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Comprehensive prediction of RNA-protein interactinos

Research Project

Project/Area Number 25240044
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Research Field Life / Health / Medical informatics
Research InstitutionThe University of Tokyo

Principal Investigator

Asai Kiyoshi  東京大学, 大学院新領域創成科学研究科, 教授 (30356357)

Co-Investigator(Kenkyū-buntansha) 浜田 道昭  早稲田大学, 理工学術院, 准教授 (00596538)
亀田 倫史  国立研究開発法人産業技術総合研究所, 創薬基盤研究部門, 主任研究員 (40415774)
石黒 亮  法政大学, 付置研究所, 研究員 (70373264)
Co-Investigator(Renkei-kenkyūsha) YURA Kei  お茶の水女子大学, 人間文化創成科学研究科, 教授 (50252226)
Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥47,710,000 (Direct Cost: ¥36,700,000、Indirect Cost: ¥11,010,000)
Fiscal Year 2015: ¥14,300,000 (Direct Cost: ¥11,000,000、Indirect Cost: ¥3,300,000)
Fiscal Year 2014: ¥15,210,000 (Direct Cost: ¥11,700,000、Indirect Cost: ¥3,510,000)
Fiscal Year 2013: ¥18,200,000 (Direct Cost: ¥14,000,000、Indirect Cost: ¥4,200,000)
KeywordsRNA2次構造 / RNA-タンパク質相互作用 / ドッキング計算 / RNAタンパク質相互作用 / RNA・タンパク質相互作用 / RNA立体構造 / RNA2次構造
Outline of Final Research Achievements

The aim of the research was to predict the RNA-protein interactions for non-coding RNAs and function-known proteins. Our analysis of RNA-protein complex in PDB showed that the nucleotides that do not form base-pairs in RNA 2D structures but form hydrogen bond with amino acids have lower base-pairing probabilities than the nucleotides that form neither base-pairs or hydrogen bonds with amino acids. We developed a new method to understand the landscape of the distribution of RNA 2D structures, by efficiently calculating the probabilities of all the structures with specific Hamming distances from the canonical structures. In order to predict the joint structure of RNA-protein complex, we performed rigid body docking simulations. After revising the force field for RNAs, our docking simulations showed better accuracy than previous methods, and we reported that in a peer reviewed journal.

Report

(4 results)
  • 2016 Final Research Report ( PDF )
  • 2015 Annual Research Report
  • 2014 Annual Research Report
  • 2013 Annual Research Report
  • Research Products

    (32 results)

All 2016 2015 2014 2013 Other

All Journal Article (10 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 10 results,  Acknowledgement Compliant: 6 results,  Open Access: 5 results) Presentation (18 results) (of which Int'l Joint Research: 6 results,  Invited: 1 results) Book (1 results) Remarks (3 results)

  • [Journal Article] Improved Accuracy in RNA-Protein Rigid Body Docking by Incorporating Force Field for Molecular Dynamics Simulation into the Scoring Function2016

    • Author(s)
      Junichi Iwakiri, Michiaki Hamada, Kiyoshi Asai, and Tomoshi Kameda
    • Journal Title

      J. Chem. Theory Comput

      Volume: 12(9) Issue: 9 Pages: 4688-5697

    • DOI

      10.1021/acs.jctc.6b00254

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Rtools: a web server for various secondary structural analyses on single RNA sequences2016

    • Author(s)
      Hamada Michiaki, Ono Yukiteru, Kiryu Hisanori, Sato Kengo, Kato Yuki, Fukunaga Tsukasa, Mori Ryota, Asai Kiyosh
    • Journal Title

      Nucleic Acids Research

      Volume: 44 Issue: W1 Pages: W302-W307

    • DOI

      10.1093/nar/gkw337

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Comprehensive prediction of lncRNA–RNA interactions in human transcriptome2016

    • Author(s)
      Goro Terai#, Junichi Iwakiri#, Tomoshi Kameda, Michiaki Hamada*, Kiyoshi Asai*
    • Journal Title

      BMC Genomics

      Volume: 17 Issue: S1 Pages: 12-12

    • DOI

      10.1186/s12864-015-2307-5

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Predicting RNA Duplex Dimerization Free-Energy Changes upon Mutations Using Molecular Dynamics Simulations2015

    • Author(s)
      Shun Sakuraba, Kiyoshi Asai, Tomoshi Kameda
    • Journal Title

      he journal of physical chemistry letters

      Volume: 6(21) Issue: 21 Pages: 4341-4358

    • DOI

      10.1021/acs.jpclett.5b01984

    • Related Report
      2015 Annual Research Report 2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Bioinformatics tools for lncRNA research.2015

    • Author(s)
      Junichi Iwakiri, Michiaki Hamada, Kiyoshi Asai
    • Journal Title

