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RNA-RNA interaction prediction using hybrid optimization

Research Project

Project/Area Number 22700313
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Bioinformatics/Life informatics
Research InstitutionNara Institute of Science and Technology

Principal Investigator

KATO Yuki  奈良先端科学技術大学院大学, 情報科学研究科, 助教 (10511280)

Project Period (FY) 2010 – 2011
Project Status Completed (Fiscal Year 2011)
Budget Amount *help
¥2,470,000 (Direct Cost: ¥1,900,000、Indirect Cost: ¥570,000)
Fiscal Year 2011: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2010: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
KeywordsRNA間相互作用 / RNA2次構造 / キッシングヘアピン / シュードノット / 整数計画法 / RNA-RNA相互作用
Research Abstract

In this work, we developed a novel method for RNA joint secondary structure prediction that aims at RNA. RNA interaction prediction by integrating the maximizing expected accuracy principle with integer programming. Furthermore, based on the idea of the proposed method, we presented an algorithm for predicting RNA secondary structures with pseudoknots, a class of complex substructures, when a single RNA sequence is given. Experimental results on real data sets indicate that both methods are at least comparable in prediction accuracy to existing methods, and even more importantly, are overwhelmingly faster than the early predictors. A web server that implements the proposed methods is free and open to all users.

Report

(3 results)
  • 2011 Annual Research Report   Final Research Report ( PDF )
  • 2010 Annual Research Report
  • Research Products

    (40 results)

All 2012 2011 2010 Other

All Journal Article (8 results) (of which Peer Reviewed: 8 results) Presentation (27 results) Book (2 results) Remarks (3 results)

  • [Journal Article] Using binding profiles to predict binding sites of target RNAs2011

    • Author(s)
      Unyanee Poolsap, Yuki Kato, Kengo Sato and Tatsuya Akutsu
    • Journal Title

      Journal of Bioinformatics and Computational Biology

      Volume: vol.9, issue6 Pages: 697-713

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] IPknot : fast and accurate prediction of RNA secondary structures with pseudoknots using integer programming2011

    • Author(s)
      Kengo Sato, Yuki Kato, Michiaki Hamada, Tatsuya Akutsu and Kiyoshi Asai
    • Journal Title

      Bioinformatics

      Volume: vol.27, no.13

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] IPknot : fast and accurate prediction of RNA secondary structures with pseudoknots using integer programming2011

    • Author(s)
      K.Sato, Y.Kato, M.Hamada, T.Akutsu, K.Asai
    • Journal Title

      Bioinformatics

      Volume: 27 Issue: 13 Pages: i85-i93

    • DOI

      10.1093/bioinformatics/btr215

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Using binding profiles to predict RNA binding sites of target RNAs2011

    • Author(s)
      U.Poolsap, Y.Kato, K.Sato, T.Akutsu
    • Journal Title

      Tournal of Bioinformatics and Computational Biology

      Volume: 9 Issue: 06 Pages: 697-713

    • DOI

      10.1142/s0219720011005628

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] RactIP : fast and accurate prediction of RNA-RNA interaction using integer programming2010

    • Author(s)
      Yuki Kato, Kengo Sato, Michiaki Hamada, Yoshihide Watanabe, Kiyoshi Asai and Tatsuya Akutsu
    • Journal Title

      Bioinformatics

      Volume: vol.26, no.18

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Branch-and-bound algorithms for enumerating treelike chemical graphs with given path frequency using detachment-cut2010

    • Author(s)
      Yusuke Ishida, Yuki Kato, Liang Zhao, Hiroshi Nagamochi and Tatsuya Akutsu
    • Journal Title

      Journal of Chemical Information and Modeling

      Volume: vol.50, no.5 Pages: 934-946

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Branch-and-bound algorithms for enumerating treelike chemical graphs with given path frequency using detachment-cut2010

    • Author(s)
      Yusuke Ishida
    • Journal Title

      Journal of Chemical Information and Modeling

      Volume: 50 Pages: 934-946

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] RactIP : fast and accurate prediction of RNA-RNA interaction using integer programming2010

