((:hcues ((:id . :x15.11.1) (:span 19 33)))\n (:hscopes ((:id . :x15.11.1) (:span 19 171)))\n (:identifiers (:sid . :s15.11) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504750@unknown@formal@none@1@S@Finally, we tested our method using the 154 TBM targets of the CASP8 (Critical Assessment of Techniques for Protein Structure Prediction) dataset.@(((:tag . "RB") (:stem . "finally") (:form . "Finally") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "VBD") (:stem . "test") (:form . "tested") (:end . 18) (:start . 12)\n (:id . 45))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 22) (:start . 19)\n (:id . 46))\n ((:tag . "NN") (:stem . "method") (:form . 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"Assessment") (:form . "Assessment") (:end . 89)\n (:start . 79) (:id . 58))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 92) (:start . 90)\n (:id . 59))\n ((:tag . "NNP") (:stem . "Technique") (:form . "Techniques") (:end . 103)\n (:start . 93) (:id . 60))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 107) (:start . 104)\n (:id . 61))\n ((:tag . "NNP") (:stem . "Protein") (:form . "Protein") (:end . 115)\n (:start . 108) (:id . 62))\n ((:tag . "NNP") (:stem . "Structure") (:form . "Structure") (:end . 125)\n (:start . 116) (:id . 63))\n ((:tag . "NNP") (:stem . "Prediction") (:form . "Prediction") (:end . 136)\n (:start . 126) (:id . 64))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 137) (:start . 136)\n (:id . 65))\n ((:tag . "NN") (:stem . "dataset") (:form . "dataset") (:end . 145)\n (:start . 138) (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 146) (:start . 145)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s15.12) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504751@unknown@formal@none@1@S@Experimental results show that (PS)2-v2 is ranked 6th among 72 severs and is faster than the top-rank five serves, which utilize ab initio methods.@(((:tag . "JJ") (:stem . "experimental") (:form . "Experimental") (:end . 12)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "result") (:form . "results") (:end . 20)\n (:start . 13) (:id . 43))\n ((:tag . "VBP") (:stem . "show") (:form . "show") (:end . 25) (:start . 21)\n (:id . 44))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 30) (:start . 26)\n (:id . 45))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 32) (:start . 31)\n (:id . 46))\n ((:tag . "NNP") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 39)\n (:start . 32) (:id . 47))\n ((:tag . "VBZ") (:stem . "be") (:form . 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(:end . 147) (:start . 146)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s15.13) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504752@unknown@formal@none@1@S@Conclusion@(((:tag . "NN") (:stem . "conclusion") (:form . "Conclusion") (:end . 10)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s15.14) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504753@unknown@formal@none@1@S@Experimental results demonstrate that (PS)2-v2 with the S2A2 matrix is useful for template selections and target-template alignments by blending the amino acid and structural propensities.@(((:tag . "JJ") (:stem . "experimental") (:form . "Experimental") (:end . 12)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "result") (:form . "results") (:end . 20)\n (:start . 13) (:id . 43))\n ((:tag . "VBP") (:stem . "demonstrate") (:form . 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(:end . 153) (:start . 152)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s15.16) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504755@unknown@formal@none@1@S@We believe that this server is useful in structure prediction and modeling, especially in detecting homologous templates with sequence similarity in the twilight zone.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "believe") (:form . "believe") (:end . 10)\n (:start . 3) (:id . 43))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 15) (:start . 11)\n (:id . 44))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 20) (:start . 16)\n (:id . 45))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 27)\n (:start . 21) (:id . 46))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 30) (:start . 28)\n (:id . 47))\n ((:tag . "JJ") (:stem . "useful") (:form . 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(:end . 167) (:start . 166)\n (:id . 67)))@@@1@26@((:hcues ((:id . :x15.17.1) (:span 3 10)))\n (:hscopes ((:id . :x15.17.1) (:span 3 166)))\n (:identifiers (:sid . :s15.17) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504756@unknown@formal@none@1@S@Background@(((:tag . "NN") (:stem . "background") (:form . "Background") (:end . 10)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s15.18) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5504757@unknown@formal@none@1@S@For template-based modeling (TBM) and fold recognition methods, a prediction model can be built based on the coordinates of the appropriate template(s) [1].@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "template-based") (:form . "template-based")\n (:end . 18) (:start . 4) (:id . 43))\n ((:tag . 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"JJ") (:stem . "appropriate") (:form . "appropriate") (:end . 139)\n (:start . 128) (:id . 65))\n ((:tag . "NN") (:stem . "template(s)") (:form . "template(s)") (:end . 151)\n (:start . 140) (:id . 66))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 153) (:start . 152)\n (:id . 67))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 154) (:start . 153)\n (:id . 68))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 155) (:start . 154)\n (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 156) (:start . 155)\n (:id . 70)))@@@1@29@((:hcues ((:id . :x15.19.1) (:span 83 86)))\n (:hscopes ((:id . :x15.19.1) (:span 64 151)))\n (:identifiers (:sid . :s15.19) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504758@unknown@formal@none@1@S@These approaches generally involve four steps: 1) a representative protein structure database is searched to identify a template that is structurally similar to the protein target; 2) an alignment between the target and the template is generated that should align equivalent residues together as in the case of a structural alignment; 3) a prediction structure of the target is built based on the alignment and the selected template structure, and 4) model quality evaluation.@(((:tag . "DT") (:stem . "these") (:form . "These") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "approach") (:form . 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"template") (:end . 432)\n (:start . 424) (:id . 115))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 442)\n (:start . 433) (:id . 116))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 443) (:start . 442)\n (:id . 117))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 447) (:start . 444)\n (:id . 118))\n ((:tag . "CD") (:stem . "4") (:form . "4") (:end . 449) (:start . 448)\n (:id . 119))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 450) (:start . 449)\n (:id . 120))\n ((:tag . "NN") (:stem . "model") (:form . "model") (:end . 456)\n (:start . 451) (:id . 121))\n ((:tag . "NN") (:stem . "quality") (:form . "quality") (:end . 464)\n (:start . 457) (:id . 122))\n ((:tag . "NN") (:stem . "evaluation") (:form . "evaluation") (:end . 475)\n (:start . 465) (:id . 123))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 476) (:start . 475)\n (:id . 124)))@@@1@83@((:hcues ((:id . :x15.20.1) (:span 251 257)))\n (:hscopes ((:id . :x15.20.1) (:span 251 333)))\n (:identifiers (:sid . :s15.20) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504759@unknown@formal@none@1@S@The first two steps significantly affect the quality of the final model prediction in TBM methods.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "first") (:form . "first") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 13) (:start . 10)\n (:id . 44))\n ((:tag . "NNS") (:stem . "step") (:form . "steps") (:end . 19) (:start . 14)\n (:id . 45))\n ((:tag . "RB") (:stem . "significantly") (:form . "significantly")\n (:end . 33) (:start . 20) (:id . 46))\n ((:tag . "VBP") (:stem . "affect") (:form . "affect") (:end . 40)\n (:start . 34) (:id . 47))\n ((:tag . 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(:end . 98) (:start . 97)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s15.21) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504760@unknown@formal@none@1@S@The secondary structure of a protein is often more conserved than the amino acid sequence, and the prediction accuracy of the secondary structure has been achieved ~80% on average.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "secondary") (:form . "secondary") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 23)\n (:start . 14) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 26) (:start . 24)\n (:id . 45))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 28) (:start . 27)\n (:id . 46))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 36)\n (:start . 29) (:id . 47))\n ((:tag . "VBZ") (:stem . 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"for") (:form . "for") (:end . 200) (:start . 197)\n (:id . 75))\n ((:tag . "JJ") (:stem . "automated") (:form . "automated") (:end . 210)\n (:start . 201) (:id . 76))\n ((:tag . "JJ") (:stem . "comparative") (:form . "comparative") (:end . 222)\n (:start . 211) (:id . 77))\n ((:tag . "NN") (:stem . "modeling") (:form . "modeling") (:end . 231)\n (:start . 223) (:id . 78))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 233) (:start . 232)\n (:id . 79))\n ((:tag . "CD") (:stem . "2-6") (:form . "2-6") (:end . 236) (:start . 233)\n (:id . 80))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 237) (:start . 236)\n (:id . 81))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 241) (:start . 238)\n (:id . 82))\n ((:tag . "JJ") (:stem . "fold") (:form . "fold") (:end . 246) (:start . 242)\n (:id . 83))\n ((:tag . "NN") (:stem . "recognition") (:form . "recognition") (:end . 258)\n (:start . 247) (:id . 84))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 260) (:start . 259)\n (:id . 85))\n ((:tag . "NN") (:stem . "7-12") (:form . "7-12") (:end . 264) (:start . 260)\n (:id . 86))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 265) (:start . 264)\n (:id . 87))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 266) (:start . 265)\n (:id . 88)))@@@1@47@((:identifiers (:sid . :s15.23) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504762@unknown@formal@none@1@S@These methods often used two separated substitution matrices [9,10,13] to score secondary structures and primary amino acids, respectively, for aligning a residue pair.@(((:tag . "DT") (:stem . "these") (:form . "These") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "method") (:form . "methods") (:end . 13)\n (:start . 6) (:id . 43))\n ((:tag . "RB") (:stem . "often") (:form . "often") (:end . 19) (:start . 14)\n (:id . 44))\n ((:tag . "VBD") (:stem . "use") (:form . "used") (:end . 24) (:start . 20)\n (:id . 45))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 28) (:start . 25)\n (:id . 46))\n ((:tag . "VBN") (:stem . "separate") (:form . "separated") (:end . 38)\n (:start . 29) (:id . 47))\n ((:tag . "NN") (:stem . "substitution") (:form . "substitution") (:end . 51)\n (:start . 39) (:id . 48))\n ((:tag . "NNS") (:stem . "matrix") (:form . "matrices") (:end . 60)\n (:start . 52) (:id . 49))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 62) (:start . 61)\n (:id . 50))\n ((:tag . "CD") (:stem . "9,10,13") (:form . "9,10,13") (:end . 69)\n (:start . 62) (:id . 51))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 70) (:start . 69)\n (:id . 52))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 73) (:start . 71)\n (:id . 53))\n ((:tag . "VB") (:stem . "score") (:form . "score") (:end . 79) (:start . 74)\n (:id . 54))\n ((:tag . "JJ") (:stem . "secondary") (:form . "secondary") (:end . 89)\n (:start . 80) (:id . 55))\n ((:tag . "NNS") (:stem . "structure") (:form . "structures") (:end . 100)\n (:start . 90) (:id . 56))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 104) (:start . 101)\n (:id . 57))\n ((:tag . "JJ") (:stem . "primary") (:form . "primary") (:end . 112)\n (:start . 105) (:id . 58))\n ((:tag . "JJ") (:stem . "amino") (:form . "amino") (:end . 118)\n (:start . 113) (:id . 59))\n ((:tag . "NNS") (:stem . "acid") (:form . "acids") (:end . 124)\n (:start . 119) (:id . 60))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 125) (:start . 124)\n (:id . 61))\n ((:tag . "RB") (:stem . "respectively") (:form . "respectively") (:end . 138)\n (:start . 126) (:id . 62))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 139) (:start . 138)\n (:id . 63))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 143) (:start . 140)\n (:id . 64))\n ((:tag . "VBG") (:stem . "align") (:form . "aligning") (:end . 152)\n (:start . 144) (:id . 65))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 154) (:start . 153)\n (:id . 66))\n ((:tag . "JJ") (:stem . "residue") (:form . "residue") (:end . 162)\n (:start . 155) (:id . 67))\n ((:tag . "NN") (:stem . "pair") (:form . "pair") (:end . 167) (:start . 163)\n (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 168) (:start . 167)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s15.24) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504763@unknown@formal@none@1@S@The separated matrices are unable to reflect the real score because the amino acid type often prefers to a specific secondary structure.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "separated") (:form . "separated") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "NNS") (:stem . "matrix") (:form . "matrices") (:end . 22)\n (:start . 14) (:id . 44))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 26) (:start . 23)\n (:id . 45))\n ((:tag . "JJ") (:stem . "unable") (:form . "unable") (:end . 33)\n (:start . 27) (:id . 46))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 36) (:start . 34)\n (:id . 47))\n ((:tag . "VB") (:stem . "reflect") (:form . "reflect") (:end . 44)\n (:start . 37) (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 48) (:start . 45)\n (:id . 49))\n ((:tag . "JJ") (:stem . "real") (:form . "real") (:end . 53) (:start . 49)\n (:id . 50))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 59) (:start . 54)\n (:id . 51))\n ((:tag . "IN") (:stem . "because") (:form . "because") (:end . 67)\n (:start . 60) (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 71) (:start . 68)\n (:id . 53))\n ((:tag . "JJ") (:stem . "amino") (:form . "amino") (:end . 77) (:start . 72)\n (:id . 54))\n ((:tag . "NN") (:stem . "acid") (:form . "acid") (:end . 82) (:start . 78)\n (:id . 55))\n ((:tag . "NN") (:stem . "type") (:form . "type") (:end . 87) (:start . 83)\n (:id . 56))\n ((:tag . "RB") (:stem . "often") (:form . "often") (:end . 93) (:start . 88)\n (:id . 57))\n ((:tag . "VBZ") (:stem . "prefer") (:form . "prefers") (:end . 101)\n (:start . 94) (:id . 58))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 104) (:start . 102)\n (:id . 59))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 106) (:start . 105)\n (:id . 60))\n ((:tag . "JJ") (:stem . "specific") (:form . "specific") (:end . 115)\n (:start . 107) (:id . 61))\n ((:tag . "JJ") (:stem . "secondary") (:form . "secondary") (:end . 125)\n (:start . 116) (:id . 62))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 135)\n (:start . 126) (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 136) (:start . 135)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s15.25) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504764@unknown@formal@none@1@S@Here, we have developed a substitution matrix, called S2A2, which considers the properties of the secondary structures and amino acid types.@(((:tag . "RB") (:stem . "here") (:form . "Here") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 5) (:start . 4) (:id . 43))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 8) (:start . 6)\n (:id . 44))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 13) (:start . 9)\n (:id . 45))\n ((:tag . "VBN") (:stem . "develop") (:form . "developed") (:end . 23)\n (:start . 14) (:id . 46))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 25) (:start . 24)\n (:id . 47))\n ((:tag . "NN") (:stem . "substitution") (:form . "substitution") (:end . 38)\n (:start . 26) (:id . 48))\n ((:tag . "NN") (:stem . "matrix") (:form . "matrix") (:end . 45)\n (:start . 39) (:id . 49))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 46) (:start . 45)\n (:id . 50))\n ((:tag . "VBN") (:stem . "call") (:form . "called") (:end . 53) (:start . 47)\n (:id . 51))\n ((:tag . "NN") (:stem . "s2a2") (:form . "S2A2") (:end . 58) (:start . 54)\n (:id . 52))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 59) (:start . 58)\n (:id . 53))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 65) (:start . 60)\n (:id . 54))\n ((:tag . "VBZ") (:stem . "consider") (:form . "considers") (:end . 75)\n (:start . 66) (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 79) (:start . 76)\n (:id . 56))\n ((:tag . "NNS") (:stem . "property") (:form . "properties") (:end . 90)\n (:start . 80) (:id . 57))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 93) (:start . 91)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 97) (:start . 94)\n (:id . 59))\n ((:tag . "JJ") (:stem . "secondary") (:form . "secondary") (:end . 107)\n (:start . 98) (:id . 60))\n ((:tag . "NNS") (:stem . "structure") (:form . "structures") (:end . 118)\n (:start . 108) (:id . 61))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 122) (:start . 119)\n (:id . 62))\n ((:tag . "JJ") (:stem . "amino") (:form . "amino") (:end . 128)\n (:start . 123) (:id . 63))\n ((:tag . "NN") (:stem . "acid") (:form . "acid") (:end . 133) (:start . 129)\n (:id . 64))\n ((:tag . "NNS") (:stem . "type") (:form . "types") (:end . 139)\n (:start . 134) (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 140) (:start . 139)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s15.26) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504765@unknown@formal@none@1@S@The S2A2 is a 60 × 60 matrix that considers all possible pair combination of 20 amino acid types and three secondary structure elements.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "s2a2") (:form . "S2A2") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 13) (:start . 12)\n (:id . 45))\n ((:tag . "CD") (:stem . "60") (:form . "60") (:end . 16) (:start . 14)\n (:id . 46))\n ((:tag . "NN") (:stem . "×") (:form . "×") (:end . 18) (:start . 17)\n (:id . 47))\n ((:tag . "CD") (:stem . "60") (:form . "60") (:end . 21) (:start . 19)\n (:id . 48))\n ((:tag . "NN") (:stem . "matrix") (:form . "matrix") (:end . 28)\n (:start . 22) (:id . 49))\n ((:tag . "WDT") (:stem . "that") (:form . "that") (:end . 33) (:start . 29)\n (:id . 50))\n ((:tag . "VBZ") (:stem . "consider") (:form . "considers") (:end . 43)\n (:start . 34) (:id . 51))\n ((:tag . "DT") (:stem . "all") (:form . "all") (:end . 47) (:start . 44)\n (:id . 52))\n ((:tag . "JJ") (:stem . "possible") (:form . "possible") (:end . 56)\n (:start . 48) (:id . 53))\n ((:tag . "NN") (:stem . "pair") (:form . "pair") (:end . 61) (:start . 57)\n (:id . 54))\n ((:tag . "NN") (:stem . "combination") (:form . "combination") (:end . 73)\n (:start . 62) (:id . 55))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 76) (:start . 74)\n (:id . 56))\n ((:tag . "CD") (:stem . "20") (:form . "20") (:end . 79) (:start . 77)\n (:id . 57))\n ((:tag . "NN") (:stem . "amino") (:form . "amino") (:end . 85) (:start . 80)\n (:id . 58))\n ((:tag . "NN") (:stem . "acid") (:form . "acid") (:end . 90) (:start . 86)\n (:id . 59))\n ((:tag . "NNS") (:stem . "type") (:form . "types") (:end . 96) (:start . 91)\n (:id . 60))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 100) (:start . 97)\n (:id . 61))\n ((:tag . "CD") (:stem . "three") (:form . "three") (:end . 106)\n (:start . 101) (:id . 62))\n ((:tag . "JJ") (:stem . "secondary") (:form . "secondary") (:end . 116)\n (:start . 107) (:id . 63))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 126)\n (:start . 117) (:id . 64))\n ((:tag . "NNS") (:stem . "element") (:form . "elements") (:end . 135)\n (:start . 127) (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 136) (:start . 135)\n (:id . 66)))@@@1@25@((:hcues ((:id . :x15.27.1) (:span 48 56)))\n (:hscopes ((:id . :x15.27.1) (:span 48 135)))\n (:identifiers (:sid . :s15.27) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504766@unknown@formal@none@1@S@This matrix was evaluated on the Lindahl benchmark [14] for fold recognition and the ProSup benchmark [15] for alignment accuracies.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "matrix") (:form . "matrix") (:end . 11) (:start . 5)\n (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 15) (:start . 12)\n (:id . 44))\n ((:tag . "VBN") (:stem . "evaluate") (:form . "evaluated") (:end . 25)\n (:start . 16) (:id . 45))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 28) (:start . 26)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 32) (:start . 29)\n (:id . 47))\n ((:tag . "NNP") (:stem . "Lindahl") (:form . "Lindahl") (:end . 40)\n (:start . 33) (:id . 48))\n ((:tag . "NN") (:stem . "benchmark") (:form . "benchmark") (:end . 50)\n (:start . 41) (:id . 49))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 52) (:start . 51)\n (:id . 50))\n ((:tag . "CD") (:stem . "14") (:form . "14") (:end . 54) (:start . 52)\n (:id . 51))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 55) (:start . 54)\n (:id . 52))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 59) (:start . 56)\n (:id . 53))\n ((:tag . "JJ") (:stem . "fold") (:form . "fold") (:end . 64) (:start . 60)\n (:id . 54))\n ((:tag . "NN") (:stem . "recognition") (:form . "recognition") (:end . 76)\n (:start . 65) (:id . 55))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 80) (:start . 77)\n (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 84) (:start . 81)\n (:id . 57))\n ((:tag . "NNP") (:stem . "ProSup") (:form . "ProSup") (:end . 91)\n (:start . 85) (:id . 58))\n ((:tag . "NN") (:stem . "benchmark") (:form . "benchmark") (:end . 101)\n (:start . 92) (:id . 59))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 103) (:start . 102)\n (:id . 60))\n ((:tag . "CD") (:stem . "15") (:form . "15") (:end . 105) (:start . 103)\n (:id . 61))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 106) (:start . 105)\n (:id . 62))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 110) (:start . 107)\n (:id . 63))\n ((:tag . "NN") (:stem . "alignment") (:form . "alignment") (:end . 120)\n (:start . 111) (:id . 64))\n ((:tag . "NNS") (:stem . "accuracy") (:form . "accuracies") (:end . 131)\n (:start . 121) (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 132) (:start . 131)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s15.28) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504767@unknown@formal@none@1@S@According to these evaluation results, the S2A2 matrix has higher accuracy than position specific scoring matrix (PSSM) generated by PSI-BLAST and prof_sim for fold recognition and sequence alignments.@(((:tag . "VBG") (:stem . "accord") (:form . "According") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 12) (:start . 10)\n (:id . 43))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 18) (:start . 13)\n (:id . 44))\n ((:tag . "NN") (:stem . "evaluation") (:form . "evaluation") (:end . 29)\n (:start . 19) (:id . 45))\n ((:tag . "NNS") (:stem . "result") (:form . "results") (:end . 37)\n (:start . 30) (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 38) (:start . 37)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 42) (:start . 39)\n (:id . 48))\n ((:tag . "NN") (:stem . "s2a2") (:form . "S2A2") (:end . 47) (:start . 43)\n (:id . 49))\n ((:tag . "NN") (:stem . "matrix") (:form . "matrix") (:end . 54)\n (:start . 48) (:id . 50))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 58) (:start . 55)\n (:id . 51))\n ((:tag . "JJR") (:stem . "high") (:form . "higher") (:end . 65) (:start . 59)\n (:id . 52))\n ((:tag . "NN") (:stem . "accuracy") (:form . "accuracy") (:end . 74)\n (:start . 66) (:id . 53))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 79) (:start . 75)\n (:id . 54))\n ((:tag . "NN") (:stem . "position") (:form . "position") (:end . 88)\n (:start . 80) (:id . 55))\n ((:tag . "JJ") (:stem . "specific") (:form . "specific") (:end . 97)\n (:start . 89) (:id . 56))\n ((:tag . "VBG") (:stem . "score") (:form . "scoring") (:end . 105)\n (:start . 98) (:id . 57))\n ((:tag . "NN") (:stem . "matrix") (:form . "matrix") (:end . 112)\n (:start . 106) (:id . 58))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 114) (:start . 113)\n (:id . 59))\n ((:tag . "NNP") (:stem . "PSSM") (:form . "PSSM") (:end . 118) (:start . 114)\n (:id . 60))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 119) (:start . 118)\n (:id . 61))\n ((:tag . "VBN") (:stem . "generate") (:form . "generated") (:end . 129)\n (:start . 120) (:id . 62))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 132) (:start . 130)\n (:id . 63))\n ((:tag . "NN") (:stem . "psi-blast") (:form . "PSI-BLAST") (:end . 142)\n (:start . 133) (:id . 64))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 146) (:start . 143)\n (:id . 65))\n ((:tag . "NN") (:stem . "prof_sim") (:form . "prof_sim") (:end . 155)\n (:start . 147) (:id . 66))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 159) (:start . 156)\n (:id . 67))\n ((:tag . "JJ") (:stem . "fold") (:form . "fold") (:end . 164) (:start . 160)\n (:id . 68))\n ((:tag . "NN") (:stem . "recognition") (:form . "recognition") (:end . 176)\n (:start . 165) (:id . 69))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 180) (:start . 177)\n (:id . 70))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 189)\n (:start . 181) (:id . 71))\n ((:tag . "NNS") (:stem . "alignment") (:form . "alignments") (:end . 200)\n (:start . 190) (:id . 72))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 201) (:start . 200)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s15.29) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504768@unknown@formal@none@1@S@By integrating the S2A2 matrix and PSSM, each having a unique scoring mechanism, the (PS)2-v2 server blends the sequence profile and secondary structure information so that they work cooperatively.@(((:tag . "IN") (:stem . "by") (:form . "By") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBG") (:stem . "integrate") (:form . "integrating") (:end . 14)\n (:start . 3) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 18) (:start . 15)\n (:id . 44))\n ((:tag . "NN") (:stem . "s2a2") (:form . "S2A2") (:end . 23) (:start . 19)\n (:id . 45))\n ((:tag . "NN") (:stem . "matrix") (:form . "matrix") (:end . 30)\n (:start . 24) (:id . 46))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 34) (:start . 31)\n (:id . 47))\n ((:tag . "NNP") (:stem . "PSSM") (:form . "PSSM") (:end . 39) (:start . 35)\n (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 40) (:start . 39)\n (:id . 49))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 45) (:start . 41)\n (:id . 50))\n ((:tag . "VBG") (:stem . "have") (:form . "having") (:end . 52) (:start . 46)\n (:id . 51))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 54) (:start . 53)\n (:id . 52))\n ((:tag . "JJ") (:stem . "unique") (:form . "unique") (:end . 61)\n (:start . 55) (:id . 53))\n ((:tag . "NN") (:stem . "scoring") (:form . "scoring") (:end . 69)\n (:start . 62) (:id . 54))\n ((:tag . "NN") (:stem . "mechanism") (:form . "mechanism") (:end . 79)\n (:start . 70) (:id . 55))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 80) (:start . 79)\n (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 84) (:start . 81)\n (:id . 57))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 86) (:start . 85)\n (:id . 58))\n ((:tag . "JJ") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 93)\n (:start . 86) (:id . 59))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 100)\n (:start . 94) (:id . 60))\n ((:tag . "VBZ") (:stem . "blend") (:form . "blends") (:end . 107)\n (:start . 101) (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 111) (:start . 108)\n (:id . 62))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 120)\n (:start . 112) (:id . 63))\n ((:tag . "NN") (:stem . "profile") (:form . "profile") (:end . 128)\n (:start . 121) (:id . 64))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 132) (:start . 129)\n (:id . 65))\n ((:tag . "JJ") (:stem . "secondary") (:form . "secondary") (:end . 142)\n (:start . 133) (:id . 66))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 152)\n (:start . 143) (:id . 67))\n ((:tag . "NN") (:stem . "information") (:form . "information") (:end . 164)\n (:start . 153) (:id . 68))\n ((:tag . "IN") (:stem . "so") (:form . "so") (:end . 167) (:start . 165)\n (:id . 69))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 172) (:start . 168)\n (:id . 70))\n ((:tag . "PRP") (:stem . "they") (:form . "they") (:end . 177) (:start . 173)\n (:id . 71))\n ((:tag . "VBP") (:stem . "work") (:form . "work") (:end . 182) (:start . 178)\n (:id . 72))\n ((:tag . "RB") (:stem . "cooperatively") (:form . "cooperatively")\n (:end . 196) (:start . 183) (:id . 73))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 197) (:start . 196)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s15.30) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504769@unknown@formal@none@1@S@Numerous enhancements and modifications were applied to original (PS)2 servers (namely (PS)2-original) [16] and (PS)2-CASP8 [17] which participates the CASP8 experiment, thereby improving the reliability and applicability of the method.@(((:tag . "JJ") (:stem . "numerous") (:form . "Numerous") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "enhancement") (:form . "enhancements") (:end . 21)\n (:start . 9) (:id . 43))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 25) (:start . 22)\n (:id . 44))\n ((:tag . "NNS") (:stem . "modification") (:form . "modifications")\n (:end . 39) (:start . 26) (:id . 45))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 44) (:start . 40)\n (:id . 46))\n ((:tag . "VBN") (:stem . "apply") (:form . "applied") (:end . 52)\n (:start . 45) (:id . 47))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 55) (:start . 53)\n (:id . 48))\n ((:tag . "JJ") (:stem . "original") (:form . "original") (:end . 64)\n (:start . 56) (:id . 49))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 66) (:start . 65)\n (:id . 50))\n ((:tag . "JJ") (:stem . "PS)2") (:form . "PS)2") (:end . 70) (:start . 66)\n (:id . 51))\n ((:tag . "NNS") (:stem . "server") (:form . "servers") (:end . 78)\n (:start . 71) (:id . 52))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 80) (:start . 79)\n (:id . 53))\n ((:tag . "RB") (:stem . "namely") (:form . "namely") (:end . 86)\n (:start . 80) (:id . 54))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 88) (:start . 87)\n (:id . 55))\n ((:tag . "NNP") (:stem . "PS)2-original") (:form . "PS)2-original")\n (:end . 101) (:start . 88) (:id . 56))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 102) (:start . 101)\n (:id . 57))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 104) (:start . 103)\n (:id . 58))\n ((:tag . "CD") (:stem . "16") (:form . "16") (:end . 106) (:start . 104)\n (:id . 59))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 107) (:start . 106)\n (:id . 60))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 111) (:start . 108)\n (:id . 61))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 113) (:start . 112)\n (:id . 62))\n ((:tag . "NNP") (:stem . "PS)2-CASP8") (:form . 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"thereby") (:end . 177)\n (:start . 170) (:id . 73))\n ((:tag . "VBG") (:stem . "improve") (:form . "improving") (:end . 187)\n (:start . 178) (:id . 74))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 191) (:start . 188)\n (:id . 75))\n ((:tag . "NN") (:stem . "reliability") (:form . "reliability") (:end . 203)\n (:start . 192) (:id . 76))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 207) (:start . 204)\n (:id . 77))\n ((:tag . "NN") (:stem . "applicability") (:form . "applicability")\n (:end . 221) (:start . 208) (:id . 78))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 224) (:start . 222)\n (:id . 79))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 228) (:start . 225)\n (:id . 80))\n ((:tag . "NN") (:stem . "method") (:form . "method") (:end . 235)\n (:start . 229) (:id . 81))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 236) (:start . 235)\n (:id . 82)))@@@1@41@((:identifiers (:sid . :s15.31) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504770@unknown@formal@none@1@S@There are four main differences in methodology between the present server ((PS)2-v2) and our previous works (Table 1).@(((:tag . "EX") (:stem . "there") (:form . "There") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 9) (:start . 6)\n (:id . 43))\n ((:tag . "CD") (:stem . "four") (:form . "four") (:end . 14) (:start . 10)\n (:id . 44))\n ((:tag . "JJ") (:stem . "main") (:form . "main") (:end . 19) (:start . 15)\n (:id . 45))\n ((:tag . "NNS") (:stem . "difference") (:form . "differences") (:end . 31)\n (:start . 20) (:id . 46))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 34) (:start . 32)\n (:id . 47))\n ((:tag . "NN") (:stem . "methodology") (:form . "methodology") (:end . 46)\n (:start . 35) (:id . 48))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 54)\n (:start . 47) (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 58) (:start . 55)\n (:id . 50))\n ((:tag . "JJ") (:stem . "present") (:form . "present") (:end . 66)\n (:start . 59) (:id . 51))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 73)\n (:start . 67) (:id . 52))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 75) (:start . 74)\n (:id . 53))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 76) (:start . 75)\n (:id . 54))\n ((:tag . "NN") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 83)\n (:start . 76) (:id . 55))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 84) (:start . 83)\n (:id . 56))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 88) (:start . 85)\n (:id . 57))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 92) (:start . 89)\n (:id . 58))\n ((:tag . "JJ") (:stem . "previous") (:form . "previous") (:end . 101)\n (:start . 93) (:id . 59))\n ((:tag . "NNS") (:stem . "work") (:form . "works") (:end . 107)\n (:start . 102) (:id . 60))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 109) (:start . 108)\n (:id . 61))\n ((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 114)\n (:start . 109) (:id . 62))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 116) (:start . 115)\n (:id . 63))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 117) (:start . 116)\n (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 118) (:start . 117)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s15.32) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504771@unknown@formal@none@1@S@First, (PS)2-v2 integrates S2A2 matrix and PSSM for the template selection and the target-template alignment to replace a consensus strategy applied in the (PS)2-original server.@(((:tag . "RB") (:stem . "first") (:form . "First") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 6) (:start . 5) (:id . 43))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 8) (:start . 7) (:id . 44))\n ((:tag . "NNP") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 15)\n (:start . 8) (:id . 45))\n ((:tag . "VBZ") (:stem . "integrate") (:form . "integrates") (:end . 26)\n (:start . 16) (:id . 46))\n ((:tag . "NN") (:stem . "s2a2") (:form . "S2A2") (:end . 31) (:start . 27)\n (:id . 47))\n ((:tag . "NN") (:stem . "matrix") (:form . "matrix") (:end . 38)\n (:start . 32) (:id . 48))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 42) (:start . 39)\n (:id . 49))\n ((:tag . "NN") (:stem . "pssm") (:form . "PSSM") (:end . 47) (:start . 43)\n (:id . 50))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 51) (:start . 48)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 55) (:start . 52)\n (:id . 52))\n ((:tag . "NN") (:stem . "template") (:form . "template") (:end . 64)\n (:start . 56) (:id . 53))\n ((:tag . "NN") (:stem . "selection") (:form . "selection") (:end . 74)\n (:start . 65) (:id . 54))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 78) (:start . 75)\n (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 82) (:start . 79)\n (:id . 56))\n ((:tag . "JJ") (:stem . "target-template") (:form . "target-template")\n (:end . 98) (:start . 83) (:id . 57))\n ((:tag . "NN") (:stem . "alignment") (:form . "alignment") (:end . 108)\n (:start . 99) (:id . 58))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 111) (:start . 109)\n (:id . 59))\n ((:tag . "VB") (:stem . "replace") (:form . "replace") (:end . 119)\n (:start . 112) (:id . 60))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 121) (:start . 120)\n (:id . 61))\n ((:tag . "NN") (:stem . "consensus") (:form . "consensus") (:end . 131)\n (:start . 122) (:id . 62))\n ((:tag . "NN") (:stem . "strategy") (:form . "strategy") (:end . 140)\n (:start . 132) (:id . 63))\n ((:tag . "VBN") (:stem . "apply") (:form . "applied") (:end . 148)\n (:start . 141) (:id . 64))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 151) (:start . 149)\n (:id . 65))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 155) (:start . 152)\n (:id . 66))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 157) (:start . 156)\n (:id . 67))\n ((:tag . "NNP") (:stem . "PS)2-original") (:form . "PS)2-original")\n (:end . 170) (:start . 157) (:id . 68))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 177)\n (:start . 171) (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 178) (:start . 177)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s15.33) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504772@unknown@formal@none@1@S@Second, we modified the SSEARCH [18] search method to replace the PSI-BLAST search method and Smith-Waterman algorithm applied in the (PS)2-original server and (PS)2-CASP8, respectively.@(((:tag . "RB") (:stem . "second") (:form . "Second") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 7) (:start . 6) (:id . 43))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 10) (:start . 8)\n (:id . 44))\n ((:tag . "VBD") (:stem . "modify") (:form . "modified") (:end . 19)\n (:start . 11) (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 23) (:start . 20)\n (:id . 46))\n ((:tag . "NNP") (:stem . "SSEARCH") (:form . "SSEARCH") (:end . 31)\n (:start . 24) (:id . 47))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 33) (:start . 32)\n (:id . 48))\n ((:tag . "CD") (:stem . "18") (:form . "18") (:end . 35) (:start . 33)\n (:id . 49))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 36) (:start . 35)\n (:id . 50))\n ((:tag . "NN") (:stem . "search") (:form . "search") (:end . 43)\n (:start . 37) (:id . 51))\n ((:tag . "NN") (:stem . "method") (:form . "method") (:end . 50)\n (:start . 44) (:id . 52))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 53) (:start . 51)\n (:id . 53))\n ((:tag . "VB") (:stem . "replace") (:form . "replace") (:end . 61)\n (:start . 54) (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 65) (:start . 62)\n (:id . 55))\n ((:tag . "NN") (:stem . "psi-blast") (:form . "PSI-BLAST") (:end . 75)\n (:start . 66) (:id . 56))\n ((:tag . "NN") (:stem . "search") (:form . "search") (:end . 82)\n (:start . 76) (:id . 57))\n ((:tag . "NN") (:stem . "method") (:form . "method") (:end . 89)\n (:start . 83) (:id . 58))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 93) (:start . 90)\n (:id . 59))\n ((:tag . "NNP") (:stem . "Smith-Waterman") (:form . "Smith-Waterman")\n (:end . 108) (:start . 94) (:id . 60))\n ((:tag . "NN") (:stem . "algorithm") (:form . "algorithm") (:end . 118)\n (:start . 109) (:id . 61))\n ((:tag . "VBD") (:stem . "apply") (:form . "applied") (:end . 126)\n (:start . 119) (:id . 62))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 129) (:start . 127)\n (:id . 63))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 133) (:start . 130)\n (:id . 64))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 135) (:start . 134)\n (:id . 65))\n ((:tag . "NNP") (:stem . "PS)2-original") (:form . "PS)2-original")\n (:end . 148) (:start . 135) (:id . 66))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 155)\n (:start . 149) (:id . 67))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 159) (:start . 156)\n (:id . 68))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 161) (:start . 160)\n (:id . 69))\n ((:tag . "NNP") (:stem . "PS)2-CASP8") (:form . "PS)2-CASP8") (:end . 171)\n (:start . 161) (:id . 70))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 172) (:start . 171)\n (:id . 71))\n ((:tag . "RB") (:stem . "respectively") (:form . "respectively") (:end . 185)\n (:start . 173) (:id . 72))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 186) (:start . 185)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s15.34) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504773@unknown@formal@none@1@S@Third, (PS)2-v2 utilized a new multiple template method for modeling different domains of the target sequence.@(((:tag . "JJ") (:stem . "third") (:form . "Third") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 6) (:start . 5) (:id . 43))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 8) (:start . 7) (:id . 44))\n ((:tag . "NNP") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 15)\n (:start . 8) (:id . 45))\n ((:tag . "VBD") (:stem . "utilize") (:form . "utilized") (:end . 24)\n (:start . 16) (:id . 46))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 26) (:start . 25)\n (:id . 47))\n ((:tag . "JJ") (:stem . "new") (:form . "new") (:end . 30) (:start . 27)\n (:id . 48))\n ((:tag . "JJ") (:stem . "multiple") (:form . "multiple") (:end . 39)\n (:start . 31) (:id . 49))\n ((:tag . "NN") (:stem . "template") (:form . "template") (:end . 48)\n (:start . 40) (:id . 50))\n ((:tag . "NN") (:stem . "method") (:form . "method") (:end . 55)\n (:start . 49) (:id . 51))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 59) (:start . 56)\n (:id . 52))\n ((:tag . "VBG") (:stem . "model") (:form . "modeling") (:end . 68)\n (:start . 60) (:id . 53))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 78)\n (:start . 69) (:id . 54))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 86)\n (:start . 79) (:id . 55))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 89) (:start . 87)\n (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 93) (:start . 90)\n (:id . 57))\n ((:tag . "NN") (:stem . "target") (:form . "target") (:end . 100)\n (:start . 94) (:id . 58))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 109)\n (:start . 101) (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 110) (:start . 109)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s15.35) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504774@unknown@formal@none@1@S@Finally, (PS)2-v2 added a multiple model strategy and utilized ProQ [19] to assess and select the final model.@(((:tag . "RB") (:stem . "finally") (:form . "Finally") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . 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(:end . 110) (:start . 109)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s15.36) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504775@unknown@formal@none@1@S@We have assessed the prediction accuracy of the (PS)2-v2 server based on the 154 TBM targets of the CASP8 dataset.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "VBN") (:stem . "assess") (:form . "assessed") (:end . 16)\n (:start . 8) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 20) (:start . 17)\n (:id . 45))\n ((:tag . "NN") (:stem . "prediction") (:form . "prediction") (:end . 31)\n (:start . 21) (:id . 46))\n ((:tag . "NN") (:stem . "accuracy") (:form . "accuracy") (:end . 40)\n (:start . 32) (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . 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"the") (:end . 235) (:start . 232)\n (:id . 73))\n ((:tag . "NN") (:stem . "template") (:form . "template") (:end . 244)\n (:start . 236) (:id . 74))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 248) (:start . 245)\n (:id . 75))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 252) (:start . 249)\n (:id . 76))\n ((:tag . "NN") (:stem . "target") (:form . "target") (:end . 259)\n (:start . 253) (:id . 77))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 262) (:start . 260)\n (:id . 78))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 265) (:start . 263)\n (:id . 79))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 269) (:start . 266)\n (:id . 80))\n ((:tag . "JJ") (:stem . "twilight") (:form . "twilight") (:end . 278)\n (:start . 270) (:id . 81))\n ((:tag . "NN") (:stem . "zone") (:form . "zone") (:end . 283) (:start . 279)\n (:id . 82))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 284) (:start . 283)\n (:id . 83)))@@@1@42@((:identifiers (:sid . :s15.38) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504777@unknown@formal@none@1@S@The essential differences of (PS)2-original, (PS)2-CASP8 and (PS)2-v2@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "essential") (:form . "essential") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "NNS") (:stem . "difference") (:form . "differences") (:end . 25)\n (:start . 14) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 28) (:start . 26)\n (:id . 45))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 30) (:start . 29)\n (:id . 46))\n ((:tag . "NNP") (:stem . "PS)2-original") (:form . "PS)2-original")\n (:end . 43) (:start . 30) (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 44) (:start . 43)\n (:id . 48))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 46) (:start . 45)\n (:id . 49))\n ((:tag . "NNP") (:stem . "PS)2-CASP8") (:form . "PS)2-CASP8") (:end . 56)\n (:start . 46) (:id . 50))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 60) (:start . 57)\n (:id . 51))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 62) (:start . 61)\n (:id . 52))\n ((:tag . "NNP") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 69)\n (:start . 62) (:id . 53)))@@@1@12@((:identifiers (:sid . :s15.39) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|TableLegend|)))@oe@9-2-2011 5504778@unknown@formal@none@1@S@Methods@(((:tag . "NNS") (:stem . "method") (:form . "Methods") (:end . 7)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s15.40) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5504779@unknown@formal@none@1@S@Figures 1 and 2 show the framework of the (PS)2-v2 server for protein structure prediction.@(((:tag . "NNS") (:stem . "figure") (:form . "Figures") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 9) (:start . 8)\n (:id . 43))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 13) (:start . 10)\n (:id . 44))\n ((:tag . "CD") (:stem . "2") (:form . "2") (:end . 15) (:start . 14)\n (:id . 45))\n ((:tag . "VBP") (:stem . "show") (:form . "show") (:end . 20) (:start . 16)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 24) (:start . 21)\n (:id . 47))\n ((:tag . "NN") (:stem . "framework") (:form . "framework") (:end . 34)\n (:start . 25) (:id . 48))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 37) (:start . 35)\n (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 41) (:start . 38)\n (:id . 50))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 43) (:start . 42)\n (:id . 51))\n ((:tag . "JJ") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 50)\n (:start . 43) (:id . 52))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 57)\n (:start . 51) (:id . 53))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 61) (:start . 58)\n (:id . 54))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 69)\n (:start . 62) (:id . 55))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 79)\n (:start . 70) (:id . 56))\n ((:tag . "NN") (:stem . "prediction") (:form . "prediction") (:end . 90)\n (:start . 80) (:id . 57))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 91) (:start . 90)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s15.41) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504780@unknown@formal@none@1@S@(PS)2-v2 uses the S2A2 matrix and the PSSM for the template selection and the target-template alignment.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 8)\n (:start . 1) (:id . 43))\n ((:tag . "VBZ") (:stem . "use") (:form . "uses") (:end . 13) (:start . 9)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 17) (:start . 14)\n (:id . 45))\n ((:tag . "NN") (:stem . "s2a2") (:form . "S2A2") (:end . 22) (:start . 18)\n (:id . 46))\n ((:tag . "NN") (:stem . "matrix") (:form . "matrix") (:end . 29)\n (:start . 23) (:id . 47))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 33) (:start . 30)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 37) (:start . 34)\n (:id . 49))\n ((:tag . "NN") (:stem . "pssm") (:form . "PSSM") (:end . 42) (:start . 38)\n (:id . 50))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 46) (:start . 43)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 50) (:start . 47)\n (:id . 52))\n ((:tag . "NN") (:stem . "template") (:form . "template") (:end . 59)\n (:start . 51) (:id . 53))\n ((:tag . "NN") (:stem . "selection") (:form . "selection") (:end . 69)\n (:start . 60) (:id . 54))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 73) (:start . 70)\n (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 77) (:start . 74)\n (:id . 56))\n ((:tag . "JJ") (:stem . "target-template") (:form . "target-template")\n (:end . 93) (:start . 78) (:id . 57))\n ((:tag . "NN") (:stem . "alignment") (:form . "alignment") (:end . 103)\n (:start . 94) (:id . 58))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 104) (:start . 103)\n (:id . 59)))@@@1@18@((:identifiers (:sid . :s15.42) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504781@unknown@formal@none@1@S@(PS)2-v2 first applied the query sequence to generate a PSSM by running three iterations of PSI-BLAST against a non-redundant sequence UniRef90 [20] with an E-value cutoff of 0.001.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 8)\n (:start . 1) (:id . 43))\n ((:tag . "RB") (:stem . "first") (:form . "first") (:end . 14) (:start . 9)\n (:id . 44))\n ((:tag . "VBD") (:stem . "apply") (:form . "applied") (:end . 22)\n (:start . 15) (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 26) (:start . 23)\n (:id . 46))\n ((:tag . "NN") (:stem . "query") (:form . "query") (:end . 32) (:start . 27)\n (:id . 47))\n ((:tag . "NN") (:stem . 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"an") (:end . 156) (:start . 154)\n (:id . 68))\n ((:tag . "NN") (:stem . "e-value") (:form . "E-value") (:end . 164)\n (:start . 157) (:id . 69))\n ((:tag . "NN") (:stem . "cutoff") (:form . "cutoff") (:end . 171)\n (:start . 165) (:id . 70))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 174) (:start . 172)\n (:id . 71))\n ((:tag . "CD") (:stem . "0.001") (:form . "0.001") (:end . 180)\n (:start . 175) (:id . 72))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 181) (:start . 180)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s15.43) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504782@unknown@formal@none@1@S@The PSSM was then used as the input for the PSIPRED [21] tool to predict the secondary structure of this query.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "PSSM") (:form . "PSSM") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 12) (:start . 9)\n (:id . 44))\n ((:tag . "RB") (:stem . "then") (:form . "then") (:end . 17) (:start . 13)\n (:id . 45))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 22) (:start . 18)\n (:id . 46))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 25) (:start . 23)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 29) (:start . 26)\n (:id . 48))\n ((:tag . "NN") (:stem . "input") (:form . "input") (:end . 35) (:start . 30)\n (:id . 49))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 39) (:start . 36)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 43) (:start . 40)\n (:id . 51))\n ((:tag . "VBN") (:stem . "psipred") (:form . "PSIPRED") (:end . 51)\n (:start . 44) (:id . 52))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 53) (:start . 52)\n (:id . 53))\n ((:tag . "CD") (:stem . "21") (:form . "21") (:end . 55) (:start . 53)\n (:id . 54))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 56) (:start . 55)\n (:id . 55))\n ((:tag . "NN") (:stem . "tool") (:form . "tool") (:end . 61) (:start . 57)\n (:id . 56))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 64) (:start . 62)\n (:id . 57))\n ((:tag . "VB") (:stem . "predict") (:form . "predict") (:end . 72)\n (:start . 65) (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 76) (:start . 73)\n (:id . 59))\n ((:tag . "JJ") (:stem . "secondary") (:form . "secondary") (:end . 86)\n (:start . 77) (:id . 60))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 96)\n (:start . 87) (:id . 61))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 99) (:start . 97)\n (:id . 62))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 104) (:start . 100)\n (:id . 63))\n ((:tag . "NN") (:stem . "query") (:form . "query") (:end . 110)\n (:start . 105) (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 111) (:start . 110)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s15.44) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504783@unknown@formal@none@1@S@We then modified the SSEARCH [18] search method, using the S2A2 matrix and the PSSM as the scoring matrices, to identify the template(s) from the protein structure library, and to generate the target-template alignment(s).@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "RB") (:stem . "then") (:form . "then") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "VBD") (:stem . "modify") (:form . "modified") (:end . 16)\n (:start . 8) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 20) (:start . 17)\n (:id . 45))\n ((:tag . "NNP") (:stem . "SSEARCH") (:form . "SSEARCH") (:end . 28)\n (:start . 21) (:id . 46))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 30) (:start . 29)\n (:id . 47))\n ((:tag . "CD") (:stem . "18") (:form . "18") (:end . 32) (:start . 30)\n (:id . 48))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 33) (:start . 32)\n (:id . 49))\n ((:tag . "NN") (:stem . "search") (:form . "search") (:end . 40)\n (:start . 34) (:id . 50))\n ((:tag . "NN") (:stem . "method") (:form . "method") (:end . 47)\n (:start . 41) (:id . 51))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 48) (:start . 47)\n (:id . 52))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 54) (:start . 49)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 58) (:start . 55)\n (:id . 54))\n ((:tag . "NN") (:stem . "s2a2") (:form . "S2A2") (:end . 63) (:start . 59)\n (:id . 55))\n ((:tag . "NN") (:stem . "matrix") (:form . "matrix") (:end . 70)\n (:start . 64) (:id . 56))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 74) (:start . 71)\n (:id . 57))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 78) (:start . 75)\n (:id . 58))\n ((:tag . "NN") (:stem . "pssm") (:form . "PSSM") (:end . 83) (:start . 79)\n (:id . 59))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 86) (:start . 84)\n (:id . 60))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 90) (:start . 87)\n (:id . 61))\n ((:tag . "NN") (:stem . "scoring") (:form . "scoring") (:end . 98)\n (:start . 91) (:id . 62))\n ((:tag . "NNS") (:stem . "matrix") (:form . "matrices") (:end . 107)\n (:start . 99) (:id . 63))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 108) (:start . 107)\n (:id . 64))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 111) (:start . 109)\n (:id . 65))\n ((:tag . "VB") (:stem . "identify") (:form . "identify") (:end . 120)\n (:start . 112) (:id . 66))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 124) (:start . 121)\n (:id . 67))\n ((:tag . "NN") (:stem . "template(s)") (:form . "template(s)") (:end . 136)\n (:start . 125) (:id . 68))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 141) (:start . 137)\n (:id . 69))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 145) (:start . 142)\n (:id . 70))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 153)\n (:start . 146) (:id . 71))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 163)\n (:start . 154) (:id . 72))\n ((:tag . "NN") (:stem . "library") (:form . "library") (:end . 171)\n (:start . 164) (:id . 73))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 172) (:start . 171)\n (:id . 74))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 176) (:start . 173)\n (:id . 75))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 179) (:start . 177)\n (:id . 76))\n ((:tag . "VB") (:stem . "generate") (:form . "generate") (:end . 188)\n (:start . 180) (:id . 77))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 192) (:start . 189)\n (:id . 78))\n ((:tag . "JJ") (:stem . "target-template") (:form . "target-template")\n (:end . 208) (:start . 193) (:id . 79))\n ((:tag . "JJ") (:stem . "alignment(s)") (:form . "alignment(s)") (:end . 221)\n (:start . 209) (:id . 80))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 222) (:start . 221)\n (:id . 