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Elucidation of dependence of secondary structure on the formation of protein structure and development of new forcefield incorporating effects of secondary structure

Research Project

Project/Area Number 19K06589
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Review Section Basic Section 43040:Biophysics-related
Research InstitutionHiroshima City University

Principal Investigator

Takano Yu  広島市立大学, 情報科学研究科, 教授 (30403017)

Co-Investigator(Kenkyū-buntansha) 近藤 寛子  北見工業大学, 工学部, 助教 (60700028)
Project Period (FY) 2019-04-01 – 2023-03-31
Project Status Completed (Fiscal Year 2022)
Budget Amount *help
¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2021: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2020: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2019: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Keywords水素結合 / 二次構造 / 分子力場 / 蛋白質 / 分子動力学シミュレーション / 密度汎関数法 / 量子化学計算
Outline of Research at the Start

蛋白質の機能発現の理解には長時間の分子動力学(MD)シミュレーションが必須なツールである。しかし、そこで用いられる分子力場の精度が不十分であるため計算結果の信頼性には問題が残っている。そこで、高精度のMDシミュレーションのため、これまでの研究で明らかにした「アミノ酸主鎖の水素結合エネルギーには高次構造依存性がある」という結果にもとづき、信頼性の高い量子化学(QM)計算を用いて蛋白質高次構造を解明し、それに依存する全く新規な力場関数とそのパラメータを開発する。さらに、拡張アンサンブル法から得られる自由エネルギー地形からその信頼性を確認し、第一原理計算による立体構造形成機序を解明する。

Outline of Final Research Achievements

To develop a new force field function and its parameters that depend on the protein structure, in particular secondary structure, hydrogen bond (H-bond) energies were calculated for representative secondary structures using a combination of quantum chemical calculations and the Negative Fragmentation Approach (NFA) and compared with the classical force field. Our computational results suggest that the destabilization of the H-bond is attributed to the depolarization caused by the adjacent residue of the helical backbone connecting the H-bond donor and acceptor. Based on the findings from our computational results, a model was constructed in which the atomic partial charges of the N-H and C=O groups of the backbone peptide groups forming H-bonds are changed by the neighboring peptide groups, respectively, reproducing the H-bond energies of alpha-helices and 3_10-helices given by the NFA computation. We expect that this modification could lead to more reliable MD simulations.

Academic Significance and Societal Importance of the Research Achievements

タンパク質の機能発現の理解に長時間の分子動力学シミュレーションが必須なツールである。しかし、そこで使われる分子力場の精度に問題がある。本申請では、「アミノ酸主鎖の水素結合エネルギーには高次構造依存性がある」といった現象にもとづき、量子化学計算を用いてタンパク質構造形成に重要である水素結合の高次構造依存性の起源を明らかにし、高次構造に依存する新規な力場関数とパラメータの開発を目的に研究を進めた。その結果、代表的な二次構造であるヘリックスに関して、隣接するカルボニル基およびアミノ基の影響よりペプチド結合が脱分極し、水素結合が不安定化されることを明らかにし、分子力場の精度の改良に重要な知見を得た。

Report

(5 results)
  • 2022 Annual Research Report   Final Research Report ( PDF )
  • 2021 Research-status Report
  • 2020 Research-status Report
  • 2019 Research-status Report
  • Research Products

    (35 results)

All 2023 2022 2021 2020 2019

All Journal Article (18 results) (of which Peer Reviewed: 18 results,  Open Access: 16 results) Presentation (17 results) (of which Int'l Joint Research: 3 results,  Invited: 5 results)

  • [Journal Article] Prediction of Protein Function from Tertiary Structure of the Active Site in Heme Proteins by Convolutional Neural Network2023

    • Author(s)
      Kondo Hiroko X.、Iizuka Hiroyuki、Masumoto Gen、Kabaya Yuichi、Kanematsu Yusuke、Takano Yu
    • Journal Title

      Biomolecules

      Volume: 13 Issue: 1 Pages: 137-137

    • DOI

      10.3390/biom13010137

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Negative fragmentation approach for investigating the depolarization effect of neighboring residues on hydrogen bonds in π-helix2023