    • Author(s)
      Yuki Kato
    • Journal Title

      Bioinformatics

      Volume: 26

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Presentation] 双対分解によるRNA構造アラインメント2012

    • Author(s)
      佐藤健吾, 加藤有己, 阿久津達也, 浅井潔, 榊原康文
    • Organizer
      第28回情報処理学会バイオ情報学研究会
    • Place of Presentation
      宮城県仙台市
    • Year and Date
      2012-03-28
    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Presentation] Rtips : fast and accurate tools for RNA 2D structure prediction using integer programming2011

    • Author(s)
      Kengo Sato, Yuki Kato, Tatsuya Akutsu and Kiyoshi Asai
    • Organizer
      第34回日本分子生物学会年会
    • Place of Presentation
      神奈川県横浜市
    • Year and Date
      2011-12-14
    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Presentation] Simultaneous aligning and folding of RNA sequences by dual decomposition2011

    • Author(s)
      Kengo Sato, Yuki Kato, Tatsuya Akutsu, Kiyoshi Asai and Yasubumi Sakakibara
    • Organizer
      CBI/JSBi2011合同大会
    • Place of Presentation
      兵庫県神戸市
    • Year and Date
      2011-11-10
    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Presentation] Rtips : fast and accurate tools for RNA 2D structure prediction using integer programming2011

    • Author(s)
      Yuki Kato, Kengo Sato, Kiyoshi Asai and Tatsuya Akutsu
    • Organizer
      CBI/JSBi2011合同大会
    • Place of Presentation
      兵庫県神戸市
    • Year and Date
      2011-11-08
    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Presentation] Rtips : fast and accurate tools for RNA 2D structure prediction using integer programming2011

    • Author(s)
      Yuki Kato, Kengo Sato, Kiyoshi Asai and Tatsuya Akutsu
    • Organizer
      ICR Symposium to Celebrate the Bioinformatics Center's 10 Year Anniversary and New Restructuring
    • Place of Presentation
      京都府宇治市
    • Year and Date
      2011-08-29
    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Presentation] 複雑なRNA2次構造予測のための高速計算ソフトウェアの開発と今後の展開2011

    • Author(s)
      加藤有己
    • Organizer
      次世代バイオインフォマティクス研究会
    • Place of Presentation
      北海道札幌市
    • Year and Date
      2011-08-02
    • Related Report
      2011 Final Research Report
  • [Presentation] 複雑なRNA2次構造予測のための高速計算ソフトウェアの開発と今後の展開2011

    • Author(s)
      加藤有己
    • Organizer
      次世代バイオインフォマティクス研究会
    • Place of Presentation
      北海道札幌市(招待講演)
    • Year and Date
      2011-08-02
    • Related Report
      2011 Annual Research Report
  • [Presentation] IPknot : fast and accurate prediction of RNA secondary structures with pseudoknots using integer programming2011

    • Author(s)
      Kengo Sato, Yuki Kato, Michiaki Hamada, Tatsuya Akutsu and Kiyoshi Asai
    • Organizer
      19th Annual International Conference on Intelligent Systems for Molecular Biology and 10th European Conference on Computational Biology(ISMB/ECCB2011)
    • Place of Presentation
      オーストリアウィーン
    • Year and Date
      2011-07-17
    • Related Report
      2011 Final Research Report
  • [Presentation] IPknot : fast and accurate prediction of RNA secondary structures with pseudoknots using integer programming2011

    • Author(s)
      Kengo Sato
    • Organizer
      19th Annual International Conference on Intelligent Systems for Molecular Biology and 10th European Conference on Computational Biology (ISMB/ECCB2011)
    • Place of Presentation
      オーストリア ウィーン
    • Year and Date
      2011-07-17
    • Related Report
      2011 Annual Research Report
  • [Presentation] IPknot : fast and accurate prediction of RNA secondary structures with pseudoknots using integer programming2011

    • Author(s)
      Kengo Sato, Yuki Kato, Michiaki Hamada, Tatsuya Akutsu and Kiyoshi Asai
    • Organizer
      Society(RNA2011)
    • Place of Presentation
      京都府京都市
    • Year and Date
      2011-06-17
    • Related Report
      2011 Final Research Report
  • [Presentation] IPknot : fast and accurate prediction of RNA secondary structures with pseudoknots using integer programming2011