81)))@@@1@40@((:identifiers (:sid . :s15.45) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504784@unknown@formal@none@1@S@The library consists of 20,982 non-redundant structures (April, 2008) selected from protein data bank (PDB) [22].@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "library") (:form . "library") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "VBZ") (:stem . "consist") (:form . "consists") (:end . 20)\n (:start . 12) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 23) (:start . 21)\n (:id . 45))\n ((:tag . "CD") (:stem . "20,982") (:form . "20,982") (:end . 30)\n (:start . 24) (:id . 46))\n ((:tag . "JJ") (:stem . "non-redundant") (:form . "non-redundant")\n (:end . 44) (:start . 31) (:id . 47))\n ((:tag . "NNS") (:stem . "structure") (:form . "structures") (:end . 55)\n (:start . 45) (:id . 48))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 57) (:start . 56)\n (:id . 49))\n ((:tag . "NNP") (:stem . "April") (:form . "April") (:end . 62) (:start . 57)\n (:id . 50))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 63) (:start . 62)\n (:id . 51))\n ((:tag . "CD") (:stem . "2008") (:form . "2008") (:end . 68) (:start . 64)\n (:id . 52))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 69) (:start . 68)\n (:id . 53))\n ((:tag . "VBN") (:stem . "select") (:form . "selected") (:end . 78)\n (:start . 70) (:id . 54))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 83) (:start . 79)\n (:id . 55))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 91)\n (:start . 84) (:id . 56))\n ((:tag . "NNS") (:stem . "datum") (:form . "data") (:end . 96) (:start . 92)\n (:id . 57))\n ((:tag . "NN") (:stem . "bank") (:form . "bank") (:end . 101) (:start . 97)\n (:id . 58))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 103) (:start . 102)\n (:id . 59))\n ((:tag . "NNP") (:stem . "PDB") (:form . "PDB") (:end . 106) (:start . 103)\n (:id . 60))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 107) (:start . 106)\n (:id . 61))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 109) (:start . 108)\n (:id . 62))\n ((:tag . "CD") (:stem . "22") (:form . "22") (:end . 111) (:start . 109)\n (:id . 63))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 112) (:start . 111)\n (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 113) (:start . 112)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s15.46) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504785@unknown@formal@none@1@S@The secondary structures of each structure in the library were assigned using DSSP [23].@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "secondary") (:form . "secondary") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "NNS") (:stem . "structure") (:form . "structures") (:end . 24)\n (:start . 14) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 27) (:start . 25)\n (:id . 45))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 32) (:start . 28)\n (:id . 46))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 42)\n (:start . 33) (:id . 47))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 45) (:start . 43)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 49) (:start . 46)\n (:id . 49))\n ((:tag . "NN") (:stem . "library") (:form . "library") (:end . 57)\n (:start . 50) (:id . 50))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 62) (:start . 58)\n (:id . 51))\n ((:tag . "VBN") (:stem . "assign") (:form . "assigned") (:end . 71)\n (:start . 63) (:id . 52))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 77) (:start . 72)\n (:id . 53))\n ((:tag . "NNP") (:stem . "DSSP") (:form . "DSSP") (:end . 82) (:start . 78)\n (:id . 54))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 84) (:start . 83)\n (:id . 55))\n ((:tag . "CD") (:stem . "23") (:form . "23") (:end . 86) (:start . 84)\n (:id . 56))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 87) (:start . 86)\n (:id . 57))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 88) (:start . 87)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s15.47) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504786@unknown@formal@none@1@S@Based on various target-template alignments of top-ranking 5 selected templates, (PS)2-v2 generates 30 protein structures using MODELLER [24].@(((:tag . "VBN") (:stem . "base") (:form . "Based") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 8) (:start . 6)\n (:id . 43))\n ((:tag . "JJ") (:stem . "various") (:form . "various") (:end . 16)\n (:start . 9) (:id . 44))\n ((:tag . "JJ") (:stem . "target-template") (:form . "target-template")\n (:end . 32) (:start . 17) (:id . 45))\n ((:tag . "NNS") (:stem . "alignment") (:form . "alignments") (:end . 43)\n (:start . 33) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 46) (:start . 44)\n (:id . 47))\n ((:tag . "JJ") (:stem . "top-ranking") (:form . "top-ranking") (:end . 58)\n (:start . 47) (:id . 48))\n ((:tag . "CD") (:stem . "5") (:form . "5") (:end . 60) (:start . 59)\n (:id . 49))\n ((:tag . "VBN") (:stem . "select") (:form . "selected") (:end . 69)\n (:start . 61) (:id . 50))\n ((:tag . "NNS") (:stem . "template") (:form . "templates") (:end . 79)\n (:start . 70) (:id . 51))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 80) (:start . 79)\n (:id . 52))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 82) (:start . 81)\n (:id . 53))\n ((:tag . "NNP") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 89)\n (:start . 82) (:id . 54))\n ((:tag . "VBZ") (:stem . "generate") (:form . "generates") (:end . 99)\n (:start . 90) (:id . 55))\n ((:tag . "CD") (:stem . "30") (:form . "30") (:end . 102) (:start . 100)\n (:id . 56))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 110)\n (:start . 103) (:id . 57))\n ((:tag . "NNS") (:stem . "structure") (:form . "structures") (:end . 121)\n (:start . 111) (:id . 58))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 127) (:start . 122)\n (:id . 59))\n ((:tag . "NNP") (:stem . "MODELLER") (:form . "MODELLER") (:end . 136)\n (:start . 128) (:id . 60))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 138) (:start . 137)\n (:id . 61))\n ((:tag . "CD") (:stem . "24") (:form . "24") (:end . 140) (:start . 138)\n (:id . 62))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 141) (:start . 140)\n (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 142) (:start . 141)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s15.48) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504787@unknown@formal@none@1@S@Finally, the program ProQ was used to evaluate these models and to select the final model for the target.@(((:tag . "RB") (:stem . "finally") (:form . "Finally") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 12) (:start . 9)\n (:id . 44))\n ((:tag . "NN") (:stem . "program") (:form . "program") (:end . 20)\n (:start . 13) (:id . 45))\n ((:tag . "NNP") (:stem . "ProQ") (:form . "ProQ") (:end . 25) (:start . 21)\n (:id . 46))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 29) (:start . 26)\n (:id . 47))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 34) (:start . 30)\n (:id . 48))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 37) (:start . 35)\n (:id . 49))\n ((:tag . "VB") (:stem . "evaluate") (:form . "evaluate") (:end . 46)\n (:start . 38) (:id . 50))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 52) (:start . 47)\n (:id . 51))\n ((:tag . "NNS") (:stem . "model") (:form . "models") (:end . 59)\n (:start . 53) (:id . 52))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 63) (:start . 60)\n (:id . 53))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 66) (:start . 64)\n (:id . 54))\n ((:tag . "VB") (:stem . "select") (:form . "select") (:end . 73)\n (:start . 67) (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 77) (:start . 74)\n (:id . 56))\n ((:tag . "JJ") (:stem . "final") (:form . "final") (:end . 83) (:start . 78)\n (:id . 57))\n ((:tag . "NN") (:stem . "model") (:form . "model") (:end . 89) (:start . 84)\n (:id . 58))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 93) (:start . 90)\n (:id . 59))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 97) (:start . 94)\n (:id . 60))\n ((:tag . "NN") (:stem . "target") (:form . "target") (:end . 104)\n (:start . 98) (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 105) (:start . 104)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s15.49) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504788@unknown@formal@none@1@S@The S2A2 matrix, the aligned method, the modeling process and the final model selection are described in the following subsections.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "s2a2") (:form . "S2A2") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "matrix") (:form . "matrix") (:end . 15) (:start . 9)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 16) (:start . 15)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 20) (:start . 17)\n (:id . 46))\n ((:tag . "JJ") (:stem . "aligned") (:form . "aligned") (:end . 28)\n (:start . 21) (:id . 47))\n ((:tag . "NN") (:stem . "method") (:form . "method") (:end . 35)\n (:start . 29) (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 36) (:start . 35)\n (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 40) (:start . 37)\n (:id . 50))\n ((:tag . "NN") (:stem . "modeling") (:form . "modeling") (:end . 49)\n (:start . 41) (:id . 51))\n ((:tag . "NN") (:stem . "process") (:form . "process") (:end . 57)\n (:start . 50) (:id . 52))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 61) (:start . 58)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 65) (:start . 62)\n (:id . 54))\n ((:tag . "JJ") (:stem . "final") (:form . "final") (:end . 71) (:start . 66)\n (:id . 55))\n ((:tag . "NN") (:stem . "model") (:form . "model") (:end . 77) (:start . 72)\n (:id . 56))\n ((:tag . "NN") (:stem . "selection") (:form . "selection") (:end . 87)\n (:start . 78) (:id . 57))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 91) (:start . 88)\n (:id . 58))\n ((:tag . "VBN") (:stem . "describe") (:form . "described") (:end . 101)\n (:start . 92) (:id . 59))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 104) (:start . 102)\n (:id . 60))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 108) (:start . 105)\n (:id . 61))\n ((:tag . "VBG") (:stem . "follow") (:form . "following") (:end . 118)\n (:start . 109) (:id . 62))\n ((:tag . "NNS") (:stem . "subsection") (:form . "subsections") (:end . 130)\n (:start . 119) (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 131) (:start . 130)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s15.50) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504789@unknown@formal@none@1@S@The components of the (PS)2-v2 server were built using C, Perl and PHP (Additional file 1).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "component") (:form . "components") (:end . 14)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 17) (:start . 15)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 21) (:start . 18)\n (:id . 45))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 23) (:start . 22)\n (:id . 46))\n ((:tag . "NN") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 30)\n (:start . 23) (:id . 47))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 37)\n (:start . 31) (:id . 48))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 42) (:start . 38)\n (:id . 49))\n ((:tag . "VBN") (:stem . "build") (:form . "built") (:end . 48) (:start . 43)\n (:id . 50))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 54) (:start . 49)\n (:id . 51))\n ((:tag . "NNP") (:stem . "C") (:form . "C") (:end . 56) (:start . 55)\n (:id . 52))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 57) (:start . 56)\n (:id . 53))\n ((:tag . "NNP") (:stem . "Perl") (:form . "Perl") (:end . 62) (:start . 58)\n (:id . 54))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 66) (:start . 63)\n (:id . 55))\n ((:tag . "NNP") (:stem . "PHP") (:form . "PHP") (:end . 70) (:start . 67)\n (:id . 56))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 72) (:start . 71)\n (:id . 57))\n ((:tag . "JJ") (:stem . "additional") (:form . "Additional") (:end . 82)\n (:start . 72) (:id . 58))\n ((:tag . "NN") (:stem . "file") (:form . "file") (:end . 87) (:start . 83)\n (:id . 59))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 89) (:start . 88)\n (:id . 60))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 90) (:start . 89)\n (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 91) (:start . 90)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s15.51) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504790@unknown@formal@none@1@S@The framework of the (PS)2-v2 server for protein structure prediction.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "framework") (:form . "framework") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 16) (:start . 14)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 20) (:start . 17)\n (:id . 45))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 22) (:start . 21)\n (:id . 46))\n ((:tag . "JJ") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 29)\n (:start . 22) (:id . 47))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 36)\n (:start . 30) (:id . 48))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 40) (:start . 37)\n (:id . 49))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 48)\n (:start . 41) (:id . 50))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 58)\n (:start . 49) (:id . 51))\n ((:tag . "NN") (:stem . "prediction") (:form . "prediction") (:end . 69)\n (:start . 59) (:id . 52))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 70) (:start . 69)\n (:id . 53)))@@@1@12@((:identifiers (:sid . :s15.52) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504791@unknown@formal@none@1@S@Overview of the (PS)2-v2 server.@(((:tag . "NNP") (:stem . "Overview") (:form . "Overview") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 11) (:start . 9)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 15) (:start . 12)\n (:id . 44))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 17) (:start . 16)\n (:id . 45))\n ((:tag . "JJ") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 24)\n (:start . 17) (:id . 46))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 31)\n (:start . 25) (:id . 47))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 32) (:start . 31)\n (:id . 48)))@@@1@7@((:identifiers (:sid . :s15.53) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504792@unknown@formal@none@1@S@The protein sequence of telomere replication protein Est3 (UniProt Q03096) in Saccharomyces cerevisiae was used as the query.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 20)\n (:start . 12) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 23) (:start . 21)\n (:id . 45))\n ((:tag . "NN") (:stem . "telomere") (:form . "telomere") (:end . 32)\n (:start . 24) (:id . 46))\n ((:tag . "NN") (:stem . "replication") (:form . "replication") (:end . 44)\n (:start . 33) (:id . 47))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 52)\n (:start . 45) (:id . 48))\n ((:tag . "NNP") (:stem . "Est3") (:form . "Est3") (:end . 57) (:start . 53)\n (:id . 49))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 59) (:start . 58)\n (:id . 50))\n ((:tag . "NNP") (:stem . "UniProt") (:form . "UniProt") (:end . 66)\n (:start . 59) (:id . 51))\n ((:tag . "NNP") (:stem . "Q03096") (:form . "Q03096") (:end . 73)\n (:start . 67) (:id . 52))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 74) (:start . 73)\n (:id . 53))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 77) (:start . 75)\n (:id . 54))\n ((:tag . "NNP") (:stem . "Saccharomyces") (:form . "Saccharomyces")\n (:end . 91) (:start . 78) (:id . 55))\n ((:tag . "NNP") (:stem . "cerevisiae") (:form . "cerevisiae") (:end . 102)\n (:start . 92) (:id . 56))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 106) (:start . 103)\n (:id . 57))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 111) (:start . 107)\n (:id . 58))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 114) (:start . 112)\n (:id . 59))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 118) (:start . 115)\n (:id . 60))\n ((:tag . "NN") (:stem . "query") (:form . "query") (:end . 124)\n (:start . 119) (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 125) (:start . 124)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s15.54) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504793@unknown@formal@none@1@S@(A) Input format of the (PS)2-v2 server.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "a") (:form . "A") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "NN") (:stem . "input") (:form . "Input") (:end . 9) (:start . 4)\n (:id . 45))\n ((:tag . "NN") (:stem . "format") (:form . "format") (:end . 16)\n (:start . 10) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 19) (:start . 17)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 23) (:start . 20)\n (:id . 48))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 25) (:start . 24)\n (:id . 49))\n ((:tag . "JJ") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 32)\n (:start . 25) (:id . 50))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 39)\n (:start . 33) (:id . 51))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 40) (:start . 39)\n (:id . 52)))@@@1@11@((:identifiers (:sid . :s15.55) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504794@unknown@formal@none@1@S@(B) Search results of a query protein, comprising target name, sequence, predicted secondary structure, the graph of the aligned regions and the hits list of the templates of the query.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "B") (:form . "B") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "NNP") (:stem . "Search") (:form . "Search") (:end . 10)\n (:start . 4) (:id . 45))\n ((:tag . "NNS") (:stem . "result") (:form . "results") (:end . 18)\n (:start . 11) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 21) (:start . 19)\n (:id . 47))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 23) (:start . 22)\n (:id . 48))\n ((:tag . "NN") (:stem . "query") (:form . "query") (:end . 29) (:start . 24)\n (:id . 49))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 37)\n (:start . 30) (:id . 50))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 38) (:start . 37)\n (:id . 51))\n ((:tag . "VBG") (:stem . "comprise") (:form . "comprising") (:end . 49)\n (:start . 39) (:id . 52))\n ((:tag . "NN") (:stem . "target") (:form . "target") (:end . 56)\n (:start . 50) (:id . 53))\n ((:tag . "NN") (:stem . "name") (:form . "name") (:end . 61) (:start . 57)\n (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 62) (:start . 61)\n (:id . 55))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 71)\n (:start . 63) (:id . 56))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 72) (:start . 71)\n (:id . 57))\n ((:tag . "VBD") (:stem . "predict") (:form . "predicted") (:end . 82)\n (:start . 73) (:id . 58))\n ((:tag . "JJ") (:stem . "secondary") (:form . "secondary") (:end . 92)\n (:start . 83) (:id . 59))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 102)\n (:start . 93) (:id . 60))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 103) (:start . 102)\n (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 107) (:start . 104)\n (:id . 62))\n ((:tag . "NN") (:stem . "graph") (:form . "graph") (:end . 113)\n (:start . 108) (:id . 63))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 116) (:start . 114)\n (:id . 64))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 120) (:start . 117)\n (:id . 65))\n ((:tag . "VBN") (:stem . "align") (:form . "aligned") (:end . 128)\n (:start . 121) (:id . 66))\n ((:tag . "NNS") (:stem . "region") (:form . "regions") (:end . 136)\n (:start . 129) (:id . 67))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 140) (:start . 137)\n (:id . 68))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 144) (:start . 141)\n (:id . 69))\n ((:tag . "NNS") (:stem . "hit") (:form . "hits") (:end . 149) (:start . 145)\n (:id . 70))\n ((:tag . "NN") (:stem . "list") (:form . "list") (:end . 154) (:start . 150)\n (:id . 71))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 157) (:start . 155)\n (:id . 72))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 161) (:start . 158)\n (:id . 73))\n ((:tag . "NNS") (:stem . "template") (:form . "templates") (:end . 171)\n (:start . 162) (:id . 74))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 174) (:start . 172)\n (:id . 75))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 178) (:start . 175)\n (:id . 76))\n ((:tag . "NN") (:stem . "query") (:form . "query") (:end . 184)\n (:start . 179) (:id . 77))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 185) (:start . 184)\n (:id . 78)))@@@1@37@((:identifiers (:sid . :s15.56) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504795@unknown@formal@none@1@S@(C) The selected template, target-template alignment and prediction structure of Est3.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "C") (:form . "C") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "The") (:end . 7) (:start . 4)\n (:id . 45))\n ((:tag . "VBN") (:stem . "select") (:form . "selected") (:end . 16)\n (:start . 8) (:id . 46))\n ((:tag . "NN") (:stem . "template") (:form . "template") (:end . 25)\n (:start . 17) (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 26) (:start . 25)\n (:id . 48))\n ((:tag . "JJ") (:stem . "target-template") (:form . "target-template")\n (:end . 42) (:start . 27) (:id . 49))\n ((:tag . "NN") (:stem . "alignment") (:form . "alignment") (:end . 52)\n (:start . 43) (:id . 50))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 56) (:start . 53)\n (:id . 51))\n ((:tag . "NN") (:stem . "prediction") (:form . "prediction") (:end . 67)\n (:start . 57) (:id . 52))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 77)\n (:start . 68) (:id . 53))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 80) (:start . 78)\n (:id . 54))\n ((:tag . "NNP") (:stem . "Est3") (:form . "Est3") (:end . 85) (:start . 81)\n (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 86) (:start . 85)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s15.57) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504796@unknown@formal@none@1@S@(D) The visualization of the predicted structure for Est3.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "D") (:form . "D") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "The") (:end . 7) (:start . 4)\n (:id . 45))\n ((:tag . "NN") (:stem . "visualization") (:form . "visualization")\n (:end . 21) (:start . 8) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 24) (:start . 22)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 28) (:start . 25)\n (:id . 48))\n ((:tag . "VBN") (:stem . "predict") (:form . "predicted") (:end . 38)\n (:start . 29) (:id . 49))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 48)\n (:start . 39) (:id . 50))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 52) (:start . 49)\n (:id . 51))\n ((:tag . "NNP") (:stem . "Est3") (:form . "Est3") (:end . 57) (:start . 53)\n (:id . 52))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 58) (:start . 57)\n (:id . 53)))@@@1@12@((:identifiers (:sid . :s15.58) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504797@unknown@formal@none@1@S@(E) The model quality assessment.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "E") (:form . "E") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "The") (:end . 7) (:start . 4)\n (:id . 45))\n ((:tag . "NN") (:stem . "model") (:form . "model") (:end . 13) (:start . 8)\n (:id . 46))\n ((:tag . "NN") (:stem . "quality") (:form . "quality") (:end . 21)\n (:start . 14) (:id . 47))\n ((:tag . "NN") (:stem . "assessment") (:form . "assessment") (:end . 32)\n (:start . 22) (:id . 48))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 33) (:start . 32)\n (:id . 49)))@@@1@8@((:identifiers (:sid . :s15.59) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504798@unknown@formal@none@1@S@S2A2 matrix@(((:tag . "NN") (:stem . "s2a2") (:form . "S2A2") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "matrix") (:form . "matrix") (:end . 11) (:start . 5)\n (:id . 43)))@@@1@2@((:identifiers (:sid . :s15.60) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504799@unknown@formal@none@1@S@A substitution matrix is the key component of protein sequence alignment methods.@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "substitution") (:form . "substitution") (:end . 14)\n (:start . 2) (:id . 43))\n ((:tag . "NN") (:stem . "matrix") (:form . "matrix") (:end . 21)\n (:start . 15) (:id . 44))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 24) (:start . 22)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 28) (:start . 25)\n (:id . 46))\n ((:tag . "JJ") (:stem . "key") (:form . "key") (:end . 32) (:start . 29)\n (:id . 47))\n ((:tag . "NN") (:stem . "component") (:form . "component") (:end . 42)\n (:start . 33) (:id . 48))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 45) (:start . 43)\n (:id . 49))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 53)\n (:start . 46) (:id . 50))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 62)\n (:start . 54) (:id . 51))\n ((:tag . "NN") (:stem . "alignment") (:form . "alignment") (:end . 72)\n (:start . 63) (:id . 52))\n ((:tag . "NNS") (:stem . "method") (:form . "methods") (:end . 80)\n (:start . 73) (:id . 53))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 81) (:start . 80)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s15.61) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504800@unknown@formal@none@1@S@We developed the S2A2 substitution matrix (Figure 3 and Figure S1 in Additional file 2) applying a general mathematical structure [25].@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "develop") (:form . "developed") (:end . 12)\n (:start . 3) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 16) (:start . 13)\n (:id . 44))\n ((:tag . "NN") (:stem . "s2a2") (:form . "S2A2") (:end . 21) (:start . 17)\n (:id . 45))\n ((:tag . "NN") (:stem . "substitution") (:form . "substitution") (:end . 34)\n (:start . 22) (:id . 46))\n ((:tag . "NN") (:stem . "matrix") (:form . "matrix") (:end . 41)\n (:start . 35) (:id . 47))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 43) (:start . 42)\n (:id . 48))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 49)\n (:start . 43) (:id . 49))\n ((:tag . "CD") (:stem . "3") (:form . "3") (:end . 51) (:start . 50)\n (:id . 50))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 55) (:start . 52)\n (:id . 51))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 62)\n (:start . 56) (:id . 52))\n ((:tag . "NN") (:stem . "s1") (:form . "S1") (:end . 65) (:start . 63)\n (:id . 53))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 68) (:start . 66)\n (:id . 54))\n ((:tag . "JJ") (:stem . "additional") (:form . "Additional") (:end . 79)\n (:start . 69) (:id . 55))\n ((:tag . "NN") (:stem . "file") (:form . "file") (:end . 84) (:start . 80)\n (:id . 56))\n ((:tag . "CD") (:stem . "2") (:form . "2") (:end . 86) (:start . 85)\n (:id . 57))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 87) (:start . 86)\n (:id . 58))\n ((:tag . "VBG") (:stem . "apply") (:form . "applying") (:end . 96)\n (:start . 88) (:id . 59))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 98) (:start . 97)\n (:id . 60))\n ((:tag . "JJ") (:stem . "general") (:form . "general") (:end . 106)\n (:start . 99) (:id . 61))\n ((:tag . "JJ") (:stem . "mathematical") (:form . "mathematical") (:end . 119)\n (:start . 107) (:id . 62))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 129)\n (:start . 120) (:id . 63))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 131) (:start . 130)\n (:id . 64))\n ((:tag . "CD") (:stem . "25") (:form . "25") (:end . 133) (:start . 131)\n (:id . 65))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 134) (:start . 133)\n (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 135) (:start . 134)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s15.62) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504801@unknown@formal@none@1@S@To calculate the S2A2, 674 structural pairs (1,348 proteins) [26], which are structurally similar and with low sequence identity, were selected from SCOP 1.65 [27] based on two criteria: 1) the root-mean-square deviation (rmsd) of a protein pair was be less than 3.5 A, with more than 70% of aligned residues included in the rmsd calculation, and 2) the sequence identity of a pair is less than 40%.@(((:tag . "TO") (:stem . "to") (:form . "To") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VB") (:stem . "calculate") (:form . "calculate") (:end . 12)\n (:start . 3) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 16) (:start . 13)\n (:id . 44))\n ((:tag . "NN") (:stem . "s2a2") (:form . "S2A2") (:end . 21) (:start . 17)\n (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 22) (:start . 21)\n (:id . 46))\n ((:tag . "CD") (:stem . "674") (:form . "674") (:end . 26) (:start . 23)\n (:id . 47))\n ((:tag . "JJ") (:stem . "structural") (:form . "structural") (:end . 37)\n (:start . 27) (:id . 48))\n ((:tag . "NNS") (:stem . "pair") (:form . "pairs") (:end . 43) (:start . 38)\n (:id . 49))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 45) (:start . 44)\n (:id . 50))\n ((:tag . "CD") (:stem . "1,348") (:form . "1,348") (:end . 50) (:start . 45)\n (:id . 51))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 59)\n (:start . 51) (:id . 52))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 60) (:start . 59)\n (:id . 53))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 62) (:start . 61)\n (:id . 54))\n ((:tag . "CD") (:stem . "26") (:form . "26") (:end . 64) (:start . 62)\n (:id . 55))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 65) (:start . 64)\n (:id . 56))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 66) (:start . 65)\n (:id . 57))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 72) (:start . 67)\n (:id . 58))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 76) (:start . 73)\n (:id . 59))\n ((:tag . "RB") (:stem . "structurally") (:form . "structurally") (:end . 89)\n (:start . 77) (:id . 60))\n ((:tag . "JJ") (:stem . "similar") (:form . "similar") (:end . 97)\n (:start . 90) (:id . 61))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 101) (:start . 98)\n (:id . 62))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 106) (:start . 102)\n (:id . 63))\n ((:tag . "JJ") (:stem . "low") (:form . "low") (:end . 110) (:start . 107)\n (:id . 64))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 119)\n (:start . 111) (:id . 65))\n ((:tag . "NN") (:stem . "identity") (:form . "identity") (:end . 128)\n (:start . 120) (:id . 66))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 129) (:start . 128)\n (:id . 67))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 134) (:start . 130)\n (:id . 68))\n ((:tag . "VBN") (:stem . "select") (:form . "selected") (:end . 143)\n (:start . 135) (:id . 69))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 148) (:start . 144)\n (:id . 70))\n ((:tag . "NNP") (:stem . "SCOP") (:form . "SCOP") (:end . 153) (:start . 149)\n (:id . 71))\n ((:tag . "CD") (:stem . "1.65") (:form . "1.65") (:end . 158) (:start . 154)\n (:id . 72))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 160) (:start . 159)\n (:id . 73))\n ((:tag . "CD") (:stem . "27") (:form . "27") (:end . 162) (:start . 160)\n (:id . 74))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 163) (:start . 162)\n (:id . 75))\n ((:tag . "VBN") (:stem . "base") (:form . "based") (:end . 169)\n (:start . 164) (:id . 76))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 172) (:start . 170)\n (:id . 77))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 176) (:start . 173)\n (:id . 78))\n ((:tag . "NNS") (:stem . "criterion") (:form . "criteria") (:end . 185)\n (:start . 177) (:id . 79))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 186) (:start . 185)\n (:id . 80))\n ((:tag . "LS") (:stem . "1") (:form . "1") (:end . 188) (:start . 187)\n (:id . 81))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 189) (:start . 188)\n (:id . 82))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 193) (:start . 190)\n (:id . 83))\n ((:tag . "NN") (:stem . "root-mean-square") (:form . "root-mean-square")\n (:end . 210) (:start . 194) (:id . 84))\n ((:tag . "NN") (:stem . "deviation") (:form . "deviation") (:end . 220)\n (:start . 211) (:id . 85))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 222) (:start . 221)\n (:id . 86))\n ((:tag . "NN") (:stem . "rmsd") (:form . "rmsd") (:end . 226) (:start . 222)\n (:id . 87))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 227) (:start . 226)\n (:id . 88))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 230) (:start . 228)\n (:id . 89))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 232) (:start . 231)\n (:id . 90))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 240)\n (:start . 233) (:id . 91))\n ((:tag . "NN") (:stem . "pair") (:form . "pair") (:end . 245) (:start . 241)\n (:id . 92))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 249) (:start . 246)\n (:id . 93))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 252) (:start . 250)\n (:id . 94))\n ((:tag . "JJR") (:stem . "less") (:form . "less") (:end . 257) (:start . 253)\n (:id . 95))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 262) (:start . 258)\n (:id . 96))\n ((:tag . "CD") (:stem . "3.5") (:form . "3.5") (:end . 266) (:start . 263)\n (:id . 97))\n ((:tag . "NN") (:stem . "a") (:form . "A") (:end . 268) (:start . 267)\n (:id . 98))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 269) (:start . 268)\n (:id . 99))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 274) (:start . 270)\n (:id . 100))\n ((:tag . "JJR") (:stem . "more") (:form . "more") (:end . 279) (:start . 275)\n (:id . 101))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 284) (:start . 280)\n (:id . 102))\n ((:tag . "CD") (:stem . "70") (:form . "70") (:end . 287) (:start . 285)\n (:id . 103))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 288) (:start . 287)\n (:id . 104))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 291) (:start . 289)\n (:id . 105))\n ((:tag . "JJ") (:stem . "aligned") (:form . "aligned") (:end . 299)\n (:start . 292) (:id . 106))\n ((:tag . "NNS") (:stem . "residue") (:form . "residues") (:end . 308)\n (:start . 300) (:id . 107))\n ((:tag . "VBN") (:stem . "include") (:form . "included") (:end . 317)\n (:start . 309) (:id . 108))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 320) (:start . 318)\n (:id . 109))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 324) (:start . 321)\n (:id . 110))\n ((:tag . "NN") (:stem . "rmsd") (:form . "rmsd") (:end . 329) (:start . 325)\n (:id . 111))\n ((:tag . "NN") (:stem . "calculation") (:form . "calculation") (:end . 341)\n (:start . 330) (:id . 112))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 342) (:start . 341)\n (:id . 113))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 346) (:start . 343)\n (:id . 114))\n ((:tag . "LS") (:stem . "2") (:form . "2") (:end . 348) (:start . 347)\n (:id . 115))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 349) (:start . 348)\n (:id . 116))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 353) (:start . 350)\n (:id . 117))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 362)\n (:start . 354) (:id . 118))\n ((:tag . "NN") (:stem . "identity") (:form . "identity") (:end . 371)\n (:start . 363) (:id . 119))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 374) (:start . 372)\n (:id . 120))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 376) (:start . 375)\n (:id . 121))\n ((:tag . "NN") (:stem . "pair") (:form . "pair") (:end . 381) (:start . 377)\n (:id . 122))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 384) (:start . 382)\n (:id . 123))\n ((:tag . "JJR") (:stem . "less") (:form . "less") (:end . 389) (:start . 385)\n (:id . 124))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 394) (:start . 390)\n (:id . 125))\n ((:tag . "CD") (:stem . "40") (:form . "40") (:end . 397) (:start . 395)\n (:id . 126))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 398) (:start . 397)\n (:id . 127))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 399) (:start . 398)\n (:id . 128)))@@@1@87@((:identifiers (:sid . :s15.63) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504802@unknown@formal@none@1@S@The selected protein pairs had an average sequence identity of 26%, an average rmsd of 2.3 A and average aligned residues of 90% (207,492 aligned residues out of 230,915 residues).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "VBN") (:stem . "select") (:form . "selected") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 20)\n (:start . 13) (:id . 44))\n ((:tag . "NNS") (:stem . "pair") (:form . "pairs") (:end . 26) (:start . 21)\n (:id . 45))\n ((:tag . "VBD") (:stem . "have") (:form . "had") (:end . 30) (:start . 27)\n (:id . 46))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 33) (:start . 31)\n (:id . 47))\n ((:tag . "JJ") (:stem . "average") (:form . "average") (:end . 41)\n (:start . 34) (:id . 48))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 50)\n (:start . 42) (:id . 49))\n ((:tag . "NN") (:stem . "identity") (:form . "identity") (:end . 59)\n (:start . 51) (:id . 50))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 62) (:start . 60)\n (:id . 51))\n ((:tag . "CD") (:stem . "26") (:form . "26") (:end . 65) (:start . 63)\n (:id . 52))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 66) (:start . 65)\n (:id . 53))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 67) (:start . 66)\n (:id . 54))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 70) (:start . 68)\n (:id . 55))\n ((:tag . "JJ") (:stem . "average") (:form . "average") (:end . 78)\n (:start . 71) (:id . 56))\n ((:tag . "NN") (:stem . "rmsd") (:form . "rmsd") (:end . 83) (:start . 79)\n (:id . 57))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 86) (:start . 84)\n (:id . 58))\n ((:tag . "CD") (:stem . "2.3") (:form . "2.3") (:end . 90) (:start . 87)\n (:id . 59))\n ((:tag . "NN") (:stem . "a") (:form . "A") (:end . 92) (:start . 91)\n (:id . 60))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 96) (:start . 93)\n (:id . 61))\n ((:tag . "JJ") (:stem . "average") (:form . "average") (:end . 104)\n (:start . 97) (:id . 62))\n ((:tag . "JJ") (:stem . "aligned") (:form . "aligned") (:end . 112)\n (:start . 105) (:id . 63))\n ((:tag . "NNS") (:stem . "residue") (:form . "residues") (:end . 121)\n (:start . 113) (:id . 64))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 124) (:start . 122)\n (:id . 65))\n ((:tag . "CD") (:stem . "90") (:form . "90") (:end . 127) (:start . 125)\n (:id . 66))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 128) (:start . 127)\n (:id . 67))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 130) (:start . 129)\n (:id . 68))\n ((:tag . "CD") (:stem . "207,492") (:form . "207,492") (:end . 137)\n (:start . 130) (:id . 69))\n ((:tag . "VBN") (:stem . "align") (:form . "aligned") (:end . 145)\n (:start . 138) (:id . 70))\n ((:tag . "NNS") (:stem . "residue") (:form . "residues") (:end . 154)\n (:start . 146) (:id . 71))\n ((:tag . "IN") (:stem . "out") (:form . "out") (:end . 158) (:start . 155)\n (:id . 72))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 161) (:start . 159)\n (:id . 73))\n ((:tag . "CD") (:stem . "230,915") (:form . "230,915") (:end . 169)\n (:start . 162) (:id . 74))\n ((:tag . "NNS") (:stem . "residue") (:form . "residues") (:end . 178)\n (:start . 170) (:id . 75))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 179) (:start . 178)\n (:id . 76))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 180) (:start . 179)\n (:id . 77)))@@@1@36@((:identifiers (:sid . :s15.64) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504803@unknown@formal@none@1@S@The program DSSP was used to assign the secondary structure for each residue of these 674 structural pairs.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "program") (:form . "program") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "NNP") (:stem . "DSSP") (:form . "DSSP") (:end . 16) (:start . 12)\n (:id . 44))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 20) (:start . 17)\n (:id . 45))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 25) (:start . 21)\n (:id . 46))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 28) (:start . 26)\n (:id . 47))\n ((:tag . "VB") (:stem . "assign") (:form . "assign") (:end . 35)\n (:start . 29) (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 39) (:start . 36)\n (:id . 49))\n ((:tag . "JJ") (:stem . "secondary") (:form . "secondary") (:end . 49)\n (:start . 40) (:id . 50))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 59)\n (:start . 50) (:id . 51))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 63) (:start . 60)\n (:id . 52))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 68) (:start . 64)\n (:id . 53))\n ((:tag . "NN") (:stem . "residue") (:form . "residue") (:end . 76)\n (:start . 69) (:id . 54))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 79) (:start . 77)\n (:id . 55))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 85) (:start . 80)\n (:id . 56))\n ((:tag . "CD") (:stem . "674") (:form . "674") (:end . 89) (:start . 86)\n (:id . 57))\n ((:tag . "JJ") (:stem . "structural") (:form . "structural") (:end . 100)\n (:start . 90) (:id . 58))\n ((:tag . "NNS") (:stem . "pair") (:form . "pairs") (:end . 106)\n (:start . 101) (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 107) (:start . 106)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s15.65) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504804@unknown@formal@none@1@S@The eight types of the secondary structure used in DSSP were reduced to three commonly accepted types (H (helix), E (strand) and C (coil)) according to the following scheme: (H, G, I) › H; (E, B) › E; (T, S, blank) › C.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "CD") (:stem . "eight") (:form . "eight") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . "NNS") (:stem . "type") (:form . "types") (:end . 15) (:start . 10)\n (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 18) (:start . 16)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 22) (:start . 19)\n (:id . 46))\n ((:tag . "JJ") (:stem . "secondary") (:form . "secondary") (:end . 32)\n (:start . 23) (:id . 47))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 42)\n (:start . 33) (:id . 48))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 47) (:start . 43)\n (:id . 49))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 50) (:start . 48)\n (:id . 50))\n ((:tag . "NNP") (:stem . "DSSP") (:form . "DSSP") (:end . 55) (:start . 51)\n (:id . 51))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 60) (:start . 56)\n (:id . 52))\n ((:tag . "VBN") (:stem . "reduce") (:form . "reduced") (:end . 68)\n (:start . 61) (:id . 53))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 71) (:start . 69)\n (:id . 54))\n ((:tag . "CD") (:stem . "three") (:form . "three") (:end . 77) (:start . 72)\n (:id . 55))\n ((:tag . "RB") (:stem . "commonly") (:form . "commonly") (:end . 86)\n (:start . 78) (:id . 56))\n ((:tag . "VBN") (:stem . "accept") (:form . "accepted") (:end . 95)\n (:start . 87) (:id . 57))\n ((:tag . "NNS") (:stem . "type") (:form . "types") (:end . 101) (:start . 96)\n (:id . 58))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 103) (:start . 102)\n (:id . 59))\n ((:tag . "NNP") (:stem . "H") (:form . "H") (:end . 104) (:start . 103)\n (:id . 60))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 106) (:start . 105)\n (:id . 61))\n ((:tag . "NN") (:stem . "helix") (:form . "helix") (:end . 111)\n (:start . 106) (:id . 62))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 112) (:start . 111)\n (:id . 63))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 113) (:start . 112)\n (:id . 64))\n ((:tag . "NNP") (:stem . "E") (:form . "E") (:end . 115) (:start . 114)\n (:id . 65))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 117) (:start . 116)\n (:id . 66))\n ((:tag . "NN") (:stem . "strand") (:form . "strand") (:end . 123)\n (:start . 117) (:id . 67))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 124) (:start . 123)\n (:id . 68))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 128) (:start . 125)\n (:id . 69))\n ((:tag . "NNP") (:stem . "C") (:form . "C") (:end . 130) (:start . 129)\n (:id . 70))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 132) (:start . 131)\n (:id . 71))\n ((:tag . "NN") (:stem . "coil") (:form . "coil") (:end . 136) (:start . 132)\n (:id . 72))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 137) (:start . 136)\n (:id . 73))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 138) (:start . 137)\n (:id . 74))\n ((:tag . "VBG") (:stem . "accord") (:form . "according") (:end . 148)\n (:start . 139) (:id . 75))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 151) (:start . 149)\n (:id . 76))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 155) (:start . 152)\n (:id . 77))\n ((:tag . "VBG") (:stem . "follow") (:form . "following") (:end . 165)\n (:start . 156) (:id . 78))\n ((:tag . "NN") (:stem . "scheme") (:form . "scheme") (:end . 172)\n (:start . 166) (:id . 79))\n ((:tag . ":") (:stem . ":") (:form . ":") (:end . 173) (:start . 172)\n (:id . 80))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 175) (:start . 174)\n (:id . 81))\n ((:tag . "NNP") (:stem . "H") (:form . "H") (:end . 176) (:start . 175)\n (:id . 82))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 177) (:start . 176)\n (:id . 83))\n ((:tag . "NNP") (:stem . "G") (:form . "G") (:end . 179) (:start . 178)\n (:id . 84))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 180) (:start . 179)\n (:id . 85))\n ((:tag . "PRP") (:stem . "i") (:form . "I") (:end . 182) (:start . 181)\n (:id . 86))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 183) (:start . 182)\n (:id . 87))\n ((:tag . "``") (:stem . "‘") (:form . "‘") (:end . 183) (:start . 183)\n (:id . 88))\n ((:tag . "NNP") (:stem . "H") (:form . "H") (:end . 187) (:start . 186)\n (:id . 89))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 188) (:start . 187)\n (:id . 90))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 190) (:start . 189)\n (:id . 91))\n ((:tag . "NNP") (:stem . "E") (:form . "E") (:end . 191) (:start . 190)\n (:id . 92))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 192) (:start . 191)\n (:id . 93))\n ((:tag . "NNP") (:stem . "B") (:form . "B") (:end . 194) (:start . 193)\n (:id . 94))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 195) (:start . 194)\n (:id . 95))\n ((:tag . "``") (:stem . "‘") (:form . "‘") (:end . 195) (:start . 195)\n (:id . 96))\n ((:tag . "NN") (:stem . "e") (:form . "E") (:end . 199) (:start . 198)\n (:id . 97))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 200) (:start . 199)\n (:id . 98))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 202) (:start . 201)\n (:id . 99))\n ((:tag . "NN") (:stem . "t") (:form . "T") (:end . 203) (:start . 202)\n (:id . 100))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 204) (:start . 203)\n (:id . 101))\n ((:tag . "NNP") (:stem . "S") (:form . "S") (:end . 206) (:start . 205)\n (:id . 102))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 207) (:start . 206)\n (:id . 103))\n ((:tag . "JJ") (:stem . "blank") (:form . "blank") (:end . 213)\n (:start . 208) (:id . 104))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 214) (:start . 213)\n (:id . 105))\n ((:tag . "``") (:stem . "‘") (:form . "‘") (:end . 214) (:start . 214)\n (:id . 106))\n ((:tag . "NNP") (:stem . "C") (:form . "C") (:end . 218) (:start . 217)\n (:id . 107))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 219) (:start . 218)\n (:id . 108)))@@@1@67@((:identifiers (:sid . :s15.66) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504805@unknown@formal@none@1@S@The 20 amino acid types and 3 secondary structure types were converted into 60 residue-structure (RS) types.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "CD") (:stem . "20") (:form . "20") (:end . 6) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "amino") (:form . "amino") (:end . 12) (:start . 7)\n (:id . 44))\n ((:tag . "NN") (:stem . "acid") (:form . "acid") (:end . 17) (:start . 13)\n (:id . 45))\n ((:tag . "NNS") (:stem . "type") (:form . "types") (:end . 23) (:start . 18)\n (:id . 46))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 27) (:start . 24)\n (:id . 47))\n ((:tag . "CD") (:stem . "3") (:form . "3") (:end . 29) (:start . 28)\n (:id . 48))\n ((:tag . "JJ") (:stem . "secondary") (:form . "secondary") (:end . 39)\n (:start . 30) (:id . 49))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 49)\n (:start . 40) (:id . 50))\n ((:tag . "NNS") (:stem . "type") (:form . "types") (:end . 55) (:start . 50)\n (:id . 51))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 60) (:start . 56)\n (:id . 52))\n ((:tag . "VBN") (:stem . "convert") (:form . "converted") (:end . 70)\n (:start . 61) (:id . 53))\n ((:tag . "IN") (:stem . "into") (:form . "into") (:end . 75) (:start . 71)\n (:id . 54))\n ((:tag . "CD") (:stem . "60") (:form . "60") (:end . 78) (:start . 76)\n (:id . 55))\n ((:tag . "NN") (:stem . "residue-structure") (:form . "residue-structure")\n (:end . 96) (:start . 79) (:id . 56))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 98) (:start . 97)\n (:id . 57))\n ((:tag . "NNP") (:stem . "RS") (:form . "RS") (:end . 100) (:start . 98)\n (:id . 58))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 101) (:start . 100)\n (:id . 59))\n ((:tag . "NNS") (:stem . "type") (:form . "types") (:end . 107)\n (:start . 102) (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 108) (:start . 107)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s15.67) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504806@unknown@formal@none@1@S@The S2A2 substitution matrix.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "s2a2") (:form . "S2A2") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "substitution") (:form . "substitution") (:end . 21)\n (:start . 9) (:id . 44))\n ((:tag . "NN") (:stem . "matrix") (:form . "matrix") (:end . 28)\n (:start . 22) (:id . 45))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 29) (:start . 28)\n (:id . 46)))@@@1@5@((:identifiers (:sid . :s15.68) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504807@unknown@formal@none@1@S@The scores are high if the residue-structure (RS) letters with similar residue types and the same secondary structure are aligned (red blocks).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "score") (:form . "scores") (:end . 10) (:start . 4)\n (:id . 43))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 14) (:start . 11)\n (:id . 44))\n ((:tag . "JJ") (:stem . "high") (:form . "high") (:end . 19) (:start . 15)\n (:id . 45))\n ((:tag . "IN") (:stem . "if") (:form . "if") (:end . 22) (:start . 20)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 26) (:start . 23)\n (:id . 47))\n ((:tag . "NN") (:stem . "residue-structure") (:form . "residue-structure")\n (:end . 44) (:start . 27) (:id . 48))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 46) (:start . 45)\n (:id . 49))\n ((:tag . "NNP") (:stem . "RS") (:form . "RS") (:end . 48) (:start . 46)\n (:id . 50))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 49) (:start . 48)\n (:id . 51))\n ((:tag . "NNS") (:stem . "letter") (:form . "letters") (:end . 57)\n (:start . 50) (:id . 52))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 62) (:start . 58)\n (:id . 53))\n ((:tag . "JJ") (:stem . "similar") (:form . "similar") (:end . 70)\n (:start . 63) (:id . 54))\n ((:tag . "NN") (:stem . "residue") (:form . "residue") (:end . 78)\n (:start . 71) (:id . 55))\n ((:tag . "NNS") (:stem . "type") (:form . "types") (:end . 84) (:start . 79)\n (:id . 56))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 88) (:start . 85)\n (:id . 57))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 92) (:start . 89)\n (:id . 58))\n ((:tag . "JJ") (:stem . "same") (:form . "same") (:end . 97) (:start . 93)\n (:id . 59))\n ((:tag . "JJ") (:stem . "secondary") (:form . "secondary") (:end . 107)\n (:start . 98) (:id . 60))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 117)\n (:start . 108) (:id . 61))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 121) (:start . 118)\n (:id . 62))\n ((:tag . "VBN") (:stem . "align") (:form . "aligned") (:end . 129)\n (:start . 122) (:id . 63))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 131) (:start . 130)\n (:id . 64))\n ((:tag . "JJ") (:stem . "red") (:form . "red") (:end . 134) (:start . 131)\n (:id . 65))\n ((:tag . "NNS") (:stem . "block") (:form . "blocks") (:end . 141)\n (:start . 135) (:id . 66))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 142) (:start . 141)\n (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 143) (:start . 142)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s15.69) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504808@unknown@formal@none@1@S@When two identical RS letters (e.g. diagonal entries) are aligned, the substitution scores are very high.@(((:tag . "WRB") (:stem . "when") (:form . "When") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 8) (:start . 5)\n (:id . 43))\n ((:tag . "JJ") (:stem . "identical") (:form . "identical") (:end . 18)\n (:start . 9) (:id . 44))\n ((:tag . "NN") (:stem . "rs") (:form . "RS") (:end . 21) (:start . 19)\n (:id . 45))\n ((:tag . "NNS") (:stem . "letter") (:form . "letters") (:end . 29)\n (:start . 22) (:id . 46))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 31) (:start . 30)\n (:id . 47))\n ((:tag . "FW") (:stem . "e.g.") (:form . "e.g.") (:end . 35) (:start . 31)\n (:id . 48))\n ((:tag . "JJ") (:stem . "diagonal") (:form . "diagonal") (:end . 44)\n (:start . 36) (:id . 49))\n ((:tag . "NNS") (:stem . "entry") (:form . "entries") (:end . 52)\n (:start . 45) (:id . 50))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 53) (:start . 52)\n (:id . 51))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 57) (:start . 54)\n (:id . 52))\n ((:tag . "VBN") (:stem . "align") (:form . "aligned") (:end . 65)\n (:start . 58) (:id . 53))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 66) (:start . 65)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 70) (:start . 67)\n (:id . 55))\n ((:tag . "NN") (:stem . "substitution") (:form . "substitution") (:end . 83)\n (:start . 71) (:id . 56))\n ((:tag . "NNS") (:stem . "score") (:form . "scores") (:end . 90)\n (:start . 84) (:id . 57))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 94) (:start . 91)\n (:id . 58))\n ((:tag . "RB") (:stem . "very") (:form . "very") (:end . 99) (:start . 95)\n (:id . 59))\n ((:tag . "JJ") (:stem . "high") (:form . "high") (:end . 104) (:start . 100)\n (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 105) (:start . 104)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s15.70) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504809@unknown@formal@none@1@S@In contrast, the scores are low when helix letters are aligned with strand letters (blue blocks).@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "contrast") (:form . "contrast") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 16) (:start . 13)\n (:id . 45))\n ((:tag . "NNS") (:stem . "score") (:form . "scores") (:end . 23)\n (:start . 17) (:id . 46))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 27) (:start . 24)\n (:id . 47))\n ((:tag . "JJ") (:stem . "low") (:form . "low") (:end . 31) (:start . 28)\n (:id . 48))\n ((:tag . "WRB") (:stem . "when") (:form . "when") (:end . 36) (:start . 32)\n (:id . 49))\n ((:tag . "NN") (:stem . "helix") (:form . "helix") (:end . 42) (:start . 37)\n (:id . 50))\n ((:tag . "NNS") (:stem . "letter") (:form . "letters") (:end . 50)\n (:start . 43) (:id . 51))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 54) (:start . 51)\n (:id . 52))\n ((:tag . "VBN") (:stem . "align") (:form . "aligned") (:end . 62)\n (:start . 55) (:id . 53))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 67) (:start . 63)\n (:id . 54))\n ((:tag . "NN") (:stem . "strand") (:form . "strand") (:end . 74)\n (:start . 68) (:id . 55))\n ((:tag . "NNS") (:stem . "letter") (:form . "letters") (:end . 82)\n (:start . 75) (:id . 56))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 84) (:start . 83)\n (:id . 57))\n ((:tag . "JJ") (:stem . "blue") (:form . "blue") (:end . 88) (:start . 84)\n (:id . 58))\n ((:tag . "NNS") (:stem . "block") (:form . "blocks") (:end . 95)\n (:start . 89) (:id . 59))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 96) (:start . 95)\n (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 97) (:start . 96)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s15.71) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504810@unknown@formal@none@1@S@The S2A2 matrix (60 × 60) reveals substitution preferences between homologs with low sequence identity, and was developed in a similar way to BLOSUM62 [25] based on these 674 structural pairs.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "s2a2") (:form . "S2A2") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "matrix") (:form . "matrix") (:end . 15) (:start . 9)\n (:id . 44))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 17) (:start . 16)\n (:id . 45))\n ((:tag . "CD") (:stem . "60") (:form . "60") (:end . 19) (:start . 17)\n (:id . 46))\n ((:tag . "NN") (:stem . "×") (:form . "×") (:end . 21) (:start . 