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Accurate predictions of complex structure and affinity between proteins and drugs

Research Project

Project/Area Number 16K07331
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Biophysics
Research InstitutionUniversity of Hyogo

Principal Investigator

Kamiya Narutoshi  兵庫県立大学, シミュレーション学研究科, 特任教授 (80420462)

Project Period (FY) 2016-04-01 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥5,070,000 (Direct Cost: ¥3,900,000、Indirect Cost: ¥1,170,000)
Fiscal Year 2018: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2017: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2016: ¥3,120,000 (Direct Cost: ¥2,400,000、Indirect Cost: ¥720,000)
Keywords自由エネルギー / 分子動力学シミュレーション / 構造予測 / 生物物理
Outline of Final Research Achievements

The author has developed methods to predict the binding structure between proteins and drugs and to accurately calculate the binding affinity between them. These methods consist of multicanonical molecular dynamics simulation with a high sampling efficiency for the complex structure prediction and of umbrella sampling for the affinity prediction. To validate these methods, the author applied them to the systems, neuraminidase-tamiflu, β-secretase-mid-sized drug, antibody drug of solanezmab-amyloid β peptide. In all of the systems, the author succeeded in accurately generating the binding structures and association/dissociation path starting from the binding structures. The umbrella sampling along these path successfully reproduced the experimentally-obtained binding free energy.

Academic Significance and Societal Importance of the Research Achievements

創薬の現場で用いられてきたタンパク質と薬剤の複合体構造や親和性の予測法は、その精度に問題である。本申請で開発した方法は、最先端のシミュレーション技術を適用し、タンパク質と薬剤の結合構造や親和性を高精度で予測可能である。本研究の対象は、インフルエンザウイルスの酵素ノイラミニダーゼとタミフル、アルツハイマー型認知症の原因として考えられているアミロイドβペプチドの生成に関わる酵素βセクレターゼとその中分子阻害剤、アミロイドβペプチドと高い親和性を持つ抗体薬ソラネズマブとアミロイドβペプチドであり、本法が感染症や認知症関連の薬剤の開発に役立つものと期待される。

Report

(4 results)
  • 2018 Annual Research Report   Final Research Report ( PDF )
  • 2017 Research-status Report
  • 2016 Research-status Report
  • Research Products

    (29 results)

All 2019 2018 2017 2016 Other

All Journal Article (11 results) (of which Peer Reviewed: 11 results,  Open Access: 4 results,  Acknowledgement Compliant: 4 results) Presentation (16 results) (of which Int'l Joint Research: 6 results,  Invited: 2 results) Remarks (2 results)

  • [Journal Article] Dynamic Docking of a Medium-Sized Molecule to Its Receptor by Multicanonical MD Simulations2019

    • Author(s)
      Bekker Gert-Jan、Araki Mitsugu、Oshima Kanji、Okuno Yasushi、Kamiya Narutoshi
    • Journal Title

      The Journal of Physical Chemistry B

      Volume: 123 Issue: 11 Pages: 2479-2490

    • DOI

      10.1021/acs.jpcb.8b12419

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Thermal stability of single-domain antibodies estimated by molecular dynamics simulations2018

    • Author(s)
      Bekker Gert-Jan、Ma Benson、Kamiya Narutoshi
    • Journal Title

      Protein Science

      Volume: 28 Issue: 2 Pages: 429-438

    • DOI

      10.1002/pro.3546

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Folding thermodynamics of PET-hydrolyzing enzyme Cut190 depending on Ca2+ concentration2018

    • Author(s)
      Inaba Satomi、Kamiya Narutoshi、Bekker Gert-Jan、Kawai Fusako、Oda Masayuki
    • Journal Title

      Journal of Thermal Analysis and Calorimetry

      Volume: 135 Issue: 5 Pages: 2655-2663

    • DOI

      10.1007/s10973-018-7447-9

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Structural Dynamics of the PET-Degrading Cutinase-like Enzyme from Saccharomonospora viridis AHK190 in Substrate-Bound States Elucidates the Ca2+-Driven Catalytic Cycle2018

    • Author(s)
      Numoto Nobutaka、Kamiya Narutoshi、Bekker Gert-Jan、Yamagami Yuri、Inaba Satomi、Ishii Kentaro、Uchiyama Susumu、Kawai Fusako、Ito Nobutoshi、Oda Masayuki
    • Journal Title

      Biochemistry

      Volume: 57 Issue: 36 Pages: 5289-5300

    • DOI

      10.1021/acs.biochem.8b00624

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Core Binding Site of a Thioflavin-T-Derived Imaging Probe on Amyloid β Fibrils Predicted by Computational Methods2018