    • Author(s)
      Kengo Sato
    • Organizer
      Sixteenth Annual Meeting of the RNA Society (RNA2011)
    • Place of Presentation
      京都府京都市
    • Year and Date
      2011-06-17
    • Related Report
      2011 Annual Research Report
  • [Presentation] RactIP : fast and accurate prediction of RNA-RNA interaction using integer programming2011

    • Author(s)
      Yuki Kato, Kengo Sato, Michiaki Hamada, Yoshihide Watanabe, Kiyoshi Asai and Tatsuya Akutsu
    • Organizer
      Sixteenth Annual Meeting of the RNA Society(RNA2011)
    • Place of Presentation
      京都府京都市
    • Year and Date
      2011-06-15
    • Related Report
      2011 Final Research Report
  • [Presentation] RactIP : fast and accurate prediction of RNA-RNA interaction using integer programming2011

    • Author(s)
      Yuki Kato
    • Organizer
      Sixteenth Annual Meeting of the RNA Society (RNA2011)
    • Place of Presentation
      京都府京都市
    • Year and Date
      2011-06-15
    • Related Report
      2011 Annual Research Report
  • [Presentation] A grammar-based approach to RNA pseudoknotted structure prediction for aligned sequences2011

    • Author(s)
      Nobuyoshi Mizoguchi, Yuki Kato and Hiroyuki Seki
    • Organizer
      1st IEEE International Conference on Computational Advances in Bio and medical Sciences(ICCABS2011)
    • Place of Presentation
      アメリカ合衆国オーランド
    • Year and Date
      2011-02-03
    • Related Report
      2011 Final Research Report
  • [Presentation] A grammar-based approach to RNA pseudoknotted structure prediction for aligned sequences2011

    • Author(s)
      Nobuyoshi Mizoguchi
    • Organizer
      The 1st IEEE International Conference on Computational Advances in Bio and medical Sciences (ICCABS2011)
    • Place of Presentation
      アメリカ(オーランド)
    • Year and Date
      2011-02-03
    • Related Report
      2010 Annual Research Report
  • [Presentation] RactIP : fast and accurate prediction of RNA-RNA interaction using integer programming2010

    • Author(s)
      Yuki Kato, Kengo Sato, Michiaki Hamada, Yoshihide Watanabe, Kiyoshi Asai and Tatsuya Akutsu
    • Organizer
      9th European Conference on Computational Biology(ECCB2010)
    • Place of Presentation
      ベルギーゲント
    • Year and Date
      2010-09-27
    • Related Report
      2011 Final Research Report
  • [Presentation] IPknot : fast and accurate prediction of RNA secondary structures with pseudoknots using integer programming2010

    • Author(s)
      Kengo Sato, Yuki Kato, Tatsuya Akutsu and Kiyoshi Asai
    • Organizer
      9th European Conference on Computational Biology(ECCB2010)
    • Place of Presentation
      ベルギーゲント
    • Year and Date
      2010-09-27
    • Related Report
      2011 Final Research Report
  • [Presentation] IPknot : fast and accurate prediction of RNA secondary structures with pseudoknots using integer programming2010

    • Author(s)
      Kengo Sato
    • Organizer
      9th European Conference on Computational Biology (ECCB2010)
    • Place of Presentation
      ベルギー(ゲント)
    • Year and Date
      2010-09-27
    • Related Report
      2010 Annual Research Report
  • [Presentation] RactIP : fast and accurate prediction of RNA-RNA interaction using integer programming2010

    • Author(s)
      Yuki Kato
    • Organizer
      9th European Conference on Computational Biology (ECCB2010)
    • Place of Presentation
      ベルギー(ゲント)
    • Year and Date
      2010-09-27
    • Related Report
      2010 Annual Research Report
  • [Presentation] RactIP : fast and accurate prediction of RNA-RNA interaction using integer programming2010