20)\n (:id . 47))\n ((:tag . "CD") (:stem . "60") (:form . "60") (:end . 24) (:start . 22)\n (:id . 48))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 25) (:start . 24)\n (:id . 49))\n ((:tag . "VBZ") (:stem . "reveal") (:form . "reveals") (:end . 33)\n (:start . 26) (:id . 50))\n ((:tag . "NN") (:stem . "substitution") (:form . "substitution") (:end . 46)\n (:start . 34) (:id . 51))\n ((:tag . "NNS") (:stem . "preference") (:form . "preferences") (:end . 58)\n (:start . 47) (:id . 52))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 66)\n (:start . 59) (:id . 53))\n ((:tag . "NNS") (:stem . "homolog") (:form . "homologs") (:end . 75)\n (:start . 67) (:id . 54))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 80) (:start . 76)\n (:id . 55))\n ((:tag . "JJ") (:stem . "low") (:form . "low") (:end . 84) (:start . 81)\n (:id . 56))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 93)\n (:start . 85) (:id . 57))\n ((:tag . "NN") (:stem . "identity") (:form . "identity") (:end . 102)\n (:start . 94) (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 103) (:start . 102)\n (:id . 59))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 107) (:start . 104)\n (:id . 60))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 111) (:start . 108)\n (:id . 61))\n ((:tag . "VBN") (:stem . "develop") (:form . "developed") (:end . 121)\n (:start . 112) (:id . 62))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 124) (:start . 122)\n (:id . 63))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 126) (:start . 125)\n (:id . 64))\n ((:tag . "JJ") (:stem . "similar") (:form . "similar") (:end . 134)\n (:start . 127) (:id . 65))\n ((:tag . "NN") (:stem . "way") (:form . "way") (:end . 138) (:start . 135)\n (:id . 66))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 141) (:start . 139)\n (:id . 67))\n ((:tag . "NN") (:stem . "blosum62") (:form . "BLOSUM62") (:end . 150)\n (:start . 142) (:id . 68))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 152) (:start . 151)\n (:id . 69))\n ((:tag . "CD") (:stem . "25") (:form . "25") (:end . 154) (:start . 152)\n (:id . 70))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 155) (:start . 154)\n (:id . 71))\n ((:tag . "VBN") (:stem . "base") (:form . "based") (:end . 161)\n (:start . 156) (:id . 72))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 164) (:start . 162)\n (:id . 73))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 170)\n (:start . 165) (:id . 74))\n ((:tag . "CD") (:stem . "674") (:form . "674") (:end . 174) (:start . 171)\n (:id . 75))\n ((:tag . "JJ") (:stem . "structural") (:form . "structural") (:end . 185)\n (:start . 175) (:id . 76))\n ((:tag . "NNS") (:stem . "pair") (:form . "pairs") (:end . 191)\n (:start . 186) (:id . 77))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 192) (:start . 191)\n (:id . 78)))@@@1@37@((:identifiers (:sid . :s15.72) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504811@unknown@formal@none@1@S@The entry (Sij), which is the substitution score for aligning a RS letter i, j pair (1 ≤ i, j ≤ 60), of the S2A2 matrix is defined as Sij = λlog2(qij/eij), where λ is a scale factor, and qij and eij are the observed and expected probabilities, respectively, of the occurrence of each i, j pair.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "entry") (:form . "entry") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 11) (:start . 10)\n (:id . 44))\n ((:tag . "NNP") (:stem . "Sij") (:form . "Sij") (:end . 14) (:start . 11)\n (:id . 45))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 15) (:start . 14)\n (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 16) (:start . 15)\n (:id . 47))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 22) (:start . 17)\n (:id . 48))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 25) (:start . 23)\n (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 29) (:start . 26)\n (:id . 50))\n ((:tag . "NN") (:stem . "substitution") (:form . "substitution") (:end . 42)\n (:start . 30) (:id . 51))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 48) (:start . 43)\n (:id . 52))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 52) (:start . 49)\n (:id . 53))\n ((:tag . "VBG") (:stem . "align") (:form . "aligning") (:end . 61)\n (:start . 53) (:id . 54))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 63) (:start . 62)\n (:id . 55))\n ((:tag . "NNP") (:stem . "RS") (:form . "RS") (:end . 66) (:start . 64)\n (:id . 56))\n ((:tag . "NN") (:stem . "letter") (:form . "letter") (:end . 73)\n (:start . 67) (:id . 57))\n ((:tag . "NN") (:stem . "i") (:form . "i") (:end . 75) (:start . 74)\n (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 76) (:start . 75)\n (:id . 59))\n ((:tag . "NN") (:stem . "j") (:form . "j") (:end . 78) (:start . 77)\n (:id . 60))\n ((:tag . "NN") (:stem . "pair") (:form . "pair") (:end . 83) (:start . 79)\n (:id . 61))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 85) (:start . 84)\n (:id . 62))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 86) (:start . 85)\n (:id . 63))\n ((:tag . "NNP") (:stem . "≤") (:form . "≤") (:end . 88) (:start . 87)\n (:id . 64))\n ((:tag . "NNP") (:stem . "i") (:form . "i") (:end . 90) (:start . 89)\n (:id . 65))\n ((:tag . ",") (:stem . ",") (:form . 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"NN") (:stem . "factor") (:form . "factor") (:end . 181)\n (:start . 175) (:id . 88))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 182) (:start . 181)\n (:id . 89))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 186) (:start . 183)\n (:id . 90))\n ((:tag . "NNP") (:stem . "qij") (:form . "qij") (:end . 190) (:start . 187)\n (:id . 91))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 194) (:start . 191)\n (:id . 92))\n ((:tag . "NNP") (:stem . "eij") (:form . "eij") (:end . 198) (:start . 195)\n (:id . 93))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 202) (:start . 199)\n (:id . 94))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 206) (:start . 203)\n (:id . 95))\n ((:tag . "VBN") (:stem . "observe") (:form . "observed") (:end . 215)\n (:start . 207) (:id . 96))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 219) (:start . 216)\n (:id . 97))\n ((:tag . "VBN") (:stem . "expect") (:form . 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"i") (:end . 285) (:start . 284)\n (:id . 108))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 286) (:start . 285)\n (:id . 109))\n ((:tag . "NN") (:stem . "j") (:form . "j") (:end . 288) (:start . 287)\n (:id . 110))\n ((:tag . "NN") (:stem . "pair") (:form . "pair") (:end . 293) (:start . 289)\n (:id . 111))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 294) (:start . 293)\n (:id . 112)))@@@1@71@((:identifiers (:sid . :s15.73) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504812@unknown@formal@none@1@S@The observed probability is given by , where fij is the total number of aligning i, j pairs in these 207,492 RS letters.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "VBN") (:stem . "observe") (:form . "observed") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "probability") (:form . 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"of") (:end . 71) (:start . 69)\n (:id . 55))\n ((:tag . "VBG") (:stem . "align") (:form . "aligning") (:end . 80)\n (:start . 72) (:id . 56))\n ((:tag . "NN") (:stem . "i") (:form . "i") (:end . 82) (:start . 81)\n (:id . 57))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 83) (:start . 82)\n (:id . 58))\n ((:tag . "NN") (:stem . "j") (:form . "j") (:end . 85) (:start . 84)\n (:id . 59))\n ((:tag . "NNS") (:stem . "pair") (:form . "pairs") (:end . 91) (:start . 86)\n (:id . 60))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 94) (:start . 92)\n (:id . 61))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 100) (:start . 95)\n (:id . 62))\n ((:tag . "CD") (:stem . "207,492") (:form . "207,492") (:end . 108)\n (:start . 101) (:id . 63))\n ((:tag . "NN") (:stem . "rs") (:form . "RS") (:end . 111) (:start . 109)\n (:id . 64))\n ((:tag . "NNS") (:stem . "letter") (:form . "letters") (:end . 119)\n (:start . 112) (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 120) (:start . 119)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s15.74) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504813@unknown@formal@none@1@S@The factor eij = pipj if i = j; otherwise, eij = 2pipj (if i ≠ j), where pi is the background probability of occurrence of the letter i, and equals .@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "factor") (:form . "factor") (:end . 10) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "eij") (:form . "eij") (:end . 14) (:start . 11)\n (:id . 44))\n ((:tag . "JJ") (:stem . "=") (:form . "=") (:end . 16) (:start . 15)\n (:id . 45))\n ((:tag . "NN") (:stem . "pipj") (:form . "pipj") (:end . 21) (:start . 17)\n (:id . 46))\n ((:tag . "IN") (:stem . "if") (:form . "if") (:end . 24) (:start . 22)\n (:id . 47))\n ((:tag . "NNP") (:stem . "i") (:form . "i") (:end . 26) (:start . 25)\n (:id . 48))\n ((:tag . "SYM") (:stem . "=") (:form . "=") (:end . 28) (:start . 27)\n (:id . 49))\n ((:tag . "NNP") (:stem . "j") (:form . "j") (:end . 30) (:start . 29)\n (:id . 50))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 31) (:start . 30)\n (:id . 51))\n ((:tag . "RB") (:stem . "otherwise") (:form . "otherwise") (:end . 41)\n (:start . 32) (:id . 52))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 42) (:start . 41)\n (:id . 53))\n ((:tag . "NN") (:stem . "eij") (:form . "eij") (:end . 46) (:start . 43)\n (:id . 54))\n ((:tag . "SYM") (:stem . "=") (:form . "=") (:end . 48) (:start . 47)\n (:id . 55))\n ((:tag . "NN") (:stem . "2pipj") (:form . "2pipj") (:end . 54) (:start . 49)\n (:id . 56))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 56) (:start . 55)\n (:id . 57))\n ((:tag . "IN") (:stem . "if") (:form . "if") (:end . 58) (:start . 56)\n (:id . 58))\n ((:tag . "NN") (:stem . "i") (:form . "i") (:end . 60) (:start . 59)\n (:id . 59))\n ((:tag . "NN") (:stem . "≠") (:form . "≠") (:end . 62) (:start . 61)\n (:id . 60))\n ((:tag . "NN") (:stem . "j") (:form . "j") (:end . 64) (:start . 63)\n (:id . 61))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 65) (:start . 64)\n (:id . 62))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 66) (:start . 65)\n (:id . 63))\n ((:tag . "WRB") (:stem . "where") (:form . "where") (:end . 72) (:start . 67)\n (:id . 64))\n ((:tag . "NN") (:stem . "pi") (:form . "pi") (:end . 75) (:start . 73)\n (:id . 65))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 78) (:start . 76)\n (:id . 66))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 82) (:start . 79)\n (:id . 67))\n ((:tag . "NN") (:stem . "background") (:form . "background") (:end . 93)\n (:start . 83) (:id . 68))\n ((:tag . "NN") (:stem . "probability") (:form . "probability") (:end . 105)\n (:start . 94) (:id . 69))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 108) (:start . 106)\n (:id . 70))\n ((:tag . "NN") (:stem . "occurrence") (:form . "occurrence") (:end . 119)\n (:start . 109) (:id . 71))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 122) (:start . 120)\n (:id . 72))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 126) (:start . 123)\n (:id . 73))\n ((:tag . "NN") (:stem . "letter") (:form . "letter") (:end . 133)\n (:start . 127) (:id . 74))\n ((:tag . "NN") (:stem . "i") (:form . "i") (:end . 135) (:start . 134)\n (:id . 75))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 136) (:start . 135)\n (:id . 76))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 140) (:start . 137)\n (:id . 77))\n ((:tag . "NNS") (:stem . "equal") (:form . "equals") (:end . 147)\n (:start . 141) (:id . 78))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 149) (:start . 148)\n (:id . 79)))@@@1@38@((:identifiers (:sid . :s15.75) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504814@unknown@formal@none@1@S@The substitution score is greater than zero (Sij > 0) if the observed probability is greater than the expected probability.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "substitution") (:form . "substitution") (:end . 16)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 22) (:start . 17)\n (:id . 44))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 25) (:start . 23)\n (:id . 45))\n ((:tag . "JJR") (:stem . "great") (:form . "greater") (:end . 33)\n (:start . 26) (:id . 46))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 38) (:start . 34)\n (:id . 47))\n ((:tag . "CD") (:stem . "zero") (:form . "zero") (:end . 43) (:start . 39)\n (:id . 48))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 45) (:start . 44)\n (:id . 49))\n ((:tag . "NNP") (:stem . "Sij") (:form . "Sij") (:end . 48) (:start . 45)\n (:id . 50))\n ((:tag . "SYM") (:stem . ">") (:form . ">") (:end . 50) (:start . 49)\n (:id . 51))\n ((:tag . "CD") (:stem . "0") (:form . "0") (:end . 52) (:start . 51)\n (:id . 52))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 53) (:start . 52)\n (:id . 53))\n ((:tag . "IN") (:stem . "if") (:form . "if") (:end . 56) (:start . 54)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 60) (:start . 57)\n (:id . 55))\n ((:tag . "VBN") (:stem . "observe") (:form . "observed") (:end . 69)\n (:start . 61) (:id . 56))\n ((:tag . "NN") (:stem . "probability") (:form . "probability") (:end . 81)\n (:start . 70) (:id . 57))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 84) (:start . 82)\n (:id . 58))\n ((:tag . "JJR") (:stem . "great") (:form . "greater") (:end . 92)\n (:start . 85) (:id . 59))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 97) (:start . 93)\n (:id . 60))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 101) (:start . 98)\n (:id . 61))\n ((:tag . "VBN") (:stem . "expect") (:form . "expected") (:end . 110)\n (:start . 102) (:id . 62))\n ((:tag . "NN") (:stem . "probability") (:form . "probability") (:end . 122)\n (:start . 111) (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 123) (:start . 122)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s15.76) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504815@unknown@formal@none@1@S@By contrast, Sij < 0 if qij x) = 1 - exp(-Kmn exp(-λx)) where m, n are the lengths of the query and library sequence.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "local") (:form . "local") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 18)\n (:start . 10) (:id . 44))\n ((:tag . "NN") (:stem . "similarity") (:form . "similarity") (:end . 29)\n (:start . 19) (:id . 45))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 35) (:start . 30)\n (:id . 46))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 37) (:start . 36)\n (:id . 47))\n ((:tag . "NNP") (:stem . "S") (:form . "S") (:end . 38) (:start . 37)\n (:id . 48))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 39) (:start . 38)\n (:id . 49))\n ((:tag . "VBZ") (:stem . "follow") (:form . "follows") (:end . 47)\n (:start . 40) (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 51) (:start . 48)\n (:id . 51))\n ((:tag . "JJ") (:stem . "extreme") (:form . "extreme") (:end . 59)\n (:start . 52) (:id . 52))\n ((:tag . "NN") (:stem . "value") (:form . "value") (:end . 65) (:start . 60)\n (:id . 53))\n ((:tag . "NN") (:stem . "distribution") (:form . "distribution") (:end . 78)\n (:start . 66) (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 79) (:start . 78)\n (:id . 55))\n ((:tag . "IN") (:stem . "so") (:form . "so") (:end . 82) (:start . 80)\n (:id . 56))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 87) (:start . 83)\n (:id . 57))\n ((:tag . "NNP") (:stem . "P(S") (:form . "P(S") (:end . 91) (:start . 88)\n (:id . 58))\n ((:tag . "SYM") (:stem . ">") (:form . ">") (:end . 93) (:start . 92)\n (:id . 59))\n ((:tag . "SYM") (:stem . "x") (:form . "x") (:end . 95) (:start . 94)\n (:id . 60))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 96) (:start . 95)\n (:id . 61))\n ((:tag . "SYM") (:stem . "=") (:form . "=") (:end . 98) (:start . 97)\n (:id . 62))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 100) (:start . 99)\n (:id . 63))\n ((:tag . "HYPH") (:stem . "-") (:form . "-") (:end . 102) (:start . 101)\n (:id . 64))\n ((:tag . "NN") (:stem . "exp(-Kmn") (:form . "exp(-Kmn") (:end . 111)\n (:start . 103) (:id . 65))\n ((:tag . "NN") (:stem . "exp(-λx))") (:form . "exp(-λx))") (:end . 121)\n (:start . 112) (:id . 66))\n ((:tag . "WRB") (:stem . "where") (:form . "where") (:end . 127)\n (:start . 122) (:id . 67))\n ((:tag . "NN") (:stem . "m") (:form . "m") (:end . 129) (:start . 128)\n (:id . 68))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 130) (:start . 129)\n (:id . 69))\n ((:tag . "NN") (:stem . "n") (:form . "n") (:end . 132) (:start . 131)\n (:id . 70))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 136) (:start . 133)\n (:id . 71))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 140) (:start . 137)\n (:id . 72))\n ((:tag . "NNS") (:stem . "length") (:form . "lengths") (:end . 148)\n (:start . 141) (:id . 73))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 151) (:start . 149)\n (:id . 74))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 155) (:start . 152)\n (:id . 75))\n ((:tag . "NN") (:stem . "query") (:form . "query") (:end . 161)\n (:start . 156) (:id . 76))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 165) (:start . 162)\n (:id . 77))\n ((:tag . "NN") (:stem . "library") (:form . "library") (:end . 173)\n (:start . 166) (:id . 78))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 182)\n (:start . 174) (:id . 79))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 183) (:start . 182)\n (:id . 80)))@@@1@39@((:identifiers (:sid . :s15.89) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504828@unknown@formal@none@1@S@The score shows that the average score for an unrelated library sequence increases with the logarithm of the length of the library sequence.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "show") (:form . "shows") (:end . 15) (:start . 10)\n (:id . 44))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 20) (:start . 16)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 24) (:start . 21)\n (:id . 46))\n ((:tag . "JJ") (:stem . "average") (:form . "average") (:end . 32)\n (:start . 25) (:id . 47))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 38) (:start . 33)\n (:id . 48))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 42) (:start . 39)\n (:id . 49))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 45) (:start . 43)\n (:id . 50))\n ((:tag . "JJ") (:stem . "unrelated") (:form . "unrelated") (:end . 55)\n (:start . 46) (:id . 51))\n ((:tag . "NN") (:stem . "library") (:form . "library") (:end . 63)\n (:start . 56) (:id . 52))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 72)\n (:start . 64) (:id . 53))\n ((:tag . "VBZ") (:stem . "increase") (:form . "increases") (:end . 82)\n (:start . 73) (:id . 54))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 87) (:start . 83)\n (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 91) (:start . 88)\n (:id . 56))\n ((:tag . "NN") (:stem . "logarithm") (:form . "logarithm") (:end . 101)\n (:start . 92) (:id . 57))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 104) (:start . 102)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 108) (:start . 105)\n (:id . 59))\n ((:tag . "NN") (:stem . "length") (:form . "length") (:end . 115)\n (:start . 109) (:id . 60))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 118) (:start . 116)\n (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 122) (:start . 119)\n (:id . 62))\n ((:tag . "NN") (:stem . "library") (:form . "library") (:end . 130)\n (:start . 123) (:id . 63))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 139)\n (:start . 131) (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 140) (:start . 139)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s15.90) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504829@unknown@formal@none@1@S@SSEARCH uses simple linear regression against the log of the library sequence length to calculate a normalized "z-score" with mean 50, regardless of library sequence length, and variance 10.@(((:tag . "NN") (:stem . "ssearch") (:form . "SSEARCH") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "VBZ") (:stem . "use") (:form . "uses") (:end . 12) (:start . 8)\n (:id . 43))\n ((:tag . "JJ") (:stem . "simple") (:form . "simple") (:end . 19)\n (:start . 13) (:id . 44))\n ((:tag . "JJ") (:stem . "linear") (:form . "linear") (:end . 26)\n (:start . 20) (:id . 45))\n ((:tag . "NN") (:stem . "regression") (:form . "regression") (:end . 37)\n (:start . 27) (:id . 46))\n ((:tag . "IN") (:stem . "against") (:form . "against") (:end . 45)\n (:start . 38) (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 49) (:start . 46)\n (:id . 48))\n ((:tag . "NN") (:stem . "log") (:form . "log") (:end . 53) (:start . 50)\n (:id . 49))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 56) (:start . 54)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 60) (:start . 57)\n (:id . 51))\n ((:tag . "NN") (:stem . "library") (:form . "library") (:end . 68)\n (:start . 61) (:id . 52))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 77)\n (:start . 69) (:id . 53))\n ((:tag . "NN") (:stem . "length") (:form . "length") (:end . 84)\n (:start . 78) (:id . 54))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 87) (:start . 85)\n (:id . 55))\n ((:tag . "VB") (:stem . "calculate") (:form . "calculate") (:end . 97)\n (:start . 88) (:id . 56))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 99) (:start . 98)\n (:id . 57))\n ((:tag . "JJ") (:stem . "normalized") (:form . "normalized") (:end . 110)\n (:start . 100) (:id . 58))\n ((:tag . "``") (:stem . "``") (:form . "“") (:end . 112) (:start . 111)\n (:id . 59))\n ((:tag . "NN") (:stem . "z-score") (:form . "z-score") (:end . 119)\n (:start . 112) (:id . 60))\n ((:tag . "''") (:stem . "''") (:form . "”") (:end . 120) (:start . 119)\n (:id . 61))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 125) (:start . 121)\n (:id . 62))\n ((:tag . "NN") (:stem . "mean") (:form . "mean") (:end . 130) (:start . 126)\n (:id . 63))\n ((:tag . "CD") (:stem . "50") (:form . "50") (:end . 133) (:start . 131)\n (:id . 64))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 134) (:start . 133)\n (:id . 65))\n ((:tag . "RB") (:stem . "regardless") (:form . "regardless") (:end . 145)\n (:start . 135) (:id . 66))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 148) (:start . 146)\n (:id . 67))\n ((:tag . "NN") (:stem . "library") (:form . "library") (:end . 156)\n (:start . 149) (:id . 68))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 165)\n (:start . 157) (:id . 69))\n ((:tag . "NN") (:stem . "length") (:form . "length") (:end . 172)\n (:start . 166) (:id . 70))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 173) (:start . 172)\n (:id . 71))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 177) (:start . 174)\n (:id . 72))\n ((:tag . "NN") (:stem . "variance") (:form . "variance") (:end . 186)\n (:start . 178) (:id . 73))\n ((:tag . "CD") (:stem . "10") (:form . "10") (:end . 189) (:start . 187)\n (:id . 74))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 190) (:start . 189)\n (:id . 75)))@@@1@34@((:identifiers (:sid . :s15.91) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504830@unknown@formal@none@1@S@These z-scores can then be used with the extreme value distribution and the Poisson distribution to calculate the number of library sequences to obtain a score (i.e. E-value) greater than or equal to the score obtained in the search.@(((:tag . "DT") (:stem . "these") (:form . "These") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "z-score") (:form . "z-scores") (:end . 14)\n (:start . 6) (:id . 43))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 18) (:start . 15)\n (:id . 44))\n ((:tag . "RB") (:stem . "then") (:form . "then") (:end . 23) (:start . 19)\n (:id . 45))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 26) (:start . 24)\n (:id . 46))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 31) (:start . 27)\n (:id . 47))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 36) (:start . 32)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 40) (:start . 37)\n (:id . 49))\n ((:tag . "JJ") (:stem . "extreme") (:form . "extreme") (:end . 48)\n (:start . 41) (:id . 50))\n ((:tag . "NN") (:stem . "value") (:form . "value") (:end . 54) (:start . 49)\n (:id . 51))\n ((:tag . "NN") (:stem . "distribution") (:form . "distribution") (:end . 67)\n (:start . 55) (:id . 52))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 71) (:start . 68)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 75) (:start . 72)\n (:id . 54))\n ((:tag . "NNP") (:stem . "Poisson") (:form . "Poisson") (:end . 83)\n (:start . 76) (:id . 55))\n ((:tag . "NN") (:stem . "distribution") (:form . "distribution") (:end . 96)\n (:start . 84) (:id . 56))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 99) (:start . 97)\n (:id . 57))\n ((:tag . "VB") (:stem . "calculate") (:form . "calculate") (:end . 109)\n (:start . 100) (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 113) (:start . 110)\n (:id . 59))\n ((:tag . "NN") (:stem . "number") (:form . "number") (:end . 120)\n (:start . 114) (:id . 60))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 123) (:start . 121)\n (:id . 61))\n ((:tag . "NN") (:stem . "library") (:form . "library") (:end . 131)\n (:start . 124) (:id . 62))\n ((:tag . "NNS") (:stem . "sequence") (:form . "sequences") (:end . 141)\n (:start . 132) (:id . 63))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 144) (:start . 142)\n (:id . 64))\n ((:tag . "VB") (:stem . "obtain") (:form . "obtain") (:end . 151)\n (:start . 145) (:id . 65))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 153) (:start . 152)\n (:id . 66))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 159)\n (:start . 154) (:id . 67))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 161) (:start . 160)\n (:id . 68))\n ((:tag . "FW") (:stem . "i.e.") (:form . "i.e.") (:end . 165) (:start . 161)\n (:id . 69))\n ((:tag . "NN") (:stem . "e-value") (:form . "E-value") (:end . 173)\n (:start . 166) (:id . 70))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 174) (:start . 173)\n (:id . 71))\n ((:tag . "JJR") (:stem . "great") (:form . "greater") (:end . 182)\n (:start . 175) (:id . 72))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 187) (:start . 183)\n (:id . 73))\n ((:tag . "CC") (:stem . "or") (:form . "or") (:end . 190) (:start . 188)\n (:id . 74))\n ((:tag . "JJ") (:stem . "equal") (:form . "equal") (:end . 196)\n (:start . 191) (:id . 75))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 199) (:start . 197)\n (:id . 76))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 203) (:start . 200)\n (:id . 77))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 209)\n (:start . 204) (:id . 78))\n ((:tag . "VBN") (:stem . "obtain") (:form . "obtained") (:end . 218)\n (:start . 210) (:id . 79))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 221) (:start . 219)\n (:id . 80))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 225) (:start . 222)\n (:id . 81))\n ((:tag . "NN") (:stem . "search") (:form . "search") (:end . 232)\n (:start . 226) (:id . 82))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 233) (:start . 232)\n (:id . 83)))@@@1@42@((:identifiers (:sid . :s15.92) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504831@unknown@formal@none@1@S@The top-ranking 5 templates with the lowest E-values were considered as the templates if the E-values < 0.1.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "top-ranking") (:form . "top-ranking") (:end . 15)\n (:start . 4) (:id . 43))\n ((:tag . "CD") (:stem . "5") (:form . "5") (:end . 17) (:start . 16)\n (:id . 44))\n ((:tag . "NNS") (:stem . "template") (:form . "templates") (:end . 27)\n (:start . 18) (:id . 45))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 32) (:start . 28)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 36) (:start . 33)\n (:id . 47))\n ((:tag . "JJS") (:stem . "low") (:form . "lowest") (:end . 43) (:start . 37)\n (:id . 48))\n ((:tag . "NNS") (:stem . "e-value") (:form . "E-values") (:end . 52)\n (:start . 44) (:id . 49))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 57) (:start . 53)\n (:id . 50))\n ((:tag . "VBN") (:stem . "consider") (:form . "considered") (:end . 68)\n (:start . 58) (:id . 51))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 71) (:start . 69)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 75) (:start . 72)\n (:id . 53))\n ((:tag . "NNS") (:stem . "template") (:form . "templates") (:end . 85)\n (:start . 76) (:id . 54))\n ((:tag . "IN") (:stem . "if") (:form . "if") (:end . 88) (:start . 86)\n (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 92) (:start . 89)\n (:id . 56))\n ((:tag . "NNP") (:stem . "E-value") (:form . "E-values") (:end . 101)\n (:start . 93) (:id . 57))\n ((:tag . "SYM") (:stem . "<") (:form . "<") (:end . 103) (:start . 102)\n (:id . 58))\n ((:tag . "CD") (:stem . "0.1") (:form . "0.1") (:end . 107) (:start . 104)\n (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 108) (:start . 107)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s15.93) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504832@unknown@formal@none@1@S@For each structure in the top-ranking 5 templates, The (PS)2-v2 server generated six alternative target-template alignments by using different S2A2-matrix (wS2A2) weights, including 0, 0.2, 0.4, 0.64, 0.8 and 1.0.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 18)\n (:start . 9) (:id . 44))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 21) (:start . 19)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 25) (:start . 22)\n (:id . 46))\n ((:tag . "JJ") (:stem . "top-ranking") (:form . "top-ranking") (:end . 37)\n (:start . 26) (:id . 47))\n ((:tag . "CD") (:stem . "5") (:form . "5") (:end . 39) (:start . 38)\n (:id . 48))\n ((:tag . "NNS") (:stem . "template") (:form . "templates") (:end . 49)\n (:start . 40) (:id . 49))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 50) (:start . 49)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "The") (:end . 54) (:start . 51)\n (:id . 51))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 56) (:start . 55)\n (:id . 52))\n ((:tag . "NN") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 63)\n (:start . 56) (:id . 53))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 70)\n (:start . 64) (:id . 54))\n ((:tag . "VBD") (:stem . "generate") (:form . "generated") (:end . 80)\n (:start . 71) (:id . 55))\n ((:tag . "CD") (:stem . "six") (:form . "six") (:end . 84) (:start . 81)\n (:id . 56))\n ((:tag . "JJ") (:stem . "alternative") (:form . "alternative") (:end . 96)\n (:start . 85) (:id . 57))\n ((:tag . "JJ") (:stem . "target-template") (:form . "target-template")\n (:end . 112) (:start . 97) (:id . 58))\n ((:tag . "NNS") (:stem . "alignment") (:form . "alignments") (:end . 123)\n (:start . 113) (:id . 59))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 126) (:start . 124)\n (:id . 60))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 132) (:start . 127)\n (:id . 61))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 142)\n (:start . 133) (:id . 62))\n ((:tag . "NNP") (:stem . "S2A2-matrix") (:form . "S2A2-matrix") (:end . 154)\n (:start . 143) (:id . 63))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 156) (:start . 155)\n (:id . 64))\n ((:tag . "NN") (:stem . "ws2a2") (:form . "wS2A2") (:end . 161)\n (:start . 156) (:id . 65))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 162) (:start . 161)\n (:id . 66))\n ((:tag . "NNS") (:stem . "weight") (:form . "weights") (:end . 170)\n (:start . 163) (:id . 67))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 171) (:start . 170)\n (:id . 68))\n ((:tag . "VBG") (:stem . "include") (:form . "including") (:end . 181)\n (:start . 172) (:id . 69))\n ((:tag . "CD") (:stem . "0") (:form . "0") (:end . 183) (:start . 182)\n (:id . 70))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 184) (:start . 183)\n (:id . 71))\n ((:tag . "CD") (:stem . "0.2") (:form . "0.2") (:end . 188) (:start . 185)\n (:id . 72))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 189) (:start . 188)\n (:id . 73))\n ((:tag . "CD") (:stem . "0.4") (:form . "0.4") (:end . 193) (:start . 190)\n (:id . 74))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 194) (:start . 193)\n (:id . 75))\n ((:tag . "CD") (:stem . "0.64") (:form . "0.64") (:end . 199) (:start . 195)\n (:id . 76))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 200) (:start . 199)\n (:id . 77))\n ((:tag . "CD") (:stem . "0.8") (:form . "0.8") (:end . 204) (:start . 201)\n (:id . 78))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 208) (:start . 205)\n (:id . 79))\n ((:tag . "CD") (:stem . "1.0") (:form . "1.0") (:end . 212) (:start . 209)\n (:id . 80))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 213) (:start . 212)\n (:id . 81)))@@@1@40@((:identifiers (:sid . :s15.94) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504833@unknown@formal@none@1@S@Finally, we yielded 30 target-template alignments for a target protein.@(((:tag . "RB") (:stem . "finally") (:form . "Finally") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "VBD") (:stem . "yield") (:form . "yielded") (:end . 19)\n (:start . 12) (:id . 45))\n ((:tag . "CD") (:stem . "30") (:form . "30") (:end . 22) (:start . 20)\n (:id . 46))\n ((:tag . "JJ") (:stem . "target-template") (:form . "target-template")\n (:end . 38) (:start . 23) (:id . 47))\n ((:tag . "NNS") (:stem . "alignment") (:form . "alignments") (:end . 49)\n (:start . 39) (:id . 48))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 53) (:start . 50)\n (:id . 49))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 55) (:start . 54)\n (:id . 50))\n ((:tag . "NN") (:stem . "target") (:form . "target") (:end . 62)\n (:start . 56) (:id . 51))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 70)\n (:start . 63) (:id . 52))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 71) (:start . 70)\n (:id . 53)))@@@1@12@((:identifiers (:sid . :s15.95) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504834@unknown@formal@none@1@S@Model building and evaluation@(((:tag . "NNP") (:stem . "Model") (:form . "Model") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "building") (:form . "building") (:end . 14)\n (:start . 6) (:id . 43))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 18) (:start . 15)\n (:id . 44))\n ((:tag . "NN") (:stem . "evaluation") (:form . "evaluation") (:end . 29)\n (:start . 19) (:id . 45)))@@@1@4@((:identifiers (:sid . :s15.96) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504835@unknown@formal@none@1@S@Protein structure models were built using the homology modeling tool, MODELLER [24] according to the selected template(s) and target-template alignment(s) and then the ability to discriminate a correct protein model from incorrect models is critical when a server used multiple model methods.@(((:tag . "NN") (:stem . "protein") (:form . "Protein") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 17)\n (:start . 8) (:id . 43))\n ((:tag . "NNS") (:stem . "model") (:form . "models") (:end . 24)\n (:start . 18) (:id . 44))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 29) (:start . 25)\n (:id . 45))\n ((:tag . "VBN") (:stem . "build") (:form . "built") (:end . 35) (:start . 30)\n (:id . 46))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 41) (:start . 36)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 45) (:start . 42)\n (:id . 48))\n ((:tag . "NN") (:stem . "homology") (:form . "homology") (:end . 54)\n (:start . 46) (:id . 49))\n ((:tag . "NN") (:stem . "modeling") (:form . "modeling") (:end . 63)\n (:start . 55) (:id . 50))\n ((:tag . "NN") (:stem . "tool") (:form . "tool") (:end . 68) (:start . 64)\n (:id . 51))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 69) (:start . 68)\n (:id . 52))\n ((:tag . "NNP") (:stem . "MODELLER") (:form . "MODELLER") (:end . 78)\n (:start . 70) (:id . 53))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 80) (:start . 79)\n (:id . 54))\n ((:tag . "CD") (:stem . "24") (:form . "24") (:end . 82) (:start . 80)\n (:id . 55))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 83) (:start . 82)\n (:id . 56))\n ((:tag . "VBG") (:stem . "accord") (:form . "according") (:end . 93)\n (:start . 84) (:id . 57))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 96) (:start . 94)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 100) (:start . 97)\n (:id . 59))\n ((:tag . "VBN") (:stem . "select") (:form . "selected") (:end . 109)\n (:start . 101) (:id . 60))\n ((:tag . "NN") (:stem . "template(s)") (:form . "template(s)") (:end . 121)\n (:start . 110) (:id . 61))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 125) (:start . 122)\n (:id . 62))\n ((:tag . "JJ") (:stem . "target-template") (:form . "target-template")\n (:end . 141) (:start . 126) (:id . 63))\n ((:tag . "JJ") (:stem . "alignment(s)") (:form . "alignment(s)") (:end . 154)\n (:start . 142) (:id . 64))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 158) (:start . 155)\n (:id . 65))\n ((:tag . "RB") (:stem . "then") (:form . "then") (:end . 163) (:start . 159)\n (:id . 66))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 167) (:start . 164)\n (:id . 67))\n ((:tag . "NN") (:stem . "ability") (:form . "ability") (:end . 175)\n (:start . 168) (:id . 68))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 178) (:start . 176)\n (:id . 69))\n ((:tag . "VB") (:stem . "discriminate") (:form . "discriminate") (:end . 191)\n (:start . 179) (:id . 70))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 193) (:start . 192)\n (:id . 71))\n ((:tag . "JJ") (:stem . "correct") (:form . "correct") (:end . 201)\n (:start . 194) (:id . 72))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 209)\n (:start . 202) (:id . 73))\n ((:tag . "NN") (:stem . "model") (:form . "model") (:end . 215)\n (:start . 210) (:id . 74))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 220) (:start . 216)\n (:id . 75))\n ((:tag . "JJ") (:stem . "incorrect") (:form . "incorrect") (:end . 230)\n (:start . 221) (:id . 76))\n ((:tag . "NNS") (:stem . "model") (:form . "models") (:end . 237)\n (:start . 231) (:id . 77))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 240) (:start . 238)\n (:id . 78))\n ((:tag . "JJ") (:stem . "critical") (:form . "critical") (:end . 249)\n (:start . 241) (:id . 79))\n ((:tag . "WRB") (:stem . "when") (:form . "when") (:end . 254) (:start . 250)\n (:id . 80))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 256) (:start . 255)\n (:id . 81))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 263)\n (:start . 257) (:id . 82))\n ((:tag . "VBD") (:stem . "use") (:form . "used") (:end . 268) (:start . 264)\n (:id . 83))\n ((:tag . "JJ") (:stem . "multiple") (:form . "multiple") (:end . 277)\n (:start . 269) (:id . 84))\n ((:tag . "NN") (:stem . "model") (:form . "model") (:end . 283)\n (:start . 278) (:id . 85))\n ((:tag . "NNS") (:stem . "method") (:form . "methods") (:end . 291)\n (:start . 284) (:id . 86))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 292) (:start . 291)\n (:id . 87)))@@@1@46@((:identifiers (:sid . :s15.97) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504836@unknown@formal@none@1@S@Here, we utilized the program ProQ [19] to assess the quality of protein models based on the LGscore [30] and a model was considered correct if the LGscore was greater than 1.5 [19].@(((:tag . "RB") (:stem . "here") (:form . "Here") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 5) (:start . 4) (:id . 43))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 8) (:start . 6)\n (:id . 44))\n ((:tag . "VBD") (:stem . "utilize") (:form . "utilized") (:end . 17)\n (:start . 9) (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 21) (:start . 18)\n (:id . 46))\n ((:tag . "NN") (:stem . "program") (:form . "program") (:end . 29)\n (:start . 22) (:id . 47))\n ((:tag . "NNP") (:stem . "ProQ") (:form . "ProQ") (:end . 34) (:start . 30)\n (:id . 48))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 36) (:start . 35)\n (:id . 49))\n ((:tag . "CD") (:stem . "19") (:form . "19") (:end . 38) (:start . 36)\n (:id . 50))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 39) (:start . 38)\n (:id . 51))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 42) (:start . 40)\n (:id . 52))\n ((:tag . "VB") (:stem . "assess") (:form . "assess") (:end . 49)\n (:start . 43) (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 53) (:start . 50)\n (:id . 54))\n ((:tag . "NN") (:stem . "quality") (:form . "quality") (:end . 61)\n (:start . 54) (:id . 55))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 64) (:start . 62)\n (:id . 56))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 72)\n (:start . 65) (:id . 57))\n ((:tag . "NNS") (:stem . "model") (:form . "models") (:end . 79)\n (:start . 73) (:id . 58))\n ((:tag . "VBN") (:stem . "base") (:form . "based") (:end . 85) (:start . 80)\n (:id . 59))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 88) (:start . 86)\n (:id . 60))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 92) (:start . 89)\n (:id . 61))\n ((:tag . "NNP") (:stem . "LGscore") (:form . "LGscore") (:end . 100)\n (:start . 93) (:id . 62))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 102) (:start . 101)\n (:id . 63))\n ((:tag . "CD") (:stem . "30") (:form . "30") (:end . 104) (:start . 102)\n (:id . 64))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 105) (:start . 104)\n (:id . 65))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 109) (:start . 106)\n (:id . 66))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 111) (:start . 110)\n (:id . 67))\n ((:tag . "NN") (:stem . "model") (:form . "model") (:end . 117)\n (:start . 112) (:id . 68))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 121) (:start . 118)\n (:id . 69))\n ((:tag . "VBN") (:stem . "consider") (:form . "considered") (:end . 132)\n (:start . 122) (:id . 70))\n ((:tag . "JJ") (:stem . "correct") (:form . "correct") (:end . 140)\n (:start . 133) (:id . 71))\n ((:tag . "IN") (:stem . "if") (:form . "if") (:end . 143) (:start . 141)\n (:id . 72))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 147) (:start . 144)\n (:id . 73))\n ((:tag . "NN") (:stem . "lgscore") (:form . "LGscore") (:end . 155)\n (:start . 148) (:id . 74))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 159) (:start . 156)\n (:id . 75))\n ((:tag . "JJR") (:stem . "great") (:form . "greater") (:end . 167)\n (:start . 160) (:id . 76))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 172) (:start . 168)\n (:id . 77))\n ((:tag . "CD") (:stem . "1.5") (:form . "1.5") (:end . 176) (:start . 173)\n (:id . 78))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 178) (:start . 177)\n (:id . 79))\n ((:tag . "CD") (:stem . "19") (:form . "19") (:end . 180) (:start . 178)\n (:id . 80))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 181) (:start . 180)\n (:id . 81))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 182) (:start . 181)\n (:id . 82)))@@@1@41@((:identifiers (:sid . :s15.98) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504837@unknown@formal@none@1@S@The (PS)2-v2 server first selected the protein model, generated by the first rank template with wS2A2 = 0.64 as the seed model.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 5) (:start . 4) (:id . 43))\n ((:tag . "JJ") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 12)\n (:start . 5) (:id . 44))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 19)\n (:start . 13) (:id . 45))\n ((:tag . "RB") (:stem . "first") (:form . "first") (:end . 25) (:start . 20)\n (:id . 46))\n ((:tag . "VBD") (:stem . "select") (:form . "selected") (:end . 34)\n (:start . 26) (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 38) (:start . 35)\n (:id . 48))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 46)\n (:start . 39) (:id . 49))\n ((:tag . "NN") (:stem . "model") (:form . "model") (:end . 52) (:start . 47)\n (:id . 50))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 53) (:start . 52)\n (:id . 51))\n ((:tag . "VBN") (:stem . "generate") (:form . "generated") (:end . 63)\n (:start . 54) (:id . 52))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 66) (:start . 64)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 70) (:start . 67)\n (:id . 54))\n ((:tag . "JJ") (:stem . "first") (:form . "first") (:end . 76) (:start . 71)\n (:id . 55))\n ((:tag . "NN") (:stem . "rank") (:form . "rank") (:end . 81) (:start . 77)\n (:id . 56))\n ((:tag . "NN") (:stem . "template") (:form . "template") (:end . 90)\n (:start . 82) (:id . 57))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 95) (:start . 91)\n (:id . 58))\n ((:tag . "NN") (:stem . "ws2a2") (:form . "wS2A2") (:end . 101) (:start . 96)\n (:id . 59))\n ((:tag . "SYM") (:stem . "=") (:form . "=") (:end . 103) (:start . 102)\n (:id . 60))\n ((:tag . "CD") (:stem . "0.64") (:form . "0.64") (:end . 108) (:start . 104)\n (:id . 61))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 111) (:start . 109)\n (:id . 62))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 115) (:start . 112)\n (:id . 63))\n ((:tag . "NN") (:stem . "seed") (:form . "seed") (:end . 120) (:start . 116)\n (:id . 64))\n ((:tag . "NN") (:stem . "model") (:form . "model") (:end . 126)\n (:start . 121) (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 127) (:start . 126)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s15.99) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504838@unknown@formal@none@1@S@The LGscore of the seed model was then compared with those of the other models based on the top-rank 5 templates with different wS2A2 weights.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "lgscore") (:form . "LGscore") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 14) (:start . 12)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 18) (:start . 15)\n (:id . 45))\n ((:tag . "NN") (:stem . "seed") (:form . "seed") (:end . 23) (:start . 19)\n (:id . 46))\n ((:tag . "NN") (:stem . "model") (:form . "model") (:end . 29) (:start . 24)\n (:id . 47))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 33) (:start . 30)\n (:id . 48))\n ((:tag . "RB") (:stem . "then") (:form . "then") (:end . 38) (:start . 34)\n (:id . 49))\n ((:tag . "VBN") (:stem . "compare") (:form . "compared") (:end . 47)\n (:start . 39) (:id . 50))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 52) (:start . 48)\n (:id . 51))\n ((:tag . "DT") (:stem . "those") (:form . "those") (:end . 58) (:start . 53)\n (:id . 52))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 61) (:start . 59)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 65) (:start . 62)\n (:id . 54))\n ((:tag . "JJ") (:stem . "other") (:form . "other") (:end . 71) (:start . 66)\n (:id . 55))\n ((:tag . "NNS") (:stem . "model") (:form . "models") (:end . 78)\n (:start . 72) (:id . 56))\n ((:tag . "VBN") (:stem . "base") (:form . "based") (:end . 84) (:start . 79)\n (:id . 57))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 87) (:start . 85)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 91) (:start . 88)\n (:id . 59))\n ((:tag . "JJ") (:stem . "top-rank") (:form . "top-rank") (:end . 100)\n (:start . 92) (:id . 60))\n ((:tag . "CD") (:stem . "5") (:form . "5") (:end . 102) (:start . 101)\n (:id . 61))\n ((:tag . "NNS") (:stem . "template") (:form . "templates") (:end . 112)\n (:start . 103) (:id . 62))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 117) (:start . 113)\n (:id . 63))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 127)\n (:start . 118) (:id . 64))\n ((:tag . "NN") (:stem . "ws2a2") (:form . "wS2A2") (:end . 133)\n (:start . 128) (:id . 65))\n ((:tag . "NNS") (:stem . "weight") (:form . "weights") (:end . 141)\n (:start . 134) (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 142) (:start . 141)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s15.100) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504839@unknown@formal@none@1@S@A model was chosen as the final one if it had the highest LGscore and its LGscore (> 0.7) was significantly better than that of the seed model.@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "model") (:form . "model") (:end . 7) (:start . 2)\n (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 11) (:start . 8)\n (:id . 44))\n ((:tag . "VBN") (:stem . "choose") (:form . "chosen") (:end . 18)\n (:start . 12) (:id . 45))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 21) (:start . 19)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 25) (:start . 22)\n (:id . 47))\n ((:tag . "JJ") (:stem . "final") (:form . "final") (:end . 31) (:start . 26)\n (:id . 48))\n ((:tag . "CD") (:stem . "one") (:form . "one") (:end . 35) (:start . 32)\n (:id . 49))\n ((:tag . "IN") (:stem . "if") (:form . "if") (:end . 38) (:start . 36)\n (:id . 50))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 41) (:start . 39)\n (:id . 51))\n ((:tag . "VBD") (:stem . "have") (:form . "had") (:end . 45) (:start . 42)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 49) (:start . 46)\n (:id . 53))\n ((:tag . "JJS") (:stem . "high") (:form . "highest") (:end . 57)\n (:start . 50) (:id . 54))\n ((:tag . "NN") (:stem . "lgscore") (:form . "LGscore") (:end . 65)\n (:start . 58) (:id . 55))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 69) (:start . 66)\n (:id . 56))\n ((:tag . "PRP$") (:stem . "its") (:form . "its") (:end . 73) (:start . 70)\n (:id . 57))\n ((:tag . "NNP") (:stem . "LGscore") (:form . "LGscore") (:end . 81)\n (:start . 74) (:id . 58))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 83) (:start . 82)\n (:id . 59))\n ((:tag . "SYM") (:stem . ">") (:form . ">") (:end . 84) (:start . 83)\n (:id . 60))\n ((:tag . "CD") (:stem . "0.7") (:form . "0.7") (:end . 88) (:start . 85)\n (:id . 61))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 89) (:start . 88)\n (:id . 62))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 93) (:start . 90)\n (:id . 63))\n ((:tag . "RB") (:stem . "significantly") (:form . "significantly")\n (:end . 107) (:start . 94) (:id . 64))\n ((:tag . "JJR") (:stem . "good") (:form . "better") (:end . 114)\n (:start . 108) (:id . 65))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 119) (:start . 115)\n (:id . 66))\n ((:tag . "DT") (:stem . "that") (:form . "that") (:end . 124) (:start . 120)\n (:id . 67))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 127) (:start . 125)\n (:id . 68))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 131) (:start . 128)\n (:id . 69))\n ((:tag . "NN") (:stem . "seed") (:form . "seed") (:end . 136) (:start . 132)\n (:id . 70))\n ((:tag . "NN") (:stem . "model") (:form . "model") (:end . 142)\n (:start . 137) (:id . 71))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 143) (:start . 142)\n (:id . 72)))@@@1@31@((:identifiers (:sid . :s15.101) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504840@unknown@formal@none@1@S@Otherwise, the server selected the seed model as the final model.@(((:tag . "RB") (:stem . "otherwise") (:form . "Otherwise") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 10) (:start . 9)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 14) (:start . 11)\n (:id . 44))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 21)\n (:start . 15) (:id . 45))\n ((:tag . "VBD") (:stem . "select") (:form . "selected") (:end . 30)\n (:start . 22) (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 34) (:start . 31)\n (:id . 47))\n ((:tag . "NN") (:stem . "seed") (:form . "seed") (:end . 39) (:start . 35)\n (:id . 48))\n ((:tag . "NN") (:stem . "model") (:form . "model") (:end . 45) (:start . 40)\n (:id . 49))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 48) (:start . 46)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 52) (:start . 49)\n (:id . 51))\n ((:tag . "JJ") (:stem . "final") (:form . "final") (:end . 58) (:start . 53)\n (:id . 52))\n ((:tag . "NN") (:stem . "model") (:form . "model") (:end . 64) (:start . 59)\n (:id . 53))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 65) (:start . 64)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s15.102) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504841@unknown@formal@none@1@S@Multiple-template method@(((:tag . "JJ") (:stem . "multiple-template") (:form . "Multiple-template")\n (:end . 17) (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "method") (:form . "method") (:end . 24)\n (:start . 18) (:id . 43)))@@@1@2@((:identifiers (:sid . :s15.103) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504842@unknown@formal@none@1@S@(PS)2-v2 considered a target as a multiple domain protein if any region with >40 residues has non-aligned residues to the template(s) when using above "model building and evaluation" steps.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 8)\n (:start . 1) (:id . 43))\n ((:tag . "VBN") (:stem . "consider") (:form . "considered") (:end . 19)\n (:start . 9) (:id . 44))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 21) (:start . 20)\n (:id . 45))\n ((:tag . "NN") (:stem . "target") (:form . "target") (:end . 28)\n (:start . 22) (:id . 46))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 31) (:start . 29)\n (:id . 47))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 33) (:start . 32)\n (:id . 48))\n ((:tag . "JJ") (:stem . "multiple") (:form . "multiple") (:end . 42)\n (:start . 34) (:id . 49))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 49)\n (:start . 43) (:id . 50))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 57)\n (:start . 50) (:id . 51))\n ((:tag . "IN") (:stem . "if") (:form . "if") (:end . 60) (:start . 58)\n (:id . 52))\n ((:tag . "DT") (:stem . "any") (:form . "any") (:end . 64) (:start . 61)\n (:id . 53))\n ((:tag . "NN") (:stem . "region") (:form . "region") (:end . 71)\n (:start . 65) (:id . 54))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 76) (:start . 72)\n (:id . 55))\n ((:tag . "CD") (:stem . ">40") (:form . ">40") (:end . 80) (:start . 77)\n (:id . 56))\n ((:tag . "NNS") (:stem . "residue") (:form . "residues") (:end . 89)\n (:start . 81) (:id . 57))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 93) (:start . 90)\n (:id . 58))\n ((:tag . "JJ") (:stem . "non-aligned") (:form . "non-aligned") (:end . 105)\n (:start . 94) (:id . 59))\n ((:tag . "NNS") (:stem . "residue") (:form . "residues") (:end . 114)\n (:start . 106) (:id . 60))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 117) (:start . 115)\n (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 121) (:start . 118)\n (:id . 62))\n ((:tag . "NN") (:stem . "template(s)") (:form . "template(s)") (:end . 133)\n (:start . 122) (:id . 63))\n ((:tag . "WRB") (:stem . "when") (:form . "when") (:end . 138) (:start . 134)\n (:id . 64))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 144) (:start . 139)\n (:id . 65))\n ((:tag . "IN") (:stem . "above") (:form . "above") (:end . 150)\n (:start . 145) (:id . 66))\n ((:tag . "``") (:stem . "``") (:form . "“") (:end . 152) (:start . 151)\n (:id . 67))\n ((:tag . "NN") (:stem . "model") (:form . "model") (:end . 157)\n (:start . 152) (:id . 68))\n ((:tag . "NN") (:stem . "building") (:form . "building") (:end . 166)\n (:start . 158) (:id . 69))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 170) (:start . 167)\n (:id . 70))\n ((:tag . "NN") (:stem . "evaluation") (:form . "evaluation") (:end . 181)\n (:start . 171) (:id . 71))\n ((:tag . "''") (:stem . "''") (:form . "”") (:end . 182) (:start . 181)\n (:id . 72))\n ((:tag . "NNS") (:stem . "step") (:form . "steps") (:end . 188)\n (:start . 183) (:id . 73))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 189) (:start . 188)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s15.104) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504843@unknown@formal@none@1@S@For a multiple domain protein, (PS)2-v2 automatically decided domain boundaries based on the borders of the large gaps between the target and the template(s), and repeatedly executed above steps to model the structures of the non-aligned residues (Figure 1).@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 5) (:start . 4)\n (:id . 43))\n ((:tag . "JJ") (:stem . "multiple") (:form . "multiple") (:end . 14)\n (:start . 6) (:id . 44))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 21)\n (:start . 15) (:id . 45))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 29)\n (:start . 22) (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 30) (:start . 29)\n (:id . 47))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 32) (:start . 31)\n (:id . 48))\n ((:tag . "NNP") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 39)\n (:start . 32) (:id . 49))\n ((:tag . "RB") (:stem . "automatically") (:form . "automatically")\n (:end . 53) (:start . 40) (:id . 50))\n ((:tag . "VBD") (:stem . "decide") (:form . "decided") (:end . 61)\n (:start . 54) (:id . 51))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 68)\n (:start . 62) (:id . 52))\n ((:tag . "NNS") (:stem . "boundary") (:form . "boundaries") (:end . 79)\n (:start . 69) (:id . 53))\n ((:tag . "VBN") (:stem . "base") (:form . "based") (:end . 85) (:start . 80)\n (:id . 54))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 88) (:start . 86)\n (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 92) (:start . 89)\n (:id . 56))\n ((:tag . "NNS") (:stem . "border") (:form . "borders") (:end . 100)\n (:start . 93) (:id . 