      Biochimica et biophysica acta (BBA) Gene Regulatory Mechanisms

      Volume: 1859(1) Issue: 1 Pages: 23-30

    • DOI

      10.1016/j.bbagrm.2015.07.014

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] A semi-supervised learning approach for RNA secondary structure prediction2015

    • Author(s)
      Haruka Yonemoto, Kiyoshi Asai, Michiaki Hamada
    • Journal Title

      Computational Biology and Chemistry

      Volume: 未定 Pages: 72-79

    • DOI

      10.1016/j.compbiolchem.2015.02.002

    • Related Report
      2015 Annual Research Report 2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Efficient calculation of exact probability distributions of integer features on RNA secondary structures.2014

    • Author(s)
      Mori R, Hamada M, Asai K
    • Journal Title

      BMC genomics

      Volume: 15 Issue: S10

    • DOI

      10.1186/1471-2164-15-s10-s6

    • Related Report
      2014 Annual Research Report 2013 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] CapR : revealing structural specificities of RNA-binding protein target recognition using CLIP-seq data2014

    • Author(s)
      Tsukasa Fukunaga, Haruka Ozaki, Goro Terai, Kiyoshi Asai, Wataru Iwasaki and Hisanori Kiryu
    • Journal Title

      Genome Biology

      Volume: 15 Issue: 1

    • DOI

      10.1186/gb-2014-15-1-r16

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Analysis of base-pairing probabilities of RNA molecules involved in protein-RNA interactions2013

    • Author(s)
      Junichi Iwakiri, Tomoshi Kameda, Kiyoshi Asai, Michiaki Hamada
    • Journal Title

      Bioinformatics

      Volume: 29 Issue: 20 Pages: 2524-2528

    • DOI

      10.1093/bioinformatics/btt453

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] CentroidAlign-Web : A Fast and Accurate Multiple Aligner for Long Non-Coding RNAs2013

    • Author(s)
      Haruka Yonemoto, Kiyoshi Asai, Michiaki Hamada
    • Journal Title

      International journal of molecular sciences

      Volume: 14 Issue: 3 Pages: 6144-6156

    • DOI

      10.3390/ijms14036144

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Presentation] Rtools: a web server for various secondary structural analyses on single RNA sequences2016

    • Author(s)
      Michiaki Hamada, Yukiteru Ono, Hisanori Kiryu, Kengo Sato, Yuki Kato, Tsukasa Fukunaga, Ryota Mori, Kiyoshi Asai
    • Organizer
      RNA2016
    • Place of Presentation
      京都国際会議場
    • Year and Date
      2016-06-29
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Improved accuracy in RNA-protein rigid body docking by incorporating force eld for molecular dynamics simulation into the scoring function2016

    • Author(s)
      unichi Iwakiri, Michiaki Hamada, Kiyoshi Asai, Tomoshi Kameda
    • Organizer
      RNA2016
    • Place of Presentation
      京都国際会議場
    • Year and Date
      2016-06-29
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Algorithms on Marginal Distributions of RNA Secondary Structures2016

    • Author(s)
      Kiyoshi Asai
    • Organizer
      ALGO2016 & WABI2016
    • Place of Presentation
      Aarhus University, Denmark
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 分子動力学計算を用いた蛋白質・RNA 複合体立体構㐀予測2015

    • Author(s)
      由良敬,岩切淳一,浜田道昭,浅井潔,亀田倫史
    • Organizer
      第17回日本RNA学会年会
    • Place of Presentation
      札幌パークホテル
    • Year and Date
      2015-07-15
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] RNA 発現量を用いた組織特異的 lncRNA-mRNA 相互作用予測2015

    • Author(s)
      岩切淳一、寺井悟朗、亀田倫史、浅井潔 、浜田道昭
    • Organizer
      第17回日本RNA学会年会
    • Place of Presentation
      札幌パークホテル
    • Year and Date
      2015-07-15
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] ヒトトランスクリプトームにおける網羅的 lncRNA-RNA 相互作用予測2015

    • Author(s)
      寺井悟朗、岩切淳一、亀田倫史、浜田道昭、浅井潔
    • Organizer
      第17回日本RNA学会年会
    • Place of Presentation
      札幌パークホテル
    • Year and Date
      2015-07-15
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 分子動力学法による核酸修飾塩基対の結合エネルギー予測2015

    • Author(s)
      桜庭俊、亀田倫史、浅井潔
    • Organizer
      第17回日本RNA学会年会
    • Place of Presentation
      北海道札幌市 ホテルライフォート札幌
    • Year and Date
      2015-07-15
    • Related Report
      2014 Annual Research Report
  • [Presentation] 分子動力学計算を用いたRNA・タンパク質複合体立体構造予測2015

    • Author(s)
      由良敬、岩切淳一、浜田道昭、浅井潔、亀田倫史
    • Organizer
      第17回日本RNA学会年会
    • Place of Presentation
      北海道札幌市 ホテルライフォート札幌
    • Year and Date
      2015-07-15
    • Related Report
      2014 Annual Research Report
  • [Presentation] Prediction of joint RNA secondary structure by using their homologous sequence information2014

