Long-time protein folding dynamics from short-time molecular dynamics simulations

被引:184
作者
Chodera, John D.
Swope, William C.
Pitera, Jed W.
Dill, Ken A.
机构
[1] Univ Calif San Francisco, Grad Grp Biophys, San Francisco, CA 94143 USA
[2] IBM Corp, Almaden Res Ctr, San Jose, CA 95120 USA
[3] Univ Calif San Francisco, Dept Pharmaceut Chem, San Francisco, CA 94143 USA
关键词
Markov chain model; molecular dynamics; peptide dynamics; protein folding;
D O I
10.1137/06065146X
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Protein folding involves physical timescales - microseconds to seconds - that are too long to be studied directly by straightforward molecular dynamics simulation, where the fundamental timestep is constrained to femtoseconds. Here we show how the long-time statistical dynamics of a simple solvated biomolecular system can be well described by a discrete-state Markov chain model constructed from trajectories that are an order of magnitude shorter than the longest relaxation times of the system. This suggests that such models, appropriately constructed from short molecular dynamics simulations, may have utility in the study of long-time conformational dynamics.
引用
收藏
页码:1214 / 1226
页数:13
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