57))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 103) (:start . 101)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 107) (:start . 104)\n (:id . 59))\n ((:tag . "JJ") (:stem . "large") (:form . "large") (:end . 113)\n (:start . 108) (:id . 60))\n ((:tag . "NNS") (:stem . "gap") (:form . "gaps") (:end . 118) (:start . 114)\n (:id . 61))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 126)\n (:start . 119) (:id . 62))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 130) (:start . 127)\n (:id . 63))\n ((:tag . "NN") (:stem . "target") (:form . "target") (:end . 137)\n (:start . 131) (:id . 64))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 141) (:start . 138)\n (:id . 65))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 145) (:start . 142)\n (:id . 66))\n ((:tag . "NN") (:stem . "template(s)") (:form . "template(s)") (:end . 157)\n (:start . 146) (:id . 67))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 158) (:start . 157)\n (:id . 68))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 162) (:start . 159)\n (:id . 69))\n ((:tag . "RB") (:stem . "repeatedly") (:form . "repeatedly") (:end . 173)\n (:start . 163) (:id . 70))\n ((:tag . "VBN") (:stem . "execute") (:form . "executed") (:end . 182)\n (:start . 174) (:id . 71))\n ((:tag . "IN") (:stem . "above") (:form . "above") (:end . 188)\n (:start . 183) (:id . 72))\n ((:tag . "NNS") (:stem . "step") (:form . "steps") (:end . 194)\n (:start . 189) (:id . 73))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 197) (:start . 195)\n (:id . 74))\n ((:tag . "VB") (:stem . "model") (:form . "model") (:end . 203)\n (:start . 198) (:id . 75))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 207) (:start . 204)\n (:id . 76))\n ((:tag . "NNS") (:stem . "structure") (:form . "structures") (:end . 218)\n (:start . 208) (:id . 77))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 221) (:start . 219)\n (:id . 78))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 225) (:start . 222)\n (:id . 79))\n ((:tag . "JJ") (:stem . "non-aligned") (:form . "non-aligned") (:end . 237)\n (:start . 226) (:id . 80))\n ((:tag . "NNS") (:stem . "residue") (:form . "residues") (:end . 246)\n (:start . 238) (:id . 81))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 248) (:start . 247)\n (:id . 82))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 254)\n (:start . 248) (:id . 83))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 256) (:start . 255)\n (:id . 84))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 257) (:start . 256)\n (:id . 85))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 258) (:start . 257)\n (:id . 86)))@@@1@45@((:identifiers (:sid . :s15.105) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504844@unknown@formal@none@1@S@Finally, these multiple models were then used as structure templates to generate the full-length final model for the query protein.@(((:tag . "RB") (:stem . "finally") (:form . "Finally") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 14) (:start . 9)\n (:id . 44))\n ((:tag . "JJ") (:stem . "multiple") (:form . "multiple") (:end . 23)\n (:start . 15) (:id . 45))\n ((:tag . "NNS") (:stem . "model") (:form . "models") (:end . 30)\n (:start . 24) (:id . 46))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 35) (:start . 31)\n (:id . 47))\n ((:tag . "RB") (:stem . "then") (:form . "then") (:end . 40) (:start . 36)\n (:id . 48))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 45) (:start . 41)\n (:id . 49))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 48) (:start . 46)\n (:id . 50))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 58)\n (:start . 49) (:id . 51))\n ((:tag . "VBZ") (:stem . "template") (:form . "templates") (:end . 68)\n (:start . 59) (:id . 52))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 71) (:start . 69)\n (:id . 53))\n ((:tag . "VB") (:stem . "generate") (:form . "generate") (:end . 80)\n (:start . 72) (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 84) (:start . 81)\n (:id . 55))\n ((:tag . "JJ") (:stem . "full-length") (:form . "full-length") (:end . 96)\n (:start . 85) (:id . 56))\n ((:tag . "JJ") (:stem . "final") (:form . "final") (:end . 102) (:start . 97)\n (:id . 57))\n ((:tag . "NN") (:stem . "model") (:form . "model") (:end . 108)\n (:start . 103) (:id . 58))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 112) (:start . 109)\n (:id . 59))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 116) (:start . 113)\n (:id . 60))\n ((:tag . "NN") (:stem . "query") (:form . "query") (:end . 122)\n (:start . 117) (:id . 61))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 130)\n (:start . 123) (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 131) (:start . 130)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s15.106) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504845@unknown@formal@none@1@S@Utility@(((:tag . "NNP") (:stem . "Utility") (:form . "Utility") (:end . 7)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s15.107) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5504846@unknown@formal@none@1@S@Input format@(((:tag . "NN") (:stem . "input") (:form . "Input") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "format") (:form . "format") (:end . 12) (:start . 6)\n (:id . 43)))@@@1@2@((:identifiers (:sid . :s15.108) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504847@unknown@formal@none@1@S@The (PS)2-v2 server is an easy-to-use web server (Figure 2).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 5) (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 12)\n (:start . 5) (:id . 44))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 19)\n (:start . 13) (:id . 45))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 22) (:start . 20)\n (:id . 46))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 25) (:start . 23)\n (:id . 47))\n ((:tag . "JJ") (:stem . "easy-to-use") (:form . "easy-to-use") (:end . 37)\n (:start . 26) (:id . 48))\n ((:tag . "NN") (:stem . "web") (:form . "web") (:end . 41) (:start . 38)\n (:id . 49))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 48)\n (:start . 42) (:id . 50))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 50) (:start . 49)\n (:id . 51))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 56)\n (:start . 50) (:id . 52))\n ((:tag . "CD") (:stem . "2") (:form . "2") (:end . 58) (:start . 57)\n (:id . 53))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 59) (:start . 58)\n (:id . 54))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 60) (:start . 59)\n (:id . 55)))@@@1@14@((:identifiers (:sid . :s15.109) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504848@unknown@formal@none@1@S@Users input the query protein sequence in FASTA format.@(((:tag . "NNS") (:stem . "user") (:form . "Users") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "input") (:form . "input") (:end . 11) (:start . 6)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 15) (:start . 12)\n (:id . 44))\n ((:tag . "NN") (:stem . "query") (:form . "query") (:end . 21) (:start . 16)\n (:id . 45))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 29)\n (:start . 22) (:id . 46))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 38)\n (:start . 30) (:id . 47))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 41) (:start . 39)\n (:id . 48))\n ((:tag . "NNP") (:stem . "FASTA") (:form . "FASTA") (:end . 47) (:start . 42)\n (:id . 49))\n ((:tag . "NN") (:stem . "format") (:form . "format") (:end . 54)\n (:start . 48) (:id . 50))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 55) (:start . 54)\n (:id . 51)))@@@1@10@((:identifiers (:sid . :s15.110) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504849@unknown@formal@none@1@S@The server provides three modes (Automatic, Manual and 'Use this template') for choosing template(s) (Figure 2A).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 10) (:start . 4)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "provide") (:form . "provides") (:end . 19)\n (:start . 11) (:id . 44))\n ((:tag . "CD") (:stem . "three") (:form . "three") (:end . 25) (:start . 20)\n (:id . 45))\n ((:tag . "NNS") (:stem . "mode") (:form . "modes") (:end . 31) (:start . 26)\n (:id . 46))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 33) (:start . 32)\n (:id . 47))\n ((:tag . "NNP") (:stem . "Automatic") (:form . "Automatic") (:end . 42)\n (:start . 33) (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 43) (:start . 42)\n (:id . 49))\n ((:tag . "NNP") (:stem . "Manual") (:form . "Manual") (:end . 50)\n (:start . 44) (:id . 50))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 54) (:start . 51)\n (:id . 51))\n ((:tag . "``") (:stem . "‘") (:form . "‘") (:end . 56) (:start . 55)\n (:id . 52))\n ((:tag . "VB") (:stem . "Use") (:form . "Use") (:end . 59) (:start . 56)\n (:id . 53))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 64) (:start . 60)\n (:id . 54))\n ((:tag . "NN") (:stem . "template") (:form . "template") (:end . 73)\n (:start . 65) (:id . 55))\n ((:tag . "''") (:stem . "'") (:form . "’") (:end . 74) (:start . 73)\n (:id . 56))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 75) (:start . 74)\n (:id . 57))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 79) (:start . 76)\n (:id . 58))\n ((:tag . "VBG") (:stem . "choose") (:form . "choosing") (:end . 88)\n (:start . 80) (:id . 59))\n ((:tag . "NNP") (:stem . "template(s)") (:form . "template(s)") (:end . 100)\n (:start . 89) (:id . 60))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 102) (:start . 101)\n (:id . 61))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 108)\n (:start . 102) (:id . 62))\n ((:tag . "NN") (:stem . "2a") (:form . "2A") (:end . 111) (:start . 109)\n (:id . 63))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 112) (:start . 111)\n (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 113) (:start . 112)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s15.111) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504850@unknown@formal@none@1@S@The default mode is 'Automatic'.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "default") (:form . "default") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "mode") (:form . "mode") (:end . 16) (:start . 12)\n (:id . 44))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 19) (:start . 17)\n (:id . 45))\n ((:tag . "``") (:stem . "‘") (:form . "‘") (:end . 21) (:start . 20)\n (:id . 46))\n ((:tag . "JJ") (:stem . "Automatic") (:form . "Automatic") (:end . 30)\n (:start . 21) (:id . 47))\n ((:tag . "''") (:stem . "'") (:form . "’") (:end . 31) (:start . 30)\n (:id . 48))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 32) (:start . 31)\n (:id . 49)))@@@1@8@((:identifiers (:sid . :s15.112) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504851@unknown@formal@none@1@S@In this mode, (PS)2-v2 automatically selects the modeling template(s).@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "mode") (:form . "mode") (:end . 12) (:start . 8)\n (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 13) (:start . 12)\n (:id . 45))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 15) (:start . 14)\n (:id . 46))\n ((:tag . "NNP") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 22)\n (:start . 15) (:id . 47))\n ((:tag . "RB") (:stem . "automatically") (:form . "automatically")\n (:end . 36) (:start . 23) (:id . 48))\n ((:tag . "VBZ") (:stem . "select") (:form . "selects") (:end . 44)\n (:start . 37) (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 48) (:start . 45)\n (:id . 50))\n ((:tag . "NN") (:stem . "modeling") (:form . "modeling") (:end . 57)\n (:start . 49) (:id . 51))\n ((:tag . "NN") (:stem . "template(s)") (:form . "template(s)") (:end . 69)\n (:start . 58) (:id . 52))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 70) (:start . 69)\n (:id . 53)))@@@1@12@((:identifiers (:sid . :s15.113) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504852@unknown@formal@none@1@S@For the 'Manual' mode, our server enables users to assign specific template(s) from a list of candidates (Figure 2B).@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "``") (:stem . "‘") (:form . "‘") (:end . 9) (:start . 8)\n (:id . 44))\n ((:tag . "JJ") (:stem . "Manual") (:form . "Manual") (:end . 15) (:start . 9)\n (:id . 45))\n ((:tag . "POS") (:stem . "'") (:form . "’") (:end . 16) (:start . 15)\n (:id . 46))\n ((:tag . "NN") (:stem . "mode") (:form . "mode") (:end . 21) (:start . 17)\n (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 22) (:start . 21)\n (:id . 48))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 26) (:start . 23)\n (:id . 49))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 33)\n (:start . 27) (:id . 50))\n ((:tag . "VBZ") (:stem . "enable") (:form . "enables") (:end . 41)\n (:start . 34) (:id . 51))\n ((:tag . "NNS") (:stem . "user") (:form . "users") (:end . 47) (:start . 42)\n (:id . 52))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 50) (:start . 48)\n (:id . 53))\n ((:tag . "VB") (:stem . "assign") (:form . "assign") (:end . 57)\n (:start . 51) (:id . 54))\n ((:tag . "JJ") (:stem . "specific") (:form . "specific") (:end . 66)\n (:start . 58) (:id . 55))\n ((:tag . "NNS") (:stem . "template(s)") (:form . "template(s)") (:end . 78)\n (:start . 67) (:id . 56))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 83) (:start . 79)\n (:id . 57))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 85) (:start . 84)\n (:id . 58))\n ((:tag . "NN") (:stem . "list") (:form . "list") (:end . 90) (:start . 86)\n (:id . 59))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 93) (:start . 91)\n (:id . 60))\n ((:tag . "NNS") (:stem . "candidate") (:form . "candidates") (:end . 104)\n (:start . 94) (:id . 61))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 106) (:start . 105)\n (:id . 62))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 112)\n (:start . 106) (:id . 63))\n ((:tag . "NN") (:stem . "2b") (:form . "2B") (:end . 115) (:start . 113)\n (:id . 64))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 116) (:start . 115)\n (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 117) (:start . 116)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s15.114) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504853@unknown@formal@none@1@S@The 'Use this template' mode allows users to assign a specific protein structure as the template.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "``") (:stem . "‘") (:form . "‘") (:end . 5) (:start . 4)\n (:id . 43))\n ((:tag . "NNP") (:stem . "Use") (:form . "Use") (:end . 8) (:start . 5)\n (:id . 44))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 13) (:start . 9)\n (:id . 45))\n ((:tag . "NN") (:stem . "template") (:form . "template") (:end . 22)\n (:start . 14) (:id . 46))\n ((:tag . "POS") (:stem . "'") (:form . "’") (:end . 23) (:start . 22)\n (:id . 47))\n ((:tag . "NN") (:stem . "mode") (:form . "mode") (:end . 28) (:start . 24)\n (:id . 48))\n ((:tag . "VBZ") (:stem . "allow") (:form . "allows") (:end . 35)\n (:start . 29) (:id . 49))\n ((:tag . "NNS") (:stem . "user") (:form . "users") (:end . 41) (:start . 36)\n (:id . 50))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 44) (:start . 42)\n (:id . 51))\n ((:tag . "VB") (:stem . "assign") (:form . "assign") (:end . 51)\n (:start . 45) (:id . 52))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 53) (:start . 52)\n (:id . 53))\n ((:tag . "JJ") (:stem . "specific") (:form . "specific") (:end . 62)\n (:start . 54) (:id . 54))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 70)\n (:start . 63) (:id . 55))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 80)\n (:start . 71) (:id . 56))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 83) (:start . 81)\n (:id . 57))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 87) (:start . 84)\n (:id . 58))\n ((:tag . "NN") (:stem . "template") (:form . "template") (:end . 96)\n (:start . 88) (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 97) (:start . 96)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s15.115) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504854@unknown@formal@none@1@S@Finally, (PS)2-v2 transmits the predicted results to the users by email addresses.@(((:tag . "RB") (:stem . "finally") (:form . "Finally") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 10) (:start . 9)\n (:id . 44))\n ((:tag . "NNP") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 17)\n (:start . 10) (:id . 45))\n ((:tag . "VBZ") (:stem . "transmit") (:form . "transmits") (:end . 27)\n (:start . 18) (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 31) (:start . 28)\n (:id . 47))\n ((:tag . "VBN") (:stem . "predict") (:form . "predicted") (:end . 41)\n (:start . 32) (:id . 48))\n ((:tag . "NNS") (:stem . "result") (:form . "results") (:end . 49)\n (:start . 42) (:id . 49))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 52) (:start . 50)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 56) (:start . 53)\n (:id . 51))\n ((:tag . "NNS") (:stem . "user") (:form . "users") (:end . 62) (:start . 57)\n (:id . 52))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 65) (:start . 63)\n (:id . 53))\n ((:tag . "NN") (:stem . "email") (:form . "email") (:end . 71) (:start . 66)\n (:id . 54))\n ((:tag . "NNS") (:stem . "address") (:form . "addresses") (:end . 81)\n (:start . 72) (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 82) (:start . 81)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s15.116) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504855@unknown@formal@none@1@S@Output format@(((:tag . "NN") (:stem . "output") (:form . "Output") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "format") (:form . "format") (:end . 13) (:start . 7)\n (:id . 43)))@@@1@2@((:identifiers (:sid . :s15.117) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504856@unknown@formal@none@1@S@The (PS)2-v2 server typically yields a predicted structure within 7 minutes if the query sequence length is ~200.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 5) (:start . 4) (:id . 43))\n ((:tag . "JJ") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 12)\n (:start . 5) (:id . 44))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 19)\n (:start . 13) (:id . 45))\n ((:tag . "RB") (:stem . "typically") (:form . "typically") (:end . 29)\n (:start . 20) (:id . 46))\n ((:tag . "VBZ") (:stem . "yield") (:form . "yields") (:end . 36)\n (:start . 30) (:id . 47))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 38) (:start . 37)\n (:id . 48))\n ((:tag . "VBN") (:stem . "predict") (:form . "predicted") (:end . 48)\n (:start . 39) (:id . 49))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 58)\n (:start . 49) (:id . 50))\n ((:tag . "IN") (:stem . "within") (:form . "within") (:end . 65)\n (:start . 59) (:id . 51))\n ((:tag . "CD") (:stem . "7") (:form . "7") (:end . 67) (:start . 66)\n (:id . 52))\n ((:tag . "NNS") (:stem . "minute") (:form . "minutes") (:end . 75)\n (:start . 68) (:id . 53))\n ((:tag . "IN") (:stem . "if") (:form . "if") (:end . 78) (:start . 76)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 82) (:start . 79)\n (:id . 55))\n ((:tag . "NN") (:stem . "query") (:form . "query") (:end . 88) (:start . 83)\n (:id . 56))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 97)\n (:start . 89) (:id . 57))\n ((:tag . "NN") (:stem . "length") (:form . "length") (:end . 104)\n (:start . 98) (:id . 58))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 107) (:start . 105)\n (:id . 59))\n ((:tag . "CD") (:stem . "~200") (:form . "~200") (:end . 112) (:start . 108)\n (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 113) (:start . 112)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s15.118) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504857@unknown@formal@none@1@S@The server shows a list of templates, selected template(s), target-template alignment(s), predicted structure(s) and structure evaluations (Figures 2B and 2C).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 10) (:start . 4)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "show") (:form . "shows") (:end . 16) (:start . 11)\n (:id . 44))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 18) (:start . 17)\n (:id . 45))\n ((:tag . "NN") (:stem . "list") (:form . "list") (:end . 23) (:start . 19)\n (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 26) (:start . 24)\n (:id . 47))\n ((:tag . "NNS") (:stem . "template") (:form . "templates") (:end . 36)\n (:start . 27) (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 37) (:start . 36)\n (:id . 49))\n ((:tag . "VBN") (:stem . "select") (:form . "selected") (:end . 46)\n (:start . 38) (:id . 50))\n ((:tag . "NNS") (:stem . "template(s)") (:form . "template(s)") (:end . 58)\n (:start . 47) (:id . 51))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 59) (:start . 58)\n (:id . 52))\n ((:tag . "JJ") (:stem . "target-template") (:form . "target-template")\n (:end . 75) (:start . 60) (:id . 53))\n ((:tag . "JJ") (:stem . "alignment(s)") (:form . "alignment(s)") (:end . 88)\n (:start . 76) (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 89) (:start . 88)\n (:id . 55))\n ((:tag . "VBN") (:stem . "predict") (:form . "predicted") (:end . 99)\n (:start . 90) (:id . 56))\n ((:tag . "NN") (:stem . "structure(s)") (:form . "structure(s)") (:end . 112)\n (:start . 100) (:id . 57))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 116) (:start . 113)\n (:id . 58))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 126)\n (:start . 117) (:id . 59))\n ((:tag . "NNS") (:stem . "evaluation") (:form . "evaluations") (:end . 138)\n (:start . 127) (:id . 60))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 140) (:start . 139)\n (:id . 61))\n ((:tag . "NNS") (:stem . "figure") (:form . "Figures") (:end . 147)\n (:start . 140) (:id . 62))\n ((:tag . "NN") (:stem . "2b") (:form . "2B") (:end . 150) (:start . 148)\n (:id . 63))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 154) (:start . 151)\n (:id . 64))\n ((:tag . "NN") (:stem . "2c") (:form . "2C") (:end . 157) (:start . 155)\n (:id . 65))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 158) (:start . 157)\n (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 159) (:start . 158)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s15.119) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504858@unknown@formal@none@1@S@The predicted structures are visualized in PNG format generated by the MolScript [31] and Raster3D [32] packages.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "VBN") (:stem . "predict") (:form . "predicted") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "NNS") (:stem . "structure") (:form . "structures") (:end . 24)\n (:start . 14) (:id . 44))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 28) (:start . 25)\n (:id . 45))\n ((:tag . "VBN") (:stem . "visualize") (:form . "visualized") (:end . 39)\n (:start . 29) (:id . 46))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 42) (:start . 40)\n (:id . 47))\n ((:tag . "NN") (:stem . "png") (:form . "PNG") (:end . 46) (:start . 43)\n (:id . 48))\n ((:tag . "NN") (:stem . "format") (:form . "format") (:end . 53)\n (:start . 47) (:id . 49))\n ((:tag . "VBN") (:stem . "generate") (:form . "generated") (:end . 63)\n (:start . 54) (:id . 50))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 66) (:start . 64)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 70) (:start . 67)\n (:id . 52))\n ((:tag . "NNP") (:stem . "MolScript") (:form . "MolScript") (:end . 80)\n (:start . 71) (:id . 53))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 82) (:start . 81)\n (:id . 54))\n ((:tag . "CD") (:stem . "31") (:form . "31") (:end . 84) (:start . 82)\n (:id . 55))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 85) (:start . 84)\n (:id . 56))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 89) (:start . 86)\n (:id . 57))\n ((:tag . "NNP") (:stem . "Raster3D") (:form . "Raster3D") (:end . 98)\n (:start . 90) (:id . 58))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 100) (:start . 99)\n (:id . 59))\n ((:tag . "CD") (:stem . "32") (:form . "32") (:end . 102) (:start . 100)\n (:id . 60))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 103) (:start . 102)\n (:id . 61))\n ((:tag . "NNS") (:stem . "package") (:form . "packages") (:end . 112)\n (:start . 104) (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 113) (:start . 112)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s15.120) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504859@unknown@formal@none@1@S@If the user clicks a PNG picture, then the corresponding protein 3D structure is also displayed on the AstexViewer [33] (Figure 2D).@(((:tag . "IN") (:stem . "if") (:form . "If") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "user") (:form . "user") (:end . 11) (:start . 7)\n (:id . 44))\n ((:tag . "VBZ") (:stem . "click") (:form . "clicks") (:end . 18)\n (:start . 12) (:id . 45))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 20) (:start . 19)\n (:id . 46))\n ((:tag . "NN") (:stem . "png") (:form . "PNG") (:end . 24) (:start . 21)\n (:id . 47))\n ((:tag . "NN") (:stem . "picture") (:form . "picture") (:end . 32)\n (:start . 25) (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 33) (:start . 32)\n (:id . 49))\n ((:tag . "RB") (:stem . "then") (:form . "then") (:end . 38) (:start . 34)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 42) (:start . 39)\n (:id . 51))\n ((:tag . "VBG") (:stem . "correspond") (:form . "corresponding") (:end . 56)\n (:start . 43) (:id . 52))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 64)\n (:start . 57) (:id . 53))\n ((:tag . "NN") (:stem . "3d") (:form . "3D") (:end . 67) (:start . 65)\n (:id . 54))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 77)\n (:start . 68) (:id . 55))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 80) (:start . 78)\n (:id . 56))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 85) (:start . 81)\n (:id . 57))\n ((:tag . "VBN") (:stem . "display") (:form . "displayed") (:end . 95)\n (:start . 86) (:id . 58))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 98) (:start . 96)\n (:id . 59))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 102) (:start . 99)\n (:id . 60))\n ((:tag . "NNP") (:stem . "AstexViewer") (:form . "AstexViewer") (:end . 114)\n (:start . 103) (:id . 61))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 116) (:start . 115)\n (:id . 62))\n ((:tag . "CD") (:stem . "33") (:form . "33") (:end . 118) (:start . 116)\n (:id . 63))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 119) (:start . 118)\n (:id . 64))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 121) (:start . 120)\n (:id . 65))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 127)\n (:start . 121) (:id . 66))\n ((:tag . "NN") (:stem . "2d") (:form . "2D") (:end . 130) (:start . 128)\n (:id . 67))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 131) (:start . 130)\n (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 132) (:start . 131)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s15.121) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504860@unknown@formal@none@1@S@A user can download the predicted structure coordinates in the PDB format.@(((:tag . "DT") (:stem . "a") (:form . "A") (:end . 1) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "user") (:form . "user") (:end . 6) (:start . 2)\n (:id . 43))\n ((:tag . "MD") (:stem . "can") (:form . "can") (:end . 10) (:start . 7)\n (:id . 44))\n ((:tag . "VB") (:stem . "download") (:form . "download") (:end . 19)\n (:start . 11) (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 23) (:start . 20)\n (:id . 46))\n ((:tag . "VBN") (:stem . "predict") (:form . "predicted") (:end . 33)\n (:start . 24) (:id . 47))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 43)\n (:start . 34) (:id . 48))\n ((:tag . "VBZ") (:stem . "coordinate") (:form . "coordinates") (:end . 55)\n (:start . 44) (:id . 49))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 58) (:start . 56)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 62) (:start . 59)\n (:id . 51))\n ((:tag . "NNP") (:stem . "PDB") (:form . "PDB") (:end . 66) (:start . 63)\n (:id . 52))\n ((:tag . "NN") (:stem . "format") (:form . "format") (:end . 73)\n (:start . 67) (:id . 53))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 74) (:start . 73)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s15.122) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504861@unknown@formal@none@1@S@The server also provides the target-template alignments and the structure quality factors (Figure 2E).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 10) (:start . 4)\n (:id . 43))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 15) (:start . 11)\n (:id . 44))\n ((:tag . "VBZ") (:stem . "provide") (:form . "provides") (:end . 24)\n (:start . 16) (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 28) (:start . 25)\n (:id . 46))\n ((:tag . "JJ") (:stem . "target-template") (:form . "target-template")\n (:end . 44) (:start . 29) (:id . 47))\n ((:tag . "NNS") (:stem . "alignment") (:form . "alignments") (:end . 55)\n (:start . 45) (:id . 48))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 59) (:start . 56)\n (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 63) (:start . 60)\n (:id . 50))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 73)\n (:start . 64) (:id . 51))\n ((:tag . "NN") (:stem . "quality") (:form . "quality") (:end . 81)\n (:start . 74) (:id . 52))\n ((:tag . "NNS") (:stem . "factor") (:form . "factors") (:end . 89)\n (:start . 82) (:id . 53))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 91) (:start . 90)\n (:id . 54))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 97)\n (:start . 91) (:id . 55))\n ((:tag . "NN") (:stem . "2e") (:form . "2E") (:end . 100) (:start . 98)\n (:id . 56))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 101) (:start . 100)\n (:id . 57))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 102) (:start . 101)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s15.123) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504862@unknown@formal@none@1@S@Modeling of ever shorter telomeres 3@(((:tag . "NN") (:stem . "modeling") (:form . "Modeling") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 11) (:start . 9)\n (:id . 43))\n ((:tag . "RB") (:stem . "ever") (:form . "ever") (:end . 16) (:start . 12)\n (:id . 44))\n ((:tag . "JJR") (:stem . "short") (:form . "shorter") (:end . 24)\n (:start . 17) (:id . 45))\n ((:tag . "VBZ") (:stem . "telomere") (:form . "telomeres") (:end . 34)\n (:start . 25) (:id . 46))\n ((:tag . "CD") (:stem . "3") (:form . "3") (:end . 36) (:start . 35)\n (:id . 47)))@@@1@6@((:identifiers (:sid . :s15.124) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504863@unknown@formal@none@1@S@The ever shorter telomeres 3 (Est3, UniProt Q03096), which is essential for telomere replication in vivo, is a small regulatory subunit of telomerase from Saccharomyces cerevisiae.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "RB") (:stem . "ever") (:form . "ever") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "JJR") (:stem . "short") (:form . "shorter") (:end . 16)\n (:start . 9) (:id . 44))\n ((:tag . "NNS") (:stem . "telomere") (:form . "telomeres") (:end . 26)\n (:start . 17) (:id . 45))\n ((:tag . "CD") (:stem . "3") (:form . "3") (:end . 28) (:start . 27)\n (:id . 46))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 30) (:start . 29)\n (:id . 47))\n ((:tag . "NNP") (:stem . "Est3") (:form . "Est3") (:end . 34) (:start . 30)\n (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 35) (:start . 34)\n (:id . 49))\n ((:tag . "NNP") (:stem . "UniProt") (:form . "UniProt") (:end . 43)\n (:start . 36) (:id . 50))\n ((:tag . "NNP") (:stem . "Q03096") (:form . "Q03096") (:end . 50)\n (:start . 44) (:id . 51))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 51) (:start . 50)\n (:id . 52))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 52) (:start . 51)\n (:id . 53))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 58) (:start . 53)\n (:id . 54))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 61) (:start . 59)\n (:id . 55))\n ((:tag . "JJ") (:stem . "essential") (:form . "essential") (:end . 71)\n (:start . 62) (:id . 56))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 75) (:start . 72)\n (:id . 57))\n ((:tag . "NN") (:stem . "telomere") (:form . "telomere") (:end . 84)\n (:start . 76) (:id . 58))\n ((:tag . "NN") (:stem . "replication") (:form . "replication") (:end . 96)\n (:start . 85) (:id . 59))\n ((:tag . "FW") (:stem . "in") (:form . "in") (:end . 99) (:start . 97)\n (:id . 60))\n ((:tag . "FW") (:stem . "vivo") (:form . "vivo") (:end . 104) (:start . 100)\n (:id . 61))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 105) (:start . 104)\n (:id . 62))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 108) (:start . 106)\n (:id . 63))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 110) (:start . 109)\n (:id . 64))\n ((:tag . "JJ") (:stem . "small") (:form . "small") (:end . 116)\n (:start . 111) (:id . 65))\n ((:tag . "JJ") (:stem . "regulatory") (:form . "regulatory") (:end . 127)\n (:start . 117) (:id . 66))\n ((:tag . "NN") (:stem . "subunit") (:form . "subunit") (:end . 135)\n (:start . 128) (:id . 67))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 138) (:start . 136)\n (:id . 68))\n ((:tag . "NN") (:stem . "telomerase") (:form . "telomerase") (:end . 149)\n (:start . 139) (:id . 69))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 154) (:start . 150)\n (:id . 70))\n ((:tag . "NNP") (:stem . "Saccharomyces") (:form . "Saccharomyces")\n (:end . 168) (:start . 155) (:id . 71))\n ((:tag . "NNP") (:stem . "cerevisiae") (:form . "cerevisiae") (:end . 179)\n (:start . 169) (:id . 72))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 180) (:start . 179)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s15.125) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504864@unknown@formal@none@1@S@According to structure prediction combined with in vivo characterization, it has been reported that Est3 consists of a predicted OB-fold (oligosaccharide/oligonucleotide binding) with structurally similar to the OB-fold of the human Tpp1 protein [34].@(((:tag . "VBG") (:stem . "accord") (:form . "According") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 12) (:start . 10)\n (:id . 43))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 22)\n (:start . 13) (:id . 44))\n ((:tag . "NN") (:stem . "prediction") (:form . "prediction") (:end . 33)\n (:start . 23) (:id . 45))\n ((:tag . "VBN") (:stem . "combine") (:form . "combined") (:end . 42)\n (:start . 34) (:id . 46))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 47) (:start . 43)\n (:id . 47))\n ((:tag . "FW") (:stem . "in") (:form . "in") (:end . 50) (:start . 48)\n (:id . 48))\n ((:tag . "FW") (:stem . "vivo") (:form . "vivo") (:end . 55) (:start . 51)\n (:id . 49))\n ((:tag . "NN") (:stem . "characterization") (:form . "characterization")\n (:end . 72) (:start . 56) (:id . 50))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 73) (:start . 72)\n (:id . 51))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 76) (:start . 74)\n (:id . 52))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 80) (:start . 77)\n (:id . 53))\n ((:tag . "VBN") (:stem . "be") (:form . "been") (:end . 85) (:start . 81)\n (:id . 54))\n ((:tag . "VBN") (:stem . "report") (:form . "reported") (:end . 94)\n (:start . 86) (:id . 55))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 99) (:start . 95)\n (:id . 56))\n ((:tag . "NNP") (:stem . "Est3") (:form . "Est3") (:end . 104) (:start . 100)\n (:id . 57))\n ((:tag . "VBZ") (:stem . "consist") (:form . "consists") (:end . 113)\n (:start . 105) (:id . 58))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 116) (:start . 114)\n (:id . 59))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 118) (:start . 117)\n (:id . 60))\n ((:tag . "VBN") (:stem . "predict") (:form . "predicted") (:end . 128)\n (:start . 119) (:id . 61))\n ((:tag . "JJ") (:stem . "ob-fold") (:form . "OB-fold") (:end . 136)\n (:start . 129) (:id . 62))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 138) (:start . 137)\n (:id . 63))\n ((:tag . "NN") (:stem . "oligosaccharide/oligonucleotide")\n (:form . "oligosaccharide/oligonucleotide") (:end . 169) (:start . 138)\n (:id . 64))\n ((:tag . "NN") (:stem . "binding") (:form . "binding") (:end . 177)\n (:start . 170) (:id . 65))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 178) (:start . 177)\n (:id . 66))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 183) (:start . 179)\n (:id . 67))\n ((:tag . "RB") (:stem . "structurally") (:form . "structurally") (:end . 196)\n (:start . 184) (:id . 68))\n ((:tag . "JJ") (:stem . "similar") (:form . "similar") (:end . 204)\n (:start . 197) (:id . 69))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 207) (:start . 205)\n (:id . 70))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 211) (:start . 208)\n (:id . 71))\n ((:tag . "NNP") (:stem . "OB-fold") (:form . "OB-fold") (:end . 219)\n (:start . 212) (:id . 72))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 222) (:start . 220)\n (:id . 73))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 226) (:start . 223)\n (:id . 74))\n ((:tag . "JJ") (:stem . "human") (:form . "human") (:end . 232)\n (:start . 227) (:id . 75))\n ((:tag . "NN") (:stem . "tpp1") (:form . "Tpp1") (:end . 237) (:start . 233)\n (:id . 76))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 245)\n (:start . 238) (:id . 77))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 247) (:start . 246)\n (:id . 78))\n ((:tag . "CD") (:stem . "34") (:form . "34") (:end . 249) (:start . 247)\n (:id . 79))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 250) (:start . 249)\n (:id . 80))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 251) (:start . 250)\n (:id . 81)))@@@1@40@((:identifiers (:sid . :s15.126) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504865@unknown@formal@none@1@S@Because of the limited degree of conservation between these two protein families, these two proteins could not be recognized from simple sequence profile methods.@(((:tag . "IN") (:stem . "because") (:form . "Because") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 10) (:start . 8)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 14) (:start . 11)\n (:id . 44))\n ((:tag . "JJ") (:stem . "limited") (:form . "limited") (:end . 22)\n (:start . 15) (:id . 45))\n ((:tag . "NN") (:stem . "degree") (:form . "degree") (:end . 29)\n (:start . 23) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 32) (:start . 30)\n (:id . 47))\n ((:tag . "NN") (:stem . "conservation") (:form . "conservation") (:end . 45)\n (:start . 33) (:id . 48))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 53)\n (:start . 46) (:id . 49))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 59) (:start . 54)\n (:id . 50))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 63) (:start . 60)\n (:id . 51))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 71)\n (:start . 64) (:id . 52))\n ((:tag . "NNS") (:stem . "family") (:form . "families") (:end . 80)\n (:start . 72) (:id . 53))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 81) (:start . 80)\n (:id . 54))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 87) (:start . 82)\n (:id . 55))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 91) (:start . 88)\n (:id . 56))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 100)\n (:start . 92) (:id . 57))\n ((:tag . "MD") (:stem . "could") (:form . "could") (:end . 106)\n (:start . 101) (:id . 58))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 110) (:start . 107)\n (:id . 59))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 113) (:start . 111)\n (:id . 60))\n ((:tag . "VBN") (:stem . "recognize") (:form . "recognized") (:end . 124)\n (:start . 114) (:id . 61))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 129) (:start . 125)\n (:id . 62))\n ((:tag . "JJ") (:stem . "simple") (:form . "simple") (:end . 136)\n (:start . 130) (:id . 63))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 145)\n (:start . 137) (:id . 64))\n ((:tag . "NN") (:stem . "profile") (:form . "profile") (:end . 153)\n (:start . 146) (:id . 65))\n ((:tag . "NNS") (:stem . "method") (:form . "methods") (:end . 161)\n (:start . 154) (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 162) (:start . 161)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s15.127) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504866@unknown@formal@none@1@S@Additionally, the original (PS)2 -v2 server could not recognize them.@(((:tag . "RB") (:stem . "additionally") (:form . "Additionally") (:end . 12)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 13) (:start . 12)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 17) (:start . 14)\n (:id . 44))\n ((:tag . "JJ") (:stem . "original") (:form . "original") (:end . 26)\n (:start . 18) (:id . 45))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 28) (:start . 27)\n (:id . 46))\n ((:tag . "NN") (:stem . "PS)2") (:form . "PS)2") (:end . 32) (:start . 28)\n (:id . 47))\n ((:tag . "CD") (:stem . "-v2") (:form . "-v2") (:end . 36) (:start . 33)\n (:id . 48))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 43)\n (:start . 37) (:id . 49))\n ((:tag . "MD") (:stem . "could") (:form . "could") (:end . 49) (:start . 44)\n (:id . 50))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 53) (:start . 50)\n (:id . 51))\n ((:tag . "VB") (:stem . "recognize") (:form . "recognize") (:end . 63)\n (:start . 54) (:id . 52))\n ((:tag . "PRP") (:stem . "them") (:form . "them") (:end . 68) (:start . 64)\n (:id . 53))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 69) (:start . 68)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s15.128) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504867@unknown@formal@none@1@S@For the target Est3, the (PS)2 -v2 server selected the OB-fold domain of the Tpp1 protein (PDB code 2i46) from Homo sapiens as the template [35], with an E-value of 0.014.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "target") (:form . "target") (:end . 14) (:start . 8)\n (:id . 44))\n ((:tag . "NN") (:stem . "est3") (:form . "Est3") (:end . 19) (:start . 15)\n (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 20) (:start . 19)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 24) (:start . 21)\n (:id . 47))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 26) (:start . 25)\n (:id . 48))\n ((:tag . "NN") (:stem . "PS)2") (:form . "PS)2") (:end . 30) (:start . 26)\n (:id . 49))\n ((:tag . "CD") (:stem . "-v2") (:form . "-v2") (:end . 34) (:start . 31)\n (:id . 50))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 41)\n (:start . 35) (:id . 51))\n ((:tag . "VBD") (:stem . "select") (:form . "selected") (:end . 50)\n (:start . 42) (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 54) (:start . 51)\n (:id . 53))\n ((:tag . "JJ") (:stem . "ob-fold") (:form . "OB-fold") (:end . 62)\n (:start . 55) (:id . 54))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 69)\n (:start . 63) (:id . 55))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 72) (:start . 70)\n (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 76) (:start . 73)\n (:id . 57))\n ((:tag . "NN") (:stem . "tpp1") (:form . "Tpp1") (:end . 81) (:start . 77)\n (:id . 58))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 89)\n (:start . 82) (:id . 59))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 91) (:start . 90)\n (:id . 60))\n ((:tag . "NNP") (:stem . "PDB") (:form . "PDB") (:end . 94) (:start . 91)\n (:id . 61))\n ((:tag . "NN") (:stem . "code") (:form . "code") (:end . 99) (:start . 95)\n (:id . 62))\n ((:tag . "CD") (:stem . "2i46") (:form . "2i46") (:end . 104) (:start . 100)\n (:id . 63))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 105) (:start . 104)\n (:id . 64))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 110) (:start . 106)\n (:id . 65))\n ((:tag . "NNP") (:stem . "Homo") (:form . "Homo") (:end . 115) (:start . 111)\n (:id . 66))\n ((:tag . "NNS") (:stem . "sapien") (:form . "sapiens") (:end . 123)\n (:start . 116) (:id . 67))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 126) (:start . 124)\n (:id . 68))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 130) (:start . 127)\n (:id . 69))\n ((:tag . "NN") (:stem . "template") (:form . "template") (:end . 139)\n (:start . 131) (:id . 70))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 141) (:start . 140)\n (:id . 71))\n ((:tag . "CD") (:stem . "35") (:form . "35") (:end . 143) (:start . 141)\n (:id . 72))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 144) (:start . 143)\n (:id . 73))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 145) (:start . 144)\n (:id . 74))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 150) (:start . 146)\n (:id . 75))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 153) (:start . 151)\n (:id . 76))\n ((:tag . "NN") (:stem . "e-value") (:form . "E-value") (:end . 161)\n (:start . 154) (:id . 77))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 164) (:start . 162)\n (:id . 78))\n ((:tag . "CD") (:stem . "0.014") (:form . "0.014") (:end . 170)\n (:start . 165) (:id . 79))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 171) (:start . 170)\n (:id . 80)))@@@1@39@((:identifiers (:sid . :s15.129) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504868@unknown@formal@none@1@S@This template shared only 17.6% sequence identity with the query sequence.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "template") (:form . "template") (:end . 13)\n (:start . 5) (:id . 43))\n ((:tag . "VBD") (:stem . "share") (:form . "shared") (:end . 20)\n (:start . 14) (:id . 44))\n ((:tag . "RB") (:stem . "only") (:form . "only") (:end . 25) (:start . 21)\n (:id . 45))\n ((:tag . "CD") (:stem . "17.6") (:form . "17.6") (:end . 30) (:start . 26)\n (:id . 46))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 31) (:start . 30)\n (:id . 47))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 40)\n (:start . 32) (:id . 48))\n ((:tag . "NN") (:stem . "identity") (:form . "identity") (:end . 49)\n (:start . 41) (:id . 49))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 54) (:start . 50)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 58) (:start . 55)\n (:id . 51))\n ((:tag . "NN") (:stem . "query") (:form . "query") (:end . 64) (:start . 59)\n (:id . 52))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 73)\n (:start . 65) (:id . 53))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 74) (:start . 73)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s15.130) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504869@unknown@formal@none@1@S@Figure 2C shows the target-template alignment.@(((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "2c") (:form . "2C") (:end . 9) (:start . 7)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "show") (:form . "shows") (:end . 15) (:start . 10)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 19) (:start . 16)\n (:id . 45))\n ((:tag . "JJ") (:stem . "target-template") (:form . "target-template")\n (:end . 35) (:start . 20) (:id . 46))\n ((:tag . "NN") (:stem . "alignment") (:form . "alignment") (:end . 45)\n (:start . 36) (:id . 47))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 46) (:start . 45)\n (:id . 48)))@@@1@7@((:identifiers (:sid . :s15.131) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504870@unknown@formal@none@1@S@The server successfully recognized Tpp1 as the template since the secondary structure identity between the template and Est3 was 66.7%.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 10) (:start . 4)\n (:id . 43))\n ((:tag . "RB") (:stem . "successfully") (:form . "successfully") (:end . 23)\n (:start . 11) (:id . 44))\n ((:tag . "VBD") (:stem . "recognize") (:form . "recognized") (:end . 34)\n (:start . 24) (:id . 45))\n ((:tag . "NN") (:stem . "tpp1") (:form . "Tpp1") (:end . 39) (:start . 35)\n (:id . 46))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 42) (:start . 40)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 46) (:start . 43)\n (:id . 48))\n ((:tag . "NN") (:stem . "template") (:form . "template") (:end . 55)\n (:start . 47) (:id . 49))\n ((:tag . "IN") (:stem . "since") (:form . "since") (:end . 61) (:start . 56)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 65) (:start . 62)\n (:id . 51))\n ((:tag . "JJ") (:stem . "secondary") (:form . "secondary") (:end . 75)\n (:start . 66) (:id . 52))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 85)\n (:start . 76) (:id . 53))\n ((:tag . "NN") (:stem . "identity") (:form . "identity") (:end . 94)\n (:start . 86) (:id . 54))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 102)\n (:start . 95) (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 106) (:start . 103)\n (:id . 56))\n ((:tag . "NN") (:stem . "template") (:form . "template") (:end . 115)\n (:start . 107) (:id . 57))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 119) (:start . 116)\n (:id . 58))\n ((:tag . "NNP") (:stem . "Est3") (:form . "Est3") (:end . 124) (:start . 120)\n (:id . 59))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 128) (:start . 125)\n (:id . 60))\n ((:tag . "CD") (:stem . "66.7") (:form . "66.7") (:end . 133) (:start . 129)\n (:id . 61))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 134) (:start . 133)\n (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 135) (:start . 134)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s15.132) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504871@unknown@formal@none@1@S@Our method could align together three conserved residues (i.e. Trp21/Trp98, Asp86/Asp148 and Leu155/Leu204, in Est3 versus Tpp1; green blocks in Figure 2C), which are primarily involved in protein folding and/or stability of the OB-fold.@(((:tag . "PRP$") (:stem . "our") (:form . "Our") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "method") (:form . "method") (:end . 10) (:start . 4)\n (:id . 43))\n ((:tag . "MD") (:stem . "could") (:form . "could") (:end . 16) (:start . 11)\n (:id . 44))\n ((:tag . "VB") (:stem . "align") (:form . "align") (:end . 22) (:start . 17)\n (:id . 45))\n ((:tag . "RB") (:stem . "together") (:form . "together") (:end . 31)\n (:start . 23) (:id . 46))\n ((:tag . "CD") (:stem . "three") (:form . "three") (:end . 37) (:start . 32)\n (:id . 47))\n ((:tag . "VBN") (:stem . "conserve") (:form . "conserved") (:end . 47)\n (:start . 38) (:id . 48))\n ((:tag . "NNS") (:stem . "residue") (:form . "residues") (:end . 56)\n (:start . 48) (:id . 49))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 58) (:start . 57)\n (:id . 50))\n ((:tag . "FW") (:stem . "i.e.") (:form . "i.e.") (:end . 62) (:start . 58)\n (:id . 51))\n ((:tag . "NNP") (:stem . "Trp21/Trp98") (:form . 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";") (:end . 128) (:start . 127)\n (:id . 62))\n ((:tag . "JJ") (:stem . "green") (:form . "green") (:end . 134)\n (:start . 129) (:id . 63))\n ((:tag . "NNS") (:stem . "block") (:form . "blocks") (:end . 141)\n (:start . 135) (:id . 64))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 144) (:start . 142)\n (:id . 65))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 151)\n (:start . 145) (:id . 66))\n ((:tag . "NN") (:stem . "2c") (:form . "2C") (:end . 154) (:start . 152)\n (:id . 67))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 155) (:start . 154)\n (:id . 68))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 156) (:start . 155)\n (:id . 69))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 162)\n (:start . 157) (:id . 70))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 166) (:start . 163)\n (:id . 71))\n ((:tag . "RB") (:stem . "primarily") (:form . "primarily") (:end . 176)\n (:start . 167) (:id . 72))\n ((:tag . "VBN") (:stem . "involve") (:form . "involved") (:end . 185)\n (:start . 177) (:id . 73))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 188) (:start . 186)\n (:id . 74))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 196)\n (:start . 189) (:id . 75))\n ((:tag . "NN") (:stem . "folding") (:form . "folding") (:end . 204)\n (:start . 197) (:id . 76))\n ((:tag . "CC") (:stem . "and/or") (:form . "and/or") (:end . 211)\n (:start . 205) (:id . 77))\n ((:tag . "NN") (:stem . "stability") (:form . "stability") (:end . 221)\n (:start . 212) (:id . 78))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 224) (:start . 222)\n (:id . 79))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 228) (:start . 225)\n (:id . 80))\n ((:tag . "NNP") (:stem . "OB-fold") (:form . "OB-fold") (:end . 236)\n (:start . 229) (:id . 81))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 237) (:start . 236)\n (:id . 82)))@@@1@41@((:identifiers (:sid . :s15.133) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504872@unknown@formal@none@1@S@Seven amino acid positions (yellow blocks in Figure 2C), which are structurally similar between the two protein families, were also aligned.@(((:tag . "CD") (:stem . "seven") (:form . "Seven") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "amino") (:form . "amino") (:end . 11) (:start . 6)\n (:id . 43))\n ((:tag . "NN") (:stem . "acid") (:form . "acid") (:end . 16) (:start . 12)\n (:id . 44))\n ((:tag . "NNS") (:stem . "position") (:form . "positions") (:end . 26)\n (:start . 17) (:id . 45))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 28) (:start . 27)\n (:id . 46))\n ((:tag . "JJ") (:stem . "yellow") (:form . "yellow") (:end . 34)\n (:start . 28) (:id . 47))\n ((:tag . "NNS") (:stem . "block") (:form . "blocks") (:end . 41)\n (:start . 35) (:id . 48))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 44) (:start . 42)\n (:id . 49))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 51)\n (:start . 45) (:id . 50))\n ((:tag . "NN") (:stem . "2c") (:form . "2C") (:end . 54) (:start . 52)\n (:id . 51))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 55) (:start . 54)\n (:id . 52))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 56) (:start . 55)\n (:id . 53))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 62) (:start . 57)\n (:id . 54))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 66) (:start . 63)\n (:id . 55))\n ((:tag . "RB") (:stem . "structurally") (:form . "structurally") (:end . 79)\n (:start . 67) (:id . 56))\n ((:tag . "JJ") (:stem . "similar") (:form . "similar") (:end . 87)\n (:start . 80) (:id . 57))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 95)\n (:start . 88) (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 99) (:start . 96)\n (:id . 59))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 103) (:start . 100)\n (:id . 60))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 111)\n (:start . 104) (:id . 61))\n ((:tag . "NNS") (:stem . "family") (:form . "families") (:end . 120)\n (:start . 112) (:id . 62))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 121) (:start . 120)\n (:id . 63))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 126) (:start . 122)\n (:id . 64))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 131) (:start . 127)\n (:id . 65))\n ((:tag . "VBN") (:stem . "align") (:form . "aligned") (:end . 139)\n (:start . 132) (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 140) (:start . 139)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s15.134) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504873@unknown@formal@none@1@S@These 10 aligned residues, depicted in cyan, are clustered in the interior of the core of the OB-fold (Figure 2D).@(((:tag . "DT") (:stem . "these") (:form . "These") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "CD") (:stem . "10") (:form . "10") (:end . 8) (:start . 6)\n (:id . 43))\n ((:tag . "VBN") (:stem . "align") (:form . "aligned") (:end . 16)\n (:start . 9) (:id . 44))\n ((:tag . "NNS") (:stem . "residue") (:form . "residues") (:end . 25)\n (:start . 17) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 26) (:start . 25)\n (:id . 46))\n ((:tag . "VBN") (:stem . "depict") (:form . "depicted") (:end . 35)\n (:start . 27) (:id . 47))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 38) (:start . 36)\n (:id . 48))\n ((:tag . "NN") (:stem . "cyan") (:form . "cyan") (:end . 43) (:start . 39)\n (:id . 49))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 44) (:start . 43)\n (:id . 50))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 48) (:start . 45)\n (:id . 51))\n ((:tag . "VBN") (:stem . "cluster") (:form . "clustered") (:end . 58)\n (:start . 49) (:id . 52))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 61) (:start . 59)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 65) (:start . 62)\n (:id . 54))\n ((:tag . "NN") (:stem . "interior") (:form . "interior") (:end . 74)\n (:start . 66) (:id . 55))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 77) (:start . 75)\n (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 81) (:start . 78)\n (:id . 57))\n ((:tag . "NN") (:stem . "core") (:form . "core") (:end . 86) (:start . 82)\n (:id . 58))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 89) (:start . 87)\n (:id . 59))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 93) (:start . 90)\n (:id . 60))\n ((:tag . "JJ") (:stem . "ob-fold") (:form . "OB-fold") (:end . 101)\n (:start . 94) (:id . 61))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 103) (:start . 102)\n (:id . 62))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 109)\n (:start . 