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2012 Fiscal Year Final Research Report

Prediction of carbohydrate chain-protein interaction by using carbohydrate chain structure information and its experimental verification

Research Project

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Project/Area Number 22500276
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Bioinformatics/Life informatics
Research InstitutionRitsumeikan University

Principal Investigator

ITO Masahiro  立命館大学, 生命科学部, 教授 (50388112)

Co-Investigator(Kenkyū-buntansha) ITONORI Saki  滋賀大学, 教育学部, 教授 (90324558)
Project Period (FY) 2010 – 2012
Keywords糖鎖 / 相互作用 / MD 計算 / 構造 / SVM
Research Abstract

The interaction of carbohydrate chains was analyzed to the 7 types of carbohydrate chains by using molecular dynamics simulation. We suggested three factors of changing the conformation. Moreover, we predicted inhibitory activity of two lipid mediators using support vector machine. The predicted chemical structures were analyzed a partial structures for activity in detail.

  • Research Products

    (32 results)

All 2013 2012 2011 2010

All Journal Article (9 results) (of which Peer Reviewed: 9 results) Presentation (23 results)

  • [Journal Article] Biochemical studies on sphingolipids of Artemia franciscana:complex neutral glycosphingolipids2013

    • Author(s)
      H.Kojima, Y.Tohsato, K.Kobayama, S.Itonori, M.Ito
    • Journal Title

      Glycoconjugate Journal

      Volume: 30 Pages: 257-268

    • DOI

      DOI:10.1007/s10719-012-9436-8

    • Peer Reviewed
  • [Journal Article] Parameter optimization and sensitivity analysis forlarge kinetic models using a real-coded genetic algorithm2013

    • Author(s)
      Y.Tohsato, K.Ikuta, A.Shionoya, Y.Mazaki, M .I t o
    • Journal Title

      Genes

      Volume: 518 Pages: 84-90

    • DOI

      DOI:10.1016/j.gene.2012.11.080.

    • Peer Reviewed
  • [Journal Article] ECOH: An Enzyme Commission number predictor using mutual information and a support vector machine2013

    • Author(s)
      Y.Matsuta, M. I to , Y. Tohsato
    • Journal Title

      Bioinformatics

      Volume: 29 Pages: 365-372

    • DOI

      DOI:10.1093/bioinformatics/bts700

    • Peer Reviewed
  • [Journal Article] Intrinsically disordered proteins in Human mitochondria2012

    • Author(s)
      M.Ito, Y.Tohsato, H.Sugisawa, S.Kohara, S.Fukuchi, I.Nishikawa, K. Nishikawa
    • Journal Title

      Genes to Cells

      Volume: 17 Pages: 817-825

    • DOI

      DOI:10.1111/gtc.12000.

    • Peer Reviewed
  • [Journal Article] Comparative proteomic analysis reveals differentially expressed proteins in Caenorhabditis eleganspgl-1 mutants grown at 20°C and 25°C2012

    • Author(s)
      Y.Tohsato, K.Monobe, K. Suzuki, T.Hayano, I.Kawasaki, M .I t o
    • Journal Title

      Journal of Proteomics

      Volume: 75 Pages: 4792-4801

    • DOI

      DOI:10.1016/j.jprot.2012.04.038

    • Peer Reviewed
  • [Journal Article] Biochemical Studies on Sphingolipids of Artemia franciscana: Novel Neutral Glycosphingolipids2011

    • Author(s)
      H.Kojima, T.Shimizu, M.Sugita, S . I to n or i , N.Fujita, M .I t o
    • Journal Title

      Journal of Lipid Research

      Volume: 52 Pages: 308-317

    • DOI

      DOI:10.1194/jlr.M010173.

    • Peer Reviewed
  • [Journal Article] Computational Prediction of O-linked Glycosylation Sites that are Preferentially Mapped on Intrinsically Disordered Regions of Extracellular Proteins2010

    • Author(s)
      I.Nishikawa, Y.Nakajima,M.Ito, S.Fukuchi, K.Homma,K.Nishikawa
    • Journal Title

      International Journal of Molecular Sciences

      Volume: 11 Pages: 4991-5008

    • DOI

      DOI:10.3390/ijms11124991

    • Peer Reviewed
  • [Journal Article] Environmental dependency of gene knockouts on phenotype microarray analysis in Escherichia coli2010

    • Author(s)
      Y.Tohsato, T.Baba, Y. Mazaki,M.Ito, B.L.Wanner, H.Mori
    • Journal Title

      Journal Bioinformatics and Computational Biology

      Volume: 8 Pages: 1-17

    • Peer Reviewed
  • [Journal Article] Biochemical Studies on Sphingolipiof Artemia franciscana (I) Isolatioand Characterization of Sphingomyeli2010

    • Author(s)
      H.Kojima, T.Inoue, M.SugitaS.Itonori, M.Ito
    • Journal Title

      Lipids

      Volume: 45 Pages: 635-643

    • DOI

      DOI:10.1007/s11745-010-3438-8.

