Consistent View of Protein Fluctuations from All-Atom Molecular Dynamics and Coarse-Grained Dynamics with Knowledge-Based Force-Field

被引:74
作者
Jamroz, Michal [1 ]
Orozco, Modesto [2 ,3 ]
Kolinski, Andrzej [1 ]
Kmiecik, Sebastian [1 ]
机构
[1] Univ Warsaw, Lab Theory Biopolymers, Fac Chem, PL-02093 Warsaw, Poland
[2] Inst Res Biomed, IRB BSC Joint Res Program Computat Biol, Barcelona 08028, Spain
[3] Univ Barcelona, Dept Biochem, E-08007 Barcelona, Spain
关键词
LEVEL CHARACTERIZATION; STRUCTURE PREDICTION; FOLDING SIMULATIONS; STRUCTURAL DYNAMICS; NUCLEIC-ACIDS; SPEED LIMIT; DOMAIN; HETEROGENEITY; PATHWAYS; LIBRARY;
D O I
10.1021/ct300854w
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
It is widely recognized that atomistic Molecular Dynamics (MD), a classical simulation method, captures the essential physics of protein dynamics. That idea is supported by a theoretical study showing that various MD force-fields provide a consensus picture of protein fluctuations in aqueous solution [Rueda, M. et al. Proc. Natl. Acad. Sci. U.SA. 2007, 104, 796-801]. However, atomistic MD cannot be applied to most biologically relevant processes due to its limitation to relatively short time scales. Much longer time scales can be accessed by properly designed coarse-grained models. We demonstrate that the aforementioned consensus view of protein dynamics from short (nanosecond) time scale MD simulations is fairly consistent with the dynamics of the coarse-grained protein model - the CABS model. The CABS model employs stochastic dynamics (a Monte Carlo method) and a knowledge-based force-field, which is not biased toward the native structure of a simulated protein. Since CABS-based dynamics allows for the simulation of entire folding (or multiple folding events) in a single run, integration of the CABS approach with all-atom MD promises a convenient (and computationally feasible) means for the long-time multiscale molecular modeling of protein systems with atomistic resolution.
引用
收藏
页码:119 / 125
页数:7
相关论文
共 49 条
[1]   STUDIES IN MOLECULAR DYNAMICS .1. GENERAL METHOD [J].
ALDER, BJ ;
WAINWRIGHT, TE .
JOURNAL OF CHEMICAL PHYSICS, 1959, 31 (02) :459-466
[2]   A 2ND GENERATION FORCE-FIELD FOR THE SIMULATION OF PROTEINS, NUCLEIC-ACIDS, AND ORGANIC-MOLECULES [J].
CORNELL, WD ;
CIEPLAK, P ;
BAYLY, CI ;
GOULD, IR ;
MERZ, KM ;
FERGUSON, DM ;
SPELLMEYER, DC ;
FOX, T ;
CALDWELL, JW ;
KOLLMAN, PA .
JOURNAL OF THE AMERICAN CHEMICAL SOCIETY, 1995, 117 (19) :5179-5197
[3]   Exploring the suitability of coarse-grained techniques for the representation of protein dynamics [J].
Emperador, Agusti ;
Carrillo, Oliver ;
Rueda, Manuel ;
Orozco, Modesto .
BIOPHYSICAL JOURNAL, 2008, 95 (05) :2127-2138
[4]   United-Atom Discrete Molecular Dynamics of Proteins Using Physics-Based Potentials [J].
Emperador, Agusti ;
Meyer, Tim ;
Orozco, Modesto .
JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2008, 4 (12) :2001-2010
[5]   Heterogeneity even at the speed limit of folding: Large-scale molecular dynamics study of a fast-folding variant of the villin headpiece [J].
Ensign, Daniel L. ;
Kasson, Peter M. ;
Pande, Vijay S. .
JOURNAL OF MOLECULAR BIOLOGY, 2007, 374 (03) :806-816
[6]   The Fip35 WW Domain Folds with Structural and Mechanistic Heterogeneity in Molecular Dynamics Simulations [J].
Ensign, Daniel L. ;
Pande, Vijay S. .
BIOPHYSICAL JOURNAL, 2009, 96 (08) :L53-L55
[7]   Ten-microsecond molecular dynamics simulation of a fast-folding WW domain [J].
Freddolino, Peter L. ;
Liu, Feng ;
Gruebele, Martin ;
Schulten, Klaus .
BIOPHYSICAL JOURNAL, 2008, 94 (10) :L75-L77
[8]   Common Structural Transitions in Explicit-Solvent Simulations of Villin Headpiece Folding [J].
Freddolino, Peter L. ;
Schulten, Klaus .
BIOPHYSICAL JOURNAL, 2009, 97 (08) :2338-2347
[9]   Utility library for structural bioinformatics [J].
Gront, Dominik ;
Kolinski, Andrzej .
BIOINFORMATICS, 2008, 24 (04) :584-585
[10]   A CONSISTENT EMPIRICAL POTENTIAL FOR WATER-PROTEIN INTERACTIONS [J].
HERMANS, J ;
BERENDSEN, HJC ;
VANGUNSTEREN, WF ;
POSTMA, JPM .
BIOPOLYMERS, 1984, 23 (08) :1513-1518