103) (:id . 63))\n ((:tag . "NN") (:stem . "2d") (:form . "2D") (:end . 112) (:start . 110)\n (:id . 64))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 113) (:start . 112)\n (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 114) (:start . 113)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s15.135) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504874@unknown@formal@none@1@S@Results and Discussion@(((:tag . "NNS") (:stem . "result") (:form . "Results") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 11) (:start . 8)\n (:id . 43))\n ((:tag . "NNP") (:stem . "Discussion") (:form . "Discussion") (:end . 22)\n (:start . 12) (:id . 44)))@@@1@3@((:identifiers (:sid . :s15.136) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5504875@unknown@formal@none@1@S@In the template-based protein structure prediction, the template selection and the target-template alignment are the two critical steps, since they will significantly affect the quality of the final model prediction.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "JJ") (:stem . "template-based") (:form . "template-based")\n (:end . 21) (:start . 7) (:id . 44))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 29)\n (:start . 22) (:id . 45))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 39)\n (:start . 30) (:id . 46))\n ((:tag . "NN") (:stem . "prediction") (:form . "prediction") (:end . 50)\n (:start . 40) (:id . 47))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 51) (:start . 50)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 55) (:start . 52)\n (:id . 49))\n ((:tag . "NN") (:stem . "template") (:form . "template") (:end . 64)\n (:start . 56) (:id . 50))\n ((:tag . "NN") (:stem . "selection") (:form . "selection") (:end . 74)\n (:start . 65) (:id . 51))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 78) (:start . 75)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 82) (:start . 79)\n (:id . 53))\n ((:tag . "JJ") (:stem . "target-template") (:form . "target-template")\n (:end . 98) (:start . 83) (:id . 54))\n ((:tag . "NN") (:stem . "alignment") (:form . "alignment") (:end . 108)\n (:start . 99) (:id . 55))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 112) (:start . 109)\n (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 116) (:start . 113)\n (:id . 57))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 120) (:start . 117)\n (:id . 58))\n ((:tag . "JJ") (:stem . "critical") (:form . "critical") (:end . 129)\n (:start . 121) (:id . 59))\n ((:tag . "NNS") (:stem . "step") (:form . "steps") (:end . 135)\n (:start . 130) (:id . 60))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 136) (:start . 135)\n (:id . 61))\n ((:tag . "IN") (:stem . "since") (:form . "since") (:end . 142)\n (:start . 137) (:id . 62))\n ((:tag . "PRP") (:stem . "they") (:form . "they") (:end . 147) (:start . 143)\n (:id . 63))\n ((:tag . "MD") (:stem . "will") (:form . "will") (:end . 152) (:start . 148)\n (:id . 64))\n ((:tag . "RB") (:stem . "significantly") (:form . "significantly")\n (:end . 166) (:start . 153) (:id . 65))\n ((:tag . "VB") (:stem . "affect") (:form . "affect") (:end . 173)\n (:start . 167) (:id . 66))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 177) (:start . 174)\n (:id . 67))\n ((:tag . "NN") (:stem . "quality") (:form . "quality") (:end . 185)\n (:start . 178) (:id . 68))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 188) (:start . 186)\n (:id . 69))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 192) (:start . 189)\n (:id . 70))\n ((:tag . "JJ") (:stem . "final") (:form . "final") (:end . 198)\n (:start . 193) (:id . 71))\n ((:tag . "NN") (:stem . "model") (:form . "model") (:end . 204)\n (:start . 199) (:id . 72))\n ((:tag . "NN") (:stem . "prediction") (:form . "prediction") (:end . 215)\n (:start . 205) (:id . 73))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 216) (:start . 215)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s15.137) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504876@unknown@formal@none@1@S@The template selections and the sequence alignments of the proposed method with the S2A2 matrix were evaluated by the Lindahl benchmark [14] and ProSup benchmark [15], respectively.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "template") (:form . "template") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "NNS") (:stem . "selection") (:form . "selections") (:end . 23)\n (:start . 13) (:id . 44))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 27) (:start . 24)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 31) (:start . 28)\n (:id . 46))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 40)\n (:start . 32) (:id . 47))\n ((:tag . "NNS") (:stem . "alignment") (:form . "alignments") (:end . 51)\n (:start . 41) (:id . 48))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 54) (:start . 52)\n (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 58) (:start . 55)\n (:id . 50))\n ((:tag . "VBN") (:stem . "propose") (:form . "proposed") (:end . 67)\n (:start . 59) (:id . 51))\n ((:tag . "NN") (:stem . "method") (:form . "method") (:end . 74)\n (:start . 68) (:id . 52))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 79) (:start . 75)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 83) (:start . 80)\n (:id . 54))\n ((:tag . "NN") (:stem . "s2a2") (:form . "S2A2") (:end . 88) (:start . 84)\n (:id . 55))\n ((:tag . "NN") (:stem . "matrix") (:form . "matrix") (:end . 95)\n (:start . 89) (:id . 56))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 100) (:start . 96)\n (:id . 57))\n ((:tag . "VBN") (:stem . "evaluate") (:form . "evaluated") (:end . 110)\n (:start . 101) (:id . 58))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 113) (:start . 111)\n (:id . 59))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 117) (:start . 114)\n (:id . 60))\n ((:tag . "NNP") (:stem . "Lindahl") (:form . "Lindahl") (:end . 125)\n (:start . 118) (:id . 61))\n ((:tag . "NN") (:stem . "benchmark") (:form . "benchmark") (:end . 135)\n (:start . 126) (:id . 62))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 137) (:start . 136)\n (:id . 63))\n ((:tag . "CD") (:stem . "14") (:form . "14") (:end . 139) (:start . 137)\n (:id . 64))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 140) (:start . 139)\n (:id . 65))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 144) (:start . 141)\n (:id . 66))\n ((:tag . "NNP") (:stem . "ProSup") (:form . "ProSup") (:end . 151)\n (:start . 145) (:id . 67))\n ((:tag . "NN") (:stem . "benchmark") (:form . "benchmark") (:end . 161)\n (:start . 152) (:id . 68))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 163) (:start . 162)\n (:id . 69))\n ((:tag . "CD") (:stem . "15") (:form . "15") (:end . 165) (:start . 163)\n (:id . 70))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 166) (:start . 165)\n (:id . 71))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 167) (:start . 166)\n (:id . 72))\n ((:tag . "RB") (:stem . "respectively") (:form . "respectively") (:end . 180)\n (:start . 168) (:id . 73))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 181) (:start . 180)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s15.138) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504877@unknown@formal@none@1@S@In general, it is neither straightforward nor completely fair to compare the results of different fold-recognition and alignment methods given that each employs different sequence databases for sequence profiles, structure databases for structure profiles and properties, release dates, and scoring functions.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "general") (:form . "general") (:end . 10)\n (:start . 3) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 11) (:start . 10)\n (:id . 44))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 14) (:start . 12)\n (:id . 45))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 17) (:start . 15)\n (:id . 46))\n ((:tag . 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"sequence") (:end . 179)\n (:start . 171) (:id . 67))\n ((:tag . "NNS") (:stem . "database") (:form . "databases") (:end . 189)\n (:start . 180) (:id . 68))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 193) (:start . 190)\n (:id . 69))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 202)\n (:start . 194) (:id . 70))\n ((:tag . "NNS") (:stem . "profile") (:form . "profiles") (:end . 211)\n (:start . 203) (:id . 71))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 212) (:start . 211)\n (:id . 72))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 222)\n (:start . 213) (:id . 73))\n ((:tag . "NNS") (:stem . "database") (:form . "databases") (:end . 232)\n (:start . 223) (:id . 74))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 236) (:start . 233)\n (:id . 75))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 246)\n (:start . 237) (:id . 76))\n ((:tag . "NNS") (:stem . "profile") (:form . "profiles") (:end . 255)\n (:start . 247) (:id . 77))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 259) (:start . 256)\n (:id . 78))\n ((:tag . "NNS") (:stem . "property") (:form . "properties") (:end . 270)\n (:start . 260) (:id . 79))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 271) (:start . 270)\n (:id . 80))\n ((:tag . "NN") (:stem . "release") (:form . "release") (:end . 279)\n (:start . 272) (:id . 81))\n ((:tag . "NNS") (:stem . "date") (:form . "dates") (:end . 285)\n (:start . 280) (:id . 82))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 286) (:start . 285)\n (:id . 83))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 290) (:start . 287)\n (:id . 84))\n ((:tag . "VBG") (:stem . "score") (:form . "scoring") (:end . 298)\n (:start . 291) (:id . 85))\n ((:tag . "NNS") (:stem . "function") (:form . "functions") (:end . 308)\n (:start . 299) (:id . 86))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 309) (:start . 308)\n (:id . 87)))@@@1@46@((:identifiers (:sid . :s15.139) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504878@unknown@formal@none@1@S@Therefore, the comparisons between our methods and other published methods serve as an approximate guide.@(((:tag . "RB") (:stem . "therefore") (:form . "Therefore") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 10) (:start . 9)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 14) (:start . 11)\n (:id . 44))\n ((:tag . "NNS") (:stem . "comparison") (:form . "comparisons") (:end . 26)\n (:start . 15) (:id . 45))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 34)\n (:start . 27) (:id . 46))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 38) (:start . 35)\n (:id . 47))\n ((:tag . "NNS") (:stem . "method") (:form . "methods") (:end . 46)\n (:start . 39) (:id . 48))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 50) (:start . 47)\n (:id . 49))\n ((:tag . "JJ") (:stem . "other") (:form . "other") (:end . 56) (:start . 51)\n (:id . 50))\n ((:tag . "VBN") (:stem . "publish") (:form . "published") (:end . 66)\n (:start . 57) (:id . 51))\n ((:tag . "NNS") (:stem . "method") (:form . "methods") (:end . 74)\n (:start . 67) (:id . 52))\n ((:tag . "VBP") (:stem . "serve") (:form . "serve") (:end . 80) (:start . 75)\n (:id . 53))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 83) (:start . 81)\n (:id . 54))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 86) (:start . 84)\n (:id . 55))\n ((:tag . "JJ") (:stem . "approximate") (:form . "approximate") (:end . 98)\n (:start . 87) (:id . 56))\n ((:tag . "NN") (:stem . "guide") (:form . "guide") (:end . 104) (:start . 99)\n (:id . 57))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 105) (:start . 104)\n (:id . 58)))@@@1@17@((:identifiers (:sid . :s15.140) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504879@unknown@formal@none@1@S@Here, we evaluated S2A2 matrix, PSI-BLAST and prof_sim using the same sequence database, UniRef90 [20], with the same parameters to generate a PSSM for fold recognitions (Lindahl benchmark) and sequence alignment (ProSup benchmark).@(((:tag . "RB") (:stem . "here") (:form . "Here") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 5) (:start . 4) (:id . 43))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 8) (:start . 6)\n (:id . 44))\n ((:tag . "VBD") (:stem . "evaluate") (:form . "evaluated") (:end . 18)\n (:start . 9) (:id . 45))\n ((:tag . "NN") (:stem . "s2a2") (:form . "S2A2") (:end . 23) (:start . 19)\n (:id . 46))\n ((:tag . "NN") (:stem . "matrix") (:form . 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"NNP") (:stem . "UniRef90") (:form . "UniRef90") (:end . 97)\n (:start . 89) (:id . 58))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 99) (:start . 98)\n (:id . 59))\n ((:tag . "CD") (:stem . "20") (:form . "20") (:end . 101) (:start . 99)\n (:id . 60))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 102) (:start . 101)\n (:id . 61))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 103) (:start . 102)\n (:id . 62))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 108) (:start . 104)\n (:id . 63))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 112) (:start . 109)\n (:id . 64))\n ((:tag . "JJ") (:stem . "same") (:form . "same") (:end . 117) (:start . 113)\n (:id . 65))\n ((:tag . "NNS") (:stem . "parameter") (:form . "parameters") (:end . 128)\n (:start . 118) (:id . 66))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 131) (:start . 129)\n (:id . 67))\n ((:tag . "VB") (:stem . "generate") (:form . "generate") (:end . 140)\n (:start . 132) (:id . 68))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 142) (:start . 141)\n (:id . 69))\n ((:tag . "NN") (:stem . "pssm") (:form . "PSSM") (:end . 147) (:start . 143)\n (:id . 70))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 151) (:start . 148)\n (:id . 71))\n ((:tag . "JJ") (:stem . "fold") (:form . "fold") (:end . 156) (:start . 152)\n (:id . 72))\n ((:tag . "NNS") (:stem . "recognition") (:form . "recognitions") (:end . 169)\n (:start . 157) (:id . 73))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 171) (:start . 170)\n (:id . 74))\n ((:tag . "NNP") (:stem . "Lindahl") (:form . "Lindahl") (:end . 178)\n (:start . 171) (:id . 75))\n ((:tag . "NN") (:stem . "benchmark") (:form . "benchmark") (:end . 188)\n (:start . 179) (:id . 76))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 189) (:start . 188)\n (:id . 77))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 193) (:start . 190)\n (:id . 78))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 202)\n (:start . 194) (:id . 79))\n ((:tag . "NN") (:stem . "alignment") (:form . "alignment") (:end . 212)\n (:start . 203) (:id . 80))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 214) (:start . 213)\n (:id . 81))\n ((:tag . "NNP") (:stem . "ProSup") (:form . "ProSup") (:end . 220)\n (:start . 214) (:id . 82))\n ((:tag . "NN") (:stem . "benchmark") (:form . "benchmark") (:end . 230)\n (:start . 221) (:id . 83))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 231) (:start . 230)\n (:id . 84))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 232) (:start . 231)\n (:id . 85)))@@@1@44@((:identifiers (:sid . :s15.141) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504880@unknown@formal@none@1@S@Furthermore, (PS)2-v2 was assessed and compared with other 71 automatic servers on 154 TBM targets in CASP8.@(((:tag . "RB") (:stem . "furthermore") (:form . "Furthermore") (:end . 11)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 43))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 14) (:start . 13)\n (:id . 44))\n ((:tag . "NNP") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 21)\n (:start . 14) (:id . 45))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 25) (:start . 22)\n (:id . 46))\n ((:tag . "VBN") (:stem . "assess") (:form . "assessed") (:end . 34)\n (:start . 26) (:id . 47))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 38) (:start . 35)\n (:id . 48))\n ((:tag . "VBN") (:stem . "compare") (:form . "compared") (:end . 47)\n (:start . 39) (:id . 49))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 52) (:start . 48)\n (:id . 50))\n ((:tag . "JJ") (:stem . "other") (:form . "other") (:end . 58) (:start . 53)\n (:id . 51))\n ((:tag . "CD") (:stem . "71") (:form . "71") (:end . 61) (:start . 59)\n (:id . 52))\n ((:tag . "JJ") (:stem . "automatic") (:form . "automatic") (:end . 71)\n (:start . 62) (:id . 53))\n ((:tag . "NNS") (:stem . "server") (:form . "servers") (:end . 79)\n (:start . 72) (:id . 54))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 82) (:start . 80)\n (:id . 55))\n ((:tag . "CD") (:stem . "154") (:form . "154") (:end . 86) (:start . 83)\n (:id . 56))\n ((:tag . "NNP") (:stem . "TBM") (:form . "TBM") (:end . 90) (:start . 87)\n (:id . 57))\n ((:tag . "NNS") (:stem . "target") (:form . "targets") (:end . 98)\n (:start . 91) (:id . 58))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 101) (:start . 99)\n (:id . 59))\n ((:tag . "NN") (:stem . "casp8") (:form . "CASP8") (:end . 107)\n (:start . 102) (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 108) (:start . 107)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s15.142) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504881@unknown@formal@none@1@S@Please note that (PS)2-v2 did not participate in the CASP8 experiment.@(((:tag . "NN") (:stem . "please") (:form . "Please") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "note") (:form . "note") (:end . 11) (:start . 7)\n (:id . 43))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 16) (:start . 12)\n (:id . 44))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 18) (:start . 17)\n (:id . 45))\n ((:tag . "NNP") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 25)\n (:start . 18) (:id . 46))\n ((:tag . "VBD") (:stem . "do") (:form . "did") (:end . 29) (:start . 26)\n (:id . 47))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 33) (:start . 30)\n (:id . 48))\n ((:tag . "VB") (:stem . "participate") (:form . "participate") (:end . 45)\n (:start . 34) (:id . 49))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 48) (:start . 46)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 52) (:start . 49)\n (:id . 51))\n ((:tag . "NN") (:stem . "casp8") (:form . "CASP8") (:end . 58) (:start . 53)\n (:id . 52))\n ((:tag . "NN") (:stem . "experiment") (:form . "experiment") (:end . 69)\n (:start . 59) (:id . 53))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 70) (:start . 69)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s15.143) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504882@unknown@formal@none@1@S@Evaluation of S2A2 matrix@(((:tag . "NN") (:stem . "evaluation") (:form . "Evaluation") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 13) (:start . 11)\n (:id . 43))\n ((:tag . "NN") (:stem . "s2a2") (:form . "S2A2") (:end . 18) (:start . 14)\n (:id . 44))\n ((:tag . "NN") (:stem . "matrix") (:form . "matrix") (:end . 25)\n (:start . 19) (:id . 45)))@@@1@4@((:identifiers (:sid . :s15.144) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504883@unknown@formal@none@1@S@The S2A2 matrix (60 × 60) offers insights about substitution preferences of RS letters between homologous protein sequences (Figure 3 and Figure S1 in Additional file 2).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "s2a2") (:form . "S2A2") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "matrix") (:form . "matrix") (:end . 15) (:start . 9)\n (:id . 44))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 17) (:start . 16)\n (:id . 45))\n ((:tag . "CD") (:stem . "60") (:form . "60") (:end . 19) (:start . 17)\n (:id . 46))\n ((:tag . "NN") (:stem . "×") (:form . "×") (:end . 21) (:start . 20)\n (:id . 47))\n ((:tag . "CD") (:stem . "60") (:form . "60") (:end . 24) (:start . 22)\n (:id . 48))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 25) (:start . 24)\n (:id . 49))\n ((:tag . "VBZ") (:stem . "offer") (:form . "offers") (:end . 32)\n (:start . 26) (:id . 50))\n ((:tag . "NNS") (:stem . "insight") (:form . "insights") (:end . 41)\n (:start . 33) (:id . 51))\n ((:tag . "IN") (:stem . "about") (:form . "about") (:end . 47) (:start . 42)\n (:id . 52))\n ((:tag . "NN") (:stem . "substitution") (:form . "substitution") (:end . 60)\n (:start . 48) (:id . 53))\n ((:tag . "NNS") (:stem . "preference") (:form . "preferences") (:end . 72)\n (:start . 61) (:id . 54))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 75) (:start . 73)\n (:id . 55))\n ((:tag . "NNP") (:stem . "RS") (:form . "RS") (:end . 78) (:start . 76)\n (:id . 56))\n ((:tag . "NNS") (:stem . "letter") (:form . "letters") (:end . 86)\n (:start . 79) (:id . 57))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 94)\n (:start . 87) (:id . 58))\n ((:tag . "JJ") (:stem . "homologous") (:form . "homologous") (:end . 105)\n (:start . 95) (:id . 59))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 113)\n (:start . 106) (:id . 60))\n ((:tag . "NNS") (:stem . "sequence") (:form . "sequences") (:end . 123)\n (:start . 114) (:id . 61))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 125) (:start . 124)\n (:id . 62))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 131)\n (:start . 125) (:id . 63))\n ((:tag . "CD") (:stem . "3") (:form . "3") (:end . 133) (:start . 132)\n (:id . 64))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 137) (:start . 134)\n (:id . 65))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 144)\n (:start . 138) (:id . 66))\n ((:tag . "NN") (:stem . "s1") (:form . "S1") (:end . 147) (:start . 145)\n (:id . 67))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 150) (:start . 148)\n (:id . 68))\n ((:tag . "JJ") (:stem . "additional") (:form . "Additional") (:end . 161)\n (:start . 151) (:id . 69))\n ((:tag . "NN") (:stem . "file") (:form . "file") (:end . 166) (:start . 162)\n (:id . 70))\n ((:tag . "CD") (:stem . "2") (:form . "2") (:end . 168) (:start . 167)\n (:id . 71))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 169) (:start . 168)\n (:id . 72))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 170) (:start . 169)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s15.145) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504884@unknown@formal@none@1@S@The highest substitution score in this matrix is for the alignment of a RS letter 'Wß' with a RS letter 'Wß', where Wß is the residue Trp with the ß-strand structure (Figure S1 in Additional file 2).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJS") (:stem . "high") (:form . "highest") (:end . 11) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "substitution") (:form . "substitution") (:end . 24)\n (:start . 12) (:id . 44))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 30) (:start . 25)\n (:id . 45))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 33) (:start . 31)\n (:id . 46))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 38) (:start . 34)\n (:id . 47))\n ((:tag . "NN") (:stem . "matrix") (:form . "matrix") (:end . 45)\n (:start . 39) (:id . 48))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 48) (:start . 46)\n (:id . 49))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 52) (:start . 49)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 56) (:start . 53)\n (:id . 51))\n ((:tag . "NN") (:stem . "alignment") (:form . "alignment") (:end . 66)\n (:start . 57) (:id . 52))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 69) (:start . 67)\n (:id . 53))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 71) (:start . 70)\n (:id . 54))\n ((:tag . "NNP") (:stem . "RS") (:form . "RS") (:end . 74) (:start . 72)\n (:id . 55))\n ((:tag . "NN") (:stem . "letter") (:form . "letter") (:end . 81)\n (:start . 75) (:id . 56))\n ((:tag . "``") (:stem . "‘") (:form . "‘") (:end . 83) (:start . 82)\n (:id . 57))\n ((:tag . "JJ") (:stem . "Wß") (:form . "Wß") (:end . 85) (:start . 83)\n (:id . 58))\n ((:tag . "''") (:stem . "'") (:form . "’") (:end . 86) (:start . 85)\n (:id . 59))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 91) (:start . 87)\n (:id . 60))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 93) (:start . 92)\n (:id . 61))\n ((:tag . "NNP") (:stem . "RS") (:form . "RS") (:end . 96) (:start . 94)\n (:id . 62))\n ((:tag . "NN") (:stem . "letter") (:form . "letter") (:end . 103)\n (:start . 97) (:id . 63))\n ((:tag . "``") (:stem . "‘") (:form . "‘") (:end . 105) (:start . 104)\n (:id . 64))\n ((:tag . "NNP") (:stem . "Wß") (:form . "Wß") (:end . 107) (:start . 105)\n (:id . 65))\n ((:tag . "''") (:stem . "'") (:form . "’") (:end . 108) (:start . 107)\n (:id . 66))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 109) (:start . 108)\n (:id . 67))\n ((:tag . "WRB") (:stem . "where") (:form . "where") (:end . 115)\n (:start . 110) (:id . 68))\n ((:tag . "NNP") (:stem . "Wß") (:form . "Wß") (:end . 118) (:start . 116)\n (:id . 69))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 121) (:start . 119)\n (:id . 70))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 125) (:start . 122)\n (:id . 71))\n ((:tag . "NN") (:stem . "residue") (:form . "residue") (:end . 133)\n (:start . 126) (:id . 72))\n ((:tag . "NN") (:stem . "trp") (:form . "Trp") (:end . 137) (:start . 134)\n (:id . 73))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 142) (:start . 138)\n (:id . 74))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 146) (:start . 143)\n (:id . 75))\n ((:tag . "JJ") (:stem . "ß-strand") (:form . "ß-strand") (:end . 155)\n (:start . 147) (:id . 76))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 165)\n (:start . 156) (:id . 77))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 167) (:start . 166)\n (:id . 78))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 173)\n (:start . 167) (:id . 79))\n ((:tag . "NN") (:stem . "s1") (:form . "S1") (:end . 176) (:start . 174)\n (:id . 80))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 179) (:start . 177)\n (:id . 81))\n ((:tag . "JJ") (:stem . "additional") (:form . "Additional") (:end . 190)\n (:start . 180) (:id . 82))\n ((:tag . "NN") (:stem . "file") (:form . "file") (:end . 195) (:start . 191)\n (:id . 83))\n ((:tag . "CD") (:stem . "2") (:form . "2") (:end . 197) (:start . 196)\n (:id . 84))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 198) (:start . 197)\n (:id . 85))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 199) (:start . 198)\n (:id . 86)))@@@1@45@((:identifiers (:sid . :s15.146) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504885@unknown@formal@none@1@S@This substitution score is 6.2.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "substitution") (:form . "substitution") (:end . 17)\n (:start . 5) (:id . 43))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 23) (:start . 18)\n (:id . 44))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 26) (:start . 24)\n (:id . 45))\n ((:tag . "CD") (:stem . "6.2") (:form . "6.2") (:end . 30) (:start . 27)\n (:id . 46))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 31) (:start . 30)\n (:id . 47)))@@@1@6@((:identifiers (:sid . :s15.147) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504886@unknown@formal@none@1@S@In addition, the substitution scores are also high when two identical structural letters (e.g., diagonal entries) are aligned.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "addition") (:form . "addition") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 16) (:start . 13)\n (:id . 45))\n ((:tag . "NN") (:stem . "substitution") (:form . "substitution") (:end . 29)\n (:start . 17) (:id . 46))\n ((:tag . "NNS") (:stem . "score") (:form . "scores") (:end . 36)\n (:start . 30) (:id . 47))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 40) (:start . 37)\n (:id . 48))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 45) (:start . 41)\n (:id . 49))\n ((:tag . "JJ") (:stem . "high") (:form . "high") (:end . 50) (:start . 46)\n (:id . 50))\n ((:tag . "WRB") (:stem . "when") (:form . "when") (:end . 55) (:start . 51)\n (:id . 51))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 59) (:start . 56)\n (:id . 52))\n ((:tag . "JJ") (:stem . "identical") (:form . "identical") (:end . 69)\n (:start . 60) (:id . 53))\n ((:tag . "JJ") (:stem . "structural") (:form . "structural") (:end . 80)\n (:start . 70) (:id . 54))\n ((:tag . "NNS") (:stem . "letter") (:form . "letters") (:end . 88)\n (:start . 81) (:id . 55))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 90) (:start . 89)\n (:id . 56))\n ((:tag . "FW") (:stem . "e.g.") (:form . "e.g.") (:end . 94) (:start . 90)\n (:id . 57))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 95) (:start . 94)\n (:id . 58))\n ((:tag . "JJ") (:stem . "diagonal") (:form . "diagonal") (:end . 104)\n (:start . 96) (:id . 59))\n ((:tag . "NNS") (:stem . "entry") (:form . "entries") (:end . 112)\n (:start . 105) (:id . 60))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 113) (:start . 112)\n (:id . 61))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 117) (:start . 114)\n (:id . 62))\n ((:tag . "VBN") (:stem . "align") (:form . "aligned") (:end . 125)\n (:start . 118) (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 126) (:start . 125)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s15.148) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504887@unknown@formal@none@1@S@For example, the alignment scores are 5.6 and 6.1 while 'Wα' and 'Cα' are aligned with 'Wα' and 'Cß', respectively; where Wα is the residue Trp with the α-helix structure and Cα represents the residue Cys with the α-helix structure.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "example") (:form . "example") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 16) (:start . 13)\n (:id . 45))\n ((:tag . "NN") (:stem . "alignment") (:form . "alignment") (:end . 26)\n (:start . 17) (:id . 46))\n ((:tag . "NNS") (:stem . "score") (:form . "scores") (:end . 33)\n (:start . 27) (:id . 47))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 37) (:start . 34)\n (:id . 48))\n ((:tag . "CD") (:stem . "5.6") (:form . "5.6") (:end . 41) (:start . 38)\n (:id . 49))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 45) (:start . 42)\n (:id . 50))\n ((:tag . "CD") (:stem . "6.1") (:form . "6.1") (:end . 49) (:start . 46)\n (:id . 51))\n ((:tag . "IN") (:stem . "while") (:form . "while") (:end . 55) (:start . 50)\n (:id . 52))\n ((:tag . "``") (:stem . "‘") (:form . "‘") (:end . 57) (:start . 56)\n (:id . 53))\n ((:tag . "JJ") (:stem . "Wα") (:form . "Wα") (:end . 59) (:start . 57)\n (:id . 54))\n ((:tag . "POS") (:stem . "'") (:form . "’") (:end . 60) (:start . 59)\n (:id . 55))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 64) (:start . 61)\n (:id . 56))\n ((:tag . "``") (:stem . "‘") (:form . "‘") (:end . 66) (:start . 65)\n (:id . 57))\n ((:tag . "NNS") (:stem . "Cα") (:form . "Cα") (:end . 68) (:start . 66)\n (:id . 58))\n ((:tag . "''") (:stem . "'") (:form . "’") (:end . 69) (:start . 68)\n (:id . 59))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 73) (:start . 70)\n (:id . 60))\n ((:tag . "VBN") (:stem . "align") (:form . "aligned") (:end . 81)\n (:start . 74) (:id . 61))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 86) (:start . 82)\n (:id . 62))\n ((:tag . "``") (:stem . "‘") (:form . "‘") (:end . 88) (:start . 87)\n (:id . 63))\n ((:tag . "JJ") (:stem . "Wα") (:form . "Wα") (:end . 90) (:start . 88)\n (:id . 64))\n ((:tag . "POS") (:stem . "'") (:form . "’") (:end . 91) (:start . 90)\n (:id . 65))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 95) (:start . 92)\n (:id . 66))\n ((:tag . "``") (:stem . "‘") (:form . "‘") (:end . 97) (:start . 96)\n (:id . 67))\n ((:tag . "NNP") (:stem . "Cß") (:form . "Cß") (:end . 99) (:start . 97)\n (:id . 68))\n ((:tag . "POS") (:stem . "'") (:form . "’") (:end . 100) (:start . 99)\n (:id . 69))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 101) (:start . 100)\n (:id . 70))\n ((:tag . "RB") (:stem . "respectively") (:form . "respectively") (:end . 114)\n (:start . 102) (:id . 71))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 115) (:start . 114)\n (:id . 72))\n ((:tag . "WRB") (:stem . "where") (:form . "where") (:end . 121)\n (:start . 116) (:id . 73))\n ((:tag . "NNP") (:stem . "Wα") (:form . "Wα") (:end . 124) (:start . 122)\n (:id . 74))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 127) (:start . 125)\n (:id . 75))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 131) (:start . 128)\n (:id . 76))\n ((:tag . "NN") (:stem . "residue") (:form . "residue") (:end . 139)\n (:start . 132) (:id . 77))\n ((:tag . "NN") (:stem . "trp") (:form . "Trp") (:end . 143) (:start . 140)\n (:id . 78))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 148) (:start . 144)\n (:id . 79))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 152) (:start . 149)\n (:id . 80))\n ((:tag . "JJ") (:stem . "α-helix") (:form . "α-helix") (:end . 160)\n (:start . 153) (:id . 81))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 170)\n (:start . 161) (:id . 82))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 174) (:start . 171)\n (:id . 83))\n ((:tag . "NN") (:stem . "cα") (:form . "Cα") (:end . 177) (:start . 175)\n (:id . 84))\n ((:tag . "VBZ") (:stem . "represent") (:form . "represents") (:end . 188)\n (:start . 178) (:id . 85))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 192) (:start . 189)\n (:id . 86))\n ((:tag . "NN") (:stem . "residue") (:form . "residue") (:end . 200)\n (:start . 193) (:id . 87))\n ((:tag . "NN") (:stem . "cys") (:form . "Cys") (:end . 204) (:start . 201)\n (:id . 88))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 209) (:start . 205)\n (:id . 89))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 213) (:start . 210)\n (:id . 90))\n ((:tag . "JJ") (:stem . "α-helix") (:form . "α-helix") (:end . 221)\n (:start . 214) (:id . 91))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 231)\n (:start . 222) (:id . 92))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 232) (:start . 231)\n (:id . 93)))@@@1@52@((:identifiers (:sid . :s15.149) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504888@unknown@formal@none@1@S@Most of the substitution scores are positive if two RS letters in the same secondary structure are aligned.@(((:tag . "JJS") (:stem . "most") (:form . "Most") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 7) (:start . 5)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 11) (:start . 8)\n (:id . 44))\n ((:tag . "NN") (:stem . "substitution") (:form . "substitution") (:end . 24)\n (:start . 12) (:id . 45))\n ((:tag . "NNS") (:stem . "score") (:form . "scores") (:end . 31)\n (:start . 25) (:id . 46))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 35) (:start . 32)\n (:id . 47))\n ((:tag . "JJ") (:stem . "positive") (:form . "positive") (:end . 44)\n (:start . 36) (:id . 48))\n ((:tag . "IN") (:stem . "if") (:form . "if") (:end . 47) (:start . 45)\n (:id . 49))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 51) (:start . 48)\n (:id . 50))\n ((:tag . "NN") (:stem . "rs") (:form . "RS") (:end . 54) (:start . 52)\n (:id . 51))\n ((:tag . "NNS") (:stem . "letter") (:form . "letters") (:end . 62)\n (:start . 55) (:id . 52))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 65) (:start . 63)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 69) (:start . 66)\n (:id . 54))\n ((:tag . "JJ") (:stem . "same") (:form . "same") (:end . 74) (:start . 70)\n (:id . 55))\n ((:tag . "JJ") (:stem . "secondary") (:form . "secondary") (:end . 84)\n (:start . 75) (:id . 56))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 94)\n (:start . 85) (:id . 57))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 98) (:start . 95)\n (:id . 58))\n ((:tag . "VBN") (:stem . "align") (:form . "aligned") (:end . 106)\n (:start . 99) (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 107) (:start . 106)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s15.150) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504889@unknown@formal@none@1@S@On the other hand, the lowest substitution score is -7.8 in this S2A2.@(((:tag . "IN") (:stem . "on") (:form . "On") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "JJ") (:stem . "other") (:form . "other") (:end . 12) (:start . 7)\n (:id . 44))\n ((:tag . "NN") (:stem . "hand") (:form . "hand") (:end . 17) (:start . 13)\n (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 18) (:start . 17)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 22) (:start . 19)\n (:id . 47))\n ((:tag . "JJS") (:stem . "low") (:form . "lowest") (:end . 29) (:start . 23)\n (:id . 48))\n ((:tag . "NN") (:stem . "substitution") (:form . "substitution") (:end . 42)\n (:start . 30) (:id . 49))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 48) (:start . 43)\n (:id . 50))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 51) (:start . 49)\n (:id . 51))\n ((:tag . "CD") (:stem . "-7.8") (:form . "-7.8") (:end . 56) (:start . 52)\n (:id . 52))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 59) (:start . 57)\n (:id . 53))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 64) (:start . 60)\n (:id . 54))\n ((:tag . "NN") (:stem . "s2a2") (:form . "S2A2") (:end . 69) (:start . 65)\n (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 70) (:start . 69)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s15.151) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504890@unknown@formal@none@1@S@All of the substitution scores are low when the helix RS letters are aligned with the strand RS letters.@(((:tag . "DT") (:stem . "all") (:form . "All") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 6) (:start . 4)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 10) (:start . 7)\n (:id . 44))\n ((:tag . "NN") (:stem . "substitution") (:form . "substitution") (:end . 23)\n (:start . 11) (:id . 45))\n ((:tag . "NNS") (:stem . "score") (:form . "scores") (:end . 30)\n (:start . 24) (:id . 46))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 34) (:start . 31)\n (:id . 47))\n ((:tag . "JJ") (:stem . "low") (:form . "low") (:end . 38) (:start . 35)\n (:id . 48))\n ((:tag . "WRB") (:stem . "when") (:form . "when") (:end . 43) (:start . 39)\n (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 47) (:start . 44)\n (:id . 50))\n ((:tag . "NN") (:stem . "helix") (:form . "helix") (:end . 53) (:start . 48)\n (:id . 51))\n ((:tag . "NN") (:stem . "rs") (:form . "RS") (:end . 56) (:start . 54)\n (:id . 52))\n ((:tag . "NNS") (:stem . "letter") (:form . "letters") (:end . 64)\n (:start . 57) (:id . 53))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 68) (:start . 65)\n (:id . 54))\n ((:tag . "VBN") (:stem . "align") (:form . "aligned") (:end . 76)\n (:start . 69) (:id . 55))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 81) (:start . 77)\n (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 85) (:start . 82)\n (:id . 57))\n ((:tag . "NN") (:stem . "strand") (:form . "strand") (:end . 92)\n (:start . 86) (:id . 58))\n ((:tag . "NN") (:stem . "rs") (:form . "RS") (:end . 95) (:start . 93)\n (:id . 59))\n ((:tag . "NNS") (:stem . "letter") (:form . "letters") (:end . 103)\n (:start . 96) (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 104) (:start . 103)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s15.152) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504891@unknown@formal@none@1@S@The above relationships are in good agreement with biological functions of the relevant structures, showing that the matrix S2A2 embodies conventional knowledge about secondary structure conservation in proteins.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "above") (:form . "above") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . "NNS") (:stem . "relationship") (:form . "relationships")\n (:end . 23) (:start . 10) (:id . 44))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 27) (:start . 24)\n (:id . 45))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 30) (:start . 28)\n (:id . 46))\n ((:tag . "JJ") (:stem . "good") (:form . "good") (:end . 35) (:start . 31)\n (:id . 47))\n ((:tag . "NN") (:stem . "agreement") (:form . "agreement") (:end . 45)\n (:start . 36) (:id . 48))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 50) (:start . 46)\n (:id . 49))\n ((:tag . "JJ") (:stem . "biological") (:form . "biological") (:end . 61)\n (:start . 51) (:id . 50))\n ((:tag . "NNS") (:stem . "function") (:form . "functions") (:end . 71)\n (:start . 62) (:id . 51))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 74) (:start . 72)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 78) (:start . 75)\n (:id . 53))\n ((:tag . "JJ") (:stem . "relevant") (:form . "relevant") (:end . 87)\n (:start . 79) (:id . 54))\n ((:tag . "NNS") (:stem . "structure") (:form . "structures") (:end . 98)\n (:start . 88) (:id . 55))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 99) (:start . 98)\n (:id . 56))\n ((:tag . "VBG") (:stem . "show") (:form . "showing") (:end . 107)\n (:start . 100) (:id . 57))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 112) (:start . 108)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 116) (:start . 113)\n (:id . 59))\n ((:tag . "NN") (:stem . "matrix") (:form . "matrix") (:end . 123)\n (:start . 117) (:id . 60))\n ((:tag . "NN") (:stem . "s2a2") (:form . "S2A2") (:end . 128) (:start . 124)\n (:id . 61))\n ((:tag . "VBZ") (:stem . "embody") (:form . "embodies") (:end . 137)\n (:start . 129) (:id . 62))\n ((:tag . "JJ") (:stem . "conventional") (:form . "conventional") (:end . 150)\n (:start . 138) (:id . 63))\n ((:tag . "NN") (:stem . "knowledge") (:form . "knowledge") (:end . 160)\n (:start . 151) (:id . 64))\n ((:tag . "IN") (:stem . "about") (:form . "about") (:end . 166)\n (:start . 161) (:id . 65))\n ((:tag . "JJ") (:stem . "secondary") (:form . "secondary") (:end . 176)\n (:start . 167) (:id . 66))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 186)\n (:start . 177) (:id . 67))\n ((:tag . "NN") (:stem . "conservation") (:form . "conservation") (:end . 199)\n (:start . 187) (:id . 68))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 202) (:start . 200)\n (:id . 69))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 211)\n (:start . 203) (:id . 70))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 212) (:start . 211)\n (:id . 71)))@@@1@30@((:identifiers (:sid . :s15.153) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504892@unknown@formal@none@1@S@We compared the S2A2 matrix with BLOSUM62.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "compare") (:form . "compared") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 15) (:start . 12)\n (:id . 44))\n ((:tag . "NN") (:stem . "s2a2") (:form . "S2A2") (:end . 20) (:start . 16)\n (:id . 45))\n ((:tag . "NN") (:stem . "matrix") (:form . "matrix") (:end . 27)\n (:start . 21) (:id . 46))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 32) (:start . 28)\n (:id . 47))\n ((:tag . "NN") (:stem . "blosum62") (:form . "BLOSUM62") (:end . 41)\n (:start . 33) (:id . 48))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 42) (:start . 41)\n (:id . 49)))@@@1@8@((:identifiers (:sid . :s15.154) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504893@unknown@formal@none@1@S@The highest substitution scores are 6.2 (S2A2) and 11 (BLOSUM62).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJS") (:stem . "high") (:form . "highest") (:end . 11) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "substitution") (:form . "substitution") (:end . 24)\n (:start . 12) (:id . 44))\n ((:tag . "NNS") (:stem . "score") (:form . "scores") (:end . 31)\n (:start . 25) (:id . 45))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 35) (:start . 32)\n (:id . 46))\n ((:tag . "CD") (:stem . "6.2") (:form . "6.2") (:end . 39) (:start . 36)\n (:id . 47))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 41) (:start . 40)\n (:id . 48))\n ((:tag . "NN") (:stem . "s2a2") (:form . "S2A2") (:end . 45) (:start . 41)\n (:id . 49))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 46) (:start . 45)\n (:id . 50))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 50) (:start . 47)\n (:id . 51))\n ((:tag . "CD") (:stem . "11") (:form . "11") (:end . 53) (:start . 51)\n (:id . 52))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 55) (:start . 54)\n (:id . 53))\n ((:tag . "NN") (:stem . "blosum62") (:form . "BLOSUM62") (:end . 63)\n (:start . 55) (:id . 54))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 64) (:start . 63)\n (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 65) (:start . 64)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s15.155) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504894@unknown@formal@none@1@S@In contrast, the lowest score for S2A2 (-7.8) is much lower than that for BLOSUM62 (-4).@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "contrast") (:form . "contrast") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 16) (:start . 13)\n (:id . 45))\n ((:tag . "JJS") (:stem . "low") (:form . "lowest") (:end . 23) (:start . 17)\n (:id . 46))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 29) (:start . 24)\n (:id . 47))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 33) (:start . 30)\n (:id . 48))\n ((:tag . "NN") (:stem . "s2a2") (:form . "S2A2") (:end . 38) (:start . 34)\n (:id . 49))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 40) (:start . 39)\n (:id . 50))\n ((:tag . "CD") (:stem . "-7.8") (:form . "-7.8") (:end . 44) (:start . 40)\n (:id . 51))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 45) (:start . 44)\n (:id . 52))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 48) (:start . 46)\n (:id . 53))\n ((:tag . "RB") (:stem . "much") (:form . "much") (:end . 53) (:start . 49)\n (:id . 54))\n ((:tag . "JJR") (:stem . "low") (:form . "lower") (:end . 59) (:start . 54)\n (:id . 55))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 64) (:start . 60)\n (:id . 56))\n ((:tag . "DT") (:stem . "that") (:form . "that") (:end . 69) (:start . 65)\n (:id . 57))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 73) (:start . 70)\n (:id . 58))\n ((:tag . "NN") (:stem . "blosum62") (:form . "BLOSUM62") (:end . 82)\n (:start . 74) (:id . 59))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 84) (:start . 83)\n (:id . 60))\n ((:tag . "CD") (:stem . "-4") (:form . "-4") (:end . 86) (:start . 84)\n (:id . 61))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 87) (:start . 86)\n (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 88) (:start . 87)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s15.156) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504895@unknown@formal@none@1@S@The main reasons for this large difference are that α-helices and ß-strands constitute very different protein secondary structures, and the RS letters pertaining to these two types of structure are more conserved than amino acid sequences.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "main") (:form . "main") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "NNS") (:stem . "reason") (:form . "reasons") (:end . 16)\n (:start . 9) (:id . 44))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 20) (:start . 17)\n (:id . 45))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 25) (:start . 21)\n (:id . 46))\n ((:tag . "JJ") (:stem . "large") (:form . "large") (:end . 31) (:start . 26)\n (:id . 47))\n ((:tag . "NN") (:stem . "difference") (:form . "difference") (:end . 42)\n (:start . 32) (:id . 48))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 46) (:start . 43)\n (:id . 49))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 51) (:start . 47)\n (:id . 50))\n ((:tag . "NNPS") (:stem . "α-helice") (:form . "α-helices") (:end . 61)\n (:start . 52) (:id . 51))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 65) (:start . 62)\n (:id . 52))\n ((:tag . "NNPS") (:stem . "ß-strand") (:form . "ß-strands") (:end . 75)\n (:start . 66) (:id . 53))\n ((:tag . "VBP") (:stem . "constitute") (:form . "constitute") (:end . 86)\n (:start . 76) (:id . 54))\n ((:tag . "RB") (:stem . "very") (:form . "very") (:end . 91) (:start . 87)\n (:id . 55))\n ((:tag . "JJ") (:stem . "different") (:form . "different") (:end . 101)\n (:start . 92) (:id . 56))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 109)\n (:start . 102) (:id . 57))\n ((:tag . "JJ") (:stem . "secondary") (:form . "secondary") (:end . 119)\n (:start . 110) (:id . 58))\n ((:tag . "NNS") (:stem . "structure") (:form . "structures") (:end . 130)\n (:start . 120) (:id . 59))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 131) (:start . 130)\n (:id . 60))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 135) (:start . 132)\n (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 139) (:start . 136)\n (:id . 62))\n ((:tag . "NNP") (:stem . "RS") (:form . "RS") (:end . 142) (:start . 140)\n (:id . 63))\n ((:tag . "NNS") (:stem . "letter") (:form . "letters") (:end . 150)\n (:start . 143) (:id . 64))\n ((:tag . "VBG") (:stem . "pertain") (:form . "pertaining") (:end . 161)\n (:start . 151) (:id . 65))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 164) (:start . 162)\n (:id . 66))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 170)\n (:start . 165) (:id . 67))\n ((:tag . "CD") (:stem . "two") (:form . "two") (:end . 174) (:start . 171)\n (:id . 68))\n ((:tag . "NNS") (:stem . "type") (:form . "types") (:end . 180)\n (:start . 175) (:id . 69))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 183) (:start . 181)\n (:id . 70))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 193)\n (:start . 184) (:id . 71))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 197) (:start . 194)\n (:id . 72))\n ((:tag . "RBR") (:stem . "more") (:form . "more") (:end . 202) (:start . 198)\n (:id . 73))\n ((:tag . "VBN") (:stem . "conserve") (:form . "conserved") (:end . 212)\n (:start . 203) (:id . 74))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 217) (:start . 213)\n (:id . 75))\n ((:tag . "JJ") (:stem . "amino") (:form . "amino") (:end . 223)\n (:start . 218) (:id . 76))\n ((:tag . "NN") (:stem . "acid") (:form . "acid") (:end . 228) (:start . 224)\n (:id . 77))\n ((:tag . "NNS") (:stem . "sequence") (:form . "sequences") (:end . 238)\n (:start . 229) (:id . 78))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 239) (:start . 238)\n (:id . 79)))@@@1@38@((:identifiers (:sid . :s15.157) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504896@unknown@formal@none@1@S@These results demonstrate that the RS letters with the S2A2 matrix may be able to more accurately find remote homologous sequences than simple amino acid sequence analyses.@(((:tag . "DT") (:stem . "these") (:form . "These") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "result") (:form . "results") (:end . 13)\n (:start . 6) (:id . 43))\n ((:tag . "VBP") (:stem . "demonstrate") (:form . "demonstrate") (:end . 25)\n (:start . 14) (:id . 44))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 30) (:start . 26)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 34) (:start . 31)\n (:id . 46))\n ((:tag . "NNP") (:stem . "RS") (:form . "RS") (:end . 37) (:start . 35)\n (:id . 47))\n ((:tag . "NNS") (:stem . "letter") (:form . "letters") (:end . 45)\n (:start . 38) (:id . 48))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 50) (:start . 46)\n (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 54) (:start . 51)\n (:id . 50))\n ((:tag . "NN") (:stem . "s2a2") (:form . "S2A2") (:end . 59) (:start . 55)\n (:id . 51))\n ((:tag . "NN") (:stem . "matrix") (:form . "matrix") (:end . 66)\n (:start . 60) (:id . 52))\n ((:tag . "MD") (:stem . "may") (:form . "may") (:end . 70) (:start . 67)\n (:id . 53))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 73) (:start . 71)\n (:id . 54))\n ((:tag . "JJ") (:stem . "able") (:form . "able") (:end . 78) (:start . 74)\n (:id . 55))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 81) (:start . 79)\n (:id . 56))\n ((:tag . "RBR") (:stem . "more") (:form . "more") (:end . 86) (:start . 82)\n (:id . 57))\n ((:tag . "RB") (:stem . "accurately") (:form . "accurately") (:end . 97)\n (:start . 87) (:id . 58))\n ((:tag . "VB") (:stem . "find") (:form . "find") (:end . 102) (:start . 98)\n (:id . 59))\n ((:tag . "JJ") (:stem . "remote") (:form . "remote") (:end . 109)\n (:start . 103) (:id . 60))\n ((:tag . "JJ") (:stem . "homologous") (:form . "homologous") (:end . 120)\n (:start . 110) (:id . 61))\n ((:tag . "NNS") (:stem . "sequence") (:form . "sequences") (:end . 130)\n (:start . 121) (:id . 62))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 135) (:start . 131)\n (:id . 63))\n ((:tag . "JJ") (:stem . "simple") (:form . "simple") (:end . 142)\n (:start . 136) (:id . 64))\n ((:tag . "JJ") (:stem . "amino") (:form . "amino") (:end . 148)\n (:start . 143) (:id . 65))\n ((:tag . "NN") (:stem . "acid") (:form . "acid") (:end . 153) (:start . 149)\n (:id . 66))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 162)\n (:start . 154) (:id . 67))\n ((:tag . "NNS") (:stem . "analysis") (:form . "analyses") (:end . 171)\n (:start . 163) (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 172) (:start . 171)\n (:id . 69)))@@@1@28@((:hcues ((:id . :x15.158.1) (:span 67 70)) ((:id . :x15.158.2) (:span 14 25)))\n (:hscopes ((:id . :x15.158.1) (:span 67 171))\n ((:id . :x15.158.2) (:span 14 171)))\n (:identifiers (:sid . :s15.158) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504897@unknown@formal@none@1@S@Template selection@(((:tag . "NNP") (:stem . "Template") (:form . "Template") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "selection") (:form . "selection") (:end . 18)\n (:start . 9) (:id . 43)))@@@1@2@((:identifiers (:sid . :s15.159) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504898@unknown@formal@none@1@S@For the template selection, our method with S2A2 matrix was compared to other methods on Lindahl benchmark [14], which consists of 976 proteins, for the fold recognition.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "template") (:form . "template") (:end . 16)\n (:start . 8) (:id . 44))\n ((:tag . "NN") (:stem . "selection") (:form . "selection") (:end . 26)\n (:start . 17) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 27) (:start . 26)\n (:id . 46))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 31) (:start . 28)\n (:id . 47))\n ((:tag . "NN") (:stem . "method") (:form . "method") (:end . 38)\n (:start . 32) (:id . 48))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 43) (:start . 39)\n (:id . 49))\n ((:tag . "NN") (:stem . "s2a2") (:form . "S2A2") (:end . 48) (:start . 44)\n (:id . 50))\n ((:tag . "NN") (:stem . "matrix") (:form . "matrix") (:end . 55)\n (:start . 49) (:id . 51))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 59) (:start . 56)\n (:id . 52))\n ((:tag . "VBN") (:stem . "compare") (:form . "compared") (:end . 68)\n (:start . 60) (:id . 53))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 71) (:start . 69)\n (:id . 54))\n ((:tag . "JJ") (:stem . "other") (:form . "other") (:end . 77) (:start . 72)\n (:id . 55))\n ((:tag . "NNS") (:stem . "method") (:form . "methods") (:end . 85)\n (:start . 78) (:id . 56))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 88) (:start . 86)\n (:id . 57))\n ((:tag . "NNP") (:stem . "Lindahl") (:form . "Lindahl") (:end . 96)\n (:start . 89) (:id . 58))\n ((:tag . "NN") (:stem . "benchmark") (:form . "benchmark") (:end . 106)\n (:start . 97) (:id . 59))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 108) (:start . 107)\n (:id . 60))\n ((:tag . "CD") (:stem . "14") (:form . "14") (:end . 110) (:start . 108)\n (:id . 61))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 111) (:start . 110)\n (:id . 62))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 112) (:start . 111)\n (:id . 63))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 118)\n (:start . 113) (:id . 64))\n ((:tag . "VBZ") (:stem . "consist") (:form . "consists") (:end . 127)\n (:start . 119) (:id . 65))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 130) (:start . 128)\n (:id . 66))\n ((:tag . "CD") (:stem . "976") (:form . "976") (:end . 134) (:start . 131)\n (:id . 67))\n ((:tag . "NNS") (:stem . "protein") (:form . "proteins") (:end . 143)\n (:start . 135) (:id . 68))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 144) (:start . 143)\n (:id . 69))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 148) (:start . 145)\n (:id . 70))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 152) (:start . 149)\n (:id . 71))\n ((:tag . "JJ") (:stem . "fold") (:form . "fold") (:end . 157) (:start . 153)\n (:id . 72))\n ((:tag . "NN") (:stem . "recognition") (:form . "recognition") (:end . 169)\n (:start . 158) (:id . 73))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 170) (:start . 169)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s15.160) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504899@unknown@formal@none@1@S@This set included 555, 434 and 321 assignments for the family, superfamily and fold levels, respectively.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "set") (:form . "set") (:end . 8) (:start . 5)\n (:id . 43))\n ((:tag . "VBD") (:stem . "include") (:form . "included") (:end . 17)\n (:start . 9) (:id . 44))\n ((:tag . "CD") (:stem . "555") (:form . "555") (:end . 21) (:start . 18)\n (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 22) (:start . 21)\n (:id . 46))\n ((:tag . "CD") (:stem . "434") (:form . "434") (:end . 26) (:start . 23)\n (:id . 47))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 30) (:start . 27)\n (:id . 48))\n ((:tag . "CD") (:stem . "321") (:form . "321") (:end . 34) (:start . 31)\n (:id . 49))\n ((:tag . "NNS") (:stem . "assignment") (:form . "assignments") (:end . 