    • Author(s)
      Kondo Hiroko X.、Nakamura Haruki、Takano Yu
    • Journal Title

      Chemical Physics Letters

      Volume: 815 Pages: 140361-140361

    • DOI

      10.1016/j.cplett.2023.140361

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Predicting Reaction Mechanisms for the Threonine-Residue Stereoinversion Catalyzed by a Dihydrogen Phosphate Ion2022

    • Author(s)
      Nakayoshi Tomoki、Kato Koichi、Kurimoto Eiji、Takano Yu、Oda Akifumi
    • Journal Title

      ACS Omega

      Volume: 7 Issue: 22 Pages: 18306-18314

    • DOI

      10.1021/acsomega.2c00372

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Evaluation of an Appropriate Standard Hydrogen Electrode Potential for Computing Redox Potentials of Catechins with Density Functional Theory2022

    • Author(s)
      Duan Lian、Takano Yu、Shigeta Yasuteru
    • Journal Title

      Chemistry Letters

      Volume: 51 Issue: 7 Pages: 673-677

    • DOI

      10.1246/cl.220165

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Structure of Heme-binding Pocket in Heme Protein is Generally Rigid and can be Predicted by AlphaFold22022

    • Author(s)
      Kondo Hiroko X.、Kanematsu Yusuke、Takano Yu
    • Journal Title

      Chemistry Letters

      Volume: 51 Issue: 7 Pages: 704-708

    • DOI

      10.1246/cl.220172

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Depolarizing Effects in Hydrogen Bond Energy in 310-Helices Revealed by Quantum Chemical Analysis2022

    • Author(s)
      Kondo Hiroko X.、Nakamura Haruki、Takano Yu
    • Journal Title

      International Journal of Molecular Sciences

      Volume: 23 Issue: 16 Pages: 9032-9032

    • DOI

      10.3390/ijms23169032

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Elucidation of the Correlation between Heme Distortion and Tertiary Structure of the Heme-Binding Pocket Using a Convolutional Neural Network2022

    • Author(s)
      Kondo Hiroko X.、Iizuka Hiroyuki、Masumoto Gen、Kabaya Yuichi、Kanematsu Yusuke、Takano Yu
    • Journal Title

      Biomolecules

      Volume: 12 Issue: 9 Pages: 1172-1172

    • DOI

      10.3390/biom12091172

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Conformational Preference of Flavonols and Its Effect on the Chemical Properties Involved in Radical Scavenging Activity2022

    • Author(s)
      Kondo Hiroko X.、Takano Yu
    • Journal Title

      Chemistry

      Volume: 4 Issue: 4 Pages: 1123-1135

    • DOI

      10.3390/chemistry4040076

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Quantum chemical studies on hydrogen bonds in helical secondary structures2022

    • Author(s)
      Takano Yu、Kondo Hiroko X.、Nakamura Haruki
    • Journal Title

      Biophysical Reviews

      Volume: 14 Issue: 6 Pages: 1369-1378

    • DOI

      10.1007/s12551-022-01034-5

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Analysis of Fluctuation in the Heme-Binding Pocket and Heme Distortion in Hemoglobin and Myoglobin2022

    • Author(s)
      Kondo Hiroko X.、Takano Yu
    • Journal Title

      Life

      Volume: 12 Issue: 2 Pages: 210-210

    • DOI

      10.3390/life12020210

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Global Analysis of Heme Proteins Elucidates the Correlation between Heme Distortion and the Heme-Binding Pocket2022

    • Author(s)
      Kondo Hiroko X.、Fujii Masanori、Tanioka Takuma、Kanematsu Yusuke、Yoshida Takashi、Takano Yu
    • Journal Title

      Journal of Chemical Information and Modeling

      Volume: 62 Issue: 4 Pages: 775-784

    • DOI

      10.1021/acs.jcim.1c01315

    • Related Report
      2021 Research-status Report
    • Peer Reviewed
  • [Journal Article] Theoretical Prediction of the Redox Potential of Catechins with First Principle Calculation2021

