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Prediction of Protein Tertiary Structures by Monte Carlo Simulated Annealing and Multicanonical Algorithms

Research Project

Project/Area Number 07680722
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Biophysics
Research InstitutionOKAZAKI NATIONAL RESEARCH INSTITUTES

Principal Investigator

OKAMOTO Yuko  Institute for Molecular Science, Department of Theorenical Studies, Associate Professor, 分子科学研究所, 助教授 (70185487)

Project Period (FY) 1995 – 1996
Project Status Completed (Fiscal Year 1996)
Budget Amount *help
¥2,300,000 (Direct Cost: ¥2,300,000)
Fiscal Year 1996: ¥400,000 (Direct Cost: ¥400,000)
Fiscal Year 1995: ¥1,900,000 (Direct Cost: ¥1,900,000)
KeywordsProtein Tertiary Structures / Optimization / Monte Carlo / Molecular Dynamics / Simulated Annealing / Multicanonical Algorithm / Generalized Ensemble / Nucleic Acids / タンパク質 / 立体構造予測 / 徐冷モンテカルロ法 / 最適化問題
Research Abstract

We have been advocating the use of Monte Carlo simulated annealing and multicanonical algorithms in the protein folding problem. Although we have been testing the algorithms by simulations in gas phase, it is well known that the effects of solvent are very important for the protein structure formation and stability. It is thus very important to develop an efficient method of inclusion of solvent effects in the simulations. We have tested the inclusion of solvent effects in three different models. First one is based on an energy term that is proportional to solvent accessible surface area. The second one is based on an energy term that represents hydrophobic effects by the scaled particle theory. The third one is based on an energy term that represents all the solvent effects by the RISM theory.
For the first possiblity, we compared the validity of 5 commonly used parameter sets for the solvent accessible surface area for Met-enkephalin and Protein G.We have shown that two out of the five are inappropriate. For the second possibility that is based on the scaled particle theory, we performed Monte Carlo simulated annealing simulations for Met-enkephalin. We found that the lowest-energy conformation obtained is more extended than that obtained in gas-phase simulations. This is consistent with NMR experiments, Which indicates that Met-enkephalin is fully extended in aqueous solution. Finally, for the case of RISM theory, we calculated the solvation energies of six conformations that we prepared for comparison. We found that a fully extended structure has the lowest total energy among the six. We are now ready for starting serious simulations by Monte Carlo simulated annealing and/or multicanonical algorithms.

Report

(3 results)
  • 1996 Annual Research Report   Final Research Report Summary
  • 1995 Annual Research Report
  • Research Products

    (14 results)

All Other

All Publications (14 results)

  • [Publications] U.Hansmann,Y.Okamoto,and F.Eisermenger: "Molecular dynamics,Langevin and hybrid Monte Carlo simulations in mulaicanonical ensemble" Chemical Physics Letters. 259. 321-330 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] U.Hansmann and Y.Okamoto: "Monte Carlo simulations in generalized ensemblo : multicamonical algoridum versus simulated tempering" Physical Review E. 54. 5863-5865 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] U.Hansmann and Y.Okamoto: "Numerical compansons of three receroly proposed algorithms in the protein folding problem" Journal of Computational Chemistry. (印刷中). (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] M.Kinoshita,Y.Okamoto,and F.Hirata: "Calculation of hydration free enrgy for a solute with many atomic sides using the RISM theory : robust and efficient algorithm" Journal of Computational Chemistry. (印刷中). (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] U.Hansmann, Y.Okamoto, and F.Eisenmenger: ""Molecular dynamics, Langevin, and hybrid Monte Carlo simulations in multicanonical ensemble"" Chemical Physics Lettors. 259. 321-330 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] U.Hansmann and Y,Okamoto: ""Monte Carlo simulations in generalited ensemble : multicanonical alsorithm versus simulated tempering"" Physical Review. E54__-. 5863-5865 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] U.Hansmann and Y.Okamoto: ""Numerical comparisons of three recently proposed algorithms in the protein folding problem"" Journal of Computational Chemistry. (in press). (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] M.Kinoshita, Y.Okamoto, and F.Hirata: ""Calculation of hydration free energy for a solute with many atomic sites using the RISM theory : robust and efficient algorithm"" Journal of Computational Chemistry. (in press). (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] U.Hansmann,Y.Okamoto,and F.Eisenmanger: "Molecular dynamics,Langerin,and hybrid Monte Carlo simulations in multicanonical ensemble" Chemical Physics Letters. 259. 321-330 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] U.Hansmann and Y.Okamoto: "Monte Carlo simulations in genaralized ensomble : multicanonical algorithm verous simulated temporing" Physical Review E. 54. 5863-5865 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] U.Hansmann and Y.Okamoto: "Numerical comparisons of three recently proposed algorithms in the protein folding problem" Journal of Computational Chemistry. (印刷中). (1997)

    • Related Report
      1996 Annual Research Report
  • [Publications] M.Kinoshita,Y.Okamoto,and F.Hirata: "Calculation of hydration free energy for a solute with many atomic syes using the RISM theory : robust and efficient algorithm" Journal of Computational Chemistry. (印刷中). (1997)

    • Related Report
      1996 Annual Research Report
  • [Publications] Y.Okamoto: "Thermodynamics of Helix-Coil Transitions Studied by Multicanonical Algorithme" Journal of Physical Chemistry. 99. 11276-11287 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] Y.Okamoto: "Predicting Protein Tertiary Structures from the First Principles" AAPPS Bulletin. 5巻3&4号. 4-14 (1995)

    • Related Report
      1995 Annual Research Report

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Published: 1995-04-01   Modified: 2016-04-21  

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