46)\n (:start . 35) (:id . 50))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 50) (:start . 47)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 54) (:start . 51)\n (:id . 52))\n ((:tag . "NN") (:stem . "family") (:form . "family") (:end . 61)\n (:start . 55) (:id . 53))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 62) (:start . 61)\n (:id . 54))\n ((:tag . "NN") (:stem . "superfamily") (:form . "superfamily") (:end . 74)\n (:start . 63) (:id . 55))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 78) (:start . 75)\n (:id . 56))\n ((:tag . "JJ") (:stem . "fold") (:form . "fold") (:end . 83) (:start . 79)\n (:id . 57))\n ((:tag . "NNS") (:stem . "level") (:form . "levels") (:end . 90)\n (:start . 84) (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 91) (:start . 90)\n (:id . 59))\n ((:tag . "RB") (:stem . "respectively") (:form . "respectively") (:end . 104)\n (:start . 92) (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 105) (:start . 104)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s15.161) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504900@unknown@formal@none@1@S@The S2A2 matrix outperforms PSI-BLAST and is comparative to other methods on this set (Table 2).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "s2a2") (:form . "S2A2") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "matrix") (:form . "matrix") (:end . 15) (:start . 9)\n (:id . 44))\n ((:tag . "VBZ") (:stem . "outperform") (:form . "outperforms") (:end . 27)\n (:start . 16) (:id . 45))\n ((:tag . "NN") (:stem . "psi-blast") (:form . "PSI-BLAST") (:end . 37)\n (:start . 28) (:id . 46))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 41) (:start . 38)\n (:id . 47))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 44) (:start . 42)\n (:id . 48))\n ((:tag . "JJ") (:stem . "comparative") (:form . "comparative") (:end . 56)\n (:start . 45) (:id . 49))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 59) (:start . 57)\n (:id . 50))\n ((:tag . "JJ") (:stem . "other") (:form . "other") (:end . 65) (:start . 60)\n (:id . 51))\n ((:tag . "NNS") (:stem . "method") (:form . "methods") (:end . 73)\n (:start . 66) (:id . 52))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 76) (:start . 74)\n (:id . 53))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 81) (:start . 77)\n (:id . 54))\n ((:tag . "NN") (:stem . "set") (:form . "set") (:end . 85) (:start . 82)\n (:id . 55))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 87) (:start . 86)\n (:id . 56))\n ((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 92) (:start . 87)\n (:id . 57))\n ((:tag . "CD") (:stem . "2") (:form . "2") (:end . 94) (:start . 93)\n (:id . 58))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 95) (:start . 94)\n (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 96) (:start . 95)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s15.162) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504901@unknown@formal@none@1@S@Our method (S2A2+PSSM), incorporating PSSM into S2A2, is the best for detecting similarity on the superfamily and fold levels for the top five ranks among the 10 comparative methods.@(((:tag . "PRP$") (:stem . "our") (:form . "Our") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "method") (:form . "method") (:end . 10) (:start . 4)\n (:id . 43))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 12) (:start . 11)\n (:id . 44))\n ((:tag . "NNP") (:stem . "S2A2+PSSM") (:form . "S2A2+PSSM") (:end . 21)\n (:start . 12) (:id . 45))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 22) (:start . 21)\n (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 23) (:start . 22)\n (:id . 47))\n ((:tag . "VBG") (:stem . "incorporate") (:form . "incorporating") (:end . 37)\n (:start . 24) (:id . 48))\n ((:tag . "NNP") (:stem . "PSSM") (:form . "PSSM") (:end . 42) (:start . 38)\n (:id . 49))\n ((:tag . "IN") (:stem . "into") (:form . "into") (:end . 47) (:start . 43)\n (:id . 50))\n ((:tag . "NNP") (:stem . "S2A2") (:form . "S2A2") (:end . 52) (:start . 48)\n (:id . 51))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 53) (:start . 52)\n (:id . 52))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 56) (:start . 54)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 60) (:start . 57)\n (:id . 54))\n ((:tag . "JJS") (:stem . "good") (:form . "best") (:end . 65) (:start . 61)\n (:id . 55))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 69) (:start . 66)\n (:id . 56))\n ((:tag . "VBG") (:stem . "detect") (:form . "detecting") (:end . 79)\n (:start . 70) (:id . 57))\n ((:tag . "NN") (:stem . "similarity") (:form . "similarity") (:end . 90)\n (:start . 80) (:id . 58))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 93) (:start . 91)\n (:id . 59))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 97) (:start . 94)\n (:id . 60))\n ((:tag . "NN") (:stem . "superfamily") (:form . "superfamily") (:end . 109)\n (:start . 98) (:id . 61))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 113) (:start . 110)\n (:id . 62))\n ((:tag . "JJ") (:stem . "fold") (:form . "fold") (:end . 118) (:start . 114)\n (:id . 63))\n ((:tag . "NNS") (:stem . "level") (:form . "levels") (:end . 125)\n (:start . 119) (:id . 64))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 129) (:start . 126)\n (:id . 65))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 133) (:start . 130)\n (:id . 66))\n ((:tag . "JJ") (:stem . "top") (:form . "top") (:end . 137) (:start . 134)\n (:id . 67))\n ((:tag . "CD") (:stem . "five") (:form . "five") (:end . 142) (:start . 138)\n (:id . 68))\n ((:tag . "NNS") (:stem . "rank") (:form . "ranks") (:end . 148)\n (:start . 143) (:id . 69))\n ((:tag . "IN") (:stem . "among") (:form . "among") (:end . 154)\n (:start . 149) (:id . 70))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 158) (:start . 155)\n (:id . 71))\n ((:tag . "CD") (:stem . "10") (:form . "10") (:end . 161) (:start . 159)\n (:id . 72))\n ((:tag . "JJ") (:stem . "comparative") (:form . "comparative") (:end . 173)\n (:start . 162) (:id . 73))\n ((:tag . "NNS") (:stem . "method") (:form . "methods") (:end . 181)\n (:start . 174) (:id . 74))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 182) (:start . 181)\n (:id . 75)))@@@1@34@((:identifiers (:sid . :s15.163) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504902@unknown@formal@none@1@S@At the superfamily level, the S2A2+PSSM, PSI-BLAST and prof_sim [36] identified 75.6%, 49.1% and 61.3% of assignments, respectively.@(((:tag . "IN") (:stem . "at") (:form . "At") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "NN") (:stem . "superfamily") (:form . "superfamily") (:end . 18)\n (:start . 7) (:id . 44))\n ((:tag . "NN") (:stem . "level") (:form . "level") (:end . 24) (:start . 19)\n (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 25) (:start . 24)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 29) (:start . 26)\n (:id . 47))\n ((:tag . "NNP") (:stem . "S2A2+PSSM") (:form . "S2A2+PSSM") (:end . 39)\n (:start . 30) (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 40) (:start . 39)\n (:id . 49))\n ((:tag . "NN") (:stem . "psi-blast") (:form . "PSI-BLAST") (:end . 50)\n (:start . 41) (:id . 50))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 54) (:start . 51)\n (:id . 51))\n ((:tag . "NN") (:stem . "prof_sim") (:form . "prof_sim") (:end . 63)\n (:start . 55) (:id . 52))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 65) (:start . 64)\n (:id . 53))\n ((:tag . "CD") (:stem . "36") (:form . "36") (:end . 67) (:start . 65)\n (:id . 54))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 68) (:start . 67)\n (:id . 55))\n ((:tag . "VBD") (:stem . "identify") (:form . "identified") (:end . 79)\n (:start . 69) (:id . 56))\n ((:tag . "CD") (:stem . "75.6") (:form . "75.6") (:end . 84) (:start . 80)\n (:id . 57))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 85) (:start . 84)\n (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 86) (:start . 85)\n (:id . 59))\n ((:tag . "CD") (:stem . "49.1") (:form . "49.1") (:end . 91) (:start . 87)\n (:id . 60))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 92) (:start . 91)\n (:id . 61))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 96) (:start . 93)\n (:id . 62))\n ((:tag . "CD") (:stem . "61.3") (:form . "61.3") (:end . 101) (:start . 97)\n (:id . 63))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 102) (:start . 101)\n (:id . 64))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 105) (:start . 103)\n (:id . 65))\n ((:tag . "NNS") (:stem . "assignment") (:form . "assignments") (:end . 117)\n (:start . 106) (:id . 66))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 118) (:start . 117)\n (:id . 67))\n ((:tag . "RB") (:stem . "respectively") (:form . "respectively") (:end . 131)\n (:start . 119) (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 132) (:start . 131)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s15.164) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504903@unknown@formal@none@1@S@At the fold level, the S2A2+PSSM (54.5%) outperformed PSI-BLAST (14.6%) and prof_sim (39.6%) in identifying homologous pairs.@(((:tag . "IN") (:stem . "at") (:form . "At") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "JJ") (:stem . "fold") (:form . "fold") (:end . 11) (:start . 7)\n (:id . 44))\n ((:tag . "NN") (:stem . "level") (:form . "level") (:end . 17) (:start . 12)\n (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 18) (:start . 17)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 22) (:start . 19)\n (:id . 47))\n ((:tag . "NNP") (:stem . "S2A2+PSSM") (:form . "S2A2+PSSM") (:end . 32)\n (:start . 23) (:id . 48))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 34) (:start . 33)\n (:id . 49))\n ((:tag . "CD") (:stem . "54.5") (:form . "54.5") (:end . 38) (:start . 34)\n (:id . 50))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 39) (:start . 38)\n (:id . 51))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 40) (:start . 39)\n (:id . 52))\n ((:tag . "JJ") (:stem . "outperformed") (:form . "outperformed") (:end . 53)\n (:start . 41) (:id . 53))\n ((:tag . "NN") (:stem . "psi-blast") (:form . "PSI-BLAST") (:end . 63)\n (:start . 54) (:id . 54))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 65) (:start . 64)\n (:id . 55))\n ((:tag . "CD") (:stem . "14.6") (:form . "14.6") (:end . 69) (:start . 65)\n (:id . 56))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 70) (:start . 69)\n (:id . 57))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 71) (:start . 70)\n (:id . 58))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 75) (:start . 72)\n (:id . 59))\n ((:tag . "NN") (:stem . "prof_sim") (:form . "prof_sim") (:end . 84)\n (:start . 76) (:id . 60))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 86) (:start . 85)\n (:id . 61))\n ((:tag . "CD") (:stem . "39.6") (:form . "39.6") (:end . 90) (:start . 86)\n (:id . 62))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 91) (:start . 90)\n (:id . 63))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 92) (:start . 91)\n (:id . 64))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 95) (:start . 93)\n (:id . 65))\n ((:tag . "VBG") (:stem . "identify") (:form . "identifying") (:end . 107)\n (:start . 96) (:id . 66))\n ((:tag . "JJ") (:stem . "homologous") (:form . "homologous") (:end . 118)\n (:start . 108) (:id . 67))\n ((:tag . "NNS") (:stem . "pair") (:form . "pairs") (:end . 124)\n (:start . 119) (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 125) (:start . 124)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s15.165) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504904@unknown@formal@none@1@S@Comparing S2A2 matrix with other methods for fold recognition on the Lindahl benchmark@(((:tag . "VBG") (:stem . "compare") (:form . "Comparing") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "s2a2") (:form . "S2A2") (:end . 14) (:start . 10)\n (:id . 43))\n ((:tag . "NN") (:stem . "matrix") (:form . "matrix") (:end . 21)\n (:start . 15) (:id . 44))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 26) (:start . 22)\n (:id . 45))\n ((:tag . "JJ") (:stem . "other") (:form . "other") (:end . 32) (:start . 27)\n (:id . 46))\n ((:tag . "NNS") (:stem . "method") (:form . "methods") (:end . 40)\n (:start . 33) (:id . 47))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 44) (:start . 41)\n (:id . 48))\n ((:tag . "JJ") (:stem . "fold") (:form . "fold") (:end . 49) (:start . 45)\n (:id . 49))\n ((:tag . "NN") (:stem . "recognition") (:form . "recognition") (:end . 61)\n (:start . 50) (:id . 50))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 64) (:start . 62)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 68) (:start . 65)\n (:id . 52))\n ((:tag . "NNP") (:stem . "Lindahl") (:form . "Lindahl") (:end . 76)\n (:start . 69) (:id . 53))\n ((:tag . "NN") (:stem . "benchmark") (:form . "benchmark") (:end . 86)\n (:start . 77) (:id . 54)))@@@1@13@((:identifiers (:sid . :s15.166) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|TableLegend|)))@oe@9-2-2011 5504905@unknown@formal@none@1@S@Target-template alignment@(((:tag . "JJ") (:stem . "target-template") (:form . "Target-template")\n (:end . 15) (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "alignment") (:form . "alignment") (:end . 25)\n (:start . 16) (:id . 43)))@@@1@2@((:identifiers (:sid . :s15.167) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504906@unknown@formal@none@1@S@For the alignment between the target and the template, our algorithm was evaluated based on the ProSup benchmark [15], which consists of 127 protein pairs with significant structural similarity but with sequence identity of no more than 30%.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "alignment") (:form . "alignment") (:end . 17)\n (:start . 8) (:id . 44))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 25)\n (:start . 18) (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 29) (:start . 26)\n (:id . 46))\n ((:tag . "NN") (:stem . "target") (:form . 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(:end . 247) (:start . 246)\n (:id . 93)))@@@1@52@((:identifiers (:sid . :s15.170) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504909@unknown@formal@none@1@S@The S2A2 matrix is significantly better than those of sequence-based approaches, including FASTA, PSI-BLAST and prof_sim.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "s2a2") (:form . "S2A2") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "matrix") (:form . "matrix") (:end . 15) (:start . 9)\n (:id . 44))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 18) (:start . 16)\n (:id . 45))\n ((:tag . "RB") (:stem . "significantly") (:form . "significantly")\n (:end . 32) (:start . 19) (:id . 46))\n ((:tag . "JJR") (:stem . "good") (:form . "better") (:end . 39) (:start . 33)\n (:id . 47))\n ((:tag . "IN") (:stem . "than") (:form . 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"and") (:end . 111) (:start . 108)\n (:id . 58))\n ((:tag . "NN") (:stem . "prof_sim") (:form . "prof_sim") (:end . 120)\n (:start . 112) (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 121) (:start . 120)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s15.171) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504910@unknown@formal@none@1@S@The S2A2+PSSM achieved the highest alignment accuracy with slightly better than SPARKS [9] and SSALN, and much better than the other comparative methods.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "S2A2+PSSM") (:form . "S2A2+PSSM") (:end . 13)\n (:start . 4) (:id . 43))\n ((:tag . "VBD") (:stem . "achieve") (:form . "achieved") (:end . 22)\n (:start . 14) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 26) (:start . 23)\n (:id . 45))\n ((:tag . "JJS") (:stem . "high") (:form . "highest") (:end . 34)\n (:start . 27) (:id . 46))\n ((:tag . "NN") (:stem . "alignment") (:form . "alignment") (:end . 44)\n (:start . 35) (:id . 47))\n ((:tag . "NN") (:stem . "accuracy") (:form . "accuracy") (:end . 53)\n (:start . 45) (:id . 48))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 58) (:start . 54)\n (:id . 49))\n ((:tag . "RB") (:stem . "slightly") (:form . "slightly") (:end . 67)\n (:start . 59) (:id . 50))\n ((:tag . "JJR") (:stem . "good") (:form . "better") (:end . 74) (:start . 68)\n (:id . 51))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 79) (:start . 75)\n (:id . 52))\n ((:tag . "NNP") (:stem . "SPARKS") (:form . "SPARKS") (:end . 86)\n (:start . 80) (:id . 53))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 88) (:start . 87)\n (:id . 54))\n ((:tag . "CD") (:stem . "9") (:form . "9") (:end . 89) (:start . 88)\n (:id . 55))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 90) (:start . 89)\n (:id . 56))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 94) (:start . 91)\n (:id . 57))\n ((:tag . "NNP") (:stem . "SSALN") (:form . "SSALN") (:end . 100)\n (:start . 95) (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 101) (:start . 100)\n (:id . 59))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 105) (:start . 102)\n (:id . 60))\n ((:tag . "RB") (:stem . "much") (:form . "much") (:end . 110) (:start . 106)\n (:id . 61))\n ((:tag . "JJR") (:stem . "good") (:form . "better") (:end . 117)\n (:start . 111) (:id . 62))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 122) (:start . 118)\n (:id . 63))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 126) (:start . 123)\n (:id . 64))\n ((:tag . "JJ") (:stem . "other") (:form . "other") (:end . 132)\n (:start . 127) (:id . 65))\n ((:tag . "JJ") (:stem . "comparative") (:form . "comparative") (:end . 144)\n (:start . 133) (:id . 66))\n ((:tag . "NNS") (:stem . "method") (:form . "methods") (:end . 152)\n (:start . 145) (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 153) (:start . 152)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s15.172) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504911@unknown@formal@none@1@S@Comparing S2A2 matrix with other methods for sequence alignment accuracies on the ProSup benchmark@(((:tag . "VBG") (:stem . "compare") (:form . "Comparing") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "NN") (:stem . "s2a2") (:form . "S2A2") (:end . 14) (:start . 10)\n (:id . 43))\n ((:tag . "NN") (:stem . "matrix") (:form . "matrix") (:end . 21)\n (:start . 15) (:id . 44))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 26) (:start . 22)\n (:id . 45))\n ((:tag . "JJ") (:stem . "other") (:form . "other") (:end . 32) (:start . 27)\n (:id . 46))\n ((:tag . "NNS") (:stem . "method") (:form . "methods") (:end . 40)\n (:start . 33) (:id . 47))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 44) (:start . 41)\n (:id . 48))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 53)\n (:start . 45) (:id . 49))\n ((:tag . "NN") (:stem . "alignment") (:form . "alignment") (:end . 63)\n (:start . 54) (:id . 50))\n ((:tag . "NNS") (:stem . "accuracy") (:form . "accuracies") (:end . 74)\n (:start . 64) (:id . 51))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 77) (:start . 75)\n (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 81) (:start . 78)\n (:id . 53))\n ((:tag . "NNP") (:stem . "ProSup") (:form . "ProSup") (:end . 88)\n (:start . 82) (:id . 54))\n ((:tag . "NN") (:stem . "benchmark") (:form . "benchmark") (:end . 98)\n (:start . 89) (:id . 55)))@@@1@14@((:identifiers (:sid . :s15.173) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|TableLegend|)))@oe@9-2-2011 5504912@unknown@formal@none@1@S@CASP8 structure prediction@(((:tag . "NN") (:stem . "casp8") (:form . "CASP8") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 15)\n (:start . 6) (:id . 43))\n ((:tag . "NN") (:stem . "prediction") (:form . "prediction") (:end . 26)\n (:start . 16) (:id . 44)))@@@1@3@((:identifiers (:sid . :s15.174) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504913@unknown@formal@none@1@S@Our previous server ((PS)2-CASP8) and other 70 servers participated in the CASP8 competition, involving 121 targets for tertiary structure prediction.@(((:tag . "PRP$") (:stem . "our") (:form . "Our") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "previous") (:form . "previous") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 19)\n (:start . 13) (:id . 44))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 21) (:start . 20)\n (:id . 45))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 22) (:start . 21)\n (:id . 46))\n ((:tag . "NN") (:stem . "PS)2-CASP8") (:form . "PS)2-CASP8") (:end . 32)\n (:start . 22) (:id . 47))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 33) (:start . 32)\n (:id . 48))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 37) (:start . 34)\n (:id . 49))\n ((:tag . "JJ") (:stem . "other") (:form . "other") (:end . 43) (:start . 38)\n (:id . 50))\n ((:tag . "CD") (:stem . "70") (:form . "70") (:end . 46) (:start . 44)\n (:id . 51))\n ((:tag . "NNS") (:stem . "server") (:form . "servers") (:end . 54)\n (:start . 47) (:id . 52))\n ((:tag . "VBD") (:stem . "participate") (:form . "participated") (:end . 67)\n (:start . 55) (:id . 53))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 70) (:start . 68)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 74) (:start . 71)\n (:id . 55))\n ((:tag . "NN") (:stem . "casp8") (:form . "CASP8") (:end . 80) (:start . 75)\n (:id . 56))\n ((:tag . "NN") (:stem . "competition") (:form . "competition") (:end . 92)\n (:start . 81) (:id . 57))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 93) (:start . 92)\n (:id . 58))\n ((:tag . "VBG") (:stem . "involve") (:form . "involving") (:end . 103)\n (:start . 94) (:id . 59))\n ((:tag . "CD") (:stem . "121") (:form . "121") (:end . 107) (:start . 104)\n (:id . 60))\n ((:tag . "NNS") (:stem . "target") (:form . "targets") (:end . 115)\n (:start . 108) (:id . 61))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 119) (:start . 116)\n (:id . 62))\n ((:tag . "JJ") (:stem . "tertiary") (:form . "tertiary") (:end . 128)\n (:start . 120) (:id . 63))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 138)\n (:start . 129) (:id . 64))\n ((:tag . "NN") (:stem . "prediction") (:form . "prediction") (:end . 149)\n (:start . 139) (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 150) (:start . 149)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s15.175) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504914@unknown@formal@none@1@S@These 121 targets are officially classified into 154 TBM domains (Table S1 in Additional file 3).@(((:tag . "DT") (:stem . "these") (:form . "These") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "CD") (:stem . "121") (:form . "121") (:end . 9) (:start . 6)\n (:id . 43))\n ((:tag . "NNS") (:stem . "target") (:form . "targets") (:end . 17)\n (:start . 10) (:id . 44))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 21) (:start . 18)\n (:id . 45))\n ((:tag . "RB") (:stem . "officially") (:form . "officially") (:end . 32)\n (:start . 22) (:id . 46))\n ((:tag . "VBN") (:stem . "classify") (:form . "classified") (:end . 43)\n (:start . 33) (:id . 47))\n ((:tag . "IN") (:stem . "into") (:form . "into") (:end . 48) (:start . 44)\n (:id . 48))\n ((:tag . "CD") (:stem . "154") (:form . "154") (:end . 52) (:start . 49)\n (:id . 49))\n ((:tag . "NNP") (:stem . "TBM") (:form . "TBM") (:end . 56) (:start . 53)\n (:id . 50))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 64)\n (:start . 57) (:id . 51))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 66) (:start . 65)\n (:id . 52))\n ((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 71) (:start . 66)\n (:id . 53))\n ((:tag . "NNP") (:stem . "S1") (:form . "S1") (:end . 74) (:start . 72)\n (:id . 54))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 77) (:start . 75)\n (:id . 55))\n ((:tag . "JJ") (:stem . "additional") (:form . "Additional") (:end . 88)\n (:start . 78) (:id . 56))\n ((:tag . "NN") (:stem . "file") (:form . "file") (:end . 93) (:start . 89)\n (:id . 57))\n ((:tag . "CD") (:stem . "3") (:form . "3") (:end . 95) (:start . 94)\n (:id . 58))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 96) (:start . 95)\n (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 97) (:start . 96)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s15.176) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504915@unknown@formal@none@1@S@The accuracies of these 71 servers were evaluated based on the GDT_TS [37] scores directly summarized from the CASP8 website http://predictioncenter.org/casp8/.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "accuracy") (:form . "accuracies") (:end . 14)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 17) (:start . 15)\n (:id . 44))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 23) (:start . 18)\n (:id . 45))\n ((:tag . "CD") (:stem . "71") (:form . "71") (:end . 26) (:start . 24)\n (:id . 46))\n ((:tag . "NNS") (:stem . "server") (:form . "servers") (:end . 34)\n (:start . 27) (:id . 47))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 39) (:start . 35)\n (:id . 48))\n ((:tag . "VBN") (:stem . "evaluate") (:form . "evaluated") (:end . 49)\n (:start . 40) (:id . 49))\n ((:tag . "VBN") (:stem . "base") (:form . "based") (:end . 55) (:start . 50)\n (:id . 50))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 58) (:start . 56)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 62) (:start . 59)\n (:id . 52))\n ((:tag . "NNP") (:stem . "GDT_TS") (:form . "GDT_TS") (:end . 69)\n (:start . 63) (:id . 53))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 71) (:start . 70)\n (:id . 54))\n ((:tag . "CD") (:stem . "37") (:form . "37") (:end . 73) (:start . 71)\n (:id . 55))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 74) (:start . 73)\n (:id . 56))\n ((:tag . "NNS") (:stem . "score") (:form . "scores") (:end . 81)\n (:start . 75) (:id . 57))\n ((:tag . "RB") (:stem . "directly") (:form . "directly") (:end . 90)\n (:start . 82) (:id . 58))\n ((:tag . "VBN") (:stem . "summarize") (:form . "summarized") (:end . 101)\n (:start . 91) (:id . 59))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 106) (:start . 102)\n (:id . 60))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 110) (:start . 107)\n (:id . 61))\n ((:tag . "NN") (:stem . "casp8") (:form . "CASP8") (:end . 116)\n (:start . 111) (:id . 62))\n ((:tag . "NN") (:stem . "website") (:form . "website") (:end . 124)\n (:start . 117) (:id . 63))\n ((:tag . "NN") (:stem . "http://predictioncenter.org/casp8/")\n (:form . "http://predictioncenter.org/casp8/") (:end . 159) (:start . 125)\n (:id . 64))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 160) (:start . 159)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s15.177) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504916@unknown@formal@none@1@S@(PS)2-v2, (PS)2-original and (PS)2-CASP8 servers were evaluated on these 154 TBM targets (Figure 4, Table 4 and Table S2 in Additional file 4).@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 8)\n (:start . 1) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 9) (:start . 8) (:id . 44))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 11) (:start . 10)\n (:id . 45))\n ((:tag . "NNP") (:stem . "PS)2-original") (:form . "PS)2-original")\n (:end . 24) (:start . 11) (:id . 46))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 28) (:start . 25)\n (:id . 47))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 30) (:start . 29)\n (:id . 48))\n ((:tag . "NN") (:stem . "PS)2-CASP8") (:form . "PS)2-CASP8") (:end . 40)\n (:start . 30) (:id . 49))\n ((:tag . "NNS") (:stem . "server") (:form . "servers") (:end . 48)\n (:start . 41) (:id . 50))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 53) (:start . 49)\n (:id . 51))\n ((:tag . "VBN") (:stem . "evaluate") (:form . "evaluated") (:end . 63)\n (:start . 54) (:id . 52))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 66) (:start . 64)\n (:id . 53))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 72) (:start . 67)\n (:id . 54))\n ((:tag . "CD") (:stem . "154") (:form . "154") (:end . 76) (:start . 73)\n (:id . 55))\n ((:tag . "NNP") (:stem . "TBM") (:form . "TBM") (:end . 80) (:start . 77)\n (:id . 56))\n ((:tag . "NNS") (:stem . "target") (:form . "targets") (:end . 88)\n (:start . 81) (:id . 57))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 90) (:start . 89)\n (:id . 58))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 96)\n (:start . 90) (:id . 59))\n ((:tag . "CD") (:stem . "4") (:form . "4") (:end . 98) (:start . 97)\n (:id . 60))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 99) (:start . 98)\n (:id . 61))\n ((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 105)\n (:start . 100) (:id . 62))\n ((:tag . "CD") (:stem . "4") (:form . "4") (:end . 107) (:start . 106)\n (:id . 63))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 111) (:start . 108)\n (:id . 64))\n ((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 117)\n (:start . 112) (:id . 65))\n ((:tag . "NNP") (:stem . "S2") (:form . "S2") (:end . 120) (:start . 118)\n (:id . 66))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 123) (:start . 121)\n (:id . 67))\n ((:tag . "JJ") (:stem . "additional") (:form . "Additional") (:end . 134)\n (:start . 124) (:id . 68))\n ((:tag . "NN") (:stem . "file") (:form . "file") (:end . 139) (:start . 135)\n (:id . 69))\n ((:tag . "CD") (:stem . "4") (:form . "4") (:end . 141) (:start . 140)\n (:id . 70))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 142) (:start . 141)\n (:id . 71))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 143) (:start . 142)\n (:id . 72)))@@@1@31@((:identifiers (:sid . :s15.178) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504917@unknown@formal@none@1@S@The sum of GDT_TS scores were 10331.4 ((PS)2-v2), 9954.4 ((PS)2-CASP8) and 9447.5 ((PS)2-original), respectively.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "sum") (:form . "sum") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 10) (:start . 8)\n (:id . 44))\n ((:tag . "NNP") (:stem . "GDT_TS") (:form . "GDT_TS") (:end . 17)\n (:start . 11) (:id . 45))\n ((:tag . "NNS") (:stem . "score") (:form . "scores") (:end . 24)\n (:start . 18) (:id . 46))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 29) (:start . 25)\n (:id . 47))\n ((:tag . "CD") (:stem . "10331.4") (:form . "10331.4") (:end . 37)\n (:start . 30) (:id . 48))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 39) (:start . 38)\n (:id . 49))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 40) (:start . 39)\n (:id . 50))\n ((:tag . "NNP") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 47)\n (:start . 40) (:id . 51))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 48) (:start . 47)\n (:id . 52))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 49) (:start . 48)\n (:id . 53))\n ((:tag . "CD") (:stem . "9954.4") (:form . "9954.4") (:end . 56)\n (:start . 50) (:id . 54))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 58) (:start . 57)\n (:id . 55))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 59) (:start . 58)\n (:id . 56))\n ((:tag . "NN") (:stem . "PS)2-CASP8") (:form . "PS)2-CASP8") (:end . 69)\n (:start . 59) (:id . 57))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 70) (:start . 69)\n (:id . 58))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 74) (:start . 71)\n (:id . 59))\n ((:tag . "CD") (:stem . "9447.5") (:form . "9447.5") (:end . 81)\n (:start . 75) (:id . 60))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 83) (:start . 82)\n (:id . 61))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 84) (:start . 83)\n (:id . 62))\n ((:tag . "NNP") (:stem . "PS)2-original") (:form . "PS)2-original")\n (:end . 97) (:start . 84) (:id . 63))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 98) (:start . 97)\n (:id . 64))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 99) (:start . 98)\n (:id . 65))\n ((:tag . "RB") (:stem . "respectively") (:form . "respectively") (:end . 112)\n (:start . 100) (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 113) (:start . 112)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s15.179) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504918@unknown@formal@none@1@S@(PS)2-v2 yielded 99 and 34 higher GDT_TS scores than (PS)2-original and (PS)2-CASP8, respectively, among 154 targets.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 8)\n (:start . 1) (:id . 43))\n ((:tag . "VBD") (:stem . "yield") (:form . "yielded") (:end . 16)\n (:start . 9) (:id . 44))\n ((:tag . "CD") (:stem . "99") (:form . "99") (:end . 19) (:start . 17)\n (:id . 45))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 23) (:start . 20)\n (:id . 46))\n ((:tag . "CD") (:stem . "34") (:form . "34") (:end . 26) (:start . 24)\n (:id . 47))\n ((:tag . "JJR") (:stem . "high") (:form . "higher") (:end . 33) (:start . 27)\n (:id . 48))\n ((:tag . "NN") (:stem . "gdt_ts") (:form . "GDT_TS") (:end . 40)\n (:start . 34) (:id . 49))\n ((:tag . "NNS") (:stem . "score") (:form . "scores") (:end . 47)\n (:start . 41) (:id . 50))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 52) (:start . 48)\n (:id . 51))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 54) (:start . 53)\n (:id . 52))\n ((:tag . "NNP") (:stem . "PS)2-original") (:form . "PS)2-original")\n (:end . 67) (:start . 54) (:id . 53))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 71) (:start . 68)\n (:id . 54))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 73) (:start . 72)\n (:id . 55))\n ((:tag . "NNP") (:stem . "PS)2-CASP8") (:form . "PS)2-CASP8") (:end . 83)\n (:start . 73) (:id . 56))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 84) (:start . 83)\n (:id . 57))\n ((:tag . "RB") (:stem . "respectively") (:form . "respectively") (:end . 97)\n (:start . 85) (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 98) (:start . 97)\n (:id . 59))\n ((:tag . "IN") (:stem . "among") (:form . "among") (:end . 104) (:start . 99)\n (:id . 60))\n ((:tag . "CD") (:stem . "154") (:form . "154") (:end . 108) (:start . 105)\n (:id . 61))\n ((:tag . "NNS") (:stem . "target") (:form . "targets") (:end . 116)\n (:start . 109) (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 117) (:start . 116)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s15.180) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504919@unknown@formal@none@1@S@When the sequence identity between the target and template was more than 30%, these three servers achieved similar GDT_TS scores.@(((:tag . "WRB") (:stem . "when") (:form . "When") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 8) (:start . 5)\n (:id . 43))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 17)\n (:start . 9) (:id . 44))\n ((:tag . "NN") (:stem . "identity") (:form . "identity") (:end . 26)\n (:start . 18) (:id . 45))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 34)\n (:start . 27) (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 38) (:start . 35)\n (:id . 47))\n ((:tag . "NN") (:stem . "target") (:form . "target") (:end . 45)\n (:start . 39) (:id . 48))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 49) (:start . 46)\n (:id . 49))\n ((:tag . "NN") (:stem . "template") (:form . "template") (:end . 58)\n (:start . 50) (:id . 50))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 62) (:start . 59)\n (:id . 51))\n ((:tag . "JJR") (:stem . "more") (:form . "more") (:end . 67) (:start . 63)\n (:id . 52))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 72) (:start . 68)\n (:id . 53))\n ((:tag . "CD") (:stem . "30") (:form . "30") (:end . 75) (:start . 73)\n (:id . 54))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 76) (:start . 75)\n (:id . 55))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 77) (:start . 76)\n (:id . 56))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 83) (:start . 78)\n (:id . 57))\n ((:tag . "CD") (:stem . "three") (:form . "three") (:end . 89) (:start . 84)\n (:id . 58))\n ((:tag . "NNS") (:stem . "server") (:form . "servers") (:end . 97)\n (:start . 90) (:id . 59))\n ((:tag . "VBD") (:stem . "achieve") (:form . "achieved") (:end . 106)\n (:start . 98) (:id . 60))\n ((:tag . "JJ") (:stem . "similar") (:form . "similar") (:end . 114)\n (:start . 107) (:id . 61))\n ((:tag . "NN") (:stem . "gdt_ts") (:form . "GDT_TS") (:end . 121)\n (:start . 115) (:id . 62))\n ((:tag . "NNS") (:stem . "score") (:form . "scores") (:end . 128)\n (:start . 122) (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 129) (:start . 128)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s15.181) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504920@unknown@formal@none@1@S@However, if the sequence identity was less than 20%, the (PS)2-v2 server was significantly better than (PS)2-original server (p-value is 4.0E-7) and (PS)2-CASP8 (p-value is 6.6E-4) using the paired Student's t-test (Table 4).@(((:tag . "RB") (:stem . "however") (:form . "However") (:end . 7)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 8) (:start . 7) (:id . 43))\n ((:tag . "IN") (:stem . "if") (:form . "if") (:end . 11) (:start . 9)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 15) (:start . 12)\n (:id . 45))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 24)\n (:start . 16) (:id . 46))\n ((:tag . "NN") (:stem . "identity") (:form . "identity") (:end . 33)\n (:start . 25) (:id . 47))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 37) (:start . 34)\n (:id . 48))\n ((:tag . "JJR") (:stem . "less") (:form . "less") (:end . 42) (:start . 38)\n (:id . 49))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 47) (:start . 43)\n (:id . 50))\n ((:tag . "CD") (:stem . "20") (:form . "20") (:end . 50) (:start . 48)\n (:id . 51))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 51) (:start . 50)\n (:id . 52))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 52) (:start . 51)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 56) (:start . 53)\n (:id . 54))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 58) (:start . 57)\n (:id . 55))\n ((:tag . "NN") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 65)\n (:start . 58) (:id . 56))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 72)\n (:start . 66) (:id . 57))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 76) (:start . 73)\n (:id . 58))\n ((:tag . "RB") (:stem . "significantly") (:form . "significantly")\n (:end . 90) (:start . 77) (:id . 59))\n ((:tag . "JJR") (:stem . "good") (:form . "better") (:end . 97) (:start . 91)\n (:id . 60))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 102) (:start . 98)\n (:id . 61))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 104) (:start . 103)\n (:id . 62))\n ((:tag . "NNP") (:stem . "PS)2-original") (:form . "PS)2-original")\n (:end . 117) (:start . 104) (:id . 63))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 124)\n (:start . 118) (:id . 64))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 126) (:start . 125)\n (:id . 65))\n ((:tag . "NN") (:stem . "p-value") (:form . "p-value") (:end . 133)\n (:start . 126) (:id . 66))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 136) (:start . 134)\n (:id . 67))\n ((:tag . "NN") (:stem . "4.0e-7") (:form . "4.0E-7") (:end . 143)\n (:start . 137) (:id . 68))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 144) (:start . 143)\n (:id . 69))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 148) (:start . 145)\n (:id . 70))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 150) (:start . 149)\n (:id . 71))\n ((:tag . "NNP") (:stem . "PS)2-CASP8") (:form . "PS)2-CASP8") (:end . 160)\n (:start . 150) (:id . 72))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 162) (:start . 161)\n (:id . 73))\n ((:tag . "NN") (:stem . "p-value") (:form . "p-value") (:end . 169)\n (:start . 162) (:id . 74))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 172) (:start . 170)\n (:id . 75))\n ((:tag . "NN") (:stem . "6.6e-4") (:form . "6.6E-4") (:end . 179)\n (:start . 173) (:id . 76))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 180) (:start . 179)\n (:id . 77))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 186) (:start . 181)\n (:id . 78))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 190) (:start . 187)\n (:id . 79))\n ((:tag . "JJ") (:stem . "paired") (:form . "paired") (:end . 197)\n (:start . 191) (:id . 80))\n ((:tag . "NNP") (:stem . "Student") (:form . "Student") (:end . 205)\n (:start . 198) (:id . 81))\n ((:tag . "POS") (:stem . "'s") (:form . "'s") (:end . 207) (:start . 205)\n (:id . 82))\n ((:tag . "NN") (:stem . "t-test") (:form . "t-test") (:end . 214)\n (:start . 208) (:id . 83))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 216) (:start . 215)\n (:id . 84))\n ((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 221)\n (:start . 216) (:id . 85))\n ((:tag . "CD") (:stem . "4") (:form . "4") (:end . 223) (:start . 222)\n (:id . 86))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 224) (:start . 223)\n (:id . 87))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 225) (:start . 224)\n (:id . 88)))@@@1@47@((:identifiers (:sid . :s15.182) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504921@unknown@formal@none@1@S@For each target in CASP8, Table S2 (in Additional file 4) shows the GDT_TS score improvement with contributing components (i.e. multiple templates, multiple models, and template search method) between the (PS)2-v2 and our previous servers.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "target") (:form . "target") (:end . 15) (:start . 9)\n (:id . 44))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 18) (:start . 16)\n (:id . 45))\n ((:tag . "NN") (:stem . "casp8") (:form . "CASP8") (:end . 24) (:start . 19)\n (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 25) (:start . 24)\n (:id . 47))\n ((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 31) (:start . 26)\n (:id . 48))\n ((:tag . "NNP") (:stem . "S2") (:form . "S2") (:end . 34) (:start . 32)\n (:id . 49))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 36) (:start . 35)\n (:id . 50))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 38) (:start . 36)\n (:id . 51))\n ((:tag . "JJ") (:stem . "additional") (:form . "Additional") (:end . 49)\n (:start . 39) (:id . 52))\n ((:tag . "NN") (:stem . "file") (:form . "file") (:end . 54) (:start . 50)\n (:id . 53))\n ((:tag . "CD") (:stem . "4") (:form . "4") (:end . 56) (:start . 55)\n (:id . 54))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 57) (:start . 56)\n (:id . 55))\n ((:tag . "VBZ") (:stem . "show") (:form . "shows") (:end . 63) (:start . 58)\n (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 67) (:start . 64)\n (:id . 57))\n ((:tag . "NNP") (:stem . "GDT_TS") (:form . "GDT_TS") (:end . 74)\n (:start . 68) (:id . 58))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 80) (:start . 75)\n (:id . 59))\n ((:tag . "NN") (:stem . "improvement") (:form . "improvement") (:end . 92)\n (:start . 81) (:id . 60))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 97) (:start . 93)\n (:id . 61))\n ((:tag . "VBG") (:stem . "contribute") (:form . "contributing") (:end . 110)\n (:start . 98) (:id . 62))\n ((:tag . "NNS") (:stem . "component") (:form . "components") (:end . 121)\n (:start . 111) (:id . 63))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 123) (:start . 122)\n (:id . 64))\n ((:tag . "FW") (:stem . "i.e.") (:form . "i.e.") (:end . 127) (:start . 123)\n (:id . 65))\n ((:tag . "JJ") (:stem . "multiple") (:form . "multiple") (:end . 136)\n (:start . 128) (:id . 66))\n ((:tag . "NNS") (:stem . "template") (:form . "templates") (:end . 146)\n (:start . 137) (:id . 67))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 147) (:start . 146)\n (:id . 68))\n ((:tag . "JJ") (:stem . "multiple") (:form . "multiple") (:end . 156)\n (:start . 148) (:id . 69))\n ((:tag . "NNS") (:stem . "model") (:form . "models") (:end . 163)\n (:start . 157) (:id . 70))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 164) (:start . 163)\n (:id . 71))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 168) (:start . 165)\n (:id . 72))\n ((:tag . "NN") (:stem . "template") (:form . "template") (:end . 177)\n (:start . 169) (:id . 73))\n ((:tag . "NN") (:stem . "search") (:form . "search") (:end . 184)\n (:start . 178) (:id . 74))\n ((:tag . "NN") (:stem . "method") (:form . "method") (:end . 191)\n (:start . 185) (:id . 75))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 192) (:start . 191)\n (:id . 76))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 200)\n (:start . 193) (:id . 77))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 204) (:start . 201)\n (:id . 78))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 206) (:start . 205)\n (:id . 79))\n ((:tag . "NNP") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 213)\n (:start . 206) (:id . 80))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 217) (:start . 214)\n (:id . 81))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 221) (:start . 218)\n (:id . 82))\n ((:tag . "JJ") (:stem . "previous") (:form . "previous") (:end . 230)\n (:start . 222) (:id . 83))\n ((:tag . "NNS") (:stem . "server") (:form . "servers") (:end . 238)\n (:start . 231) (:id . 84))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 239) (:start . 238)\n (:id . 85)))@@@1@44@((:identifiers (:sid . :s15.183) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504922@unknown@formal@none@1@S@Comparison the (PS)2-v2 server with (A) (PS)2-original and (B) (PS)2-CASP8 servers on the 154 TBM targets in CASP8.@(((:tag . "NN") (:stem . "comparison") (:form . "Comparison") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 14) (:start . 11)\n (:id . 43))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 16) (:start . 15)\n (:id . 44))\n ((:tag . "JJ") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 23)\n (:start . 16) (:id . 45))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 30)\n (:start . 24) (:id . 46))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 35) (:start . 31)\n (:id . 47))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 37) (:start . 36)\n (:id . 48))\n ((:tag . "NNP") (:stem . "A") (:form . "A") (:end . 38) (:start . 37)\n (:id . 49))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 39) (:start . 38)\n (:id . 50))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 41) (:start . 40)\n (:id . 51))\n ((:tag . "NNP") (:stem . "PS)2-original") (:form . "PS)2-original")\n (:end . 54) (:start . 41) (:id . 52))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 58) (:start . 55)\n (:id . 53))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 60) (:start . 59)\n (:id . 54))\n ((:tag . "NNP") (:stem . "B") (:form . "B") (:end . 61) (:start . 60)\n (:id . 55))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 62) (:start . 61)\n (:id . 56))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 64) (:start . 63)\n (:id . 57))\n ((:tag . "NNP") (:stem . "PS)2-CASP8") (:form . "PS)2-CASP8") (:end . 74)\n (:start . 64) (:id . 58))\n ((:tag . "NNS") (:stem . "server") (:form . "servers") (:end . 82)\n (:start . 75) (:id . 59))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 85) (:start . 83)\n (:id . 60))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 89) (:start . 86)\n (:id . 61))\n ((:tag . "CD") (:stem . "154") (:form . "154") (:end . 93) (:start . 90)\n (:id . 62))\n ((:tag . "NNP") (:stem . "TBM") (:form . "TBM") (:end . 97) (:start . 94)\n (:id . 63))\n ((:tag . "NNS") (:stem . "target") (:form . "targets") (:end . 105)\n (:start . 98) (:id . 64))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 108) (:start . 106)\n (:id . 65))\n ((:tag . "NN") (:stem . "casp8") (:form . "CASP8") (:end . 114)\n (:start . 109) (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 115) (:start . 114)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s15.184) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504923@unknown@formal@none@1@S@(PS)2-v2 yields 99 and 34 higher GDT_TS scores than (PS)2-original and (PS)2-CASP8, respectively, among these 154 targets.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "JJ") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 8)\n (:start . 1) (:id . 43))\n ((:tag . "NNS") (:stem . "yield") (:form . "yields") (:end . 15) (:start . 9)\n (:id . 44))\n ((:tag . "CD") (:stem . "99") (:form . "99") (:end . 18) (:start . 16)\n (:id . 45))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 22) (:start . 19)\n (:id . 46))\n ((:tag . "CD") (:stem . "34") (:form . "34") (:end . 25) (:start . 23)\n (:id . 47))\n ((:tag . "JJR") (:stem . "high") (:form . "higher") (:end . 32) (:start . 26)\n (:id . 48))\n ((:tag . "NN") (:stem . "gdt_ts") (:form . "GDT_TS") (:end . 39)\n (:start . 33) (:id . 49))\n ((:tag . "NNS") (:stem . "score") (:form . "scores") (:end . 46)\n (:start . 40) (:id . 50))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 51) (:start . 47)\n (:id . 51))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 53) (:start . 52)\n (:id . 52))\n ((:tag . "NNP") (:stem . "PS)2-original") (:form . "PS)2-original")\n (:end . 66) (:start . 53) (:id . 53))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 70) (:start . 67)\n (:id . 54))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 72) (:start . 71)\n (:id . 55))\n ((:tag . "NNP") (:stem . "PS)2-CASP8") (:form . "PS)2-CASP8") (:end . 82)\n (:start . 72) (:id . 56))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 83) (:start . 82)\n (:id . 57))\n ((:tag . "RB") (:stem . "respectively") (:form . "respectively") (:end . 96)\n (:start . 84) (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 97) (:start . 96)\n (:id . 59))\n ((:tag . "IN") (:stem . "among") (:form . "among") (:end . 103) (:start . 98)\n (:id . 60))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 109)\n (:start . 104) (:id . 61))\n ((:tag . "CD") (:stem . "154") (:form . "154") (:end . 113) (:start . 110)\n (:id . 62))\n ((:tag . "NNS") (:stem . "target") (:form . "targets") (:end . 121)\n (:start . 114) (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 122) (:start . 121)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s15.185) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504924@unknown@formal@none@1@S@These three servers have the similar GDT_TS scores when the sequence identity (SI) between the target and template is more than 30% (blue +).@(((:tag . "DT") (:stem . "these") (:form . "These") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "CD") (:stem . "three") (:form . "three") (:end . 11) (:start . 6)\n (:id . 43))\n ((:tag . "NNS") (:stem . "server") (:form . "servers") (:end . 19)\n (:start . 12) (:id . 44))\n ((:tag . "VBP") (:stem . "have") (:form . "have") (:end . 24) (:start . 20)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 28) (:start . 25)\n (:id . 46))\n ((:tag . "JJ") (:stem . "similar") (:form . "similar") (:end . 36)\n (:start . 29) (:id . 47))\n ((:tag . "NNP") (:stem . "GDT_TS") (:form . "GDT_TS") (:end . 43)\n (:start . 37) (:id . 48))\n ((:tag . "NNS") (:stem . "score") (:form . "scores") (:end . 50)\n (:start . 44) (:id . 49))\n ((:tag . "WRB") (:stem . "when") (:form . "when") (:end . 55) (:start . 51)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 59) (:start . 56)\n (:id . 51))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 68)\n (:start . 60) (:id . 52))\n ((:tag . "NN") (:stem . "identity") (:form . "identity") (:end . 77)\n (:start . 69) (:id . 53))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 79) (:start . 78)\n (:id . 54))\n ((:tag . "NNP") (:stem . "SI") (:form . "SI") (:end . 81) (:start . 79)\n (:id . 55))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 82) (:start . 81)\n (:id . 56))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 90)\n (:start . 83) (:id . 57))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 94) (:start . 91)\n (:id . 58))\n ((:tag . "NN") (:stem . "target") (:form . "target") (:end . 101)\n (:start . 95) (:id . 59))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 105) (:start . 102)\n (:id . 60))\n ((:tag . "NN") (:stem . "template") (:form . "template") (:end . 114)\n (:start . 106) (:id . 61))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 117) (:start . 115)\n (:id . 62))\n ((:tag . "JJR") (:stem . "more") (:form . "more") (:end . 122) (:start . 118)\n (:id . 63))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 127) (:start . 123)\n (:id . 64))\n ((:tag . "CD") (:stem . "30") (:form . "30") (:end . 130) (:start . 128)\n (:id . 65))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 131) (:start . 130)\n (:id . 66))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 133) (:start . 132)\n (:id . 67))\n ((:tag . "JJ") (:stem . "blue") (:form . "blue") (:end . 137) (:start . 133)\n (:id . 68))\n ((:tag . "SYM") (:stem . "+") (:form . "+") (:end . 139) (:start . 138)\n (:id . 69))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 140) (:start . 139)\n (:id . 70))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 141) (:start . 140)\n (:id . 71)))@@@1@30@((:identifiers (:sid . :s15.186) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504925@unknown@formal@none@1@S@(PS)2-v2 outperforms our previous servers when SI is less than 20% (green ×).@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 8)\n (:start . 1) (:id . 43))\n ((:tag . "VBZ") (:stem . "outperform") (:form . "outperforms") (:end . 20)\n (:start . 9) (:id . 44))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 24) (:start . 21)\n (:id . 45))\n ((:tag . "JJ") (:stem . "previous") (:form . "previous") (:end . 33)\n (:start . 25) (:id . 46))\n ((:tag . "NNS") (:stem . "server") (:form . "servers") (:end . 41)\n (:start . 34) (:id . 47))\n ((:tag . "WRB") (:stem . "when") (:form . "when") (:end . 46) (:start . 42)\n (:id . 48))\n ((:tag . "NNP") (:stem . "SI") (:form . "SI") (:end . 49) (:start . 47)\n (:id . 49))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 52) (:start . 50)\n (:id . 50))\n ((:tag . "JJR") (:stem . "less") (:form . "less") (:end . 57) (:start . 53)\n (:id . 51))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 62) (:start . 58)\n (:id . 52))\n ((:tag . "CD") (:stem . "20") (:form . "20") (:end . 65) (:start . 63)\n (:id . 53))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 66) (:start . 65)\n (:id . 54))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 68) (:start . 67)\n (:id . 55))\n ((:tag . "JJ") (:stem . "green") (:form . "green") (:end . 73) (:start . 68)\n (:id . 56))\n ((:tag . "NN") (:stem . "×") (:form . "×") (:end . 75) (:start . 74)\n (:id . 57))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 76) (:start . 75)\n (:id . 58))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 77) (:start . 76)\n (:id . 59)))@@@1@18@((:identifiers (:sid . :s15.187) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504926@unknown@formal@none@1@S@Comparison the (PS)2-v2 server with (PS)2-original and (PS)2-CASP8 servers on the 154 TBM targets in CASP8 based on GDT_TS scores@(((:tag . "NN") (:stem . "comparison") (:form . "Comparison") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 14) (:start . 11)\n (:id . 43))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 16) (:start . 15)\n (:id . 44))\n ((:tag . "JJ") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 23)\n (:start . 16) (:id . 45))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 30)\n (:start . 24) (:id . 46))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 35) (:start . 31)\n (:id . 47))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 37) (:start . 36)\n (:id . 48))\n ((:tag . "NNP") (:stem . "PS)2-original") (:form . "PS)2-original")\n (:end . 50) (:start . 37) (:id . 49))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 54) (:start . 51)\n (:id . 50))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 56) (:start . 55)\n (:id . 51))\n ((:tag . "NN") (:stem . "PS)2-CASP8") (:form . "PS)2-CASP8") (:end . 66)\n (:start . 56) (:id . 52))\n ((:tag . "NNS") (:stem . "server") (:form . "servers") (:end . 74)\n (:start . 67) (:id . 53))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 77) (:start . 75)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 81) (:start . 78)\n (:id . 55))\n ((:tag . "CD") (:stem . "154") (:form . "154") (:end . 85) (:start . 82)\n (:id . 56))\n ((:tag . "NNP") (:stem . "TBM") (:form . "TBM") (:end . 89) (:start . 86)\n (:id . 57))\n ((:tag . "NNS") (:stem . "target") (:form . "targets") (:end . 97)\n (:start . 90) (:id . 58))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 100) (:start . 98)\n (:id . 59))\n ((:tag . "NN") (:stem . "casp8") (:form . "CASP8") (:end . 106)\n (:start . 101) (:id . 60))\n ((:tag . "VBN") (:stem . "base") (:form . "based") (:end . 112)\n (:start . 107) (:id . 61))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 115) (:start . 113)\n (:id . 62))\n ((:tag . "NNP") (:stem . "GDT_TS") (:form . "GDT_TS") (:end . 122)\n (:start . 116) (:id . 63))\n ((:tag . "NNS") (:stem . "score") (:form . "scores") (:end . 129)\n (:start . 123) (:id . 64)))@@@1@23@((:identifiers (:sid . :s15.188) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|TableLegend|)))@oe@9-2-2011 5504927@unknown@formal@none@1@S@These 154 TBM targets were also used to evaluate the automatic servers participating in CASP8.@(((:tag . "DT") (:stem . "these") (:form . "These") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "CD") (:stem . "154") (:form . "154") (:end . 9) (:start . 6)\n (:id . 43))\n ((:tag . "NNP") (:stem . "TBM") (:form . "TBM") (:end . 13) (:start . 10)\n (:id . 44))\n ((:tag . "NNS") (:stem . "target") (:form . "targets") (:end . 21)\n (:start . 