    • Author(s)
      Kawai Ryoko、Araki Mitsugu、Yoshimura Masashi、Kamiya Narutoshi、Ono Masahiro、Saji Hideo、Okuno Yasushi
    • Journal Title

      ACS Chemical Neuroscience

      Volume: 9 Issue: 5 Pages: 957-966

    • DOI

      10.1021/acschemneuro.7b00389

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Structural and thermodynamic characterization of endo-1,3-β-glucanase: Insights into the substrate recognition mechanism2018

    • Author(s)
      M. Oda, S. Inaba, N. Kamiya, G.-J. Bekker, B. Mikami
    • Journal Title

      Biochim. Biophys. Acta, Proteins Proteomics

      Volume: 1866 Issue: 3 Pages: 415-425

    • DOI

      10.1016/j.bbapap.2017.12.004

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] Accurate prediction of complex structure and affinity for a flexible protein receptor and its inhibitor2017

    • Author(s)
      G.-J. Bekker, N. Kamiya, M. Araki, I. Fukuda, Y. Okuno, H. Nakamura
    • Journal Title

      J. Chem. Theory Comput.

      Volume: 13 Issue: 6 Pages: 2389-2399

    • DOI

      10.1021/acs.jctc.6b01127

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] The effect of conformational flexibility on binding free energy estimation between kinases and their inhibitors2016

    • Author(s)
      M. Araki, N. Kamiya, M. Sato, M. Nakatsui, T. Hirokawa, Y. Okuno
    • Journal Title

      J. Chem. Inf. Model.

      Volume: 56 Issue: 12 Pages: 2445-2456

    • DOI

      10.1021/acs.jcim.6b00398

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Model building of antibody-antigen complex structures using GBSA scores2016

    • Author(s)
      N. Shimba, N. Kamiya, H. Nakamura
    • Journal Title

      J. Chem. Inf. Model.

      Volume: 56 Issue: 10 Pages: 2005-2012

    • DOI

      10.1021/acs.jcim.6b00066

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Revisiting Antibody Modeling Assessment for CDR-H3 loop2016

    • Author(s)
      Hiroshi Nishigami, Narutoshi Kamiya, Haruki Nakamura
    • Journal Title

      Protein Engineering, Design and Selection

      Volume: 29 Issue: 11 Pages: 477-484

    • DOI

      10.1093/protein/gzw028

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Elastic properties of dynein motor domain obtained from all-atom molecular dynamics simulations2016

    • Author(s)
      Narutoshi Kamiya, Tadaaki Mashimo, Yu Takano, Takahide Kon, Genji Kurisu, Haruki Nakamura
    • Journal Title

      Protein Engineering, Design and Selection

      Volume: 29 Issue: 8 Pages: 317-325

    • DOI

      10.1093/protein/gzw022

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] クチナーゼの分子動力学計算による反応機構解析2019

    • Author(s)
      神谷 成敏
    • Organizer
      日本農芸化学会2019年度東京大会
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] Thermal stability of single domain antibodies estimated by MD simulations2019

    • Author(s)
      N. Kamiya, B. Ma, G.-J. Bekker
    • Organizer
      The 63rd annual meeting of Biophysical Society, Baltimore Convention Center
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Estimation of single domain antibody stability by MD simulations2018

    • Author(s)
      G.-J. Bekker, B. Ma, N. Kamiya
    • Organizer
      第56回日本生物物理学会年会
    • Related Report
      2018 Annual Research Report
  • [Presentation] Stability of single domain antibodies by molecular dynamics simulation2018

    • Author(s)
      N. Kamiya, B. Ma, G.-J. Bekker
    • Organizer
      The 32nd annual symposium of the Protein Society
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Binding mechanism of laminarihexaose to endo-1,3-βglucanase analyzed using molecular dynamics simulations2018

    • Author(s)
      N. Kamiya, G.-J. Bekker, S. Inaba, B. Mikami, M. Oda
    • Organizer
      The 62nd annual meeting of Biophysical Society
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] マルチカノニカル分子動力学法によるタンパク質・リガンドのフレキシブルドッキング2018

    • Author(s)
      神谷 成敏
    • Organizer
      近畿化学協会コンピュータ化学部会公開講演会第101回例会
    • Related Report
      2017 Research-status Report
    • Invited
  • [Presentation] Prediction of complex structure and affinity between cyclin-dependent kinase 2 and its inhibitor using multicanonical molecular dynamics and thermodynamic integration simulations2017

