Efficiency reduction and pseudo-convergence in replica exchange sampling of peptide folding-unfolding equilibria

被引:31
作者
Denschlag, Robert [1 ]
Lingenheil, Martin [1 ]
Tavan, Paul [1 ]
机构
[1] Univ Munich, Lehrstuhl Biomol Opt, D-80538 Munich, Germany
关键词
D O I
10.1016/j.cplett.2008.04.114
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
Replica exchange (RE) molecular dynamics (MD) simulations are frequently applied to sample the folding-unfolding equilibria of beta-hairpin peptides in solution, because efficiency gains are expected from this technique. Using a three-state Markov model featuring key aspects of beta-hairpin folding we show that RE simulations can be less efficient than conventional techniques. Furthermore we demonstrate that one is easily seduced to erroneously assign convergence to the RE sampling, because RE ensembles can rapidly reach long-lived stationary states. We conclude that typical REMD simulations covering a few tens of nanoseconds are by far too short for sufficient sampling of beta-hairpin folding -unfolding equilibria. (C) 2008 Elsevier B.V. All rights reserved.
引用
收藏
页码:244 / 248
页数:5
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共 21 条
  • [11] Multiplexed-replica exchange molecular dynamics method for protein folding simulation
    Rhee, YM
    Pande, VS
    [J]. BIOPHYSICAL JOURNAL, 2003, 84 (02) : 775 - 786
  • [12] Structure of Met-enkephalin in explicit aqueous solution using replica exchange molecular dynamics
    Sanbonmatsu, KY
    García, AE
    [J]. PROTEINS-STRUCTURE FUNCTION AND GENETICS, 2002, 46 (02): : 225 - 234
  • [13] Light-triggered β-hairpin folding and unfolding
    Schrader, Tobias E.
    Schreier, Wolfgang J.
    Cordes, Thorben
    Koller, Florian O.
    Babitzki, Galina
    Denschlag, Robert
    Renner, Christian
    Loeweneckt, Markus
    Dong, Shou-Liang
    Moroder, Lis
    Tavan, Paul
    Zinth, Wolfgang
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2007, 104 (40) : 15729 - 15734
  • [14] How well can simulation predict protein folding kinetics and thermodynamics?
    Snow, CD
    Sorin, EJ
    Rhee, YM
    Pande, VS
    [J]. ANNUAL REVIEW OF BIOPHYSICS AND BIOMOLECULAR STRUCTURE, 2005, 34 : 43 - 69
  • [15] Replica-exchange molecular dynamics method for protein folding
    Sugita, Y
    Okamoto, Y
    [J]. CHEMICAL PHYSICS LETTERS, 1999, 314 (1-2) : 141 - 151
  • [16] Molecular dynamics simulation of the structure, dynamics, and thermostability of the RNA hairpins uCACGg and cUUCGg
    Villa, Alessandra
    Widjajakusuma, Elisabeth
    Stock, Gerhard
    [J]. JOURNAL OF PHYSICAL CHEMISTRY B, 2008, 112 (01) : 134 - 142
  • [17] What NMR relaxation can tell us about the internal motion of an RNA hairpin: A molecular dynamics simulation study
    Villa, Alessandra
    Stock, Gerhard
    [J]. JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2006, 2 (05) : 1228 - 1236
  • [18] Heterogeneous folding of the trpzip hairpin: Full atom simulation and experiment
    Yang, WY
    Pitera, JW
    Swope, WC
    Gruebele, M
    [J]. JOURNAL OF MOLECULAR BIOLOGY, 2004, 336 (01) : 241 - 251
  • [19] Simulating replica exchange simulations of protein folding with a kinetic network model
    Zheng, Weihua
    Andrec, Michael
    Gallicchio, Emilio
    Levy, Ronald M.
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2007, 104 (39) : 15340 - 15345
  • [20] The free energy landscape for β hairpin folding in explicit water
    Zhou, RH
    Berne, BJ
    Germain, R
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2001, 98 (26) : 14931 - 14936