14) (:id . 45))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 26) (:start . 22)\n (:id . 46))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 31) (:start . 27)\n (:id . 47))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 36) (:start . 32)\n (:id . 48))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 39) (:start . 37)\n (:id . 49))\n ((:tag . "VB") (:stem . "evaluate") (:form . "evaluate") (:end . 48)\n (:start . 40) (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 52) (:start . 49)\n (:id . 51))\n ((:tag . "JJ") (:stem . "automatic") (:form . "automatic") (:end . 62)\n (:start . 53) (:id . 52))\n ((:tag . "NNS") (:stem . "server") (:form . "servers") (:end . 70)\n (:start . 63) (:id . 53))\n ((:tag . "VBG") (:stem . "participate") (:form . "participating") (:end . 84)\n (:start . 71) (:id . 54))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 87) (:start . 85)\n (:id . 55))\n ((:tag . "NN") (:stem . "casp8") (:form . "CASP8") (:end . 93) (:start . 88)\n (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 94) (:start . 93)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s15.189) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504928@unknown@formal@none@1@S@For the templates selection, the accuracy of identifying the best template of the target protein was used to evaluate the performance of these servers (Figure S2 in Additional file 5).@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "NNS") (:stem . "template") (:form . "templates") (:end . 17)\n (:start . 8) (:id . 44))\n ((:tag . "NN") (:stem . "selection") (:form . "selection") (:end . 27)\n (:start . 18) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 28) (:start . 27)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 32) (:start . 29)\n (:id . 47))\n ((:tag . "NN") (:stem . "accuracy") (:form . "accuracy") (:end . 41)\n (:start . 33) (:id . 48))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 44) (:start . 42)\n (:id . 49))\n ((:tag . "VBG") (:stem . "identify") (:form . "identifying") (:end . 56)\n (:start . 45) (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 60) (:start . 57)\n (:id . 51))\n ((:tag . "JJS") (:stem . "good") (:form . "best") (:end . 65) (:start . 61)\n (:id . 52))\n ((:tag . "NN") (:stem . "template") (:form . "template") (:end . 74)\n (:start . 66) (:id . 53))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 77) (:start . 75)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 81) (:start . 78)\n (:id . 55))\n ((:tag . "NN") (:stem . "target") (:form . "target") (:end . 88)\n (:start . 82) (:id . 56))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 96)\n (:start . 89) (:id . 57))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 100) (:start . 97)\n (:id . 58))\n ((:tag . "VBN") (:stem . "use") (:form . "used") (:end . 105) (:start . 101)\n (:id . 59))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 108) (:start . 106)\n (:id . 60))\n ((:tag . "VB") (:stem . "evaluate") (:form . "evaluate") (:end . 117)\n (:start . 109) (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 121) (:start . 118)\n (:id . 62))\n ((:tag . "NN") (:stem . "performance") (:form . "performance") (:end . 133)\n (:start . 122) (:id . 63))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 136) (:start . 134)\n (:id . 64))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 142)\n (:start . 137) (:id . 65))\n ((:tag . "NNS") (:stem . "server") (:form . "servers") (:end . 150)\n (:start . 143) (:id . 66))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 152) (:start . 151)\n (:id . 67))\n ((:tag . "NN") (:stem . "figure") (:form . "Figure") (:end . 158)\n (:start . 152) (:id . 68))\n ((:tag . "NN") (:stem . "s2") (:form . "S2") (:end . 161) (:start . 159)\n (:id . 69))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 164) (:start . 162)\n (:id . 70))\n ((:tag . "JJ") (:stem . "additional") (:form . "Additional") (:end . 175)\n (:start . 165) (:id . 71))\n ((:tag . "NN") (:stem . "file") (:form . "file") (:end . 180) (:start . 176)\n (:id . 72))\n ((:tag . "CD") (:stem . "5") (:form . "5") (:end . 182) (:start . 181)\n (:id . 73))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 183) (:start . 182)\n (:id . 74))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 184) (:start . 183)\n (:id . 75)))@@@1@34@((:identifiers (:sid . :s15.190) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504929@unknown@formal@none@1@S@The accuracies of the (PS)2-v2 server were 54.1% and 75.0% for identifying the Top 1 templates and Top 10 templates, respectively.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "accuracy") (:form . "accuracies") (:end . 14)\n (:start . 4) (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 17) (:start . 15)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 21) (:start . 18)\n (:id . 45))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 23) (:start . 22)\n (:id . 46))\n ((:tag . "NN") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 30)\n (:start . 23) (:id . 47))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 37)\n (:start . 31) (:id . 48))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 42) (:start . 38)\n (:id . 49))\n ((:tag . "CD") (:stem . "54.1") (:form . "54.1") (:end . 47) (:start . 43)\n (:id . 50))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 48) (:start . 47)\n (:id . 51))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 52) (:start . 49)\n (:id . 52))\n ((:tag . "CD") (:stem . "75.0") (:form . "75.0") (:end . 57) (:start . 53)\n (:id . 53))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 58) (:start . 57)\n (:id . 54))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 62) (:start . 59)\n (:id . 55))\n ((:tag . "VBG") (:stem . "identify") (:form . "identifying") (:end . 74)\n (:start . 63) (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 78) (:start . 75)\n (:id . 57))\n ((:tag . "NNP") (:stem . "Top") (:form . "Top") (:end . 82) (:start . 79)\n (:id . 58))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 84) (:start . 83)\n (:id . 59))\n ((:tag . "NNS") (:stem . "template") (:form . "templates") (:end . 94)\n (:start . 85) (:id . 60))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 98) (:start . 95)\n (:id . 61))\n ((:tag . "NNP") (:stem . "Top") (:form . "Top") (:end . 102) (:start . 99)\n (:id . 62))\n ((:tag . "CD") (:stem . "10") (:form . "10") (:end . 105) (:start . 103)\n (:id . 63))\n ((:tag . "NNS") (:stem . "template") (:form . "templates") (:end . 115)\n (:start . 106) (:id . 64))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 116) (:start . 115)\n (:id . 65))\n ((:tag . "RB") (:stem . "respectively") (:form . "respectively") (:end . 129)\n (:start . 117) (:id . 66))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 130) (:start . 129)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s15.191) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504930@unknown@formal@none@1@S@In addition, (PS)2-v2 was the rank 6th among these 72 severs based on GDT_TS scores (Table 5).@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "addition") (:form . "addition") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 44))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 14) (:start . 13)\n (:id . 45))\n ((:tag . "NNP") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 21)\n (:start . 14) (:id . 46))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 25) (:start . 22)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 29) (:start . 26)\n (:id . 48))\n ((:tag . "NN") (:stem . "rank") (:form . "rank") (:end . 34) (:start . 30)\n (:id . 49))\n ((:tag . "NN") (:stem . "6th") (:form . "6th") (:end . 38) (:start . 35)\n (:id . 50))\n ((:tag . "IN") (:stem . "among") (:form . "among") (:end . 44) (:start . 39)\n (:id . 51))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 50) (:start . 45)\n (:id . 52))\n ((:tag . "CD") (:stem . "72") (:form . "72") (:end . 53) (:start . 51)\n (:id . 53))\n ((:tag . "NNS") (:stem . "sever") (:form . "severs") (:end . 60)\n (:start . 54) (:id . 54))\n ((:tag . "VBN") (:stem . "base") (:form . "based") (:end . 66) (:start . 61)\n (:id . 55))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 69) (:start . 67)\n (:id . 56))\n ((:tag . "NNP") (:stem . "GDT_TS") (:form . "GDT_TS") (:end . 76)\n (:start . 70) (:id . 57))\n ((:tag . "NNS") (:stem . "score") (:form . "scores") (:end . 83)\n (:start . 77) (:id . 58))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 85) (:start . 84)\n (:id . 59))\n ((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 90) (:start . 85)\n (:id . 60))\n ((:tag . "CD") (:stem . "5") (:form . "5") (:end . 92) (:start . 91)\n (:id . 61))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 93) (:start . 92)\n (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 94) (:start . 93)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s15.192) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504931@unknown@formal@none@1@S@This server is often able to yield reliable predicted structures (i.e. GDT_TS score = 60%) if the E-value is less than 10-2 (Figure S3 in Additional file 6).@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 11) (:start . 5)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 14) (:start . 12)\n (:id . 44))\n ((:tag . "RB") (:stem . "often") (:form . 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"(") (:stem . "(") (:form . "(") (:end . 125) (:start . 124)\n (:id . 67))\n ((:tag . "NN") (:stem . "figure") (:form . "Figure") (:end . 131)\n (:start . 125) (:id . 68))\n ((:tag . "NN") (:stem . "s3") (:form . "S3") (:end . 134) (:start . 132)\n (:id . 69))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 137) (:start . 135)\n (:id . 70))\n ((:tag . "JJ") (:stem . "additional") (:form . "Additional") (:end . 148)\n (:start . 138) (:id . 71))\n ((:tag . "NN") (:stem . "file") (:form . "file") (:end . 153) (:start . 149)\n (:id . 72))\n ((:tag . "CD") (:stem . "6") (:form . "6") (:end . 155) (:start . 154)\n (:id . 73))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 156) (:start . 155)\n (:id . 74))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 157) (:start . 156)\n (:id . 75)))@@@1@34@((:identifiers (:sid . :s15.193) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504932@unknown@formal@none@1@S@Comparing (PS)2-v2 with 71 automatic servers on 154 targets in CASP8@(((:tag . "NN") (:stem . "comparing") (:form . "Comparing") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 11) (:start . 10)\n (:id . 43))\n ((:tag . "NN") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 18)\n (:start . 11) (:id . 44))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 23) (:start . 19)\n (:id . 45))\n ((:tag . "CD") (:stem . "71") (:form . "71") (:end . 26) (:start . 24)\n (:id . 46))\n ((:tag . "JJ") (:stem . "automatic") (:form . "automatic") (:end . 36)\n (:start . 27) (:id . 47))\n ((:tag . "NNS") (:stem . "server") (:form . "servers") (:end . 44)\n (:start . 37) (:id . 48))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 47) (:start . 45)\n (:id . 49))\n ((:tag . "CD") (:stem . "154") (:form . "154") (:end . 51) (:start . 48)\n (:id . 50))\n ((:tag . "NNS") (:stem . "target") (:form . "targets") (:end . 59)\n (:start . 52) (:id . 51))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 62) (:start . 60)\n (:id . 52))\n ((:tag . "NN") (:stem . "casp8") (:form . "CASP8") (:end . 68) (:start . 63)\n (:id . 53)))@@@1@12@((:identifiers (:sid . :s15.194) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|TableLegend|)))@oe@9-2-2011 5504933@unknown@formal@none@1@S@The top-rank five serves (Zhang-Server, RAPTOR, pro-sp3-TASSER, Phyre_de_novo and BAKER-ROBETTA) are better than (PS)2-v2 on 40 hard targets (i.e., LGA_S score < 70%) (Table S3 in Additional file 7).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "top-rank") (:form . 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"(") (:stem . "(") (:form . "(") (:end . 168) (:start . 167)\n (:id . 75))\n ((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 173)\n (:start . 168) (:id . 76))\n ((:tag . "NNP") (:stem . "S3") (:form . "S3") (:end . 176) (:start . 174)\n (:id . 77))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 179) (:start . 177)\n (:id . 78))\n ((:tag . "JJ") (:stem . "additional") (:form . "Additional") (:end . 190)\n (:start . 180) (:id . 79))\n ((:tag . "NN") (:stem . "file") (:form . "file") (:end . 195) (:start . 191)\n (:id . 80))\n ((:tag . "CD") (:stem . "7") (:form . "7") (:end . 197) (:start . 196)\n (:id . 81))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 198) (:start . 197)\n (:id . 82))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 199) (:start . 198)\n (:id . 83)))@@@1@42@((:identifiers (:sid . :s15.195) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504934@unknown@formal@none@1@S@These serves were much slower than (PS)2-v2 because they often utilized ab initio methods to build the unaligned loop regions and to generate the models, such as the Poing folding system for Phyre_de_novo server, the chunk-TASSER [38] for pro-sp3-TASSER server, and the Rosetta fragment-assembly methodology [39] for BAKER-ROBETTA server.@(((:tag . "DT") (:stem . "these") (:form . "These") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "serve") (:form . "serves") (:end . 12) (:start . 6)\n (:id . 43))\n ((:tag . "VBD") (:stem . "be") (:form . "were") (:end . 17) (:start . 13)\n (:id . 44))\n ((:tag . "RB") (:stem . "much") (:form . "much") (:end . 22) (:start . 18)\n (:id . 45))\n ((:tag . "JJR") (:stem . "slow") (:form . 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"server") (:form . "server") (:end . 337)\n (:start . 331) (:id . 98))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 338) (:start . 337)\n (:id . 99)))@@@1@58@((:identifiers (:sid . :s15.196) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504935@unknown@formal@none@1@S@In the near future, our (PS)2-v2 server will incorporate ab initio methods to model long-length loops and hard targets.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 6) (:start . 3)\n (:id . 43))\n ((:tag . "JJ") (:stem . "near") (:form . "near") (:end . 11) (:start . 7)\n (:id . 44))\n ((:tag . "NN") (:stem . "future") (:form . "future") (:end . 18)\n (:start . 12) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 19) (:start . 18)\n (:id . 46))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 23) (:start . 20)\n (:id . 47))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 25) (:start . 24)\n (:id . 48))\n ((:tag . "NN") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 32)\n (:start . 25) (:id . 49))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 39)\n (:start . 33) (:id . 50))\n ((:tag . "MD") (:stem . "will") (:form . "will") (:end . 44) (:start . 40)\n (:id . 51))\n ((:tag . "VB") (:stem . "incorporate") (:form . "incorporate") (:end . 56)\n (:start . 45) (:id . 52))\n ((:tag . "NN") (:stem . "ab") (:form . "ab") (:end . 59) (:start . 57)\n (:id . 53))\n ((:tag . "NN") (:stem . "initio") (:form . "initio") (:end . 66)\n (:start . 60) (:id . 54))\n ((:tag . "NNS") (:stem . "method") (:form . "methods") (:end . 74)\n (:start . 67) (:id . 55))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 77) (:start . 75)\n (:id . 56))\n ((:tag . "VB") (:stem . "model") (:form . "model") (:end . 83) (:start . 78)\n (:id . 57))\n ((:tag . "JJ") (:stem . "long-length") (:form . "long-length") (:end . 95)\n (:start . 84) (:id . 58))\n ((:tag . "NNS") (:stem . "loop") (:form . "loops") (:end . 101) (:start . 96)\n (:id . 59))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 105) (:start . 102)\n (:id . 60))\n ((:tag . "JJ") (:stem . "hard") (:form . "hard") (:end . 110) (:start . 106)\n (:id . 61))\n ((:tag . "NNS") (:stem . "target") (:form . "targets") (:end . 118)\n (:start . 111) (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 119) (:start . 118)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s15.197) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504936@unknown@formal@none@1@S@Multiple templates for multiple domains@(((:tag . "JJ") (:stem . "multiple") (:form . "Multiple") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "template") (:form . "templates") (:end . 18)\n (:start . 9) (:id . 43))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 22) (:start . 19)\n (:id . 44))\n ((:tag . "JJ") (:stem . "multiple") (:form . "multiple") (:end . 31)\n (:start . 23) (:id . 45))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 39)\n (:start . 32) (:id . 46)))@@@1@5@((:identifiers (:sid . :s15.198) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504937@unknown@formal@none@1@S@We used the target T0504 as an example to describe (PS)2-v2 for selecting multiple templates to model protein structures (Figure 5).@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBD") (:stem . "use") (:form . "used") (:end . 7) (:start . 3)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 11) (:start . 8)\n (:id . 44))\n ((:tag . "NN") (:stem . "target") (:form . "target") (:end . 18)\n (:start . 12) (:id . 45))\n ((:tag . "NN") (:stem . "t0504") (:form . "T0504") (:end . 24) (:start . 19)\n (:id . 46))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 27) (:start . 25)\n (:id . 47))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 30) (:start . 28)\n (:id . 48))\n ((:tag . "NN") (:stem . "example") (:form . "example") (:end . 38)\n (:start . 31) (:id . 49))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 41) (:start . 39)\n (:id . 50))\n ((:tag . "NN") (:stem . "describe") (:form . "describe") (:end . 50)\n (:start . 42) (:id . 51))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 52) (:start . 51)\n (:id . 52))\n ((:tag . "NN") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 59)\n (:start . 52) (:id . 53))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 63) (:start . 60)\n (:id . 54))\n ((:tag . "VBG") (:stem . "select") (:form . "selecting") (:end . 73)\n (:start . 64) (:id . 55))\n ((:tag . "JJ") (:stem . "multiple") (:form . "multiple") (:end . 82)\n (:start . 74) (:id . 56))\n ((:tag . "NNS") (:stem . "template") (:form . "templates") (:end . 92)\n (:start . 83) (:id . 57))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 95) (:start . 93)\n (:id . 58))\n ((:tag . "NN") (:stem . "model") (:form . "model") (:end . 101) (:start . 96)\n (:id . 59))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 109)\n (:start . 102) (:id . 60))\n ((:tag . "NNS") (:stem . "structure") (:form . "structures") (:end . 120)\n (:start . 110) (:id . 61))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 122) (:start . 121)\n (:id . 62))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 128)\n (:start . 122) (:id . 63))\n ((:tag . "CD") (:stem . "5") (:form . "5") (:end . 130) (:start . 129)\n (:id . 64))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 131) (:start . 130)\n (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 132) (:start . 131)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s15.199) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504938@unknown@formal@none@1@S@The (PS)2-v2 server first selected the 53BP1 tandem tudor domains (PDB code 2g3r) as the best template.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 5) (:start . 4) (:id . 43))\n ((:tag . "JJ") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 12)\n (:start . 5) (:id . 44))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 19)\n (:start . 13) (:id . 45))\n ((:tag . "RB") (:stem . "first") (:form . "first") (:end . 25) (:start . 20)\n (:id . 46))\n ((:tag . "VBD") (:stem . "select") (:form . "selected") (:end . 34)\n (:start . 26) (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 38) (:start . 35)\n (:id . 48))\n ((:tag . "NN") (:stem . "53bp1") (:form . "53BP1") (:end . 44) (:start . 39)\n (:id . 49))\n ((:tag . "JJ") (:stem . "tandem") (:form . "tandem") (:end . 51)\n (:start . 45) (:id . 50))\n ((:tag . "NN") (:stem . "tudor") (:form . "tudor") (:end . 57) (:start . 52)\n (:id . 51))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 65)\n (:start . 58) (:id . 52))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 67) (:start . 66)\n (:id . 53))\n ((:tag . "NNP") (:stem . "PDB") (:form . "PDB") (:end . 70) (:start . 67)\n (:id . 54))\n ((:tag . "NN") (:stem . "code") (:form . "code") (:end . 75) (:start . 71)\n (:id . 55))\n ((:tag . "NN") (:stem . "2g3r") (:form . "2g3r") (:end . 80) (:start . 76)\n (:id . 56))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 81) (:start . 80)\n (:id . 57))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 84) (:start . 82)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 88) (:start . 85)\n (:id . 59))\n ((:tag . "JJS") (:stem . "good") (:form . "best") (:end . 93) (:start . 89)\n (:id . 60))\n ((:tag . "NN") (:stem . "template") (:form . "template") (:end . 102)\n (:start . 94) (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 103) (:start . 102)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s15.200) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504939@unknown@formal@none@1@S@The template 2g3rA aligned a part of regions (138 residues, residues 10-147) to the target, and the model yielded the GDT_TS scores of 74.2 and 32.2 for the target T0504-D1 and T0504-D2.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "template") (:form . "template") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "2g3ra") (:form . "2g3rA") (:end . 18) (:start . 13)\n (:id . 44))\n ((:tag . "VBD") (:stem . "align") (:form . "aligned") (:end . 26)\n (:start . 19) (:id . 45))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 28) (:start . 27)\n (:id . 46))\n ((:tag . "NN") (:stem . "part") (:form . "part") (:end . 33) (:start . 29)\n (:id . 47))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 36) (:start . 34)\n (:id . 48))\n ((:tag . "NNS") (:stem . "region") (:form . "regions") (:end . 44)\n (:start . 37) (:id . 49))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 46) (:start . 45)\n (:id . 50))\n ((:tag . "CD") (:stem . "138") (:form . "138") (:end . 49) (:start . 46)\n (:id . 51))\n ((:tag . "NNS") (:stem . "residue") (:form . "residues") (:end . 58)\n (:start . 50) (:id . 52))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 59) (:start . 58)\n (:id . 53))\n ((:tag . "NNS") (:stem . "residue") (:form . "residues") (:end . 68)\n (:start . 60) (:id . 54))\n ((:tag . "CD") (:stem . "10-147") (:form . "10-147") (:end . 75)\n (:start . 69) (:id . 55))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 76) (:start . 75)\n (:id . 56))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 79) (:start . 77)\n (:id . 57))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 83) (:start . 80)\n (:id . 58))\n ((:tag . "NN") (:stem . "target") (:form . "target") (:end . 90)\n (:start . 84) (:id . 59))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 91) (:start . 90)\n (:id . 60))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 95) (:start . 92)\n (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 99) (:start . 96)\n (:id . 62))\n ((:tag . "NN") (:stem . "model") (:form . "model") (:end . 105)\n (:start . 100) (:id . 63))\n ((:tag . "VBD") (:stem . "yield") (:form . "yielded") (:end . 113)\n (:start . 106) (:id . 64))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 117) (:start . 114)\n (:id . 65))\n ((:tag . "NNP") (:stem . "GDT_TS") (:form . "GDT_TS") (:end . 124)\n (:start . 118) (:id . 66))\n ((:tag . "NNS") (:stem . "score") (:form . "scores") (:end . 131)\n (:start . 125) (:id . 67))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 134) (:start . 132)\n (:id . 68))\n ((:tag . "CD") (:stem . "74.2") (:form . "74.2") (:end . 139) (:start . 135)\n (:id . 69))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 143) (:start . 140)\n (:id . 70))\n ((:tag . "CD") (:stem . "32.2") (:form . "32.2") (:end . 148) (:start . 144)\n (:id . 71))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 152) (:start . 149)\n (:id . 72))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 156) (:start . 153)\n (:id . 73))\n ((:tag . "NN") (:stem . "target") (:form . "target") (:end . 163)\n (:start . 157) (:id . 74))\n ((:tag . "NN") (:stem . "t0504-d1") (:form . "T0504-D1") (:end . 172)\n (:start . 164) (:id . 75))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 176) (:start . 173)\n (:id . 76))\n ((:tag . "NN") (:stem . "t0504-d2") (:form . "T0504-D2") (:end . 185)\n (:start . 177) (:id . 77))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 186) (:start . 185)\n (:id . 78)))@@@1@37@((:identifiers (:sid . :s15.201) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504940@unknown@formal@none@1@S@Since the number of the unaligned residues is 61 (residue 148-208), the (PS)2-v2 server used unaligned residues to search the new template for modeling this segment.@(((:tag . "IN") (:stem . "since") (:form . "Since") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 9) (:start . 6)\n (:id . 43))\n ((:tag . "NN") (:stem . "number") (:form . "number") (:end . 16)\n (:start . 10) (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 19) (:start . 17)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 23) (:start . 20)\n (:id . 46))\n ((:tag . "JJ") (:stem . "unaligned") (:form . "unaligned") (:end . 33)\n (:start . 24) (:id . 47))\n ((:tag . "NNS") (:stem . "residue") (:form . "residues") (:end . 42)\n (:start . 34) (:id . 48))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 45) (:start . 43)\n (:id . 49))\n ((:tag . "CD") (:stem . "61") (:form . "61") (:end . 48) (:start . 46)\n (:id . 50))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 50) (:start . 49)\n (:id . 51))\n ((:tag . "NN") (:stem . "residue") (:form . "residue") (:end . 57)\n (:start . 50) (:id . 52))\n ((:tag . "CD") (:stem . "148-208") (:form . "148-208") (:end . 65)\n (:start . 58) (:id . 53))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 66) (:start . 65)\n (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 67) (:start . 66)\n (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 71) (:start . 68)\n (:id . 56))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 73) (:start . 72)\n (:id . 57))\n ((:tag . "NN") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 80)\n (:start . 73) (:id . 58))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 87)\n (:start . 81) (:id . 59))\n ((:tag . "VBD") (:stem . "use") (:form . "used") (:end . 92) (:start . 88)\n (:id . 60))\n ((:tag . "JJ") (:stem . "unaligned") (:form . "unaligned") (:end . 102)\n (:start . 93) (:id . 61))\n ((:tag . "NNS") (:stem . "residue") (:form . "residues") (:end . 111)\n (:start . 103) (:id . 62))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 114) (:start . 112)\n (:id . 63))\n ((:tag . "VB") (:stem . "search") (:form . "search") (:end . 121)\n (:start . 115) (:id . 64))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 125) (:start . 122)\n (:id . 65))\n ((:tag . "JJ") (:stem . "new") (:form . "new") (:end . 129) (:start . 126)\n (:id . 66))\n ((:tag . "NN") (:stem . "template") (:form . "template") (:end . 138)\n (:start . 130) (:id . 67))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 142) (:start . 139)\n (:id . 68))\n ((:tag . "VBG") (:stem . "model") (:form . "modeling") (:end . 151)\n (:start . 143) (:id . 69))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 156) (:start . 152)\n (:id . 70))\n ((:tag . "NN") (:stem . "segment") (:form . "segment") (:end . 164)\n (:start . 157) (:id . 71))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 165) (:start . 164)\n (:id . 72)))@@@1@31@((:identifiers (:sid . :s15.202) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504941@unknown@formal@none@1@S@After search template library, (PS)2-v2 selected the PHD finger protein 20-like 1 (PDB code 2eqm) as the template for modeling this unmodeling residues (T0504-D3).@(((:tag . "IN") (:stem . "after") (:form . "After") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "search") (:form . "search") (:end . 12) (:start . 6)\n (:id . 43))\n ((:tag . "NN") (:stem . "template") (:form . "template") (:end . 21)\n (:start . 13) (:id . 44))\n ((:tag . "NN") (:stem . "library") (:form . "library") (:end . 29)\n (:start . 22) (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 30) (:start . 29)\n (:id . 46))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 32) (:start . 31)\n (:id . 47))\n ((:tag . "NNP") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 39)\n (:start . 32) (:id . 48))\n ((:tag . "VBD") (:stem . "select") (:form . "selected") (:end . 48)\n (:start . 40) (:id . 49))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 52) (:start . 49)\n (:id . 50))\n ((:tag . "NNP") (:stem . "PHD") (:form . "PHD") (:end . 56) (:start . 53)\n (:id . 51))\n ((:tag . "NN") (:stem . "finger") (:form . "finger") (:end . 63)\n (:start . 57) (:id . 52))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 71)\n (:start . 64) (:id . 53))\n ((:tag . "JJ") (:stem . "20-like") (:form . "20-like") (:end . 79)\n (:start . 72) (:id . 54))\n ((:tag . "CD") (:stem . "1") (:form . "1") (:end . 81) (:start . 80)\n (:id . 55))\n ((:tag . "NN") (:stem . "(") (:form . "(") (:end . 83) (:start . 82)\n (:id . 56))\n ((:tag . "NNP") (:stem . "PDB") (:form . "PDB") (:end . 86) (:start . 83)\n (:id . 57))\n ((:tag . "NN") (:stem . "code") (:form . "code") (:end . 91) (:start . 87)\n (:id . 58))\n ((:tag . "NN") (:stem . "2eqm") (:form . "2eqm") (:end . 96) (:start . 92)\n (:id . 59))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 97) (:start . 96)\n (:id . 60))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 100) (:start . 98)\n (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 104) (:start . 101)\n (:id . 62))\n ((:tag . "NN") (:stem . "template") (:form . "template") (:end . 113)\n (:start . 105) (:id . 63))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 117) (:start . 114)\n (:id . 64))\n ((:tag . "VBG") (:stem . "model") (:form . "modeling") (:end . 126)\n (:start . 118) (:id . 65))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 131) (:start . 127)\n (:id . 66))\n ((:tag . "JJ") (:stem . "unmodeling") (:form . "unmodeling") (:end . 142)\n (:start . 132) (:id . 67))\n ((:tag . "NNS") (:stem . "residue") (:form . "residues") (:end . 151)\n (:start . 143) (:id . 68))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 153) (:start . 152)\n (:id . 69))\n ((:tag . "NNP") (:stem . "T0504-D3") (:form . "T0504-D3") (:end . 161)\n (:start . 153) (:id . 70))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 162) (:start . 161)\n (:id . 71))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 163) (:start . 162)\n (:id . 72)))@@@1@31@((:identifiers (:sid . :s15.203) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504942@unknown@formal@none@1@S@The GDT_TS score of this model is 80.7 for the target T0504-D3.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "GDT_TS") (:form . "GDT_TS") (:end . 10)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 16) (:start . 11)\n (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 19) (:start . 17)\n (:id . 45))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 24) (:start . 20)\n (:id . 46))\n ((:tag . "NN") (:stem . "model") (:form . "model") (:end . 30) (:start . 25)\n (:id . 47))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 33) (:start . 31)\n (:id . 48))\n ((:tag . "CD") (:stem . "80.7") (:form . "80.7") (:end . 38) (:start . 34)\n (:id . 49))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 42) (:start . 39)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 46) (:start . 43)\n (:id . 51))\n ((:tag . "NN") (:stem . "target") (:form . "target") (:end . 53)\n (:start . 47) (:id . 52))\n ((:tag . "NN") (:stem . "t0504-d3") (:form . "T0504-D3") (:end . 62)\n (:start . 54) (:id . 53))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 63) (:start . 62)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s15.204) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504943@unknown@formal@none@1@S@The total GDT_TS score improvement is 136.42 when (PS)2-v2 utilizes a multiple-template strategy.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "total") (:form . "total") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "gdt_ts") (:form . "GDT_TS") (:end . 16)\n (:start . 10) (:id . 44))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 22) (:start . 17)\n (:id . 45))\n ((:tag . "NN") (:stem . "improvement") (:form . "improvement") (:end . 34)\n (:start . 23) (:id . 46))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 37) (:start . 35)\n (:id . 47))\n ((:tag . "CD") (:stem . "136.42") (:form . "136.42") (:end . 44)\n (:start . 38) (:id . 48))\n ((:tag . "WRB") (:stem . "when") (:form . "when") (:end . 49) (:start . 45)\n (:id . 49))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 51) (:start . 50)\n (:id . 50))\n ((:tag . "NNP") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 58)\n (:start . 51) (:id . 51))\n ((:tag . "VBZ") (:stem . "utilize") (:form . "utilizes") (:end . 67)\n (:start . 59) (:id . 52))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 69) (:start . 68)\n (:id . 53))\n ((:tag . "JJ") (:stem . "multiple-template") (:form . "multiple-template")\n (:end . 87) (:start . 70) (:id . 54))\n ((:tag . "NN") (:stem . "strategy") (:form . "strategy") (:end . 96)\n (:start . 88) (:id . 55))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 97) (:start . 96)\n (:id . 56)))@@@1@15@((:identifiers (:sid . :s15.205) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504944@unknown@formal@none@1@S@Conversely, the GDT-TS scores of the (PS)2-original server, using PDB code 2g3r as the template, are 17.3 (T0504-D1), 48.9 (T0504-D2) and 56.1 (T0504-D3), respectively.@(((:tag . "RB") (:stem . "conversely") (:form . "Conversely") (:end . 10)\n (:start . 0) (:id . 42))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 11) (:start . 10)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 15) (:start . 12)\n (:id . 44))\n ((:tag . "JJ") (:stem . "gdt-ts") (:form . "GDT-TS") (:end . 22)\n (:start . 16) (:id . 45))\n ((:tag . "NNS") (:stem . "score") (:form . "scores") (:end . 29)\n (:start . 23) (:id . 46))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 32) (:start . 30)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . 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(:end . 168) (:start . 167)\n (:id . 78)))@@@1@37@((:identifiers (:sid . :s15.206) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504945@unknown@formal@none@1@S@For the (PS)2-CASP8 server, the GDT-TS scores using PDB code 2ns2 as the template are 44.4 (T0504-D1), 25.6 (T0504-D2) and 41.0 (T0504-D3), respectively.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 9) (:start . 8) (:id . 44))\n ((:tag . "NN") (:stem . "PS)2-CASP8") (:form . "PS)2-CASP8") (:end . 19)\n (:start . 9) (:id . 45))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 26)\n (:start . 20) (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 27) (:start . 26)\n (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . 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(:end . 104) (:start . 103)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s15.208) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504947@unknown@formal@none@1@S@The (PS)2-CASP8 server uses human spindlin1 (PDB code 2ns2) as the template, conversely, (PS)2-v2 utilizes a multiple-template strategy and selects both 53BP1 tandem tudor domains (PDB code 2g3r) and PHD finger protein 20-like 1 (PDB code 2eqm) as templates.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 5) (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "PS)2-CASP8") (:form . "PS)2-CASP8") (:end . 15)\n (:start . 5) (:id . 44))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 22)\n (:start . 16) (:id . 45))\n ((:tag . "VBZ") (:stem . "use") (:form . "uses") (:end . 27) (:start . 23)\n (:id . 46))\n ((:tag . "JJ") (:stem . "human") (:form . 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(:end . 84) (:start . 83)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s15.210) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504949@unknown@formal@none@1@S@Multiple models and model selection@(((:tag . "JJ") (:stem . "multiple") (:form . "Multiple") (:end . 8)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "model") (:form . "models") (:end . 15) (:start . 9)\n (:id . 43))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 19) (:start . 16)\n (:id . 44))\n ((:tag . "NN") (:stem . "model") (:form . "model") (:end . 25) (:start . 20)\n (:id . 45))\n ((:tag . "NN") (:stem . "selection") (:form . "selection") (:end . 35)\n (:start . 26) (:id . 46)))@@@1@5@((:identifiers (:sid . :s15.211) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SubSectionTitle|)))@oe@9-2-2011 5504950@unknown@formal@none@1@S@Figure 6 shows the improvement in GDT_TS scores of (PS)2-v2 by applying a multiple-model strategy and using the program ProQ for the final model selection.@(((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "CD") (:stem . "6") (:form . "6") (:end . 8) (:start . 7)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "show") (:form . "shows") (:end . 14) (:start . 9)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 18) (:start . 15)\n (:id . 45))\n ((:tag . "NN") (:stem . "improvement") (:form . "improvement") (:end . 30)\n (:start . 19) (:id . 46))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 33) (:start . 31)\n (:id . 47))\n ((:tag . "NNP") (:stem . 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"and") (:end . 101) (:start . 98)\n (:id . 58))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 107) (:start . 102)\n (:id . 59))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 111) (:start . 108)\n (:id . 60))\n ((:tag . "NN") (:stem . "program") (:form . "program") (:end . 119)\n (:start . 112) (:id . 61))\n ((:tag . "NNP") (:stem . "ProQ") (:form . "ProQ") (:end . 124) (:start . 120)\n (:id . 62))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 128) (:start . 125)\n (:id . 63))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 132) (:start . 129)\n (:id . 64))\n ((:tag . "JJ") (:stem . "final") (:form . "final") (:end . 138)\n (:start . 133) (:id . 65))\n ((:tag . "NN") (:stem . "model") (:form . "model") (:end . 144)\n (:start . 139) (:id . 66))\n ((:tag . "NN") (:stem . "selection") (:form . "selection") (:end . 154)\n (:start . 145) (:id . 67))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 155) (:start . 154)\n (:id . 68)))@@@1@27@((:identifiers (:sid . :s15.212) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504951@unknown@formal@none@1@S@Among these 154 CASP8 targets, (PS)2-v2 improved GDT_TS scores for 23 targets; conversely, only 4 targets are lightly worse when (PS)2-v2 used a multiple-model strategy.@(((:tag . "IN") (:stem . "among") (:form . "Among") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 11) (:start . 6)\n (:id . 43))\n ((:tag . "CD") (:stem . "154") (:form . "154") (:end . 15) (:start . 12)\n (:id . 44))\n ((:tag . "NN") (:stem . "casp8") (:form . "CASP8") (:end . 21) (:start . 16)\n (:id . 45))\n ((:tag . "NNS") (:stem . "target") (:form . "targets") (:end . 29)\n (:start . 22) (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 30) (:start . 29)\n (:id . 47))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 32) (:start . 31)\n (:id . 48))\n ((:tag . "NNP") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 39)\n (:start . 32) (:id . 49))\n ((:tag . "VBD") (:stem . "improve") (:form . "improved") (:end . 48)\n (:start . 40) (:id . 50))\n ((:tag . "NN") (:stem . "gdt_ts") (:form . "GDT_TS") (:end . 55)\n (:start . 49) (:id . 51))\n ((:tag . "NNS") (:stem . "score") (:form . "scores") (:end . 62)\n (:start . 56) (:id . 52))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 66) (:start . 63)\n (:id . 53))\n ((:tag . "CD") (:stem . "23") (:form . "23") (:end . 69) (:start . 67)\n (:id . 54))\n ((:tag . "NNS") (:stem . "target") (:form . "targets") (:end . 77)\n (:start . 70) (:id . 55))\n ((:tag . ":") (:stem . ";") (:form . ";") (:end . 78) (:start . 77)\n (:id . 56))\n ((:tag . "RB") (:stem . "conversely") (:form . "conversely") (:end . 89)\n (:start . 79) (:id . 57))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 90) (:start . 89)\n (:id . 58))\n ((:tag . "RB") (:stem . "only") (:form . "only") (:end . 95) (:start . 91)\n (:id . 59))\n ((:tag . "CD") (:stem . "4") (:form . "4") (:end . 97) (:start . 96)\n (:id . 60))\n ((:tag . "NNS") (:stem . "target") (:form . "targets") (:end . 105)\n (:start . 98) (:id . 61))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 109) (:start . 106)\n (:id . 62))\n ((:tag . "RB") (:stem . "lightly") (:form . "lightly") (:end . 117)\n (:start . 110) (:id . 63))\n ((:tag . "JJR") (:stem . "worse") (:form . "worse") (:end . 123)\n (:start . 118) (:id . 64))\n ((:tag . "WRB") (:stem . "when") (:form . "when") (:end . 128) (:start . 124)\n (:id . 65))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 130) (:start . 129)\n (:id . 66))\n ((:tag . "NNP") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 137)\n (:start . 130) (:id . 67))\n ((:tag . "VBD") (:stem . "use") (:form . "used") (:end . 142) (:start . 138)\n (:id . 68))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 144) (:start . 143)\n (:id . 69))\n ((:tag . "JJ") (:stem . "multiple-model") (:form . "multiple-model")\n (:end . 159) (:start . 145) (:id . 70))\n ((:tag . "NN") (:stem . "strategy") (:form . "strategy") (:end . 168)\n (:start . 160) (:id . 71))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 169) (:start . 168)\n (:id . 72)))@@@1@31@((:identifiers (:sid . :s15.213) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504952@unknown@formal@none@1@S@For the other 127 targets, (PS)2-v2 obtained the same GDT_TS scores and the total GDT_TS improvement is 145.3.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "JJ") (:stem . "other") (:form . "other") (:end . 13) (:start . 8)\n (:id . 44))\n ((:tag . "CD") (:stem . "127") (:form . "127") (:end . 17) (:start . 14)\n (:id . 45))\n ((:tag . "NNS") (:stem . "target") (:form . "targets") (:end . 25)\n (:start . 18) (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 26) (:start . 25)\n (:id . 47))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 28) (:start . 27)\n (:id . 48))\n ((:tag . "NNP") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 35)\n (:start . 28) (:id . 49))\n ((:tag . "VBD") (:stem . "obtain") (:form . "obtained") (:end . 44)\n (:start . 36) (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 48) (:start . 45)\n (:id . 51))\n ((:tag . "JJ") (:stem . "same") (:form . "same") (:end . 53) (:start . 49)\n (:id . 52))\n ((:tag . "NN") (:stem . "gdt_ts") (:form . "GDT_TS") (:end . 60)\n (:start . 54) (:id . 53))\n ((:tag . "NNS") (:stem . "score") (:form . "scores") (:end . 67)\n (:start . 61) (:id . 54))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 71) (:start . 68)\n (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 75) (:start . 72)\n (:id . 56))\n ((:tag . "JJ") (:stem . "total") (:form . "total") (:end . 81) (:start . 76)\n (:id . 57))\n ((:tag . "NN") (:stem . "gdt_ts") (:form . "GDT_TS") (:end . 88)\n (:start . 82) (:id . 58))\n ((:tag . "NN") (:stem . "improvement") (:form . "improvement") (:end . 100)\n (:start . 89) (:id . 59))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 103) (:start . 101)\n (:id . 60))\n ((:tag . "CD") (:stem . "145.3") (:form . "145.3") (:end . 109)\n (:start . 104) (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 110) (:start . 109)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s15.214) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504953@unknown@formal@none@1@S@According to the paired Student's t-test (p-value is 0.0045 shown in Table S4 Additional file 8), (PS)2-v2 applying the multiple-model strategy significantly improved the GDT_TS scores when the sequence identity between the target and the template is less than 20%.@(((:tag . "VBG") (:stem . "accord") (:form . "According") (:end . 9)\n (:start . 0) (:id . 42))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 12) (:start . 10)\n (:id . 43))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 16) (:start . 13)\n (:id . 44))\n ((:tag . "JJ") (:stem . "paired") (:form . "paired") (:end . 23)\n (:start . 17) (:id . 45))\n ((:tag . "NNP") (:stem . "Student") (:form . "Student") (:end . 31)\n (:start . 24) (:id . 46))\n ((:tag . "POS") (:stem . "'s") (:form . "'s") (:end . 33) (:start . 31)\n (:id . 47))\n ((:tag . "NN") (:stem . "t-test") (:form . "t-test") (:end . 40)\n (:start . 34) (:id . 48))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 42) (:start . 41)\n (:id . 49))\n ((:tag . "NN") (:stem . "p-value") (:form . "p-value") (:end . 49)\n (:start . 42) (:id . 50))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 52) (:start . 50)\n (:id . 51))\n ((:tag . "CD") (:stem . "0.0045") (:form . "0.0045") (:end . 59)\n (:start . 53) (:id . 52))\n ((:tag . "VBN") (:stem . "show") (:form . "shown") (:end . 65) (:start . 60)\n (:id . 53))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 68) (:start . 66)\n (:id . 54))\n ((:tag . "JJ") (:stem . "table") (:form . "Table") (:end . 74) (:start . 69)\n (:id . 55))\n ((:tag . "NNP") (:stem . "S4") (:form . "S4") (:end . 77) (:start . 75)\n (:id . 56))\n ((:tag . "JJ") (:stem . "additional") (:form . "Additional") (:end . 88)\n (:start . 78) (:id . 57))\n ((:tag . "NN") (:stem . "file") (:form . "file") (:end . 93) (:start . 89)\n (:id . 58))\n ((:tag . "CD") (:stem . "8") (:form . "8") (:end . 95) (:start . 94)\n (:id . 59))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 96) (:start . 95)\n (:id . 60))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 97) (:start . 96)\n (:id . 61))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 99) (:start . 98)\n (:id . 62))\n ((:tag . "NNP") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 106)\n (:start . 99) (:id . 63))\n ((:tag . "VBG") (:stem . "apply") (:form . "applying") (:end . 115)\n (:start . 107) (:id . 64))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 119) (:start . 116)\n (:id . 65))\n ((:tag . "JJ") (:stem . "multiple-model") (:form . "multiple-model")\n (:end . 134) (:start . 120) (:id . 66))\n ((:tag . "NN") (:stem . "strategy") (:form . "strategy") (:end . 143)\n (:start . 135) (:id . 67))\n ((:tag . "RB") (:stem . "significantly") (:form . 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"the") (:end . 223) (:start . 220)\n (:id . 78))\n ((:tag . "NN") (:stem . "target") (:form . "target") (:end . 230)\n (:start . 224) (:id . 79))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 234) (:start . 231)\n (:id . 80))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 238) (:start . 235)\n (:id . 81))\n ((:tag . "NN") (:stem . "template") (:form . "template") (:end . 247)\n (:start . 239) (:id . 82))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 250) (:start . 248)\n (:id . 83))\n ((:tag . "JJR") (:stem . "less") (:form . "less") (:end . 255) (:start . 251)\n (:id . 84))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 260) (:start . 256)\n (:id . 85))\n ((:tag . "CD") (:stem . "20") (:form . "20") (:end . 263) (:start . 261)\n (:id . 86))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 264) (:start . 263)\n (:id . 87))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 265) (:start . 264)\n (:id . 88)))@@@1@47@((:identifiers (:sid . :s15.215) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504954@unknown@formal@none@1@S@(PS)2-v2 results for using single-model and multiple-model strategies on 154 targets in CASP8 based on GDT_TS scores.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "JJ") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 8)\n (:start . 1) (:id . 43))\n ((:tag . "NNS") (:stem . "result") (:form . "results") (:end . 16)\n (:start . 9) (:id . 44))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 20) (:start . 17)\n (:id . 45))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 26) (:start . 21)\n (:id . 46))\n ((:tag . "JJ") (:stem . "single-model") (:form . "single-model") (:end . 39)\n (:start . 27) (:id . 47))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 43) (:start . 40)\n (:id . 48))\n ((:tag . "JJ") (:stem . "multiple-model") (:form . "multiple-model")\n (:end . 58) (:start . 44) (:id . 49))\n ((:tag . "NNS") (:stem . "strategy") (:form . "strategies") (:end . 69)\n (:start . 59) (:id . 50))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 72) (:start . 70)\n (:id . 51))\n ((:tag . "CD") (:stem . "154") (:form . "154") (:end . 76) (:start . 73)\n (:id . 52))\n ((:tag . "NNS") (:stem . "target") (:form . "targets") (:end . 84)\n (:start . 77) (:id . 53))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 87) (:start . 85)\n (:id . 54))\n ((:tag . "NN") (:stem . "casp8") (:form . "CASP8") (:end . 93) (:start . 88)\n (:id . 55))\n ((:tag . "VBN") (:stem . "base") (:form . "based") (:end . 99) (:start . 94)\n (:id . 56))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 102) (:start . 100)\n (:id . 57))\n ((:tag . "NNP") (:stem . "GDT_TS") (:form . "GDT_TS") (:end . 109)\n (:start . 103) (:id . 58))\n ((:tag . "NNS") (:stem . "score") (:form . "scores") (:end . 116)\n (:start . 110) (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 117) (:start . 116)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s15.216) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504955@unknown@formal@none@1@S@(PS)2-v2 improves and decreases the GDT_TS scores for 23 and 4 targets, respectively, when the multiple-model method is utilized.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 8)\n (:start . 1) (:id . 43))\n ((:tag . "VBZ") (:stem . "improve") (:form . "improves") (:end . 17)\n (:start . 9) (:id . 44))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 21) (:start . 18)\n (:id . 45))\n ((:tag . "VBZ") (:stem . "decrease") (:form . "decreases") (:end . 31)\n (:start . 22) (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 35) (:start . 32)\n (:id . 47))\n ((:tag . "NNP") (:stem . "GDT_TS") (:form . "GDT_TS") (:end . 42)\n (:start . 36) (:id . 48))\n ((:tag . "NNS") (:stem . "score") (:form . "scores") (:end . 49)\n (:start . 43) (:id . 49))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 53) (:start . 50)\n (:id . 50))\n ((:tag . "CD") (:stem . "23") (:form . "23") (:end . 56) (:start . 54)\n (:id . 51))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 60) (:start . 57)\n (:id . 52))\n ((:tag . "CD") (:stem . "4") (:form . "4") (:end . 62) (:start . 61)\n (:id . 53))\n ((:tag . "NNS") (:stem . "target") (:form . "targets") (:end . 70)\n (:start . 63) (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 71) (:start . 70)\n (:id . 55))\n ((:tag . "RB") (:stem . "respectively") (:form . "respectively") (:end . 84)\n (:start . 72) (:id . 56))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 85) (:start . 84)\n (:id . 57))\n ((:tag . "WRB") (:stem . "when") (:form . "when") (:end . 90) (:start . 86)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 94) (:start . 91)\n (:id . 59))\n ((:tag . "JJ") (:stem . "multiple-model") (:form . "multiple-model")\n (:end . 109) (:start . 95) (:id . 60))\n ((:tag . "NN") (:stem . "method") (:form . "method") (:end . 116)\n (:start . 110) (:id . 61))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 119) (:start . 117)\n (:id . 62))\n ((:tag . "VBN") (:stem . "utilize") (:form . "utilized") (:end . 128)\n (:start . 120) (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 129) (:start . 128)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s15.217) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504956@unknown@formal@none@1@S@For the other 127 targets, (PS)2-v2 obtains the same GDT_TS scores.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "JJ") (:stem . "other") (:form . "other") (:end . 13) (:start . 8)\n (:id . 44))\n ((:tag . "CD") (:stem . "127") (:form . "127") (:end . 17) (:start . 14)\n (:id . 45))\n ((:tag . "NNS") (:stem . "target") (:form . "targets") (:end . 25)\n (:start . 18) (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 26) (:start . 25)\n (:id . 47))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 28) (:start . 27)\n (:id . 48))\n ((:tag . "NNP") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 35)\n (:start . 28) (:id . 49))\n ((:tag . "VBZ") (:stem . "obtain") (:form . "obtains") (:end . 43)\n (:start . 36) (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 47) (:start . 44)\n (:id . 51))\n ((:tag . "JJ") (:stem . "same") (:form . "same") (:end . 52) (:start . 48)\n (:id . 52))\n ((:tag . "NN") (:stem . "gdt_ts") (:form . "GDT_TS") (:end . 59)\n (:start . 53) (:id . 53))\n ((:tag . "NNS") (:stem . "score") (:form . "scores") (:end . 66)\n (:start . 60) (:id . 54))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 67) (:start . 66)\n (:id . 55)))@@@1@14@((:identifiers (:sid . :s15.218) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504957@unknown@formal@none@1@S@The symbols "+", "▫" and "×" represent the performance when the sequence identity (SI) ≥ 30%, between 30% and 20%, and less than 20%, respectively.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNS") (:stem . "symbol") (:form . "symbols") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "``") (:stem . "``") (:form . "“") (:end . 13) (:start . 12)\n (:id . 44))\n ((:tag . "SYM") (:stem . "+") (:form . "+") (:end . 14) (:start . 13)\n (:id . 45))\n ((:tag . "''") (:stem . "''") (:form . "”") (:end . 15) (:start . 14)\n (:id . 46))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 16) (:start . 15)\n (:id . 47))\n ((:tag . "``") (:stem . "``") (:form . "“") (:end . 18) (:start . 17)\n (:id . 48))\n ((:tag . "UH") (:stem . "▫") (:form . "▫") (:end . 19) (:start . 18)\n (:id . 49))\n ((:tag . "''") (:stem . "''") (:form . "”") (:end . 20) (:start . 19)\n (:id . 50))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 24) (:start . 21)\n (:id . 51))\n ((:tag . "``") (:stem . "``") (:form . "“") (:end . 26) (:start . 25)\n (:id . 52))\n ((:tag . ",") (:stem . "×") (:form . "×") (:end . 27) (:start . 26)\n (:id . 53))\n ((:tag . "''") (:stem . "''") (:form . "”") (:end . 28) (:start . 27)\n (:id . 54))\n ((:tag . "VBP") (:stem . "represent") (:form . "represent") (:end . 38)\n (:start . 29) (:id . 55))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 42) (:start . 39)\n (:id . 56))\n ((:tag . "NN") (:stem . "performance") (:form . "performance") (:end . 54)\n (:start . 43) (:id . 57))\n ((:tag . "WRB") (:stem . "when") (:form . "when") (:end . 59) (:start . 55)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 63) (:start . 60)\n (:id . 59))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 72)\n (:start . 64) (:id . 60))\n ((:tag . "NN") (:stem . "identity") (:form . "identity") (:end . 81)\n (:start . 73) (:id . 61))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 83) (:start . 82)\n (:id . 62))\n ((:tag . "NNP") (:stem . "SI") (:form . "SI") (:end . 85) (:start . 83)\n (:id . 63))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 86) (:start . 85)\n (:id . 64))\n ((:tag . "VBP") (:stem . "≥") (:form . "≥") (:end . 88) (:start . 87)\n (:id . 65))\n ((:tag . "CD") (:stem . "30") (:form . "30") (:end . 91) (:start . 89)\n (:id . 66))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 92) (:start . 91)\n (:id . 67))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 93) (:start . 92)\n (:id . 68))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 101)\n (:start . 94) (:id . 69))\n ((:tag . "CD") (:stem . "30") (:form . "30") (:end . 104) (:start . 102)\n (:id . 70))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 105) (:start . 104)\n (:id . 71))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 109) (:start . 106)\n (:id . 72))\n ((:tag . "CD") (:stem . "20") (:form . "20") (:end . 112) (:start . 110)\n (:id . 73))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 113) (:start . 112)\n (:id . 74))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 114) (:start . 113)\n (:id . 75))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 118) (:start . 115)\n (:id . 76))\n ((:tag . "JJR") (:stem . "less") (:form . "less") (:end . 123) (:start . 119)\n (:id . 77))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 128) (:start . 124)\n (:id . 78))\n ((:tag . "CD") (:stem . "20") (:form . "20") (:end . 131) (:start . 129)\n (:id . 79))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 132) (:start . 131)\n (:id . 80))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 133) (:start . 132)\n (:id . 81))\n ((:tag . "RB") (:stem . "respectively") (:form . "respectively") (:end . 146)\n (:start . 134) (:id . 82))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 147) (:start . 146)\n (:id . 83)))@@@1@42@((:identifiers (:sid . :s15.219) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504958@unknown@formal@none@1@S@The target T0471 selected from CASP8 was taken as an example to describe the structure modeling of the (PS)2-v2 server using multiple-model strategy (Figure 7).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "target") (:form . "target") (:end . 10) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "t0471") (:form . "T0471") (:end . 16) (:start . 11)\n (:id . 44))\n ((:tag . "VBN") (:stem . "select") (:form . "selected") (:end . 25)\n (:start . 17) (:id . 45))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 30) (:start . 26)\n (:id . 46))\n ((:tag . "NN") (:stem . "casp8") (:form . "CASP8") (:end . 36) (:start . 31)\n (:id . 