    • Peer Reviewed
  • [Presentation] Parameter optimization and sensitivity analysis for large kinetic models using a real-coded genetic algorithm2012

    • Author(s)
      Y.Tohsato, K.Ikuta, A.Shionoya, Y.Mazaki, M .I t o
    • Organizer
      The 23rd International Conference on Genome Informatics
    • Place of Presentation
      発表場所:台南(台湾)
    • Year and Date
      2012-12-13
  • [Presentation] Phenotype microarrayanalysis of Escherichia coli using infinite relational model2012

    • Author(s)
      H.Sugisawa, H.Fukuda,H.Mori, M.Ito, T.Taniguchi, Y.Tohsato
    • Organizer
      The 23rd International Conference on Genome Informatics
    • Place of Presentation
      発表場所:台南(台湾)
    • Year and Date
      2012-12-13
  • [Presentation] Modeling of central metabolism with regulation of rpoS gene in Escherichia coli2012

    • Author(s)
      A.Shionoya, K.Ikuta, H.Dose,H.Mori, M.Ito, Y.Tohsato
    • Organizer
      The 23rd International Conference on Genome Informatics
    • Place of Presentation
      台南(台湾)
    • Year and Date
      2012-12-13
  • [Presentation] Parameter optimization and correlation analysis for a large kinetic model using a real-coded genetic algorithm2012

    • Author(s)
      K.Ikuta, A.Shionoya, M .I t o, Y.Tohsato
    • Organizer
      The 23rd International Conference on Genome Informatics
    • Place of Presentation
      台南(台湾)
    • Year and Date
      2012-12-13
  • [Presentation] Analysis of the phylogenetic profile of human glycosyltransferases2012

    • Author(s)
      T.Tomono, Y.Tohsato, M.Ito
    • Organizer
      The 23rd International Conference on Genome Informatics
    • Place of Presentation
      台南(台湾)
    • Year and Date
      2012-12-13
  • [Presentation] Expression and phenotype analyses of the sphingomyelin synthase genes in Caenorhabditis elegans2012

    • Author(s)
      H.Yamaji, Y.Tohsato,K.Suzuki, M.Ito
    • Organizer
      第35回日本分子生物学学会年会
    • Place of Presentation
      マリンメッセ福岡,福岡県
    • Year and Date
      2012-12-13
  • [Presentation] Proteomic analysis of hydrophobic proteins in nematode Caenorhabditis briggsae2012

    • Author(s)
      T.Itami, N.Enna, Y.Tohsato,T.Hayano, M.Ito
    • Organizer
      第35回日本分子生物学学会年会
    • Place of Presentation
      マリンメッセ福岡,福岡県
    • Year and Date
      2012-12-13
  • [Presentation] Comparative proteomic analysis for Caenorhabditis elegans pgl-1 mutants grown at 20°C and 25°C using 2D-DIGE2012

    • Author(s)
      Y.Tohsato, K.Monobe,K.Suzuki, T.Hayano, I.Kawasaki, M.Ito
    • Organizer
      5th East Asia C. elegans Meeting
    • Place of Presentation
      台北(台湾)
    • Year and Date
      2012-06-28
  • [Presentation] Quantitative analysis of mRNA expression profiles of ceramide-related genes using qRT-PCR2012

    • Author(s)
      H.Yamaji, K.Hori, E.Watase,Y.Tohsato, K.Suzuki, M.Ito
    • Organizer
      5th East Asia C. elegansMeeting
    • Place of Presentation
      台北(台湾)
    • Year and Date
      2012-06-28
  • [Presentation] Modeling and Parameter Optimization of the Central Carbon Metabolism of Escherichia coli using Real-coded Genetic Algorithm2011

    • Author(s)
      Y.Mazaki, M .It o , H.Mori, Y.Tohsato
    • Organizer
      The 21th International Conference on Genome Informatics
    • Place of Presentation
      杭州,中国
    • Year and Date
      2011-12-17
  • [Presentation] Prediction of EC Numbers from Chemical Structures in Enzymatic Reactions using Mutual Information2011

    • Author(s)
      Y.Matsuda, M. I to , Y.Tohsato
    • Organizer
      The 21th International Conference on Genome Informatics
    • Place of Presentation
      杭州,中国
    • Year and Date
      2011-12-17
  • [Presentation] Intrinsically Disordered Regions in HumanMitochondrial Proteins2011

