Application of a post-docking procedure based on MM-PBSA and MM-GBSA on single and multiple protein conformations

被引:73
作者
Sgobba, Miriam [1 ]
Caporuscio, Fabiana [1 ]
Anighoro, Andrew [1 ]
Portioli, Corinne [1 ]
Rastelli, Giulio [1 ]
机构
[1] Univ Modena & Reggio Emilia, Dipartimento Sci Vita, I-41125 Modena, Italy
关键词
Virtual screening; Post-docking refinement; MM-PBSA; MM-GBSA; Enrichment factor; Drug design; ALDOSE REDUCTASE INHIBITORS; FREE-ENERGY CALCULATIONS; HIGH-THROUGHPUT DOCKING; BINDING FREE-ENERGIES; DRUG DESIGN; MOLECULAR-MECHANICS; ADENOSINE-DEAMINASE; AUTOMATED PROCEDURE; DIELECTRIC MEDIUM; LIGAND COMPLEXES;
D O I
10.1016/j.ejmech.2012.10.024
中图分类号
R914 [药物化学];
学科分类号
100701 ;
摘要
In the last decades, molecular docking has emerged as an increasingly useful tool in the modern drug discovery process, but it still needs to overcome many hurdles and limitations such as how to account for protein flexibility and poor scoring function performance. For this reason, it has been recognized that in many cases docking results need to be post-processed to achieve a significant agreement with experimental activities. In this study, we have evaluated the performance of MM-PBSA and MM-GBSA scoring functions, implemented in our post-docking procedure BEAR, in rescoring docking solutions. For the first time, the performance of this post-docking procedure has been evaluated on six different biological targets (namely estrogen receptor, thymidine kinase, factor Xa, adenosine deaminase, aldose reductase, and enoyl ACP reductase) by using i) both a single and a multiple protein conformation approach, and ii) two different software, namely Auto Dock and Lib Dock. The assessment has been based on two of the most important criteria for the evaluation of docking methods, i.e., the ability of known ligands to enrich the top positions of a ranked database with respect to molecular decoys, and the consistency of the docking poses with crystallographic binding modes. We found that, in many cases, MM-PBSA and MM-GBSA are able to yield higher enrichment factors compared to those obtained with the docking scoring functions alone. However, for only a minority of the cases, the enrichment factors obtained by using multiple protein conformations were higher than those obtained by using only one protein conformation. (C) 2012 Elsevier Masson SAS. All rights reserved.
引用
收藏
页码:431 / 440
页数:10
相关论文
共 43 条
[11]  
Diller DJ, 2001, PROTEINS, V43, P113, DOI 10.1002/1097-0134(20010501)43:2<113::AID-PROT1023>3.0.CO
[12]  
2-T
[13]   Validation of an automated procedure for the prediction of relative free energies of binding on a set of aldose reductase inhibitors [J].
Ferrari, Anna Maria ;
Degliesposti, Gianluca ;
Sgobba, Miriam ;
Rastelli, Giulio .
BIOORGANIC & MEDICINAL CHEMISTRY, 2007, 15 (24) :7865-7877
[14]   Rescoring docking hit lists for model cavity sites: Predictions and experimental testing [J].
Graves, Alan P. ;
Shivakumar, Devleena M. ;
Boyce, Sarah E. ;
Jacobson, Matthew P. ;
Case, David A. ;
Shoichet, Brian K. .
JOURNAL OF MOLECULAR BIOLOGY, 2008, 377 (03) :914-934
[15]   Glide: A new approach for rapid, accurate docking and scoring. 2. Enrichment factors in database screening [J].
Halgren, TA ;
Murphy, RB ;
Friesner, RA ;
Beard, HS ;
Frye, LL ;
Pollard, WT ;
Banks, JL .
JOURNAL OF MEDICINAL CHEMISTRY, 2004, 47 (07) :1750-1759
[16]   Parametrized models of aqueous free energies of solvation based on pairwise descreening of solute atomic charges from a dielectric medium [J].
Hawkins, GD ;
Cramer, CJ ;
Truhlar, DG .
JOURNAL OF PHYSICAL CHEMISTRY, 1996, 100 (51) :19824-19839
[17]   PAIRWISE SOLUTE DESCREENING OF SOLUTE CHARGES FROM A DIELECTRIC MEDIUM [J].
HAWKINS, GD ;
CRAMER, CJ ;
TRUHLAR, DG .
CHEMICAL PHYSICS LETTERS, 1995, 246 (1-2) :122-129
[18]   Assessing the Performance of the Molecular Mechanics/Poisson Boltzmann Surface Area and Molecular Mechanics/Generalized Born Surface Area Methods. II. The Accuracy of Ranking Poses Generated From Docking [J].
Hou, Tingjun ;
Wang, Junmei ;
Li, Youyong ;
Wang, Wei .
JOURNAL OF COMPUTATIONAL CHEMISTRY, 2011, 32 (05) :866-877
[19]   Docking studies of matrix metalloproteinase inhibitors: zinc parameter optimization to improve the binding free energy prediction [J].
Hu, X ;
Shelver, WH .
JOURNAL OF MOLECULAR GRAPHICS & MODELLING, 2003, 22 (02) :115-126
[20]   Physics-based scoring of protein-ligand complexes: Enrichment of known inhibitors in large-scale virtual screening [J].
Huang, N ;
Kalyanaraman, C ;
Irwin, JJ ;
Jacobson, MP .
JOURNAL OF CHEMICAL INFORMATION AND MODELING, 2006, 46 (01) :243-253