Literature DB >> 21843487

Multiple replica repulsion technique for efficient conformational sampling of biological systems.

Anatoly Malevanets1, Shoshana J Wodak.   

Abstract

Here, we propose a technique for sampling complex molecular systems with many degrees of freedom. The technique, termed "multiple replica repulsion" (MRR), does not suffer from poor scaling with the number of degrees of freedom associated with common replica exchange procedures and does not require sampling at high temperatures. The algorithm involves creation of multiple copies (replicas) of the system, which interact with one another through a repulsive potential that can be applied to the system as a whole or to portions of it. The proposed scheme prevents oversampling of the most populated states and provides accurate descriptions of conformational perturbations typically associated with sampling ground-state energy wells. The performance of MRR is illustrated for three systems of increasing complexity. A two-dimensional toy potential surface is used to probe the sampling efficiency as a function of key parameters of the procedure. MRR simulations of the Met-enkephalin pentapeptide, and the 76-residue protein ubiquitin, performed in presence of explicit water molecules and totaling 32 ns each, investigate the ability of MRR to characterize the conformational landscape of the peptide, and the protein native basin, respectively. Results obtained for the enkephalin peptide reflect more closely the extensive conformational flexibility of this peptide than previously reported simulations. Those obtained for ubiquitin show that conformational ensembles sampled by MRR largely encompass structural fluctuations relevant to biological recognition, which occur on the microsecond timescale, or are observed in crystal structures of ubiquitin complexes with other proteins. MRR thus emerges as a very promising simple and versatile technique for modeling the structural plasticity of complex biological systems.
Copyright © 2011 Biophysical Society. Published by Elsevier Inc. All rights reserved.

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Year:  2011        PMID: 21843487      PMCID: PMC3175088          DOI: 10.1016/j.bpj.2011.06.043

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


  22 in total

1.  The folding funnel landscape for the peptide Met-enkephalin.

Authors:  U H Hansmann; Y Okamoto; J N Onuchic
Journal:  Proteins       Date:  1999-03-01

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.  Free energy surfaces of beta-hairpin and alpha-helical peptides generated by replica exchange molecular dynamics with the AGBNP implicit solvent model.

Authors:  Anthony K Felts; Yuichi Harano; Emilio Gallicchio; Ronald M Levy
Journal:  Proteins       Date:  2004-08-01

Review 4.  How well can simulation predict protein folding kinetics and thermodynamics?

Authors:  Christopher D Snow; Eric J Sorin; Young Min Rhee; Vijay S Pande
Journal:  Annu Rev Biophys Biomol Struct       Date:  2005

Review 5.  Coarse-grained models for proteins.

Authors:  Valentina Tozzini
Journal:  Curr Opin Struct Biol       Date:  2005-04       Impact factor: 6.809

6.  Mechanism and energy landscape of domain swapping in the B1 domain of protein G.

Authors:  Anatoly Malevanets; Fernanda L Sirota; Shoshana J Wodak
Journal:  J Mol Biol       Date:  2008-06-17       Impact factor: 5.469

Review 7.  Parallel tempering: theory, applications, and new perspectives.

Authors:  David J Earl; Michael W Deem
Journal:  Phys Chem Chem Phys       Date:  2005-12-07       Impact factor: 3.676

8.  Local elevation: a method for improving the searching properties of molecular dynamics simulation.

Authors:  T Huber; A E Torda; W F van Gunsteren
Journal:  J Comput Aided Mol Des       Date:  1994-12       Impact factor: 3.686

9.  Conformational analysis of Met-enkephalin in both aqueous solution and in the presence of sodium dodecyl sulfate micelles using multidimensional NMR and molecular modeling.

Authors:  W H Graham; E S Carter; R P Hicks
Journal:  Biopolymers       Date:  1992-12       Impact factor: 2.505

10.  An implicit membrane generalized born theory for the study of structure, stability, and interactions of membrane proteins.

Authors:  Wonpil Im; Michael Feig; Charles L Brooks
Journal:  Biophys J       Date:  2003-11       Impact factor: 4.033

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  3 in total

Review 1.  The Landscape of Intertwined Associations in Homooligomeric Proteins.

Authors:  Shoshana J Wodak; Anatoly Malevanets; Stephen S MacKinnon
Journal:  Biophys J       Date:  2015-09-01       Impact factor: 4.033

Review 2.  Interplay of self-association and conformational flexibility in regulating protein function.

Authors:  Michael Garton; Stephen S MacKinnon; Anatoly Malevanets; Shoshana J Wodak
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2018-06-19       Impact factor: 6.237

3.  Free Energy Calculations using a Swarm-Enhanced Sampling Molecular Dynamics Approach.

Authors:  Kepa K Burusco; Neil J Bruce; Irfan Alibay; Richard A Bryce
Journal:  Chemphyschem       Date:  2015-09-29       Impact factor: 3.102

  3 in total

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