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Development of ultra-fast comparison method of protein local structures towards the prediction of ligand-binding sites

Research Project

Project/Area Number 23500374
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Bioinformatics/Life informatics
Research InstitutionNational Institute of Advanced Industrial Science and Technology

Principal Investigator

TOMII KENTARO  独立行政法人産業技術総合研究所, ゲノム情報研究センター, 研究チーム長 (40357570)

Co-Investigator(Renkei-kenkyūsha) TSUDA Koji  東京大学, 大学院新領域創成科学研究科・情報生命科学専攻, 教授 (90357517)
SHIMIZU Kana  産業技術総合研究所, ゲノム情報研究センター, 主任研究員 (60367050)
ITO Junichi  医薬基盤研究所, 特任研究員
Project Period (FY) 2011-04-28 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥5,330,000 (Direct Cost: ¥4,100,000、Indirect Cost: ¥1,230,000)
Fiscal Year 2013: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2012: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2011: ¥2,990,000 (Direct Cost: ¥2,300,000、Indirect Cost: ¥690,000)
Keywordsタンパク質 / 基質結合部位 / 機能部位 / 低分子医薬品 / 低分子化合物 / データベース
Outline of Final Research Achievements

In this study, we have developed a novel method that can perform a large-scale comparison of protein-ligand binding sites by utilizing a coarse-grained representation of binding sites and a fast sorting algorithm. Using the method, we conducted a large-scale all-pairs similarity search for both known and potential binding sites in the PDB, and constructed the database, called PoSSuM, that listed the discovered similar site pairs. PoSSuM has grown to provide information related to 49 million pairs of similar binding sites discovered among 5.5 million known and putative binding sites. For pharmaceutical applications, such as predictions of side effects and drug repositioning, we have provided a new database, PoSSuMds (PoSSuM drug search) to catalog detected known and potential binding sites for approved drug compounds whose assay data were retrieved from ChEMBL.

Report

(5 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (19 results)

All 2015 2013 2012 2011 Other

All Journal Article (4 results) (of which Peer Reviewed: 4 results,  Open Access: 2 results,  Acknowledgement Compliant: 2 results) Presentation (10 results) Remarks (5 results)

  • [Journal Article] PoSSuM v.2.0: data update and a new function for investigating ligand analogs and target proteins of small-molecule drugs2015

    • Author(s)
      J. Ito, K. Ikeda, K. Yamada, K. Mizuguchi, K. Tomii
    • Journal Title

      Nucleic Acids Research

      Volume: 43 Issue: D1 Pages: D392-D398

    • DOI

      10.1093/nar/gku1144

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] PoSSuM: ポケット類似性情報に基づく合理的薬剤設計支援に向けて2015

    • Author(s)
      池田 和由、富井 健太郎
    • Journal Title

      SAR News

      Volume: No.28 Pages: 14-20

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] PoSSuM: a Database of Similar Protein-Ligand Binding and Putative Pockets2012

    • Author(s)
      J. Ito, Y. Tabei, K. Shimizu, K. Tsuda and K. Tomii
    • Journal Title

      Nucleic Acids Research

      Volume: 40 Issue: D1 Pages: D541-D548

    • DOI

      10.1093/nar/gkr1130

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] PDB-scale Analysis of Known and Putative Ligand-binding Sites with Structural Sketches2012

    • Author(s)
      J. Ito, Y. Tabei, K. Shimizu, K. Tomii and K. Tsuda
    • Journal Title

      Proteins

      Volume: 80 Issue: 3 Pages: 747-763

    • DOI

      10.1002/prot.23232

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Presentation] PoSSuM updates and Integration with ChEMBL for application of drug reuse2013

    • Author(s)
      K. Ikeda, J. Ito, K. Mizuguchi, K. Tomii
    • Organizer
      Chem-Bio Informatics Society(CBI) Annual Meeting 2013
    • Place of Presentation
      タワーホール船堀(東京)
    • Related Report
      2013 Research-status Report
  • [Presentation] ChEMBLdbを利用したタンパク質の低分子医薬品結合部位の類似性比較2013

