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Developments of methods for predicting transitions of proteins based on structural fluctuations

Research Project

Project/Area Number 26840056
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Biophysics
Research InstitutionUniversity of Tsukuba

Principal Investigator

Harada Ryuhei  筑波大学, 数理物質系, 特別研究員(PD) (60612174)

Project Period (FY) 2014-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2015: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2014: ¥2,990,000 (Direct Cost: ¥2,300,000、Indirect Cost: ¥690,000)
Keywords分子動力学シミュレーション / タンパク質の天然構造予測 / タンパク質の構造変化予測 / タンパク質 / 立体構造変化 / フォールディング / 構造サンプリング / 機能発現 / 超並列シミュレーション / 自由エネルギー地形
Outline of Final Research Achievements

Methods for predicting conformational transitions have been developed based on structural fluctuations of proteins. As computational schemes, the following two processes are repeated: (I) Selections of structures of proteins that have high potential to transit to other meta-stable states, where the candidates are selected based on a set of appropriate reaction coordinates. (II) Short-time molecular dynamics simulations restarting from the structures as conformational search. The above processes are powerful for predicting conformational transitions of proteins efficiently.
According to the strategy, we have developed several sampling methods for predicting conformational transitions, and applied them to biological systems. For instance, our methods have successfully predicted the native state of a mini-protein, chignolin. Furthermore, large-amplitude domain motions of T4 lysozyme in explicit water have been reproduced with our methods.

Report

(3 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • Research Products

    (26 results)

All 2016 2015 2014

All Journal Article (13 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 13 results,  Acknowledgement Compliant: 7 results,  Open Access: 4 results) Presentation (11 results) (of which Int'l Joint Research: 1 results,  Invited: 2 results) Patent(Industrial Property Rights) (2 results)

  • [Journal Article] Protein folding pathways extracted by OFLOOD: Outlier FLOODing method2015

    • Author(s)
      Ryuhei Harada, Tomotake Nakamura, Yu Takano, Yasuteru Shigeta
    • Journal Title

      Journal of Computational Chemistry

      Volume: 36 Issue: 2 Pages: 97-102

    • DOI

      10.1002/jcc.23773

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Enhanced conformational sampling method for proteins based on the TaBoo SeArch (TBSA) algorithm: Application to the folding of a mini-protein, chignolin2015

    • Author(s)
      Ryuhei Harada, Yu Takano, Yasuteru Shigeta
    • Journal Title

      Journal of Computational Chemistry

      Volume: 36 Issue: 10 Pages: 763-772

    • DOI

      10.1002/jcc.23854

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Simple, yet powerful methodologies for conformational sampling of proteins2015

    • Author(s)
      Ryuhei Harada, Yu Takano, Takeshi Baba, Yasuteru Shigeta
    • Journal Title

      Physical Chemistry Chemical Physics

      Volume: 17 Issue: 9 Pages: 6155-6173

    • DOI

      10.1039/c4cp05262e

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Complete Atomistic Model of a Bacterial Cytoplasm for Integrating Physics, Biochemistry, and Systems Biology2015

    • Author(s)
      Michael Feig, Ryuhei Harada, Takaharu Mori, Isseki Yu, Koich Takahashi, Yuji Sugita
    • Journal Title

      Jornal of Molecular Graphics and Modelling

      Volume: 56 Pages: 1-9

    • DOI

      10.1016/j.jmgm.2015.02.004

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Quantal cumulant dynamics for real-time simulations of quantum many-body systems2015

    • Author(s)
      Y. Shigeta, H. Harada, M. Kayanuma, M. Shoji
    • Journal Title

      Int. J. Quantum Chem.

