Efficient Monte Carlo trial moves for polypeptide simulations

被引:37
作者
Betancourt, MR [1 ]
机构
[1] Indiana Univ Purdue Univ, Dept Phys, Indianapolis, IN 46202 USA
关键词
D O I
10.1063/1.2102896
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
A new move set for the Monte Carlo simulations of polypeptide chains is introduced. It consists of a rigid rotation along the (C-alpha) ends of an arbitrary long segment of the backbone in such a way that the atoms outside this segment remain fixed. This fixed end move, or FEM, alters only the backbone dihedral angles phi and psi and the C-alpha bond angles of the segment ends. Rotations are restricted to those who keep the alpha bond angles within their maximum natural range of approximately +/- 10(degrees). The equations for the angular intervals (tau) of the allowed rigid rotations and the equations required for satisfying the detailed balance condition are presented in detail. One appealing property of the FEM is that the required number of calculations is minimal, as it is evident from the simplicity of the equations. In addition, the moving backbone atoms undergo considerable but limited displacements of up to 3 A. These properties, combined with the small number of backbone angles changed, lead to high acceptance rates for the new conformations and make the algorithm very efficient for sampling the conformational space. The FEMs, combined with pivot moves, are used in a test to fold a group of coarse-grained proteins with lengths of up to 200 residues.
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页数:7
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共 16 条
[1]   Local propensities and statistical potentials of backbone dihedral angles in proteins [J].
Betancourt, MR ;
Skolnick, J .
JOURNAL OF MOLECULAR BIOLOGY, 2004, 342 (02) :635-649
[2]   A reduced protein model with accurate native-structure identification ability [J].
Betancourt, MR .
PROTEINS-STRUCTURE FUNCTION AND BIOINFORMATICS, 2003, 53 (04) :889-907
[3]   Smoothing the landscapes of protein folding: Insights from a minimal model [J].
Betancourt, MR .
JOURNAL OF CHEMICAL PHYSICS, 1998, 109 (04) :1545-1554
[4]   A CONCERTED ROTATION ALGORITHM FOR ATOMISTIC MONTE-CARLO SIMULATION OF POLYMER MELTS AND GLASSES [J].
DODD, LR ;
BOONE, TD ;
THEODOROU, DN .
MOLECULAR PHYSICS, 1993, 78 (04) :961-996
[5]   Monte Carlo update for chain molecules:: Biased Gaussian steps in torsional space [J].
Favrin, G ;
Irbäck, A ;
Sjunnesson, F .
JOURNAL OF CHEMICAL PHYSICS, 2001, 114 (18) :8154-8158
[6]   CALCULATION OF CONFORMATION OF PENTAPEPTIDE CYCLO(GLYCYLGLYCYLGLYCYLPROLYLPROLYL) .2. STATISTICAL WEIGHTS [J].
GO, N ;
LEWIS, PN ;
SCHERAGA, HA .
MACROMOLECULES, 1970, 3 (05) :628-&
[7]   NON-INTERACTING LOCAL-STRUCTURE MODEL OF FOLDING AND UNFOLDING TRANSITION IN GLOBULAR-PROTEINS .1. FORMULATION [J].
GO, N ;
ABE, H .
BIOPOLYMERS, 1981, 20 (05) :991-1011
[8]   Protein dynamics with off-lattice Monte Carlo moves [J].
Hoffmann, D ;
Knapp, EW .
PHYSICAL REVIEW E, 1996, 53 (04) :4221-4224
[9]   THE PIVOT ALGORITHM - A HIGHLY EFFICIENT MONTE-CARLO METHOD FOR THE SELF-AVOIDING WALK [J].
MADRAS, N ;
SOKAL, AD .
JOURNAL OF STATISTICAL PHYSICS, 1988, 50 (1-2) :109-186
[10]   EQUATION OF STATE CALCULATIONS BY FAST COMPUTING MACHINES [J].
METROPOLIS, N ;
ROSENBLUTH, AW ;
ROSENBLUTH, MN ;
TELLER, AH ;
TELLER, E .
JOURNAL OF CHEMICAL PHYSICS, 1953, 21 (06) :1087-1092