Optimized parallel tempering simulations of proteins

被引:193
作者
Trebst, S [1 ]
Troyer, M
Hansmann, UHE
机构
[1] ETH, Comp Lab, CH-8092 Zurich, Switzerland
[2] ETH, Theoret Phys, CH-8093 Zurich, Switzerland
[3] Univ Calif Santa Barbara, Microsoft Res & Kavli Inst Theoret Phys, Santa Barbara, CA 93106 USA
[4] Michigan Technol Univ, Dept Phys, Houghton, MI 49931 USA
[5] Forschungszentrum Julich, John von Heumann Inst Comp, D-52425 Julich, Germany
基金
美国国家科学基金会;
关键词
D O I
10.1063/1.2186639
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
We apply a recently developed adaptive algorithm that systematically improves the efficiency of parallel tempering or replica exchange methods in the numerical simulation of small proteins. Feedback iterations allow us to identify an optimal set of temperatures/replicas which are found to concentrate at the bottlenecks of the simulations. A measure of convergence for the equilibration of the parallel tempering algorithm is discussed. We test our algorithm by simulating the 36-residue villin headpiece subdomain HP-36 where we find a lowest-energy configuration with a root-mean-square deviation of less than 4 A to the experimentally determined structure.
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页数:6
相关论文
共 27 条
[1]   Performance limitations of flat-histogram methods -: art. no. 097201 [J].
Dayal, P ;
Trebst, S ;
Wessel, S ;
Würtz, D ;
Troyer, M ;
Sabhapandit, S ;
Coppersmith, SN .
PHYSICAL REVIEW LETTERS, 2004, 92 (09) :097201-1
[2]   Pathways to a protein folding intermediate observed in a 1-microsecond simulation in aqueous solution [J].
Duan, Y ;
Kollman, PA .
SCIENCE, 1998, 282 (5389) :740-744
[3]   THE DOUBLE CUBIC LATTICE METHOD - EFFICIENT APPROACHES TO NUMERICAL-INTEGRATION OF SURFACE-AREA AND VOLUME AND TO DOT SURFACE CONTOURING OF MOLECULAR ASSEMBLIES [J].
EISENHABER, F ;
LIJNZAAD, P ;
ARGOS, P ;
SANDER, C ;
SCHARF, M .
JOURNAL OF COMPUTATIONAL CHEMISTRY, 1995, 16 (03) :273-284
[4]   [SMMP] A modern package for simulation of proteins [J].
Eisenmenger, F ;
Hansmann, UHE ;
Hayryan, S ;
Hu, CK .
COMPUTER PHYSICS COMMUNICATIONS, 2001, 138 (02) :192-212
[5]  
GEYER GJ, 1992, STAT SCI, V7, P437
[6]   Parallel tempering algorithm for conformational studies of biological molecules [J].
Hansmann, UHE .
CHEMICAL PHYSICS LETTERS, 1997, 281 (1-3) :140-150
[7]   Simulations of a small protein in a specifically designed generalized ensemble [J].
Hansmann, UHE .
PHYSICAL REVIEW E, 2004, 70 (01) :4
[8]   Protein folding in silico:: An overview [J].
Hansmann, UHE .
COMPUTING IN SCIENCE & ENGINEERING, 2003, 5 (01) :64-69
[9]   Global optimization by energy landscape paving [J].
Hansmann, UHE ;
Wille, LT .
PHYSICAL REVIEW LETTERS, 2002, 88 (06) :68105/1-68105/4
[10]   New Monte Carlo algorithms for protein folding [J].
Hansmann, UHE ;
Okamoto, Y .
CURRENT OPINION IN STRUCTURAL BIOLOGY, 1999, 9 (02) :177-183