    • Author(s)
      Takashi Matsuda, Michiaki Hamada and Kiyoshi Asai
    • Organizer
      GIW/ISCB-Asia 2014
    • Place of Presentation
      東京
    • Year and Date
      2014-12-15 – 2014-12-17
    • Related Report
      2013 Annual Research Report
  • [Presentation] 分子動力学計算を用 いた蛋白質・RNA 複合体立体構造予測2014

    • Author(s)
      由良 敬、岩切 淳一、浜田 道昭、浅井 潔、亀田 倫史
    • Organizer
      第52回日本生物物理学会
    • Place of Presentation
      札幌
    • Year and Date
      2014-09-25 – 2014-09-27
    • Related Report
      2013 Annual Research Report
  • [Presentation] RNA2次構造情報解析のための統合ウェブ2014

    • Author(s)
      浅井潔、浜田道昭、小野幸輝
    • Organizer
      第16回日本RNA学会
    • Place of Presentation
      名古屋
    • Year and Date
      2014-07-23 – 2014-07-25
    • Related Report
      2013 Annual Research Report
  • [Presentation] Credibility Limit は推定二次構造の定量的な信頼度を示す2014

    • Author(s)
      森 遼太、浜田 道昭、浅井 潔
    • Organizer
      第16回日本RNA学会
    • Place of Presentation
      名古屋
    • Year and Date
      2014-07-23 – 2014-07-25
    • Related Report
      2013 Annual Research Report
  • [Presentation] RNA-タンパク質相互作用予測手法の開発2014

    • Author(s)
      岩切淳一、亀田 倫史、浅井 潔、浜田 道昭
    • Organizer
      第16回日本RNA学会
    • Place of Presentation
      名古屋
    • Year and Date
      2014-07-23 – 2014-07-25
    • Related Report
      2013 Annual Research Report
  • [Presentation] 分子動力学計算を用いた蛋白質・RNA 複合体立体構造予測2014

    • Author(s)
      由良 敬、岩切 淳一、浜田 道昭、浅井 潔、亀田 倫史
    • Organizer
      第16回日本RNA学会
    • Place of Presentation
      名古屋
    • Year and Date
      2014-07-23 – 2014-07-25
    • Related Report
      2013 Annual Research Report
  • [Presentation] RNA2次構造情報解析のための統合ウェブ2014

    • Author(s)
      浅井潔、浜田道昭、小野幸輝
    • Organizer
      第16回日本RNA学会年会
    • Place of Presentation
      愛知県名古屋市 ウインクあいち
    • Year and Date
      2014-07-23
    • Related Report
      2014 Annual Research Report
  • [Presentation] Credibility Limitは推定二次構造の定量的な信頼度を示す2014

    • Author(s)
      森僚太、浜田道昭、浅井潔
    • Organizer
      第16回日本RNA学会年会
    • Place of Presentation
      愛知県名古屋市 ウインクあいち
    • Year and Date
      2014-07-23
    • Related Report
      2014 Annual Research Report
  • [Presentation] RNA-タンパク質相互作用予測法の開発2014

    • Author(s)
      岩切淳一、亀田倫史、浅井潔、浜田道昭
    • Organizer
      第16回日本RNA学会年会
    • Place of Presentation
      愛知県名古屋市 ウインクあいち
    • Year and Date
      2014-07-23
    • Related Report
      2014 Annual Research Report
  • [Presentation] 分子動力学計算を用いたRNA・タンパク質複合体立体構造予測2014

    • Author(s)
      由良敬、岩切淳一、浜田道昭、浅井潔、亀田倫史
    • Organizer
      第16回日本RNA学会年会
    • Place of Presentation
      愛知県名古屋市 ウインクあいち
    • Year and Date
      2014-07-23
    • Related Report
      2014 Annual Research Report
  • [Book] RNA structural alignments, part II: non-Sankoff approaches for structural alignments N.J.: Clifton, RNA Sequence, Structure, and Function: Computational and Bioinformatic Methods, Methods in molecular biology.2014

    • Author(s)
      Kiyoshi Asai, Michiaki Hamada
    • Total Pages
      11
    • Publisher
      Springer
    • Related Report
      2014 Annual Research Report
  • [Remarks] rtools web server

    • URL

      http://rtools.cbrc.jp

    • Related Report
      2015 Annual Research Report
  • [Remarks] Bioinformatics Tools and Databases

    • URL

      http://www.ncrna.org

    • Related Report
      2015 Annual Research Report
  • [Remarks] Bioinformatics Web Server for RNA

    • URL

      http://rtools.cbrc.jp/

    • Related Report
      2014 Annual Research Report

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Published: 2013-05-15   Modified: 2018-03-22  

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