47))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 40) (:start . 37)\n (:id . 48))\n ((:tag . "VBN") (:stem . "take") (:form . "taken") (:end . 46) (:start . 41)\n (:id . 49))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 49) (:start . 47)\n (:id . 50))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 52) (:start . 50)\n (:id . 51))\n ((:tag . "NN") (:stem . "example") (:form . "example") (:end . 60)\n (:start . 53) (:id . 52))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 63) (:start . 61)\n (:id . 53))\n ((:tag . "VB") (:stem . "describe") (:form . "describe") (:end . 72)\n (:start . 64) (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 76) (:start . 73)\n (:id . 55))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 86)\n (:start . 77) (:id . 56))\n ((:tag . "NN") (:stem . "modeling") (:form . "modeling") (:end . 95)\n (:start . 87) (:id . 57))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 98) (:start . 96)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 102) (:start . 99)\n (:id . 59))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 104) (:start . 103)\n (:id . 60))\n ((:tag . "JJ") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 111)\n (:start . 104) (:id . 61))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 118)\n (:start . 112) (:id . 62))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 124) (:start . 119)\n (:id . 63))\n ((:tag . "JJ") (:stem . "multiple-model") (:form . "multiple-model")\n (:end . 139) (:start . 125) (:id . 64))\n ((:tag . "NN") (:stem . "strategy") (:form . "strategy") (:end . 148)\n (:start . 140) (:id . 65))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 150) (:start . 149)\n (:id . 66))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 156)\n (:start . 150) (:id . 67))\n ((:tag . "CD") (:stem . "7") (:form . "7") (:end . 158) (:start . 157)\n (:id . 68))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 159) (:start . 158)\n (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 160) (:start . 159)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s15.220) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504959@unknown@formal@none@1@S@When the multiple-model strategy was not considered, (PS)2-v2 selected the 2-dehydro-3-deoxyphosphooctonate aldolase (PDB code 2nwr) as the best template with an E-value of 0.055.@(((:tag . "WRB") (:stem . "when") (:form . "When") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 8) (:start . 5)\n (:id . 43))\n ((:tag . "JJ") (:stem . "multiple-model") (:form . "multiple-model")\n (:end . 23) (:start . 9) (:id . 44))\n ((:tag . "NN") (:stem . "strategy") (:form . "strategy") (:end . 32)\n (:start . 24) (:id . 45))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 36) (:start . 33)\n (:id . 46))\n ((:tag . "RB") (:stem . "not") (:form . "not") (:end . 40) (:start . 37)\n (:id . 47))\n ((:tag . "VBN") (:stem . "consider") (:form . "considered") (:end . 51)\n (:start . 41) (:id . 48))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 52) (:start . 51)\n (:id . 49))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 54) (:start . 53)\n (:id . 50))\n ((:tag . "NNP") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 61)\n (:start . 54) (:id . 51))\n ((:tag . "VBD") (:stem . "select") (:form . "selected") (:end . 70)\n (:start . 62) (:id . 52))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 74) (:start . 71)\n (:id . 53))\n ((:tag . "JJ") (:stem . "2-dehydro-3-deoxyphosphooctonate")\n (:form . "2-dehydro-3-deoxyphosphooctonate") (:end . 107) (:start . 75)\n (:id . 54))\n ((:tag . "NN") (:stem . "aldolase") (:form . "aldolase") (:end . 116)\n (:start . 108) (:id . 55))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 118) (:start . 117)\n (:id . 56))\n ((:tag . "NNP") (:stem . "PDB") (:form . "PDB") (:end . 121) (:start . 118)\n (:id . 57))\n ((:tag . "NN") (:stem . "code") (:form . "code") (:end . 126) (:start . 122)\n (:id . 58))\n ((:tag . "NN") (:stem . "2nwr") (:form . "2nwr") (:end . 131) (:start . 127)\n (:id . 59))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 132) (:start . 131)\n (:id . 60))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 135) (:start . 133)\n (:id . 61))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 139) (:start . 136)\n (:id . 62))\n ((:tag . "JJS") (:stem . "good") (:form . "best") (:end . 144) (:start . 140)\n (:id . 63))\n ((:tag . "NN") (:stem . "template") (:form . "template") (:end . 153)\n (:start . 145) (:id . 64))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 158) (:start . 154)\n (:id . 65))\n ((:tag . "DT") (:stem . "an") (:form . "an") (:end . 161) (:start . 159)\n (:id . 66))\n ((:tag . "NN") (:stem . "e-value") (:form . "E-value") (:end . 169)\n (:start . 162) (:id . 67))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 172) (:start . 170)\n (:id . 68))\n ((:tag . "CD") (:stem . "0.055") (:form . "0.055") (:end . 178)\n (:start . 173) (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 179) (:start . 178)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s15.221) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504960@unknown@formal@none@1@S@GDT_TS score of this model is 32.67.@(((:tag . "NN") (:stem . "gdt_ts") (:form . "GDT_TS") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 12) (:start . 7)\n (:id . 43))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 15) (:start . 13)\n (:id . 44))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 20) (:start . 16)\n (:id . 45))\n ((:tag . "NN") (:stem . "model") (:form . "model") (:end . 26) (:start . 21)\n (:id . 46))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 29) (:start . 27)\n (:id . 47))\n ((:tag . "CD") (:stem . "32.67") (:form . "32.67") (:end . 35) (:start . 30)\n (:id . 48))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 36) (:start . 35)\n (:id . 49)))@@@1@8@((:identifiers (:sid . :s15.222) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504961@unknown@formal@none@1@S@If we considered the top-ranking 5 structures (PDB codes 2nwr, 1pea, 1nv8, 1ufr and 1v2d) as the modeling templates, (PS)2-v2 generated 6 alternative target-template alignments for each template, and obtained 30 alignments for this target.@(((:tag . "IN") (:stem . "if") (:form . "If") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "PRP") (:stem . "we") (:form . "we") (:end . 5) (:start . 3)\n (:id . 43))\n ((:tag . "VBD") (:stem . "consider") (:form . "considered") (:end . 16)\n (:start . 6) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 20) (:start . 17)\n (:id . 45))\n ((:tag . "JJ") (:stem . "top-ranking") (:form . "top-ranking") (:end . 32)\n (:start . 21) (:id . 46))\n ((:tag . "CD") (:stem . "5") (:form . "5") (:end . 34) (:start . 33)\n (:id . 47))\n ((:tag . "NNS") (:stem . "structure") (:form . "structures") (:end . 45)\n (:start . 35) (:id . 48))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 47) (:start . 46)\n (:id . 49))\n ((:tag . "NNP") (:stem . "PDB") (:form . "PDB") (:end . 50) (:start . 47)\n (:id . 50))\n ((:tag . "NNS") (:stem . "code") (:form . "codes") (:end . 56) (:start . 51)\n (:id . 51))\n ((:tag . "NN") (:stem . "2nwr") (:form . "2nwr") (:end . 61) (:start . 57)\n (:id . 52))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 62) (:start . 61)\n (:id . 53))\n ((:tag . "NN") (:stem . "1pea") (:form . "1pea") (:end . 67) (:start . 63)\n (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 68) (:start . 67)\n (:id . 55))\n ((:tag . "CD") (:stem . "1nv8") (:form . "1nv8") (:end . 73) (:start . 69)\n (:id . 56))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 74) (:start . 73)\n (:id . 57))\n ((:tag . "CD") (:stem . "1ufr") (:form . "1ufr") (:end . 79) (:start . 75)\n (:id . 58))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 83) (:start . 80)\n (:id . 59))\n ((:tag . "CD") (:stem . "1v2d") (:form . "1v2d") (:end . 88) (:start . 84)\n (:id . 60))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 89) (:start . 88)\n (:id . 61))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 92) (:start . 90)\n (:id . 62))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 96) (:start . 93)\n (:id . 63))\n ((:tag . "NN") (:stem . "modeling") (:form . "modeling") (:end . 105)\n (:start . 97) (:id . 64))\n ((:tag . "NNS") (:stem . "template") (:form . "templates") (:end . 115)\n (:start . 106) (:id . 65))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 116) (:start . 115)\n (:id . 66))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 118) (:start . 117)\n (:id . 67))\n ((:tag . "NNP") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 125)\n (:start . 118) (:id . 68))\n ((:tag . "VBD") (:stem . "generate") (:form . "generated") (:end . 135)\n (:start . 126) (:id . 69))\n ((:tag . "CD") (:stem . "6") (:form . "6") (:end . 137) (:start . 136)\n (:id . 70))\n ((:tag . "JJ") (:stem . "alternative") (:form . "alternative") (:end . 149)\n (:start . 138) (:id . 71))\n ((:tag . "JJ") (:stem . "target-template") (:form . "target-template")\n (:end . 165) (:start . 150) (:id . 72))\n ((:tag . "NNS") (:stem . "alignment") (:form . "alignments") (:end . 176)\n (:start . 166) (:id . 73))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 180) (:start . 177)\n (:id . 74))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 185) (:start . 181)\n (:id . 75))\n ((:tag . "NN") (:stem . "template") (:form . "template") (:end . 194)\n (:start . 186) (:id . 76))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 195) (:start . 194)\n (:id . 77))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 199) (:start . 196)\n (:id . 78))\n ((:tag . "VBN") (:stem . "obtain") (:form . "obtained") (:end . 208)\n (:start . 200) (:id . 79))\n ((:tag . "CD") (:stem . "30") (:form . "30") (:end . 211) (:start . 209)\n (:id . 80))\n ((:tag . "NNS") (:stem . "alignment") (:form . "alignments") (:end . 222)\n (:start . 212) (:id . 81))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 226) (:start . 223)\n (:id . 82))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 231) (:start . 227)\n (:id . 83))\n ((:tag . "NN") (:stem . "target") (:form . "target") (:end . 238)\n (:start . 232) (:id . 84))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 239) (:start . 238)\n (:id . 85)))@@@1@44@((:identifiers (:sid . :s15.223) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504962@unknown@formal@none@1@S@The software MODELLER was then applied to generate 30 structures for these 30 target-template alignments.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "software") (:form . "software") (:end . 12)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "modeller") (:form . "MODELLER") (:end . 21)\n (:start . 13) (:id . 44))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 25) (:start . 22)\n (:id . 45))\n ((:tag . "RB") (:stem . "then") (:form . "then") (:end . 30) (:start . 26)\n (:id . 46))\n ((:tag . "VBN") (:stem . "apply") (:form . "applied") (:end . 38)\n (:start . 31) (:id . 47))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 41) (:start . 39)\n (:id . 48))\n ((:tag . "VB") (:stem . "generate") (:form . "generate") (:end . 50)\n (:start . 42) (:id . 49))\n ((:tag . "CD") (:stem . "30") (:form . "30") (:end . 53) (:start . 51)\n (:id . 50))\n ((:tag . "NNS") (:stem . "structure") (:form . "structures") (:end . 64)\n (:start . 54) (:id . 51))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 68) (:start . 65)\n (:id . 52))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 74) (:start . 69)\n (:id . 53))\n ((:tag . "CD") (:stem . "30") (:form . "30") (:end . 77) (:start . 75)\n (:id . 54))\n ((:tag . "JJ") (:stem . "target-template") (:form . "target-template")\n (:end . 93) (:start . 78) (:id . 55))\n ((:tag . "NNS") (:stem . "alignment") (:form . "alignments") (:end . 104)\n (:start . 94) (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 105) (:start . 104)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s15.224) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504963@unknown@formal@none@1@S@Figure 7 shows the best model with the highest LGscores, assessing by the program ProQ, for each template.@(((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "CD") (:stem . "7") (:form . "7") (:end . 8) (:start . 7)\n (:id . 43))\n ((:tag . "NNS") (:stem . "show") (:form . "shows") (:end . 14) (:start . 9)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 18) (:start . 15)\n (:id . 45))\n ((:tag . "JJS") (:stem . "good") (:form . "best") (:end . 23) (:start . 19)\n (:id . 46))\n ((:tag . "NN") (:stem . "model") (:form . "model") (:end . 29) (:start . 24)\n (:id . 47))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 34) (:start . 30)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 38) (:start . 35)\n (:id . 49))\n ((:tag . "JJS") (:stem . "high") (:form . "highest") (:end . 46)\n (:start . 39) (:id . 50))\n ((:tag . "NNS") (:stem . "lgscore") (:form . "LGscores") (:end . 55)\n (:start . 47) (:id . 51))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 56) (:start . 55)\n (:id . 52))\n ((:tag . "VBG") (:stem . "assess") (:form . "assessing") (:end . 66)\n (:start . 57) (:id . 53))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 69) (:start . 67)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 73) (:start . 70)\n (:id . 55))\n ((:tag . "NN") (:stem . "program") (:form . "program") (:end . 81)\n (:start . 74) (:id . 56))\n ((:tag . "NNP") (:stem . "ProQ") (:form . "ProQ") (:end . 86) (:start . 82)\n (:id . 57))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 87) (:start . 86)\n (:id . 58))\n ((:tag . "IN") (:stem . "for") (:form . "for") (:end . 91) (:start . 88)\n (:id . 59))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 96) (:start . 92)\n (:id . 60))\n ((:tag . "NN") (:stem . "template") (:form . "template") (:end . 105)\n (:start . 97) (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 106) (:start . 105)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s15.225) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504964@unknown@formal@none@1@S@The model generated by the template 1nv8A was selected as the final model, because it had the best LGscore (2.838) among these 30 models.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "model") (:form . "model") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . "VBN") (:stem . "generate") (:form . "generated") (:end . 19)\n (:start . 10) (:id . 44))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 22) (:start . 20)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 26) (:start . 23)\n (:id . 46))\n ((:tag . "NN") (:stem . "template") (:form . "template") (:end . 35)\n (:start . 27) (:id . 47))\n ((:tag . "NNP") (:stem . "1nv8A") (:form . "1nv8A") (:end . 41) (:start . 36)\n (:id . 48))\n ((:tag . "VBD") (:stem . "be") (:form . "was") (:end . 45) (:start . 42)\n (:id . 49))\n ((:tag . "VBN") (:stem . "select") (:form . "selected") (:end . 54)\n (:start . 46) (:id . 50))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 57) (:start . 55)\n (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 61) (:start . 58)\n (:id . 52))\n ((:tag . "JJ") (:stem . "final") (:form . "final") (:end . 67) (:start . 62)\n (:id . 53))\n ((:tag . "NN") (:stem . "model") (:form . "model") (:end . 73) (:start . 68)\n (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 74) (:start . 73)\n (:id . 55))\n ((:tag . "IN") (:stem . "because") (:form . "because") (:end . 82)\n (:start . 75) (:id . 56))\n ((:tag . "PRP") (:stem . "it") (:form . "it") (:end . 85) (:start . 83)\n (:id . 57))\n ((:tag . "VBD") (:stem . "have") (:form . "had") (:end . 89) (:start . 86)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 93) (:start . 90)\n (:id . 59))\n ((:tag . "JJS") (:stem . "good") (:form . "best") (:end . 98) (:start . 94)\n (:id . 60))\n ((:tag . "NN") (:stem . "lgscore") (:form . "LGscore") (:end . 106)\n (:start . 99) (:id . 61))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 108) (:start . 107)\n (:id . 62))\n ((:tag . "CD") (:stem . "2.838") (:form . "2.838") (:end . 113)\n (:start . 108) (:id . 63))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 114) (:start . 113)\n (:id . 64))\n ((:tag . "IN") (:stem . "among") (:form . "among") (:end . 120)\n (:start . 115) (:id . 65))\n ((:tag . "DT") (:stem . "these") (:form . "these") (:end . 126)\n (:start . 121) (:id . 66))\n ((:tag . "CD") (:stem . "30") (:form . "30") (:end . 129) (:start . 127)\n (:id . 67))\n ((:tag . "NNS") (:stem . "model") (:form . "models") (:end . 136)\n (:start . 130) (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 137) (:start . 136)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s15.226) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504965@unknown@formal@none@1@S@The GDT_TS score of this final model is 61.65.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NNP") (:stem . "GDT_TS") (:form . "GDT_TS") (:end . 10)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "score") (:form . "score") (:end . 16) (:start . 11)\n (:id . 44))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 19) (:start . 17)\n (:id . 45))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 24) (:start . 20)\n (:id . 46))\n ((:tag . "JJ") (:stem . "final") (:form . "final") (:end . 30) (:start . 25)\n (:id . 47))\n ((:tag . "NN") (:stem . "model") (:form . "model") (:end . 36) (:start . 31)\n (:id . 48))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 39) (:start . 37)\n (:id . 49))\n ((:tag . "CD") (:stem . "61.65") (:form . "61.65") (:end . 45) (:start . 40)\n (:id . 50))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 46) (:start . 45)\n (:id . 51)))@@@1@10@((:identifiers (:sid . :s15.227) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504966@unknown@formal@none@1@S@The (PS)2-v2 server using multiple models is often able to effectively improve accuracies when the E-value between the target and the template is more than 0.01.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 5) (:start . 4) (:id . 43))\n ((:tag . "JJ") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 12)\n (:start . 5) (:id . 44))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 19)\n (:start . 13) (:id . 45))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 25) (:start . 20)\n (:id . 46))\n ((:tag . "JJ") (:stem . "multiple") (:form . "multiple") (:end . 34)\n (:start . 26) (:id . 47))\n ((:tag . "NNS") (:stem . "model") (:form . "models") (:end . 41)\n (:start . 35) (:id . 48))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 44) (:start . 42)\n (:id . 49))\n ((:tag . "RB") (:stem . "often") (:form . "often") (:end . 50) (:start . 45)\n (:id . 50))\n ((:tag . "JJ") (:stem . "able") (:form . "able") (:end . 55) (:start . 51)\n (:id . 51))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 58) (:start . 56)\n (:id . 52))\n ((:tag . "RB") (:stem . "effectively") (:form . "effectively") (:end . 70)\n (:start . 59) (:id . 53))\n ((:tag . "VB") (:stem . "improve") (:form . "improve") (:end . 78)\n (:start . 71) (:id . 54))\n ((:tag . "NNS") (:stem . "accuracy") (:form . "accuracies") (:end . 89)\n (:start . 79) (:id . 55))\n ((:tag . "WRB") (:stem . "when") (:form . "when") (:end . 94) (:start . 90)\n (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 98) (:start . 95)\n (:id . 57))\n ((:tag . "NN") (:stem . "e-value") (:form . "E-value") (:end . 106)\n (:start . 99) (:id . 58))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 114)\n (:start . 107) (:id . 59))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 118) (:start . 115)\n (:id . 60))\n ((:tag . "NN") (:stem . "target") (:form . "target") (:end . 125)\n (:start . 119) (:id . 61))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 129) (:start . 126)\n (:id . 62))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 133) (:start . 130)\n (:id . 63))\n ((:tag . "NN") (:stem . "template") (:form . "template") (:end . 142)\n (:start . 134) (:id . 64))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 145) (:start . 143)\n (:id . 65))\n ((:tag . "JJR") (:stem . "more") (:form . "more") (:end . 150) (:start . 146)\n (:id . 66))\n ((:tag . "IN") (:stem . "than") (:form . "than") (:end . 155) (:start . 151)\n (:id . 67))\n ((:tag . "CD") (:stem . "0.01") (:form . "0.01") (:end . 160) (:start . 156)\n (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 161) (:start . 160)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s15.228) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504967@unknown@formal@none@1@S@The average GDT_TS improvements are 8.53 and 2.23, respectively, when the E-value ≥ 0.01 and E-value ≤ 1e-6.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "average") (:form . "average") (:end . 11)\n (:start . 4) (:id . 43))\n ((:tag . "NNP") (:stem . "GDT_TS") (:form . "GDT_TS") (:end . 18)\n (:start . 12) (:id . 44))\n ((:tag . "NNS") (:stem . "improvement") (:form . "improvements") (:end . 31)\n (:start . 19) (:id . 45))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 35) (:start . 32)\n (:id . 46))\n ((:tag . "CD") (:stem . "8.53") (:form . "8.53") (:end . 40) (:start . 36)\n (:id . 47))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 44) (:start . 41)\n (:id . 48))\n ((:tag . "CD") (:stem . "2.23") (:form . "2.23") (:end . 49) (:start . 45)\n (:id . 49))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 50) (:start . 49)\n (:id . 50))\n ((:tag . "RB") (:stem . "respectively") (:form . "respectively") (:end . 63)\n (:start . 51) (:id . 51))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 64) (:start . 63)\n (:id . 52))\n ((:tag . "WRB") (:stem . "when") (:form . "when") (:end . 69) (:start . 65)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 73) (:start . 70)\n (:id . 54))\n ((:tag . "NNP") (:stem . "E-value") (:form . "E-value") (:end . 81)\n (:start . 74) (:id . 55))\n ((:tag . "NNP") (:stem . "≥") (:form . "≥") (:end . 83) (:start . 82)\n (:id . 56))\n ((:tag . "CD") (:stem . "0.01") (:form . "0.01") (:end . 88) (:start . 84)\n (:id . 57))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 92) (:start . 89)\n (:id . 58))\n ((:tag . "NNP") (:stem . "E-value") (:form . "E-value") (:end . 100)\n (:start . 93) (:id . 59))\n ((:tag . "NNP") (:stem . "≤") (:form . "≤") (:end . 102) (:start . 101)\n (:id . 60))\n ((:tag . "CD") (:stem . "1e-6") (:form . "1e-6") (:end . 107) (:start . 103)\n (:id . 61))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 108) (:start . 107)\n (:id . 62)))@@@1@21@((:identifiers (:sid . :s15.229) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504968@unknown@formal@none@1@S@(PS)2-v2 models the target T0471 in CASP 8 using multiple models.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "JJ") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 8)\n (:start . 1) (:id . 43))\n ((:tag . "NNS") (:stem . "model") (:form . "models") (:end . 15) (:start . 9)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 19) (:start . 16)\n (:id . 45))\n ((:tag . "NN") (:stem . "target") (:form . "target") (:end . 26)\n (:start . 20) (:id . 46))\n ((:tag . "NN") (:stem . "t0471") (:form . "T0471") (:end . 32) (:start . 27)\n (:id . 47))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 35) (:start . 33)\n (:id . 48))\n ((:tag . "NNP") (:stem . "CASP") (:form . "CASP") (:end . 40) (:start . 36)\n (:id . 49))\n ((:tag . "CD") (:stem . "8") (:form . "8") (:end . 42) (:start . 41)\n (:id . 50))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 48) (:start . 43)\n (:id . 51))\n ((:tag . "JJ") (:stem . "multiple") (:form . "multiple") (:end . 57)\n (:start . 49) (:id . 52))\n ((:tag . "NNS") (:stem . "model") (:form . "models") (:end . 64)\n (:start . 58) (:id . 53))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 65) (:start . 64)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s15.230) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504969@unknown@formal@none@1@S@This server models T0471 by selecting top-ranking five structures (PDB code 2nwrA, 1peaA, 1nv8A, 1ufrA and 1v2dA) as templates using S2A2 matrix and PSSM scoring matrices.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 11) (:start . 5)\n (:id . 43))\n ((:tag . "NNS") (:stem . "model") (:form . "models") (:end . 18)\n (:start . 12) (:id . 44))\n ((:tag . "NN") (:stem . "t0471") (:form . "T0471") (:end . 24) (:start . 19)\n (:id . 45))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 27) (:start . 25)\n (:id . 46))\n ((:tag . "VBG") (:stem . "select") (:form . "selecting") (:end . 37)\n (:start . 28) (:id . 47))\n ((:tag . "JJ") (:stem . "top-ranking") (:form . "top-ranking") (:end . 49)\n (:start . 38) (:id . 48))\n ((:tag . "CD") (:stem . "five") (:form . "five") (:end . 54) (:start . 50)\n (:id . 49))\n ((:tag . "NNS") (:stem . "structure") (:form . "structures") (:end . 65)\n (:start . 55) (:id . 50))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 67) (:start . 66)\n (:id . 51))\n ((:tag . "NNP") (:stem . "PDB") (:form . "PDB") (:end . 70) (:start . 67)\n (:id . 52))\n ((:tag . "NN") (:stem . "code") (:form . "code") (:end . 75) (:start . 71)\n (:id . 53))\n ((:tag . "NNP") (:stem . "2nwrA") (:form . "2nwrA") (:end . 81) (:start . 76)\n (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 82) (:start . 81)\n (:id . 55))\n ((:tag . "NNP") (:stem . "1peaA") (:form . "1peaA") (:end . 88) (:start . 83)\n (:id . 56))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 89) (:start . 88)\n (:id . 57))\n ((:tag . "NNP") (:stem . "1nv8A") (:form . "1nv8A") (:end . 95) (:start . 90)\n (:id . 58))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 96) (:start . 95)\n (:id . 59))\n ((:tag . "NNP") (:stem . "1ufrA") (:form . "1ufrA") (:end . 102)\n (:start . 97) (:id . 60))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 106) (:start . 103)\n (:id . 61))\n ((:tag . "NNP") (:stem . "1v2dA") (:form . "1v2dA") (:end . 112)\n (:start . 107) (:id . 62))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 113) (:start . 112)\n (:id . 63))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 116) (:start . 114)\n (:id . 64))\n ((:tag . "NNS") (:stem . "template") (:form . "templates") (:end . 126)\n (:start . 117) (:id . 65))\n ((:tag . "VBG") (:stem . "use") (:form . "using") (:end . 132) (:start . 127)\n (:id . 66))\n ((:tag . "NN") (:stem . "s2a2") (:form . "S2A2") (:end . 137) (:start . 133)\n (:id . 67))\n ((:tag . "NN") (:stem . "matrix") (:form . "matrix") (:end . 144)\n (:start . 138) (:id . 68))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 148) (:start . 145)\n (:id . 69))\n ((:tag . "NN") (:stem . "pssm") (:form . "PSSM") (:end . 153) (:start . 149)\n (:id . 70))\n ((:tag . "NN") (:stem . "scoring") (:form . "scoring") (:end . 161)\n (:start . 154) (:id . 71))\n ((:tag . "NNS") (:stem . "matrix") (:form . "matrices") (:end . 170)\n (:start . 162) (:id . 72))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 171) (:start . 170)\n (:id . 73)))@@@1@32@((:identifiers (:sid . :s15.231) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504970@unknown@formal@none@1@S@For each template, (PS)2-v2 generates 5 structures and (D) the final model (1nv8) is identified by the program ProQ based on LGscore.@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "each") (:form . "each") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "template") (:form . "template") (:end . 17)\n (:start . 9) (:id . 44))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 18) (:start . 17)\n (:id . 45))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 20) (:start . 19)\n (:id . 46))\n ((:tag . "NNP") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 27)\n (:start . 20) (:id . 47))\n ((:tag . "VBZ") (:stem . "generate") (:form . "generates") (:end . 37)\n (:start . 28) (:id . 48))\n ((:tag . "CD") (:stem . "5") (:form . "5") (:end . 39) (:start . 38)\n (:id . 49))\n ((:tag . "NNS") (:stem . "structure") (:form . "structures") (:end . 50)\n (:start . 40) (:id . 50))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 54) (:start . 51)\n (:id . 51))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 56) (:start . 55)\n (:id . 52))\n ((:tag . "NNP") (:stem . "D") (:form . "D") (:end . 57) (:start . 56)\n (:id . 53))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 58) (:start . 57)\n (:id . 54))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 62) (:start . 59)\n (:id . 55))\n ((:tag . "JJ") (:stem . "final") (:form . "final") (:end . 68) (:start . 63)\n (:id . 56))\n ((:tag . "NN") (:stem . "model") (:form . "model") (:end . 74) (:start . 69)\n (:id . 57))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 76) (:start . 75)\n (:id . 58))\n ((:tag . "CD") (:stem . "1nv8") (:form . "1nv8") (:end . 80) (:start . 76)\n (:id . 59))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 81) (:start . 80)\n (:id . 60))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 84) (:start . 82)\n (:id . 61))\n ((:tag . "VBN") (:stem . "identify") (:form . "identified") (:end . 95)\n (:start . 85) (:id . 62))\n ((:tag . "IN") (:stem . "by") (:form . "by") (:end . 98) (:start . 96)\n (:id . 63))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 102) (:start . 99)\n (:id . 64))\n ((:tag . "NN") (:stem . "program") (:form . "program") (:end . 110)\n (:start . 103) (:id . 65))\n ((:tag . "NNP") (:stem . "ProQ") (:form . "ProQ") (:end . 115) (:start . 111)\n (:id . 66))\n ((:tag . "VBN") (:stem . "base") (:form . "based") (:end . 121)\n (:start . 116) (:id . 67))\n ((:tag . "IN") (:stem . "on") (:form . "on") (:end . 124) (:start . 122)\n (:id . 68))\n ((:tag . "NNP") (:stem . "LGscore") (:form . "LGscore") (:end . 132)\n (:start . 125) (:id . 69))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 133) (:start . 132)\n (:id . 70)))@@@1@29@((:identifiers (:sid . :s15.232) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504971@unknown@formal@none@1@S@T0409 in CASP8@(((:tag . "NNP") (:stem . "T0409") (:form . "T0409") (:end . 5) (:start . 0)\n (:id . 42))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 8) (:start . 6)\n (:id . 43))\n ((:tag . "NN") (:stem . "casp8") (:form . 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"server") (:form . "server") (:end . 104)\n (:start . 98) (:id . 59))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 106) (:start . 105)\n (:id . 60))\n ((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 112)\n (:start . 106) (:id . 61))\n ((:tag . "CD") (:stem . "8") (:form . "8") (:end . 114) (:start . 113)\n (:id . 62))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 115) (:start . 114)\n (:id . 63))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 116) (:start . 115)\n (:id . 64)))@@@1@23@((:identifiers (:sid . :s15.234) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504973@unknown@formal@none@1@S@The target is the BIG_1156.2 domain of putative penicillin-binding protein MrcA from Nitrosomonas europaea ATCC 19718.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "target") (:form . 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"PS)2-v2") (:end . 163)\n (:start . 156) (:id . 64))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 170)\n (:start . 164) (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 171) (:start . 170)\n (:id . 66)))@@@1@25@((:hcues ((:id . :x15.238.1) (:span 66 74)))\n (:hscopes ((:id . :x15.238.1) (:span 66 106)))\n (:identifiers (:sid . :s15.238) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504977@unknown@formal@none@1@S@(A) The alignment between the query and the selected template, translation initiation factor 5A protein (PDB code 1bkbA), from Pyrobaculum aerophilum.@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "DT") (:stem . "a") (:form . "A") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . 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"from") (:end . 126) (:start . 122)\n (:id . 66))\n ((:tag . "NNP") (:stem . "Pyrobaculum") (:form . "Pyrobaculum") (:end . 138)\n (:start . 127) (:id . 67))\n ((:tag . "NN") (:stem . "aerophilum") (:form . "aerophilum") (:end . 149)\n (:start . 139) (:id . 68))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 150) (:start . 149)\n (:id . 69)))@@@1@28@((:identifiers (:sid . :s15.239) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504978@unknown@formal@none@1@S@(B) The superposition, the native structure of T0409 (broad, PDB code 3d0f) and the predicted structure (thin).@(((:tag . "(") (:stem . "(") (:form . "(") (:end . 1) (:start . 0) (:id . 42))\n ((:tag . "NNP") (:stem . "B") (:form . "B") (:end . 2) (:start . 1)\n (:id . 43))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 3) (:start . 2) (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "The") (:end . 7) (:start . 4)\n (:id . 45))\n ((:tag . 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".") (:end . 111) (:start . 110)\n (:id . 67)))@@@1@26@((:identifiers (:sid . :s15.240) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504979@unknown@formal@none@1@S@The green blocks are the regions that the predicted structure matches to the native structure.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "green") (:form . "green") (:end . 9) (:start . 4)\n (:id . 43))\n ((:tag . "NNS") (:stem . "block") (:form . "blocks") (:end . 16)\n (:start . 10) (:id . 44))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 20) (:start . 17)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 24) (:start . 21)\n (:id . 46))\n ((:tag . "NNS") (:stem . "region") (:form . "regions") (:end . 32)\n (:start . 25) (:id . 47))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 37) (:start . 33)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 41) (:start . 38)\n (:id . 49))\n ((:tag . "VBN") (:stem . "predict") (:form . "predicted") (:end . 51)\n (:start . 42) (:id . 50))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 61)\n (:start . 52) (:id . 51))\n ((:tag . "VBZ") (:stem . "match") (:form . "matches") (:end . 69)\n (:start . 62) (:id . 52))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 72) (:start . 70)\n (:id . 53))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 76) (:start . 73)\n (:id . 54))\n ((:tag . "JJ") (:stem . "native") (:form . "native") (:end . 83)\n (:start . 77) (:id . 55))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 93)\n (:start . 84) (:id . 56))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 94) (:start . 93)\n (:id . 57)))@@@1@16@((:identifiers (:sid . :s15.241) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504980@unknown@formal@none@1@S@The yellow and purple blocks indicate the shift errors between predicted structure and native structure, the Cα distances between them are <5 A and >5 A, respectively.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "yellow") (:form . "yellow") (:end . 10) (:start . 4)\n (:id . 43))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 14) (:start . 11)\n (:id . 44))\n ((:tag . "JJ") (:stem . "purple") (:form . "purple") (:end . 21)\n (:start . 15) (:id . 45))\n ((:tag . "NNS") (:stem . "block") (:form . "blocks") (:end . 28)\n (:start . 22) (:id . 46))\n ((:tag . "VBP") (:stem . "indicate") (:form . "indicate") (:end . 37)\n (:start . 29) (:id . 47))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 41) (:start . 38)\n (:id . 48))\n ((:tag . "NN") (:stem . "shift") (:form . "shift") (:end . 47) (:start . 42)\n (:id . 49))\n ((:tag . "NNS") (:stem . "error") (:form . "errors") (:end . 54)\n (:start . 48) (:id . 50))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 62)\n (:start . 55) (:id . 51))\n ((:tag . "VBN") (:stem . "predict") (:form . "predicted") (:end . 72)\n (:start . 63) (:id . 52))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 82)\n (:start . 73) (:id . 53))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 86) (:start . 83)\n (:id . 54))\n ((:tag . "JJ") (:stem . "native") (:form . "native") (:end . 93)\n (:start . 87) (:id . 55))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 103)\n (:start . 94) (:id . 56))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 104) (:start . 103)\n (:id . 57))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 108) (:start . 105)\n (:id . 58))\n ((:tag . "NNP") (:stem . "Cα") (:form . "Cα") (:end . 111) (:start . 109)\n (:id . 59))\n ((:tag . "NNS") (:stem . "distance") (:form . "distances") (:end . 121)\n (:start . 112) (:id . 60))\n ((:tag . "IN") (:stem . "between") (:form . "between") (:end . 129)\n (:start . 122) (:id . 61))\n ((:tag . "PRP") (:stem . "them") (:form . "them") (:end . 134) (:start . 130)\n (:id . 62))\n ((:tag . "VBP") (:stem . "be") (:form . "are") (:end . 138) (:start . 135)\n (:id . 63))\n ((:tag . "CD") (:stem . "<5") (:form . "<5") (:end . 141) (:start . 139)\n (:id . 64))\n ((:tag . "NN") (:stem . "a") (:form . "A") (:end . 143) (:start . 142)\n (:id . 65))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 147) (:start . 144)\n (:id . 66))\n ((:tag . "CD") (:stem . ">5") (:form . ">5") (:end . 150) (:start . 148)\n (:id . 67))\n ((:tag . "NN") (:stem . "a") (:form . "A") (:end . 152) (:start . 151)\n (:id . 68))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 153) (:start . 152)\n (:id . 69))\n ((:tag . "RB") (:stem . "respectively") (:form . "respectively") (:end . 166)\n (:start . 154) (:id . 70))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 167) (:start . 166)\n (:id . 71)))@@@1@30@((:identifiers (:sid . :s15.242) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|FigureLegend|)))@oe@9-2-2011 5504981@unknown@formal@none@1@S@For the target T0409, the (PS)2-v2 server selected the C-terminal domain of translation initiation factor 5A protein (PDB code 1bkb) from Pyrobaculum aerophilum as the template [40].@(((:tag . "IN") (:stem . "for") (:form . "For") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 7) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "target") (:form . "target") (:end . 14) (:start . 8)\n (:id . 44))\n ((:tag . "NN") (:stem . "t0409") (:form . "T0409") (:end . 20) (:start . 15)\n (:id . 45))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 21) (:start . 20)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 25) (:start . 22)\n (:id . 47))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 27) (:start . 26)\n (:id . 48))\n ((:tag . "NN") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 34)\n (:start . 27) (:id . 49))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 41)\n (:start . 35) (:id . 50))\n ((:tag . "VBD") (:stem . "select") (:form . "selected") (:end . 50)\n (:start . 42) (:id . 51))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 54) (:start . 51)\n (:id . 52))\n ((:tag . "JJ") (:stem . "c-terminal") (:form . "C-terminal") (:end . 65)\n (:start . 55) (:id . 53))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 72)\n (:start . 66) (:id . 54))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 75) (:start . 73)\n (:id . 55))\n ((:tag . "NN") (:stem . "translation") (:form . "translation") (:end . 87)\n (:start . 76) (:id . 56))\n ((:tag . "NN") (:stem . "initiation") (:form . "initiation") (:end . 98)\n (:start . 88) (:id . 57))\n ((:tag . "NN") (:stem . "factor") (:form . "factor") (:end . 105)\n (:start . 99) (:id . 58))\n ((:tag . "NN") (:stem . "5a") (:form . "5A") (:end . 108) (:start . 106)\n (:id . 59))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 116)\n (:start . 109) (:id . 60))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 118) (:start . 117)\n (:id . 61))\n ((:tag . "NNP") (:stem . "PDB") (:form . "PDB") (:end . 121) (:start . 118)\n (:id . 62))\n ((:tag . "NN") (:stem . "code") (:form . "code") (:end . 126) (:start . 122)\n (:id . 63))\n ((:tag . "NN") (:stem . "1bkb") (:form . "1bkb") (:end . 131) (:start . 127)\n (:id . 64))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 132) (:start . 131)\n (:id . 65))\n ((:tag . "IN") (:stem . "from") (:form . "from") (:end . 137) (:start . 133)\n (:id . 66))\n ((:tag . "NNP") (:stem . "Pyrobaculum") (:form . "Pyrobaculum") (:end . 149)\n (:start . 138) (:id . 67))\n ((:tag . "NN") (:stem . "aerophilum") (:form . "aerophilum") (:end . 160)\n (:start . 150) (:id . 68))\n ((:tag . "IN") (:stem . "as") (:form . "as") (:end . 163) (:start . 161)\n (:id . 69))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 167) (:start . 164)\n (:id . 70))\n ((:tag . "NN") (:stem . "template") (:form . "template") (:end . 176)\n (:start . 168) (:id . 71))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 178) (:start . 177)\n (:id . 72))\n ((:tag . "CD") (:stem . "40") (:form . "40") (:end . 180) (:start . 178)\n (:id . 73))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 181) (:start . 180)\n (:id . 74))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 182) (:start . 181)\n (:id . 75)))@@@1@34@((:identifiers (:sid . :s15.243) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504982@unknown@formal@none@1@S@The C-terminal domain is found to be homologous to the cold-shock protein CspA of E. coli, which has a well characterized RNA-binding fold.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJ") (:stem . "c-terminal") (:form . "C-terminal") (:end . 14)\n (:start . 4) (:id . 43))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 21)\n (:start . 15) (:id . 44))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 24) (:start . 22)\n (:id . 45))\n ((:tag . "VBN") (:stem . "find") (:form . "found") (:end . 30) (:start . 25)\n (:id . 46))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 33) (:start . 31)\n (:id . 47))\n ((:tag . "VB") (:stem . "be") (:form . "be") (:end . 36) (:start . 34)\n (:id . 48))\n ((:tag . "JJ") (:stem . "homologous") (:form . "homologous") (:end . 47)\n (:start . 37) (:id . 49))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 50) (:start . 48)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 54) (:start . 51)\n (:id . 51))\n ((:tag . "JJ") (:stem . "cold-shock") (:form . "cold-shock") (:end . 65)\n (:start . 55) (:id . 52))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 73)\n (:start . 66) (:id . 53))\n ((:tag . "NNP") (:stem . "CspA") (:form . "CspA") (:end . 78) (:start . 74)\n (:id . 54))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 81) (:start . 79)\n (:id . 55))\n ((:tag . "FW") (:stem . "e.") (:form . "E.") (:end . 84) (:start . 82)\n (:id . 56))\n ((:tag . "FW") (:stem . "coli") (:form . "coli") (:end . 89) (:start . 85)\n (:id . 57))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 90) (:start . 89)\n (:id . 58))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 96) (:start . 91)\n (:id . 59))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 100) (:start . 97)\n (:id . 60))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 102) (:start . 101)\n (:id . 61))\n ((:tag . "RB") (:stem . "well") (:form . "well") (:end . 107) (:start . 103)\n (:id . 62))\n ((:tag . "VBN") (:stem . "characterize") (:form . "characterized")\n (:end . 121) (:start . 108) (:id . 63))\n ((:tag . "JJ") (:stem . "rna-binding") (:form . "RNA-binding") (:end . 133)\n (:start . 122) (:id . 64))\n ((:tag . "RB") (:stem . "fold") (:form . "fold") (:end . 138) (:start . 134)\n (:id . 65))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 139) (:start . 138)\n (:id . 66)))@@@1@25@((:identifiers (:sid . :s15.244) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504983@unknown@formal@none@1@S@The best template reported in the CASP8 website is the yeast exosome core, Rrp44 (PDB code 2vnvD) [41], which contains four domains (CSD1, CSD2, RNB and S1).@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "JJS") (:stem . "good") (:form . "best") (:end . 8) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "template") (:form . "template") (:end . 17)\n (:start . 9) (:id . 44))\n ((:tag . "VBN") (:stem . "report") (:form . "reported") (:end . 26)\n (:start . 18) (:id . 45))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 29) (:start . 27)\n (:id . 46))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 33) (:start . 30)\n (:id . 47))\n ((:tag . "NN") (:stem . "casp8") (:form . "CASP8") (:end . 39) (:start . 34)\n (:id . 48))\n ((:tag . "NN") (:stem . "website") (:form . "website") (:end . 47)\n (:start . 40) (:id . 49))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 50) (:start . 48)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 54) (:start . 51)\n (:id . 51))\n ((:tag . "NN") (:stem . "yeast") (:form . "yeast") (:end . 60) (:start . 55)\n (:id . 52))\n ((:tag . "NN") (:stem . "exosome") (:form . "exosome") (:end . 68)\n (:start . 61) (:id . 53))\n ((:tag . "NN") (:stem . "core") (:form . "core") (:end . 73) (:start . 69)\n (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 74) (:start . 73)\n (:id . 55))\n ((:tag . "NNP") (:stem . "Rrp44") (:form . "Rrp44") (:end . 80) (:start . 75)\n (:id . 56))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 82) (:start . 81)\n (:id . 57))\n ((:tag . "NNP") (:stem . "PDB") (:form . "PDB") (:end . 85) (:start . 82)\n (:id . 58))\n ((:tag . "NN") (:stem . "code") (:form . "code") (:end . 90) (:start . 86)\n (:id . 59))\n ((:tag . "NN") (:stem . "2vnvd") (:form . "2vnvD") (:end . 96) (:start . 91)\n (:id . 60))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 97) (:start . 96)\n (:id . 61))\n ((:tag . "(") (:stem . "[") (:form . "[") (:end . 99) (:start . 98)\n (:id . 62))\n ((:tag . "CD") (:stem . "41") (:form . "41") (:end . 101) (:start . 99)\n (:id . 63))\n ((:tag . ")") (:stem . "]") (:form . "]") (:end . 102) (:start . 101)\n (:id . 64))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 103) (:start . 102)\n (:id . 65))\n ((:tag . "WDT") (:stem . "which") (:form . "which") (:end . 109)\n (:start . 104) (:id . 66))\n ((:tag . "VBZ") (:stem . "contain") (:form . "contains") (:end . 118)\n (:start . 110) (:id . 67))\n ((:tag . "CD") (:stem . "four") (:form . "four") (:end . 123) (:start . 119)\n (:id . 68))\n ((:tag . "NNS") (:stem . "domain") (:form . "domains") (:end . 131)\n (:start . 124) (:id . 69))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 133) (:start . 132)\n (:id . 70))\n ((:tag . "NNP") (:stem . "CSD1") (:form . "CSD1") (:end . 137) (:start . 133)\n (:id . 71))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 138) (:start . 137)\n (:id . 72))\n ((:tag . "NNP") (:stem . "CSD2") (:form . "CSD2") (:end . 143) (:start . 139)\n (:id . 73))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 144) (:start . 143)\n (:id . 74))\n ((:tag . "NNP") (:stem . "RNB") (:form . "RNB") (:end . 148) (:start . 145)\n (:id . 75))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 152) (:start . 149)\n (:id . 76))\n ((:tag . "NNP") (:stem . "S1") (:form . "S1") (:end . 155) (:start . 153)\n (:id . 77))\n ((:tag . ")") (:stem . ")") (:form . ")") (:end . 156) (:start . 155)\n (:id . 78))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 157) (:start . 156)\n (:id . 79)))@@@1@38@((:identifiers (:sid . :s15.245) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504984@unknown@formal@none@1@S@The S1 domain has the most similar structure to the target T0409-D1.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "s1") (:form . "S1") (:end . 6) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 13) (:start . 7)\n (:id . 44))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 17) (:start . 14)\n (:id . 45))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 21) (:start . 18)\n (:id . 46))\n ((:tag . "RBS") (:stem . "most") (:form . "most") (:end . 26) (:start . 22)\n (:id . 47))\n ((:tag . "JJ") (:stem . "similar") (:form . "similar") (:end . 34)\n (:start . 27) (:id . 48))\n ((:tag . "NN") (:stem . "structure") (:form . "structure") (:end . 44)\n (:start . 35) (:id . 49))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 47) (:start . 45)\n (:id . 50))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 51) (:start . 48)\n (:id . 51))\n ((:tag . "NN") (:stem . "target") (:form . "target") (:end . 58)\n (:start . 52) (:id . 52))\n ((:tag . "NN") (:stem . "t0409-d1") (:form . "T0409-D1") (:end . 67)\n (:start . 59) (:id . 53))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 68) (:start . 67)\n (:id . 54)))@@@1@13@((:identifiers (:sid . :s15.246) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504985@unknown@formal@none@1@S@The S1 domain also has a common OB fold characteristic of RNA-binding protein, with five anti-parallel ß strands.@(((:tag . "DT") (:stem . "the") (:form . "The") (:end . 3) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "s1") (:form . "S1") (:end . 6) (:start . 4)\n (:id . 43))\n ((:tag . "NN") (:stem . "domain") (:form . "domain") (:end . 13) (:start . 7)\n (:id . 44))\n ((:tag . "RB") (:stem . "also") (:form . "also") (:end . 18) (:start . 14)\n (:id . 45))\n ((:tag . "VBZ") (:stem . "have") (:form . "has") (:end . 22) (:start . 19)\n (:id . 46))\n ((:tag . "DT") (:stem . "a") (:form . "a") (:end . 24) (:start . 23)\n (:id . 47))\n ((:tag . "JJ") (:stem . "common") (:form . "common") (:end . 31)\n (:start . 25) (:id . 48))\n ((:tag . "NN") (:stem . "ob") (:form . "OB") (:end . 34) (:start . 32)\n (:id . 49))\n ((:tag . "RB") (:stem . "fold") (:form . "fold") (:end . 39) (:start . 35)\n (:id . 50))\n ((:tag . "JJ") (:stem . "characteristic") (:form . "characteristic")\n (:end . 54) (:start . 40) (:id . 51))\n ((:tag . "IN") (:stem . "of") (:form . "of") (:end . 57) (:start . 55)\n (:id . 52))\n ((:tag . "JJ") (:stem . "rna-binding") (:form . "RNA-binding") (:end . 69)\n (:start . 58) (:id . 53))\n ((:tag . "NN") (:stem . "protein") (:form . "protein") (:end . 77)\n (:start . 70) (:id . 54))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 78) (:start . 77)\n (:id . 55))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 83) (:start . 79)\n (:id . 56))\n ((:tag . "CD") (:stem . "five") (:form . "five") (:end . 88) (:start . 84)\n (:id . 57))\n ((:tag . "JJ") (:stem . "anti-parallel") (:form . "anti-parallel")\n (:end . 102) (:start . 89) (:id . 58))\n ((:tag . "NN") (:stem . "ß") (:form . "ß") (:end . 104) (:start . 103)\n (:id . 59))\n ((:tag . "NNS") (:stem . "strand") (:form . "strands") (:end . 112)\n (:start . 105) (:id . 60))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 113) (:start . 112)\n (:id . 61)))@@@1@20@((:identifiers (:sid . :s15.247) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504986@unknown@formal@none@1@S@Figure 8A shows the target-template alignment and the template shares 17.0% sequence identity with the query sequence.@(((:tag . "NNP") (:stem . "Figure") (:form . "Figure") (:end . 6) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "8a") (:form . "8A") (:end . 9) (:start . 7)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "show") (:form . "shows") (:end . 15) (:start . 10)\n (:id . 44))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 19) (:start . 16)\n (:id . 45))\n ((:tag . "JJ") (:stem . "target-template") (:form . "target-template")\n (:end . 35) (:start . 20) (:id . 46))\n ((:tag . "NN") (:stem . "alignment") (:form . "alignment") (:end . 45)\n (:start . 36) (:id . 47))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 49) (:start . 46)\n (:id . 48))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 53) (:start . 50)\n (:id . 49))\n ((:tag . "NN") (:stem . "template") (:form . "template") (:end . 62)\n (:start . 54) (:id . 50))\n ((:tag . "NNS") (:stem . "share") (:form . "shares") (:end . 69)\n (:start . 63) (:id . 51))\n ((:tag . "CD") (:stem . "17.0") (:form . "17.0") (:end . 74) (:start . 70)\n (:id . 52))\n ((:tag . "NN") (:stem . "%") (:form . "%") (:end . 75) (:start . 74)\n (:id . 53))\n ((:tag . "NN") (:stem . "sequence") (:form . "sequence") (:end . 84)\n (:start . 76) (:id . 54))\n ((:tag . "NN") (:stem . "identity") (:form . "identity") (:end . 93)\n (:start . 85) (:id . 55))\n ((:tag . "IN") (:stem . "with") (:form . "with") (:end . 98) (:start . 94)\n (:id . 56))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 102) (:start . 99)\n (:id . 57))\n ((:tag . "NN") (:stem . "query") (:form . "query") (:end . 108)\n (:start . 103) (:id . 58))\n ((:tag . 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(:end . 120) (:start . 119)\n (:id . 65)))@@@1@24@((:identifiers (:sid . :s15.250) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504989@unknown@formal@none@1@S@Conclusion@(((:tag . "NN") (:stem . "conclusion") (:form . "Conclusion") (:end . 10)\n (:start . 0) (:id . 42)))@@@1@1@((:identifiers (:sid . :s15.251) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|SectionTitle|)))@oe@9-2-2011 5504990@unknown@formal@none@1@S@This study presents an automatic server for protein structure predictions by applying numerous enhancements and modifications to the original technique, thereby improving the reliability and applicability.@(((:tag . "DT") (:stem . "this") (:form . "This") (:end . 4) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "study") (:form . "study") (:end . 10) (:start . 5)\n (:id . 43))\n ((:tag . "VBZ") (:stem . "present") (:form . 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"numerous") (:end . 94)\n (:start . 86) (:id . 54))\n ((:tag . "NNS") (:stem . "enhancement") (:form . "enhancements") (:end . 107)\n (:start . 95) (:id . 55))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 111) (:start . 108)\n (:id . 56))\n ((:tag . "NNS") (:stem . "modification") (:form . "modifications")\n (:end . 125) (:start . 112) (:id . 57))\n ((:tag . "TO") (:stem . "to") (:form . "to") (:end . 128) (:start . 126)\n (:id . 58))\n ((:tag . "DT") (:stem . "the") (:form . "the") (:end . 132) (:start . 129)\n (:id . 59))\n ((:tag . "JJ") (:stem . "original") (:form . "original") (:end . 141)\n (:start . 133) (:id . 60))\n ((:tag . "NN") (:stem . "technique") (:form . "technique") (:end . 151)\n (:start . 142) (:id . 61))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 152) (:start . 151)\n (:id . 62))\n ((:tag . "RB") (:stem . "thereby") (:form . "thereby") (:end . 160)\n (:start . 153) (:id . 63))\n ((:tag . "VBG") (:stem . "improve") (:form . 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"alignments") (:end . 213)\n (:start . 203) (:id . 73))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 214) (:start . 213)\n (:id . 74)))@@@1@33@((:identifiers (:sid . :s15.253) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504992@unknown@formal@none@1@S@In addition, our (PS)2-v2 utilizes multiple templates and multiple models for building models and assessing models.@(((:tag . "IN") (:stem . "in") (:form . "In") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "NN") (:stem . "addition") (:form . "addition") (:end . 11)\n (:start . 3) (:id . 43))\n ((:tag . ",") (:stem . ",") (:form . ",") (:end . 12) (:start . 11)\n (:id . 44))\n ((:tag . "PRP$") (:stem . "our") (:form . "our") (:end . 16) (:start . 13)\n (:id . 45))\n ((:tag . "(") (:stem . "(") (:form . "(") (:end . 18) (:start . 17)\n (:id . 46))\n ((:tag . "NN") (:stem . "PS)2-v2") (:form . "PS)2-v2") (:end . 25)\n (:start . 18) (:id . 47))\n ((:tag . 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"assessing") (:end . 107)\n (:start . 98) (:id . 58))\n ((:tag . "NNS") (:stem . "model") (:form . "models") (:end . 114)\n (:start . 108) (:id . 59))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 115) (:start . 114)\n (:id . 60)))@@@1@19@((:identifiers (:sid . :s15.254) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504993@unknown@formal@none@1@S@Experimental results demonstrate that the (PS)2-v2 server is efficient and effective for template selections and target-template alignments in template-based modeling.@(((:tag . "JJ") (:stem . "experimental") (:form . "Experimental") (:end . 12)\n (:start . 0) (:id . 42))\n ((:tag . "NNS") (:stem . "result") (:form . "results") (:end . 20)\n (:start . 13) (:id . 43))\n ((:tag . "VBP") (:stem . "demonstrate") (:form . "demonstrate") (:end . 32)\n (:start . 21) (:id . 44))\n ((:tag . "IN") (:stem . "that") (:form . 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"NNS") (:stem . "selection") (:form . "selections") (:end . 108)\n (:start . 98) (:id . 56))\n ((:tag . "CC") (:stem . "and") (:form . "and") (:end . 112) (:start . 109)\n (:id . 57))\n ((:tag . "JJ") (:stem . "target-template") (:form . "target-template")\n (:end . 128) (:start . 113) (:id . 58))\n ((:tag . "NNS") (:stem . "alignment") (:form . "alignments") (:end . 139)\n (:start . 129) (:id . 59))\n ((:tag . "IN") (:stem . "in") (:form . "in") (:end . 142) (:start . 140)\n (:id . 60))\n ((:tag . "JJ") (:stem . "template-based") (:form . "template-based")\n (:end . 157) (:start . 143) (:id . 61))\n ((:tag . "NN") (:stem . "modeling") (:form . "modeling") (:end . 166)\n (:start . 158) (:id . 62))\n ((:tag . ".") (:stem . ".") (:form . ".") (:end . 167) (:start . 166)\n (:id . 63)))@@@1@22@((:identifiers (:sid . :s15.255) (:did . :pmc2775752) (:did-type . :pmcid)\n (:dtype . :|Biological_full_article|) (:dpart . :|Text|)))@oe@9-2-2011 5504994@unknown@formal@none@1@S@We believe that this server is useful in protein structure prediction and modeling, especially in detecting homologous templates with sequence similarity in the twilight zone.@(((:tag . "PRP") (:stem . "we") (:form . "We") (:end . 2) (:start . 0)\n (:id . 42))\n ((:tag . "VBP") (:stem . "believe") (:form . "believe") (:end . 10)\n (:start . 3) (:id . 43))\n ((:tag . "IN") (:stem . "that") (:form . "that") (:end . 15) (:start . 11)\n (:id . 44))\n ((:tag . "DT") (:stem . "this") (:form . "this") (:end . 20) (:start . 16)\n (:id . 45))\n ((:tag . "NN") (:stem . "server") (:form . "server") (:end . 27)\n (:start . 21) (:id . 46))\n ((:tag . "VBZ") (:stem . "be") (:form . "is") (:end . 30) (:start . 28)\n (:id . 47))\n ((:tag . "JJ") (:stem . "useful") (:form . 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