Challenges in protein-folding simulations

被引:232
作者
Freddolino, Peter L. [1 ]
Harrison, Christopher B. [1 ]
Liu, Yanxin [1 ,2 ]
Schulten, Klaus [1 ,2 ]
机构
[1] Univ Illinois, Beckman Inst, Urbana, IL 61801 USA
[2] Univ Illinois, Dept Phys, Urbana, IL 61801 USA
基金
美国国家科学基金会; 美国国家卫生研究院;
关键词
MOLECULAR-DYNAMICS SIMULATIONS; VILLIN HEADPIECE SUBDOMAIN; FREE-ENERGY LANDSCAPE; TRP-CAGE MINIPROTEIN; GRAPHICS PROCESSING UNITS; POLARIZABLE FORCE-FIELD; MICROSECOND TIME-SCALE; WW DOMAIN; STRUCTURE-PREDICTION; EXPLICIT-SOLVENT;
D O I
10.1038/NPHYS1713
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Experimental studies of protein folding are hampered by the fact that only How-resolution structural data can be obtained with sufficient temporal resolution. Molecular dynamics simulations offer a complementary approach, providing extremely high-resolution spatial and temporal data on folding processes. However, at present, such simulations are limited in several respects, including the inability of molecular dynamics force fields to completely reproduce the true potential energy surfaces of proteins, the need for simulations to extend to the millisecond timesc ale for the folding of many proteins and the difficulty inherent in obtaining sufficient sampling to properly characterize the extremely heterogeneous folding processes and then analysing those data efficiently. We review recent progress in the simulation of three common model systems for protein folding, and discuss how advances in technology and theory are allowing protein-folding simulations to address their present shortcomings.
引用
收藏
页码:751 / 758
页数:8
相关论文
共 103 条
  • [1] Molecular dynamics: Survey of methods for simulating the activity of proteins
    Adcock, Stewart A.
    McCammon, J. Andrew
    [J]. CHEMICAL REVIEWS, 2006, 106 (05) : 1589 - 1615
  • [2] STUDIES IN MOLECULAR DYNAMICS .1. GENERAL METHOD
    ALDER, BJ
    WAINWRIGHT, TE
    [J]. JOURNAL OF CHEMICAL PHYSICS, 1959, 31 (02) : 459 - 466
  • [3] General purpose molecular dynamics simulations fully implemented on graphics processing units
    Anderson, Joshua A.
    Lorenz, Chris D.
    Travesset, A.
    [J]. JOURNAL OF COMPUTATIONAL PHYSICS, 2008, 227 (10) : 5342 - 5359
  • [4] [Anonymous], 2009, IEEE INT S PAR DISTR
  • [5] [Anonymous], SC2009 INT C HIGH PE
  • [6] Polarizable Intermolecular Potentials for Water and Benzene Interacting with Halide and Metal Ions
    Archambault, Fabien
    Chipot, Christophe
    Soteras, Ignacio
    Javier Luque, F.
    Schulten, Klaus
    Dehez, Francois
    [J]. JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2009, 5 (11) : 3022 - 3031
  • [7] BAILY C, 1993, J PHYS CHEM-US, V100, P10269
  • [8] Reaction coordinates and rates from transition paths
    Best, RB
    Hummer, G
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2005, 102 (19) : 6732 - 6737
  • [9] Are current molecular dynamics force fields too helical?
    Best, Robert B.
    Buchete, Nicolae-Viorel
    Hummer, Gerhard
    [J]. BIOPHYSICAL JOURNAL, 2008, 95 (01) : L7 - L9
  • [10] Optimized Molecular Dynamics Force Fields Applied to the Helix-Coil Transition of Polypeptides
    Best, Robert B.
    Hummer, Gerhard
    [J]. JOURNAL OF PHYSICAL CHEMISTRY B, 2009, 113 (26) : 9004 - 9015