      Volume: 115 Issue: 5 Pages: 300-308

    • DOI

      10.1002/qua.24820

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Efficient conformational sampling of proteins based on a multi-dimensional TaBoo SeArch algorithm:2015

    • Author(s)
      Ryuhei Harada, Yu Takano, Yasuteru Shigeta
    • Journal Title

      Chemical Physics Letters

      Volume: 630 Pages: 68-75

    • DOI

      10.1016/j.cplett.2015.04.039

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Automatic Detection of Hidden Dimension in OFLOOD Method2015

    • Author(s)
      Ryuhei Harada, Tomotake Nakamura, Yasuteru Shigeta
    • Journal Title

      Chemical Physics Letters

      Volume: 639 Pages: 269-274

    • DOI

      10.1016/j.cplett.2015.09.031

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Non-targeted parallel cascade selection molecular dynamics (nt-PaCS-MD) for enhancement of the conformational sampling of proteins2015

    • Author(s)
      Ryuhei Harada and Akio Kitao
    • Journal Title

      J. Chem. Theor. Comput.

      Volume: 11 Issue: 11 Pages: 5493-5502

    • DOI

      10.1021/acs.jctc.5b00723

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Fluctuation Flooding Method (FFM) for accelerating conformational transitions on proteins.2014

    • Author(s)
      Ryuhei Harada, Yu Takano, Yasuteru Shigeta
    • Journal Title

      J. Chem. Phys.

      Volume: 140 Issue: 12 Pages: 125103-125103

    • DOI

      10.1063/1.4869594

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] On the induced-fitmechanism of substrate-enzyme binding structures of Nylon-oligomerhydrolase2014

    • Author(s)
      T. Baba, R. Harada, M. Nakano, Y. Shigeta
    • Journal Title

      Journal of Computational Chemistry

      Volume: 35 Issue: 16 Pages: 1240-1247

    • DOI

      10.1002/jcc.23614

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] Molecular Simulation Methods to Enhance Soft Protein Motions2014

    • Author(s)
      原田隆平,北尾彰朗
    • Journal Title

      Seibutsu Butsuri

      Volume: 54 Issue: 3 Pages: 167-171

    • DOI

      10.2142/biophys.54.167

    • NAID

      130004719369

    • ISSN
      0582-4052, 1347-4219
    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] カスケード型超並列シミュレーションによるタンパク質構造遷移のパスウェイ探索2014

    • Author(s)
      西原泰孝, 原田隆平, 北尾彰朗
    • Journal Title

      統計数理

      Volume: 62 Pages: 273-284

    • NAID

      120006020818

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Conformational transition pathway and free energy analyses of proteins by parallel cascade selection molecular dynamics (PaCS-MD)2014

    • Author(s)
      Ryuhei Harada, Yasutaka Nishihara, Nobuhiko Wakai, and Akio Kitao
    • Journal Title

      AIP Conference Proceedings

      Volume: 1618 Pages: 86-86

    • DOI

      10.1063/1.4897682

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] カスケード型超並列シミュレーションを用いた生物学的レアイベント探索手法の構築2016

    • Author(s)
      原田隆平
    • Organizer
      凝縮系の理論化学2016
    • Place of Presentation
      琉球大学(沖縄県中頭群西原町)
    • Year and Date
      2016-03-10
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Presentation] Simple, yet Powerful Conformational Sampling Methodologies for Proteins2015

    • Author(s)
      原田隆平, 鷹野優, 重田育照
    • Organizer
      環太平洋化学会議 Pacifichem 2015
    • Place of Presentation
      ハワイコンベンションセンター(米国ハワイ市)
    • Year and Date
      2015-12-15
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 逆状態分布に基づく効率的タンパク質構造サンプリング手法の開発2015

    • Author(s)
      原田隆平, 鷹野優, 重田育照
    • Organizer
      第29回分子シミュレーション討論会
    • Place of Presentation
      朱鷺メッセ(新潟県新潟市)
    • Year and Date
      2015-11-30
    • Related Report
      2015 Annual Research Report
  • [Presentation] Simple yet Powerful Conformational Sampling Methods for Reproducing Biologically Rare Events2015

    • Author(s)
      原田隆平
    • Organizer
      第53回日本生物物理学会年会
    • Place of Presentation
      金沢大学角間キャンパス(石川県金沢市)
    • Year and Date
      2015-09-13
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Presentation] レアイベント探索手法"OFLOOD"で解明するタンパク質フォールディング機構2015

