Extremely precise free energy calculations of amino acid side chain analogs: Comparison of common molecular mechanics force fields for proteins

被引:576
作者
Shirts, MR [1 ]
Pitera, JW
Swope, WC
Pande, VS
机构
[1] Stanford Univ, Dept Chem, Stanford, CA 94305 USA
[2] IBM Corp, Almaden Res Ctr, San Jose, CA 95120 USA
关键词
D O I
10.1063/1.1587119
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
Quantitative free energy computation involves both using a model that is sufficiently faithful to the experimental system under study (accuracy) and establishing statistically meaningful measures of the uncertainties resulting from finite sampling (precision). We use large-scale distributed computing to access sufficient computational resources to extensively sample molecular systems and thus reduce statistical uncertainty of measured free energies. In order to examine the accuracy of a range of common models used for protein simulation, we calculate the free energy of hydration of 15 amino acid side chain analogs derived from recent versions of the OPLS-AA, CHARMM, and AMBER parameter sets in TIP3P water using thermodynamic integration. We achieve a high degree of statistical precision in our simulations, obtaining uncertainties for the free energy of hydration of 0.02-0.05 kcal/mol, which are in general an order of magnitude smaller than those found in other studies. Notably, this level of precision is comparable to that obtained in experimental hydration free energy measurements of the same molecules. Root mean square differences from experiment over the set of molecules examined using AMBER-, CHARMM-, and OPLS-AA-derived parameters were 1.35 kcal/mol, 1.31 kcal/mol, and 0.85 kcal/mol, respectively. Under the simulation conditions used, these force fields tend to uniformly underestimate solubility of all the side chain analogs. The relative free energies of hydration between amino acid side chain analogs were closer to experiment but still exhibited significant deviations. Although extensive computational resources may be needed for large numbers of molecules, sufficient computational resources to calculate precise free energy calculations for small molecules are accessible to most researchers. (C) 2003 American Institute of Physics.
引用
收藏
页码:5740 / 5761
页数:22
相关论文
共 99 条
[71]   COMPARING THE POLARITIES OF THE AMINO-ACIDS - SIDE-CHAIN DISTRIBUTION COEFFICIENTS BETWEEN THE VAPOR-PHASE, CYCLOHEXANE, 1-OCTANOL, AND NEUTRAL AQUEOUS-SOLUTION [J].
RADZICKA, A ;
WOLFENDEN, R .
BIOCHEMISTRY, 1988, 27 (05) :1664-1670
[72]   Density of states simulations of proteins [J].
Rathore, N ;
Knotts, TA ;
de Pablo, JJ .
JOURNAL OF CHEMICAL PHYSICS, 2003, 118 (09) :4285-4290
[73]   STUDIES ON FREE-ENERGY CALCULATIONS .1. THERMODYNAMIC INTEGRATION USING A POLYNOMIAL PATH [J].
RESAT, H ;
MEZEI, M .
JOURNAL OF CHEMICAL PHYSICS, 1993, 99 (08) :6052-6061
[74]   Correcting for electrostatic cutoffs in free energy simulations: Toward consistency between simulations with different cutoffs [J].
Resat, H ;
McCammon, JA .
JOURNAL OF CHEMICAL PHYSICS, 1998, 108 (23) :9617-9623
[75]   ANDERSEN CANONICAL-ENSEMBLE MOLECULAR-DYNAMICS FOR MOLECULES WITH CONSTRAINTS [J].
RYCKAERT, JP ;
CICCOTTI, G .
MOLECULAR PHYSICS, 1986, 58 (06) :1125-1136
[76]   INTRODUCTION OF ANDERSEN DEMON IN THE MOLECULAR-DYNAMICS OF SYSTEMS WITH CONSTRAINTS [J].
RYCKAERT, JP ;
CICCOTTI, G .
JOURNAL OF CHEMICAL PHYSICS, 1983, 78 (12) :7368-7374
[77]   Computing - Screen savers of the world unite! [J].
Shirts, M ;
Pande, VS .
SCIENCE, 2000, 290 (5498) :1903-1904
[78]   Use of locally enhanced sampling in free energy calculations:: Testing and application to the α→β anomerization of glucose [J].
Simmerling, C ;
Fox, T ;
Kollman, PA .
JOURNAL OF THE AMERICAN CHEMICAL SOCIETY, 1998, 120 (23) :5771-5782
[79]   PREDICTIONS OF FREE-ENERGY DIFFERENCES FROM A SINGLE SIMULATION OF THE INITIAL-STATE [J].
SMITH, PE ;
VANGUNSTEREN, WF .
JOURNAL OF CHEMICAL PHYSICS, 1994, 100 (01) :577-585
[80]   Absolute comparison of simulated and experimental protein-folding dynamics [J].
Snow, CD ;
Nguyen, N ;
Pande, VS ;
Gruebele, M .
NATURE, 2002, 420 (6911) :102-106