    • Author(s)
      Yuki Kato, Kengo Sato, Michiaki Hamada, Yoshihide Watanabe, Kiyoshi Asai and Tatsuya Akutsu
    • Organizer
      Computational Biology Research Center Workshop 2010(CBRC2010)
    • Place of Presentation
      東京都江東区
    • Year and Date
      2010-07-29
    • Related Report
      2011 Final Research Report
  • [Presentation] 期待精度最大化に基づくRNAシュードノット予測2010

    • Author(s)
      佐藤健吾, 加藤有己, 阿久津達也, 浅井潔
    • Organizer
      第22回情報処理学会バイオ情報学研究会
    • Place of Presentation
      東京都江東区
    • Year and Date
      2010-07-29
    • Related Report
      2011 Final Research Report
  • [Presentation] 期待精度最大化に基づくRNAシュードノット予測2010

    • Author(s)
      佐藤健吾
    • Organizer
      情報処理学会バイオ情報学研究会
    • Place of Presentation
      東京(港区)
    • Year and Date
      2010-07-29
    • Related Report
      2010 Annual Research Report
  • [Presentation] RactIP : fast and accurate prediction of RNA-RNA interaction using integer programming2010

    • Author(s)
      Yuki Kato
    • Organizer
      Computational Biology Research Center Workshop 2010 (CBRC2010)
    • Place of Presentation
      東京(港区)
    • Year and Date
      2010-07-29
    • Related Report
      2010 Annual Research Report
  • [Presentation] RactIP : fast and accurate prediction of RNA-RNA interaction using integer programming2010

    • Author(s)
      Yuki Kato, Kengo Sato, Michiaki Hamada, Yoshihide Watanabe, Kiyoshi Asai and Tatsuya Akutsu
    • Organizer
      18th Annual International Conference on Intelligent Systems for Molecular Biology(ISMB2010)
    • Place of Presentation
      アメリカ合衆国ボストン
    • Year and Date
      2010-07-11
    • Related Report
      2011 Final Research Report
  • [Presentation] RactIP : fast and accurate prediction of RNA-RNA interaction using integer programming2010

    • Author(s)
      Yuki Kato
    • Organizer
      18th Annual International Conference on Intelligent Systems for Molecular Biology (ISMB2010)
    • Place of Presentation
      アメリカ(ボストン)
    • Year and Date
      2010-07-11
    • Related Report
      2010 Annual Research Report
  • [Presentation] RactIP : fast and accurate prediction of RNA-RNA interaction using integer programming2010

    • Author(s)
      Yuki Kato, Kengo Sato, Michiaki Hamada, Yoshihide Watanabe, Kiyoshi Asai and Tatsuya Akutsu
    • Organizer
      第21回情報処理学会バイオ情報学研究会
    • Place of Presentation
      沖縄県中頭郡西原町
    • Year and Date
      2010-06-19
    • Related Report
      2011 Final Research Report
  • [Presentation] RNA-RNA interaction prediction using integer programming with threshold cut2010

    • Author(s)
      Yuki Kato
    • Organizer
      情報処理学会バイオ情報学研究会
    • Place of Presentation
      沖縄(琉球大学)
    • Year and Date
      2010-06-19
    • Related Report
      2010 Annual Research Report
  • [Book] 二次構造に基づくRNA配列解析ソフトウェアの進展2011

    • Author(s)
      加藤有己
    • Publisher
      羊土社
    • Related Report
      2011 Final Research Report
  • [Book] 実験医学増刊号、使えるデータベース・ウェブツール、第4章第8節「二次構造に基づくRNA配列解析ソフトウェアの進展」2011

    • Author(s)
      加藤有己
    • Publisher
      羊土社
    • Related Report
      2011 Annual Research Report
  • [Remarks]

    • URL

      http://rna.naist.jp/

    • Related Report
      2011 Final Research Report
  • [Remarks]

    • URL

      http://rna.naist.jp/

    • Related Report
      2011 Annual Research Report
  • [Remarks]

    • URL

      http://rna.naist.jp/ractip/

    • Related Report
      2010 Annual Research Report

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Published: 2010-08-23   Modified: 2016-04-21  

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