    • Author(s)
      M.Ito, Y.Tohsato,H.Sugisawa, S.Kohara, I.Nishikawa,K.Nishikawa
    • Organizer
      第34回日本分子生物学学会年会
    • Place of Presentation
      パシフィコ横浜,神奈川県
    • Year and Date
      2011-12-15
  • [Presentation] Phenotype Analysis for Single Knockout Mutants in Escherichia coli Using Phenotype MicroArray2011

    • Author(s)
      H.Sugisawa, M .I t o, Y.Tohsato
    • Organizer
      第34回日本分子生物学学会年会
    • Place of Presentation
      パシフィコ横浜,神奈川県
    • Year and Date
      2011-12-15
  • [Presentation] Quantitative Proteomic Analysis of3 Developmental Stages in Caenorhabditis elegans2011

    • Author(s)
      K.Monobe, Y.Ishido, Y.Tohsato, T.Hayano, M.Ito
    • Organizer
      第34回日本分子生物学学会年会
    • Place of Presentation
      パシフィコ横浜,神奈川県
    • Year and Date
      2011-12-14
  • [Presentation] Quantitative Proteomic Analysis of Caenorhabditis elegans pgl-1Mutants Grown at 20 °C and 25 °C2011

    • Author(s)
      Y.Tohsato, K.Monobe, T.Hayano, I.Kawasaki, M .I t o
    • Organizer
      第34回日本分子生物学学会年会
    • Place of Presentation
      パシフィコ横浜,神奈川県
    • Year and Date
      2011-12-14
  • [Presentation] 相互情報量とSVMを用いた酵素反応におけるEC番号の推定手法の開発2011

    • Author(s)
      松田祥彦,伊藤將弘,遠里由佳子
    • Organizer
      情報処理学会第26回BIO情報研究会
    • Place of Presentation
      神戸大学,兵庫県
    • Year and Date
      2011-09-13
  • [Presentation] 機械学習によるEP2受容体を標的とした化合物の探索手法の開発2011

    • Author(s)
      小原祥平,遠里由佳子,伊藤將弘
    • Organizer
      情報処理学会第26回BIO情報研究会
    • Place of Presentation
      神戸大学,兵庫県
    • Year and Date
      2011-09-13
  • [Presentation] ブラインシュリンプArtemiafranciscanaの中性糖脂質2011

    • Author(s)
      小島寿夫,樺山一哉,糸乗前,伊藤將弘
    • Organizer
      第30回日本糖質学会年会
    • Place of Presentation
      長岡リリックホール,新潟県
    • Year and Date
      2011-07-11
  • [Presentation] 糖鎖多様性を示すカイコBombyxmori蛹の糖脂質構造の解析2011

    • Author(s)
      橋本恭平,鈴木孝枝,小島寿夫,伊藤將弘,杉田陸海,糸乗前
    • Organizer
      第30回日本糖質学会年会
    • Place of Presentation
      長岡リリックホール,新潟県
    • Year and Date
      2011-07-11
  • [Presentation] Comparative proteome analysis of Caenorhabditis elegans cultured at 2 different temperatures 〓 20°C and 25°C2011

    • Author(s)
      K.Monobe, Y.Ishido,A.Terasaswa, Y.Tohsato, T.Hayano,M.Ito
    • Organizer
      18th International C. elegans Meeting
    • Place of Presentation
      Los Angeles,U.S.A
    • Year and Date
      2011-06-24
  • [Presentation] Quantitative Proteomic Analysis of 3 Developmental Stages of Caenorhabditis briggsae by Using 2D DIGE and iTRAQ2011

    • Author(s)
      A.Terasawa, Y.Tohsato,Y.Ishido, T.Hayano, M.Ito
    • Organizer
      18th International C. elegans Meeting
    • Place of Presentation
      Los Angeles,U.S.A.
    • Year and Date
      2011-06-24
  • [Presentation] Biochemical studies on the sphingolipids of Artemia franciscana2010

    • Author(s)
      H.Kojima, T.Inoue, M. Sugita,S.Itonori, M.Ito
    • Organizer
      51st International Conference on the Bioscience of Lipids
    • Place of Presentation
      Bilbao,Spain
    • Year and Date
      2010-09-07
  • [Presentation] Characterization of a Glucuronic Acid-containing Glycosphingolipid from the Giant Ezo Scallop Pationopecten yessoensis2010

    • Author(s)
      S.Itonori, A.Higashino,K.Hashimoto, H.Nozaki, H.Kojima,M.Ito, H.Saito, M.Sugita
    • Organizer
      The 25th Inernational Carbohydratem Symposium
    • Place of Presentation
      幕張メッセ,千葉県
    • Year and Date
      2010-08-02

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Published: 2014-08-29  

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