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
[41]   Conformationally constrained peptide analogues of pTyr-Glu-Glu-Ile as inhibitors of the src SH2 domain binding [J].
Nam, NH ;
Ye, GF ;
Sun, GQ ;
Parang, K .
JOURNAL OF MEDICINAL CHEMISTRY, 2004, 47 (12) :3131-3141
[42]   Substrate Binding Mechanism of HIV-1 Protease from Explicit-Solvent Atomistic Simulations [J].
Pietrucci, Fabio ;
Marinelli, Fabrizio ;
Carloni, Paolo ;
Laio, Alessandro .
JOURNAL OF THE AMERICAN CHEMICAL SOCIETY, 2009, 131 (33) :11811-11818
[43]   Improved convergence of binding affinities with free energy perturbation:: Application to nonpeptide ligands with pp60src SH2 domain [J].
Price, DJ ;
Jorgensen, WL .
JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN, 2001, 15 (08) :681-695
[44]   Calculation of relative binding free energy differences for fructose 1,6-bisphosphatase inhibitors using the thermodynamic cycle perturbation approach [J].
Reddy, MR ;
Erion, MD .
JOURNAL OF THE AMERICAN CHEMICAL SOCIETY, 2001, 123 (26) :6246-6252
[45]   A molecular basis for the selectivity of thiadiazole urea inhibitors with stromelysin-1 and gelatinase-A from generalized born molecular dynamics simulations [J].
Rizzo, RC ;
Toba, S ;
Kuntz, ID .
JOURNAL OF MEDICINAL CHEMISTRY, 2004, 47 (12) :3065-3074
[46]   THE CALCULATION OF THE POTENTIAL OF MEAN FORCE USING COMPUTER-SIMULATIONS [J].
ROUX, B .
COMPUTER PHYSICS COMMUNICATIONS, 1995, 91 (1-3) :275-282
[47]   Accurate Ensemble Molecular Dynamics Binding Free Energy Ranking of Multidrug-Resistant HIV-1 Proteases [J].
Sadiq, S. Kashif ;
Wright, David W. ;
Kenway, Owain A. ;
Coveney, Peter V. .
JOURNAL OF CHEMICAL INFORMATION AND MODELING, 2010, 50 (05) :890-905
[48]   A NONCATALYTIC DOMAIN CONSERVED AMONG CYTOPLASMIC PROTEIN-TYROSINE KINASES MODIFIES THE KINASE FUNCTION AND TRANSFORMING ACTIVITY OF FUJINAMI SARCOMA-VIRUS P130GAG-FPS [J].
SADOWSKI, I ;
STONE, JC ;
PAWSON, T .
MOLECULAR AND CELLULAR BIOLOGY, 1986, 6 (12) :4396-4408
[49]  
SAWYER T, 1998, PEPTIDE SCI, V47, P243
[50]   Can the calculation of ligand binding free energies be improved with continuum solvent electrostatics and an ideal-gas entropy correction? [J].
Schwarzl, SM ;
Tschopp, TB ;
Smith, JC ;
Fischer, S .
JOURNAL OF COMPUTATIONAL CHEMISTRY, 2002, 23 (12) :1143-1149