Literature DB >> 19413983

Force field bias in protein folding simulations.

Peter L Freddolino1, Sanghyun Park, Benoît Roux, Klaus Schulten.   

Abstract

Long timescale (>1 micros) molecular dynamics simulations of protein folding offer a powerful tool for understanding the atomic-scale interactions that determine a protein's folding pathway and stabilize its native state. Unfortunately, when the simulated protein fails to fold, it is often unclear whether the failure is due to a deficiency in the underlying force fields or simply a lack of sufficient simulation time. We examine one such case, the human Pin1 WW domain, using the recently developed deactivated morphing method to calculate free energy differences between misfolded and folded states. We find that the force field we used favors the misfolded states, explaining the failure of the folding simulations. Possible further applications of deactivated morphing and implications for force field development are discussed.

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Year:  2009        PMID: 19413983      PMCID: PMC2711430          DOI: 10.1016/j.bpj.2009.02.033

Source DB:  PubMed          Journal:  Biophys J        ISSN: 0006-3495            Impact factor:   4.033


  48 in total

1.  Temperature and length scale dependence of hydrophobic effects and their possible implications for protein folding.

Authors:  D M Huang; D Chandler
Journal:  Proc Natl Acad Sci U S A       Date:  2000-07-18       Impact factor: 11.205

2.  Structure of Met-enkephalin in explicit aqueous solution using replica exchange molecular dynamics.

Authors:  K Y Sanbonmatsu; A E García
Journal:  Proteins       Date:  2002-02-01

3.  The backbone conformational entropy of protein folding: experimental measures from atomic force microscopy.

Authors:  James B Thompson; Helen G Hansma; Paul K Hansma; Kevin W Plaxco
Journal:  J Mol Biol       Date:  2002-09-20       Impact factor: 5.469

4.  Sub-microsecond protein folding.

Authors:  Jan Kubelka; Thang K Chiu; David R Davies; William A Eaton; James Hofrichter
Journal:  J Mol Biol       Date:  2006-03-31       Impact factor: 5.469

5.  Assessing implicit models for nonpolar mean solvation forces: the importance of dispersion and volume terms.

Authors:  Jason A Wagoner; Nathan A Baker
Journal:  Proc Natl Acad Sci U S A       Date:  2006-05-18       Impact factor: 11.205

6.  Heterogeneity even at the speed limit of folding: large-scale molecular dynamics study of a fast-folding variant of the villin headpiece.

Authors:  Daniel L Ensign; Peter M Kasson; Vijay S Pande
Journal:  J Mol Biol       Date:  2007-09-29       Impact factor: 5.469

7.  Ten-microsecond molecular dynamics simulation of a fast-folding WW domain.

Authors:  Peter L Freddolino; Feng Liu; Martin Gruebele; Klaus Schulten
Journal:  Biophys J       Date:  2008-03-13       Impact factor: 4.033

Review 8.  Computations of standard binding free energies with molecular dynamics simulations.

Authors:  Yuqing Deng; Benoît Roux
Journal:  J Phys Chem B       Date:  2009-02-26       Impact factor: 2.991

9.  Close agreement between the orientation dependence of hydrogen bonds observed in protein structures and quantum mechanical calculations.

Authors:  Alexandre V Morozov; Tanja Kortemme; Kiril Tsemekhman; David Baker
Journal:  Proc Natl Acad Sci U S A       Date:  2004-04-26       Impact factor: 11.205

10.  Temperature-dependent folding pathways of Pin1 WW domain: an all-atom molecular dynamics simulation of a Gō model.

Authors:  Zhonglin Luo; Jiandong Ding; Yaoqi Zhou
Journal:  Biophys J       Date:  2007-05-18       Impact factor: 4.033

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  63 in total

1.  Dominant folding pathways of a WW domain.

Authors:  Silvio A Beccara; Tatjana Škrbić; Roberto Covino; Pietro Faccioli
Journal:  Proc Natl Acad Sci U S A       Date:  2012-01-26       Impact factor: 11.205

2.  Determination of membrane-insertion free energies by molecular dynamics simulations.

Authors:  James Gumbart; Benoît Roux
Journal:  Biophys J       Date:  2012-02-21       Impact factor: 4.033

3.  Three force fields' views of the 3(10) helix.

Authors:  Kalliopi K Patapati; Nicholas M Glykos
Journal:  Biophys J       Date:  2011-10-05       Impact factor: 4.033

4.  Tackling force-field bias in protein folding simulations: folding of Villin HP35 and Pin WW domains in explicit water.

Authors:  Jeetain Mittal; Robert B Best
Journal:  Biophys J       Date:  2010-08-04       Impact factor: 4.033

5.  The folding transition-state ensemble of a four-helix bundle protein: helix propensity as a determinant and macromolecular crowding as a probe.

Authors:  Harianto Tjong; Huan-Xiang Zhou
Journal:  Biophys J       Date:  2010-05-19       Impact factor: 4.033

6.  Selective refinement and selection of near-native models in protein structure prediction.

Authors:  Jiong Zhang; Bogdan Barz; Jingfen Zhang; Dong Xu; Ioan Kosztin
Journal:  Proteins       Date:  2015-08-12

7.  Common structural transitions in explicit-solvent simulations of villin headpiece folding.

Authors:  Peter L Freddolino; Klaus Schulten
Journal:  Biophys J       Date:  2009-10-21       Impact factor: 4.033

8.  A spin-1 representation for dual-funnel energy landscapes.

Authors:  Justin E Elenewski; Kirill A Velizhanin; Michael Zwolak
Journal:  J Chem Phys       Date:  2018-07-21       Impact factor: 3.488

9.  Transient helical structure during PI3K and Fyn SH3 domain folding.

Authors:  Yoshitaka Matsumura; Masaji Shinjo; Seung Joong Kim; Nobuyuki Okishio; Martin Gruebele; Hiroshi Kihara
Journal:  J Phys Chem B       Date:  2013-04-18       Impact factor: 2.991

Review 10.  Discovery through the computational microscope.

Authors:  Eric H Lee; Jen Hsin; Marcos Sotomayor; Gemma Comellas; Klaus Schulten
Journal:  Structure       Date:  2009-10-14       Impact factor: 5.006

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