    • Author(s)
      原田隆平, 鷹野優, 重田育照
    • Organizer
      第15回日本蛋白質科学会年会
    • Place of Presentation
      あわぎんホール(徳島県徳島市)
    • Year and Date
      2015-06-24
    • Related Report
      2015 Annual Research Report
  • [Presentation] タンパク質レアイベント抽出のための 効率的構造サンプリング手法2014

    • Author(s)
      原田隆平, 鷹野優, 重田照育
    • Organizer
      第28回分子シミュレーション討論会
    • Place of Presentation
      宮城県仙台市/仙台市民会館
    • Year and Date
      2014-11-11 – 2014-11-14
    • Related Report
      2014 Research-status Report
  • [Presentation] タンパク質レアイベントを抽出する効率的構造サンプリング法2014

    • Author(s)
      原田隆平, 鷹野優, 重田照育
    • Organizer
      第52回日本生物物理学会年会
    • Place of Presentation
      北海道札幌市/札幌コンベンションセンター
    • Year and Date
      2014-09-25 – 2014-09-27
    • Related Report
      2014 Research-status Report
  • [Presentation] 酵素の基質結合と大規模構造変化に関する理論的研究2014

    • Author(s)
      馬場 剛史, 原田 隆平, 中野 雅由, 重田 育照
    • Organizer
      第8回分子科学討論会2014東広島
    • Place of Presentation
      広島県東広島市/広島大学東広島キャンパス
    • Year and Date
      2014-09-21 – 2014-09-23
    • Related Report
      2014 Research-status Report
  • [Presentation] 蛋白質構造揺らぎを用いた構造変化加速法 :FFM2014

    • Author(s)
      原田隆平, 鷹野優, 重田照育
    • Organizer
      第14回日本蛋白質科学会年会
    • Place of Presentation
      神奈川県横浜市/ワークピア横浜
    • Year and Date
      2014-06-25 – 2014-06-27
    • Related Report
      2014 Research-status Report
  • [Presentation] ナイロンオリゴマー分解酵素の大規模構造変化に対するアミノ酸変異導入の効果2014

    • Author(s)
      馬場 剛史, 原田 隆平, 中野 雅由, 重田 育照
    • Organizer
      第14回日本蛋白質科学会年会
    • Place of Presentation
      神奈川県横浜市/ワークピア横浜
    • Year and Date
      2014-06-25 – 2014-06-27
    • Related Report
      2014 Research-status Report
  • [Presentation] 大規模構造変化を誘起するMD手法を利用したナイロンオリゴマー分解酵素の誘導適合過程の解明2014

    • Author(s)
      馬場 剛史, 原田 隆平, 中野 雅由, 重田 育照
    • Organizer
      第17回理論化学討論会
    • Place of Presentation
      愛知県名古屋市/名古屋大学東山キャンパス
    • Year and Date
      2014-05-22 – 2014-05-24
    • Related Report
      2014 Research-status Report
  • [Patent(Industrial Property Rights)] 情報処理装置, シミュレーション手法, およびシミュレーションプログラム2015

    • Inventor(s)
      中村朋健, 重田育照, 原田隆平
    • Industrial Property Rights Holder
      中村朋健, 重田育照, 原田隆平
    • Industrial Property Rights Type
      特許
    • Filing Date
      2015-08-07
    • Related Report
      2015 Annual Research Report
  • [Patent(Industrial Property Rights)] 情報処理装置, 指標次元抽出方法, および指標次元抽出プログラム2015

    • Inventor(s)
      中村朋健, 重田育照, 原田隆平
    • Industrial Property Rights Holder
      中村朋健, 重田育照, 原田隆平
    • Industrial Property Rights Type
      特許
    • Filing Date
      2015-08-07
    • Related Report
      2015 Annual Research Report

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Published: 2014-04-04   Modified: 2017-05-10  

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