    • Author(s)
      DUAN Lian、TAKANO Yu、SHIGETA Yasuteru
    • Journal Title

      Journal of Computer Chemistry, Japan

      Volume: 20 Issue: 4 Pages: 137-139

    • DOI

      10.2477/jccj.2022-0002

    • ISSN
      1347-1767, 1347-3824
    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Spin‐projected QM/MM Free Energy Simulations for Oxidation Reaction of Guanine in B?DNA by Singlet Oxygen2021

    • Author(s)
      Saito Toru、Takano Yu
    • Journal Title

      ChemPhysChem

      Volume: 22 Issue: 6 Pages: 561-568

    • DOI

      10.1002/cphc.202000978

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] PyDISH: database and analysis tools for heme porphyrin distortion in heme proteins2020

    • Author(s)
      Kondo Hiroko X、Kanematsu Yusuke、Masumoto Gen、Takano Yu
    • Journal Title

      Database

      Volume: 2020

    • DOI

      10.1093/database/baaa066

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Quantitative assessment of reparameterized PM6 (rPM6) for hydrogen abstraction reactions2020

    • Author(s)
      Saito Toru、Kambara Hiroki、Takano Yu
    • Journal Title

      Molecular Physics

      Volume: 118 Issue: 14 Pages: e1700313-e1700313

    • DOI

      10.1080/00268976.2019.1700313

    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] Hydrogen bond donors and acceptors are generally depolarized in ホア窶辛elices as revealed by a molecular tailoring approach2019

    • Author(s)
      *H. X. Kondo, A. Kusaka, C. K. Kitakawa, J. Onari, S. Yamanaka, H. Nakamura, *Y. Takano
    • Journal Title

      Journal of Computational Chemistry

      Volume: 40 Issue: 23 Pages: 2043-2052

    • DOI

      10.1002/jcc.25859

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Singlet-Triplet Energy Gaps in Binuclear Copper Complexes and Organic Diradicals by Approximate Spin Projected Spin-unrestricted Coupled Cluster Method2019

    • Author(s)
      Saito Toru、Takano Yu
    • Journal Title

      Chemistry Letters

      Volume: 48 Issue: 12 Pages: 1441-1444

    • DOI

      10.1246/cl.190666

    • NAID

      130007757577

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Effects of a remote mutation from the contact paratope on the structure of CDR-H3 in the anti-HIV neutralizing antibody PG162019

    • Author(s)
      Kondo Hiroko X.、Kiribayashi Ryo、Kuroda Daisuke、Kohda Jiro、Kugimiya Akimitsu、Nakano Yasuhisa、Tsumoto Kouhei、Takano Yu
    • Journal Title

      Scientific Reports

      Volume: 9 Issue: 1 Pages: 19840-19840

    • DOI

      10.1038/s41598-019-56154-y

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] Depolarizing effects in hydrogen bond energy in 310-helices revealed by quantum chemical analysis2022

    • Author(s)
      Yu Takano, Hiroko X. Kondo, Haruki Nakamura
    • Organizer
      International Congress on Pure & Applied Chemistry Kota Kinabalu
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] F型アクチンのATP加水分解反応機構の理論解析2021

    • Author(s)
      兼松佑典, 武田修一, 小池亮太郎, 太田元規, 鷹野優, 前田雄一郎
    • Organizer
      第47回生体分子科学討論会
    • Related Report
      2021 Research-status Report
  • [Presentation] ヘム蛋白質における構造機能相関の解明に向けたヘム結合部位のタンパ ク質環境とヘムの歪みの相関解析2021

    • Author(s)
      近藤寛子,飯塚博幸,舛本現,兼松佑典,鷹野優
    • Organizer
      日本コンピュータ化学会2021年秋季年会
    • Related Report
      2021 Research-status Report
  • [Presentation] ヘムタンパク質における構造機能相関の解明に向けたタンパク質ポケットとヘムの歪みの相関解析2021

    • Author(s)
      近藤寛子,飯塚博幸,舛本現,兼松佑典,鷹野優
    • Organizer
      第21回日本蛋白質科学会
    • Related Report
      2021 Research-status Report
  • [Presentation] 計算科学によるヘム蛋白質活性中心の分子構造-電子状態-機能相関解析2021