    • Author(s)
      富井 健太郎
    • Organizer
      バイオインフォマティクスとゲノム医療
    • Place of Presentation
      産業技術総合研究所臨海副都心センター(東京都)
    • Related Report
      2013 Research-status Report
  • [Presentation] FORTE, PoSSuM and beyond2013

    • Author(s)
      富井健太郎
    • Organizer
      「タンパク質立体構造予測の最前線」ワークショップ
    • Place of Presentation
      お茶の水女子大学
    • Related Report
      2012 Research-status Report
  • [Presentation] PoSSuM: a database of known and potential ligand-binding sites in proteins2012

    • Author(s)
      J. Ito, Y. Tabei, K. Shimizu, K. Tsuda, K. Tomii
    • Organizer
      Bioinformatics 2012, SocBiN
    • Place of Presentation
      Stockholm, Sweden
    • Related Report
      2012 Research-status Report
  • [Presentation] PoSSuM: a database for searching similar pairs of known and potential ligand-binding sites in proteins2012

    • Author(s)
      J. Ito, Y. Tabei, K. Shimizu, K. Tsuda, K. Tomii
    • Organizer
      第50回日本生物物理学会年会
    • Place of Presentation
      名古屋大学
    • Related Report
      2012 Research-status Report
  • [Presentation] PoSSuM: a database for predicting protein-ligand Interactions2012

    • Author(s)
      K. Tomii, J. Ito, Y. Tabei, K. Shimizu, K. Tsuda
    • Organizer
      生命医薬情報学連合大会(2012年日本バイオインフォマティクス学会年会 情報計算化学生物学会(CBI学会)年次大会 オミックス医療研究会年会)
    • Place of Presentation
      タワーホール船堀(東京都)
    • Related Report
      2012 Research-status Report
  • [Presentation] 機能解析のためのタンパク質基質結合可能部位の網羅的比較解析2012

    • Author(s)
      富井健太郎
    • Organizer
      BiWO2012
    • Place of Presentation
      産業技術総合研究所臨海副都心センター(東京都)
    • Related Report
      2012 Research-status Report
  • [Presentation] Structural Sketchを用いたタンパク質リガンド類似結合部位の高速列挙とそのデータベース構築2011

    • Author(s)
      伊東純一、田部井靖生、清水佳奈、富井健太郎、津田宏治
    • Organizer
      第11回日本蛋白質科学会年会
    • Place of Presentation
      ホテル阪急エキスポパーク (大阪府)
    • Related Report
      2011 Research-status Report
  • [Presentation] Pdb-wide discovery of similar ligand binding sites Using structural sketches2011

    • Author(s)
      J. Ito, Y. Tabei, K. Shimizu, K.Tomii, K. Tsuda
    • Organizer
      3DSIG 2011: The 7th Structural Bioinformatics and Computational Biophysics
    • Place of Presentation
      Austria Center Vienna (Austria)
    • Related Report
      2011 Research-status Report
  • [Presentation] A novel ultra-fast comparison method for known and potential ligand-binding sites of proteins2011

    • Author(s)
      K.Tomii, J. Ito, Y. Tabei, K. Shimizu, K. Tsuda
    • Organizer
      19th Annual International Conference on Intelligent Systems for Molecular Biology and 10th European Conference on Computational Biology
    • Place of Presentation
      Austria Center Vienna (Austria)
    • Related Report
      2011 Research-status Report
  • [Remarks] PoSSuM

    • URL

      http://possum.cbrc.jp/PoSSuM/

    • Related Report
      2014 Annual Research Report
  • [Remarks] PoSSuMds

    • URL

      http://possum.cbrc.jp/PoSSuM/drug_search/

    • Related Report
      2014 Annual Research Report
  • [Remarks] PoSSuM Database

    • URL

      http://possum.cbrc.jp/PoSSuM/

    • Related Report
      2013 Research-status Report
  • [Remarks] PoSSuM

    • URL

      http://possum.cbrc.jp/PoSSuM/

    • Related Report
      2012 Research-status Report
  • [Remarks]

    • URL

      http://possum.cbrc.jp/PoSSuM/

    • Related Report
      2011 Research-status Report

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Published: 2011-08-05   Modified: 2019-07-29  

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