Optimized Potential of Mean Force Calculations for Standard Binding Free Energies

被引:33
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
[11]   Standard Free Energy of Binding from a One-Dimensional Potential of Mean Force [J].
Doudou, Slimane ;
Burton, Neil A. ;
Henchman, Richard H. .
JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2009, 5 (04) :909-918
[12]  
FABRITIIS G, 2008, PROTEIN-STRUCT FUNCT, V72, P1290
[13]  
Feenstra KA, 1999, J COMPUT CHEM, V20, P786, DOI 10.1002/(SICI)1096-987X(199906)20:8<786::AID-JCC5>3.0.CO
[14]  
2-B
[15]   Free-Energy-Based Methods for Binding Profile Determination in a Congeneric Series of CDK2 Inhibitors [J].
Fidelak, Jeremy ;
Juraszek, Jarek ;
Branduardi, Davide ;
Bianciotto, Marc ;
Luigi Gervasio, Francesco .
JOURNAL OF PHYSICAL CHEMISTRY B, 2010, 114 (29) :9516-9524
[16]   Rapid, accurate, and precise calculation of relative binding affinities for the SH2 domain using a computational grid [J].
Fowler, Philip W. ;
Geroult, Sebastien ;
Jha, Shantenu ;
Waksman, Gabriel ;
Coveney, Peter V. .
JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2007, 3 (03) :1193-1202
[17]   Grid-based steered thermodynamic integration accelerates the calculation of binding free energies [J].
Fowler, PW ;
Jha, S ;
Coveney, PV .
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 2005, 363 (1833) :1999-2015
[18]   Direct calculation of the binding free energies of FKBP ligands [J].
Fujitani, H ;
Tanida, Y ;
Ito, M ;
Jayachandran, G ;
Snow, CD ;
Shirts, MR ;
Sorin, EJ ;
Pande, VS .
JOURNAL OF CHEMICAL PHYSICS, 2005, 123 (08)
[19]   Binding specificity of SH2 domains: Insight from free energy simulations [J].
Gan, Wenxun ;
Roux, Benoit .
PROTEINS-STRUCTURE FUNCTION AND BIOINFORMATICS, 2009, 74 (04) :996-1007
[20]   Flexible docking in solution using metadynamics [J].
Gervasio, FL ;
Laio, A ;
Parrinello, M .
JOURNAL OF THE AMERICAN CHEMICAL SOCIETY, 2005, 127 (08) :2600-2607