    • Author(s)
      鷹野優
    • Organizer
      CBI学会2021年大会
    • Related Report
      2021 Research-status Report
    • Invited
  • [Presentation] Computational study of the structural function relationship of heme proteins2021

    • Author(s)
      Yu Takano, Hiroko X. Kondo, Yusuke Kanematsu
    • Organizer
      第57回日本生物物理学会
    • Related Report
      2021 Research-status Report
    • Invited
  • [Presentation] 分子動力学法を用いた蛍光タンパク質の発光機構の計算科学的研究2021

    • Author(s)
      坂井 俊夫,鷹野 優
    • Organizer
      日本コンピュータ化学会2021秋季年会
    • Related Report
      2021 Research-status Report
  • [Presentation] 第一原理計算によるカテキン類の酸化還元電位の理論予測2021

    • Author(s)
      段煉,鷹野優,重田育照
    • Organizer
      日本コンピュータ化学会2021秋季年会
    • Related Report
      2021 Research-status Report
  • [Presentation] Analysis of an effect of mutations on the structure of CDR-H3 in the anti-HIV neutralizing antibody PG162020

    • Author(s)
      近藤寛子・桐林遼・黒田大祐・津本浩平・鷹野優
    • Organizer
      第58回日本生物物理学会年会
    • Related Report
      2020 Research-status Report
    • Invited
  • [Presentation] PyDISH: Database and analysis tools for heme porphyrin distortion in heme proteins2020

    • Author(s)
      鷹野優・近藤寛子・兼松佑典・舛本現
    • Organizer
      第58回日本生物物理学会年会
    • Related Report
      2020 Research-status Report
  • [Presentation] ヘムタンパク質におけるヘム周囲のタンパク質環境とヘムの歪みの網羅解析2020

    • Author(s)
      近藤寛子・藤井理則・谷岡卓磨・兼松佑典・吉田孝・鷹野優
    • Organizer
      錯体化学会第70回討論会
    • Related Report
      2020 Research-status Report
  • [Presentation] ヘムの構造歪みデータベースおよび解析ツールPyDISHの開発2020

    • Author(s)
      鷹野優・近藤寛子・兼松佑典・舛本現
    • Organizer
      日本コンピュータ化学会2020秋季年会
    • Related Report
      2020 Research-status Report
  • [Presentation] Quantum chemical analysis of the hydrogen bond interactions in secondary structures of proteins with Negative Fragmentation Approach2020

    • Author(s)
      Yu Takano, Hiroko X. Kondo, Haruki Nakamura
    • Organizer
      The 60th Sanibel Symposium
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Hydrogen bond donors and acceptors are generally depolarized in α-helices as revealed by a negative fragmentation approach2019

    • Author(s)
      鷹野優・近藤寛子・草鹿あゆみ・山中秀介・中村春木
    • Organizer
      第57回日本生物物理学会年会
    • Related Report
      2019 Research-status Report
  • [Presentation] Hydrogen bond donors and acceptors are generally depolarized in α-helices as revealed by a molecular tailoring approach2019

    • Author(s)
      近藤寛子・草鹿あゆみ・中村春木・鷹野優
    • Organizer
      第19回日本蛋白質科学会年会
    • Related Report
      2019 Research-status Report
  • [Presentation] Negative Fragmentation Approachを用いたタンパク質の二次構造における相互作用エネルギーの解析2019

    • Author(s)
      近藤寛子・草鹿あゆみ・中村春木・鷹野優
    • Organizer
      日本コンピュータ化学会2019秋季年会
    • Related Report
      2019 Research-status Report
  • [Presentation] Hydrogen bond donors and acceptors are generally depolarized in α-helices as revealed by a negative fragmentation approach2019

    • Author(s)
      Yu Takano, Hiroko X. Kondo, Ayumi Kusaka, Shusuke Yamanaka, Haruki Nakamura
    • Organizer
      International Congress on Pure & Applied Chemistry Yangon 2019
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research / Invited

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Published: 2019-04-18   Modified: 2024-01-30  

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