Optimized Potential of Mean Force Calculations for Standard Binding Free Energies

被引:34
作者
Buch, Ignasi [1 ]
Kashif Sadiq, S. [1 ]
De Fabritiis, Gianni [1 ]
机构
[1] Univ Pompeu Fabra, Computat Biochem & Biophys Lab GRIB IMIM, Barcelona 08003, Spain
关键词
MOLECULAR-DYNAMICS SIMULATIONS; SRC SH2 DOMAIN; HIV-1 PROTEASE INHIBITORS; THERMODYNAMIC INTEGRATION; PHOSPHOTYROSYL PEPTIDES; COMPUTER-SIMULATIONS; ACCURATE PREDICTION; CRYSTAL-STRUCTURES; SOLVENT MODEL; DRUG DESIGN;
D O I
10.1021/ct2000638
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
The prediction of protein-ligand binding free energies is an important goal of computational biochemistry, yet accuracy, reproducibility, and cost remain a problem. Nevertheless, these are essential requirements for computational methods to become standard binding prediction tools in discovery pipelines. Here, we present the results of an extensive search for an optimal method based on an ensemble of umbrella sampling all-atom molecular simulations tested on the phosphorylated tetrapeptide, pYEEI, binding to the SH2 domain, resulting in an accurate and converged binding free energy of -9.0 +/- 0.5 kcal/mol (compared to an experimental value of -8.0 +/- 0.1 kcal/mol). We find that a minimum of 300 ns of sampling is required for every prediction, a target easily achievable using new generation accelerated MD codes. Convergence is obtained by using an ensemble of simulations per window, each starting from different initial conformations, and by optimizing window-width, orthogonal restraints, reaction coordinate harmonic potentials, and window-sample time. The use of uncorrelated initial conformations in neighboring windows is important for correctly sampling conformational transitions from the unbound to bound states that affect significantly the precision of the calculations. This methodology thus provides a general recipe for reproducible and practical computations of binding free energies for a class of semirigid protein-ligand systems, within the limit of the accuracy of the force field used.
引用
收藏
页码:1765 / 1772
页数:8
相关论文
共 71 条
[51]   Atomic-Level Characterization of the Structural Dynamics of Proteins [J].
Shaw, David E. ;
Maragakis, Paul ;
Lindorff-Larsen, Kresten ;
Piana, Stefano ;
Dror, Ron O. ;
Eastwood, Michael P. ;
Bank, Joseph A. ;
Jumper, John M. ;
Salmon, John K. ;
Shan, Yibing ;
Wriggers, Willy .
SCIENCE, 2010, 330 (6002) :341-346
[52]   Sequence, structure and energetic determinants of phosphopeptide selectivity of SH2 domains [J].
Sheinerman, FB ;
Al-Lazikani, B ;
Honig, B .
JOURNAL OF MOLECULAR BIOLOGY, 2003, 334 (04) :823-841
[53]   Computing - Screen savers of the world unite! [J].
Shirts, M ;
Pande, VS .
SCIENCE, 2000, 290 (5498) :1903-1904
[54]   Comparison of efficiency and bias of free energies computed by exponential averaging, the Bennett acceptance ratio, and thermodynamic integration [J].
Shirts, MR ;
Pande, VS .
JOURNAL OF CHEMICAL PHYSICS, 2005, 122 (14)
[55]   Computations of Absolute Solvation Free Energies of Small Molecules Using Explicit and Implicit Solvent Model [J].
Shivakumar, Devleena ;
Deng, Yuqing ;
Roux, Benoit .
JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2009, 5 (04) :919-930
[56]   Exchange frequency in replica exchange molecular dynamics [J].
Sindhikara, Daniel ;
Meng, Yilin ;
Roitberg, Adrian E. .
JOURNAL OF CHEMICAL PHYSICS, 2008, 128 (02)
[57]   Absolute comparison of simulated and experimental protein-folding dynamics [J].
Snow, CD ;
Nguyen, N ;
Pande, VS ;
Gruebele, M .
NATURE, 2002, 420 (6911) :102-106
[58]   Rapid and accurate prediction of binding free energies for saquinavir-bound HIV-1 proteases [J].
Stoica, Ileana ;
Sadiq, S. Kashif ;
Coveney, Peter V. .
JOURNAL OF THE AMERICAN CHEMICAL SOCIETY, 2008, 130 (08) :2639-2648
[59]   Crystal structures of the human p56(lck) SH2 domain in complex with two short phosphotyrosyl peptides at 1.0 angstrom and 1.8 angstrom resolution [J].
Tong, L ;
Warren, TC ;
King, J ;
Betageri, R ;
Rose, J ;
Jakes, S .
JOURNAL OF MOLECULAR BIOLOGY, 1996, 256 (03) :601-610
[60]   Calculation of free energy through successive umbrella sampling [J].
Virnau, P ;
Müller, M .
JOURNAL OF CHEMICAL PHYSICS, 2004, 120 (23) :10925-10930