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Optimization of a method estimating for small-angle X-ray scattering by using Bayesian inference.

Research Project

Project/Area Number 16K00396
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Life / Health / Medical informatics
Research InstitutionKochi University

Principal Investigator

SEKI Yasutaka  高知大学, 教育研究部医療学系医学教育部門, 教授 (30377220)

Co-Investigator(Kenkyū-buntansha) 中村 成芳  宇部工業高等専門学校, 一般科, 准教授 (20623995)
Research Collaborator KAWATA Yasushi  
KEZUKA Yuichiro  
Project Period (FY) 2016-04-01 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2018: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2017: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2016: ¥3,120,000 (Direct Cost: ¥2,400,000、Indirect Cost: ¥720,000)
Keywords蛋白質構造 / 天然変性蛋白質 / SAXS / NMR / 小角X線散乱 / タンパク質 / 天然変性タンパク質 / 分子動力学計算 / コンピュータシミュレーション
Outline of Final Research Achievements

We measured high accuracy small-angle X-ray scattering (SAXS) data of both apomyoglobin on an urea-denatured condition and α-synuclein to be an intrinsically disordered protein. And these high accuracy data can be used for developing a new program that estimates for the SAXS data from protein conformation. Furthermore, molecular dynamics simulations were performed with the unfolded conformation of apomyoglobin as the initial state and the SAXS profiles were estimated with high accuracy using the trajectory data of atomic coordinates of the water obtained through this simulation. It was confirmed that the estimated SAXS profiles are consistent with the measured one. Finally, a hydration structure was able to be modeled referring to the trajectory of the water and the hydration effect for the SAXS profile was elucidated.

Academic Significance and Societal Importance of the Research Achievements

SAXSプロフィルと多次元核磁気共鳴(NMR)の残余双極子結合(RDC)に対する実験再現性を等価に扱い,極めて効率的に高い実験再現性をもつ構造集団を得ることが出来る新たな鎖状分子モデリング法を開発した。この方法を用いて,尿素変性及び酸変性状態アポミオグロビンとαシヌクレインの予測構造集団を生成した。これらの構造集団の統計的な特徴を比較し,それぞれの状態の違いを明らかにした。この科研費で開発した,一連の解鎖状態タンパク質の解析方法は,創薬など幅広い分野での利用が期待される。

Report

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

    (6 results)

All 2018 2017 2016

All Presentation (6 results) (of which Int'l Joint Research: 2 results,  Invited: 1 results)

  • [Presentation] アポミオグロビンの酸変性状態と尿素変性状態の構造的な差異2018

    • Author(s)
      関 安孝、中村 成芳
    • Organizer
      第18回日本蛋白質科学会年会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 解鎖タンパク質の全アミノ酸残基の構造分布情報を化学シフトから得る方法の開発2018

    • Author(s)
      関 安孝
    • Organizer
      第56回日本生物物理学会年会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 分子モデリングと実験値による尿素変性アポミオグロビンの構造特性2017

    • Author(s)
      関安孝
    • Organizer
      第17回日本蛋白質科学会年会
    • Related Report
      2017 Research-status Report
  • [Presentation] Structural features of the urea denatured apomyoglobin using molecular modeling and experimental data2017

    • Author(s)
      Yasutaka Seki
    • Organizer
      The 55th Annual Meeting of the Biophysical Society of Japan
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] A novel framework for developing the evaluation method of SAXS profile of IDP.2016

    • Author(s)
      Yasutaka Seki, Shigeyoshi Nakamura
    • Organizer
      The 54th Annual Meeting of the Biophysical Society of Japan
    • 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
    • Int'l Joint Research
  • [Presentation] IDP構造集団推定のための高速アルゴリズム2016

    • Author(s)
      関 安孝
    • Organizer
      第16回日本蛋白質科学会年会
    • Place of Presentation
      福岡国際会議場(福岡県・福岡市)
    • Year and Date
      2016-06-07
    • Related Report
      2016 Research-status Report

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

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