    • Author(s)
      N. Kamiya, G.-J. Bekker, M. Araki, I. Fukuda, Y. Okuno, H. Nakamura
    • Organizer
      The 61st annual meeting of Biophysical Society
    • Place of Presentation
      ニューオリンズコンベンションセンター、ニューオリンズ(アメリカ)
    • Year and Date
      2017-02-15
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] The effect of conformational flexibility on binding free energy estimation between protein kinases and their inhibitors2017

    • Author(s)
      M. Araki, N. Kamiya, M. Sato, M. Nakatsui, T. Hirokawa, Y. Okuno
    • Organizer
      The 61st annual meeting of Biophysical Society
    • Place of Presentation
      ニューオリンズコンベンションセンター、ニューオリンズ(アメリカ)
    • Year and Date
      2017-02-14
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Flexible docking and affinity calculation between CDK2 and its inhibitor CS3 using multicanonical MD and thermodynamic integration2017

    • Author(s)
      G.-J. Bekker, N. Kamiya, M. Araki, I. Fukuda, Y. Okuno, H. Nakamura
    • Organizer
      第55回日本生物物理学会年会
    • Related Report
      2017 Research-status Report
  • [Presentation] Multiscale simulations of cytoplasmic dynein: From all-atom to continuum mechanics2017

    • Author(s)
      S. Iida, B. Hanson, N. Kamiya, G. Kurisu, T. Kon, H. Nakamura, S. Harris
    • Organizer
      第55回日本生物物理学会年会
    • Related Report
      2017 Research-status Report
  • [Presentation] Prediction of complex structure and affinity of CDK2 and its inhibitor using McMD and TI simulations2017

    • Author(s)
      G.-J. Bekker, N. Kamiya, M. Araki, I. Fukuda, Y. Okuno, H. Nakamura
    • Organizer
      The 19th IUBAM and the 11th EBSA congress
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Flexible docking between cyclin-dependent kinase 2 and its inhibitor CS3 using multicanonical MD and thermodynamic integration simulations2017

    • Author(s)
      G.-J. Bekker, N. Kamiya, M. Araki, I. Fukuda, Y. Okuno, H. Nakamura
    • Organizer
      第17回日本蛋白質科学会年会
    • Related Report
      2017 Research-status Report
  • [Presentation] The effect of conformational flexibility on the binding free energy calculation between kinases and their ATP-conpetitive inhibitors2016

    • Author(s)
      M. Araki, N. Kamiya, M. Sato, M. Nakatsui, T. Hirokawa, Y. Okuno
    • Organizer
      第54回日本生物物理学会年会
    • Place of Presentation
      つくば国際会議場、茨城県つくば市
    • Year and Date
      2016-11-26
    • Related Report
      2016 Research-status Report
  • [Presentation] Computational method for electrostatic interactions in molecular simulation: theory and practice in the zero-multipole summation2016

    • Author(s)
      I. Fukuda, H. Wang, N. Kamiya, K. Kasahara, T. Terada, S. Sakuraba, H. Nakamura
    • Organizer
      第54回日本生物物理学会年会
    • Place of Presentation
      つくば国際会議場、茨城県つくば市
    • Year and Date
      2016-11-26
    • Related Report
      2016 Research-status Report
  • [Presentation] Flexible docking between cyclin-dependent kinase 2 and its inhibitor using multicanonical MD2016

    • Author(s)
      G.-J.Bekker, N. Kamiya, M. Araki, Y. Okuno, H. Nakamura
    • Organizer
      第54回日本生物物理学会年会
    • Place of Presentation
      つくば国際会議場、茨城県つくば市
    • Year and Date
      2016-11-25
    • Related Report
      2016 Research-status Report
  • [Presentation] Multiscale simulation of cytoplasmic dynein: From all-atom to continuum mechanics2016

    • Author(s)
      S. Iida, B. Hanson, N. Kamiya, G. Kurisu, T. Kon, H. Nakamura, S. Harris
    • Organizer
      第54回日本生物物理学会年会
    • Place of Presentation
      つくば国際会議場、茨城県つくば市
    • Year and Date
      2016-11-25
    • Related Report
      2016 Research-status Report
  • [Remarks] CV of N Kamiya

    • URL

      https://sites.google.com/site/cvofnkamiya/

    • Related Report
      2018 Annual Research Report 2016 Research-status Report
  • [Remarks] cvofnkamiya

    • URL

      https://sites.google.com/site/cvofnkamiya/

    • Related Report
      2017 Research-status Report

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Published: 2016-04-21   Modified: 2020-03-30  

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