The MPSim-Dock hierarchical docking algorithm: Application to the eight trypsin inhibitor cocrystals

被引:32
作者
Cho, AE [1 ]
Wendel, JA [1 ]
Vaidehi, N [1 ]
Kekenes-Huskey, PM [1 ]
Floriano, WB [1 ]
Maiti, PK [1 ]
Goddard, WA [1 ]
机构
[1] CALTECH, Mat & Proc Simulat Ctr, Pasadena, CA 91125 USA
关键词
protein-ligand docking; clustering; conformational search; enrichment; trypsin cocrystals;
D O I
10.1002/jcc.20118
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
To help improve the accuracy of protein-ligand docking as a useful tool for drug discovery, we developed MPSim-Dock, which ensures a comprehensive sampling of diverse families of ligand conformations in the binding region followed by an enrichment of the good energy scoring families so that the energy scores of the sampled conformations can be reliably used to select the best conformation of the ligand. This combines elements of DOCK4.0 with molecular dynamics (MD) methods available in the software, MPSim. We test here the efficacy of MPSim-Dock to predict the 64 protein-ligand combinations formed by starting with eight trypsin cocrystals, and crossdocking the other seven ligands to each protein conformation. We consider this as a model for how well the method would work for one given target protein structure. Using as a criterion that the structures within 2 kcal/mol of the top scoring include a conformation within a coordinate root mean square (CRMS) of 1 Angstrom of the crystal structure, we find that 100% of the 64 cases are predicted correctly. This indicates that MPSim-Dock can be used reliably to identify strongly binding ligands, making it useful for virtual ligand screening. (C) 2004 Wiley Periodicals, Inc.
引用
收藏
页码:48 / 71
页数:24
相关论文
共 38 条
[1]   ICM - A NEW METHOD FOR PROTEIN MODELING AND DESIGN - APPLICATIONS TO DOCKING AND STRUCTURE PREDICTION FROM THE DISTORTED NATIVE CONFORMATION [J].
ABAGYAN, R ;
TOTROV, M ;
KUZNETSOV, D .
JOURNAL OF COMPUTATIONAL CHEMISTRY, 1994, 15 (05) :488-506
[2]   High-throughput docking for lead generation [J].
Abagyan, R ;
Totrov, M .
CURRENT OPINION IN CHEMICAL BIOLOGY, 2001, 5 (04) :375-382
[3]   A graph-theory algorithm for rapid protein side-chain prediction [J].
Canutescu, AA ;
Shelenkov, AA ;
Dunbrack, RL .
PROTEIN SCIENCE, 2003, 12 (09) :2001-2014
[4]  
Carlson HA, 2000, MOL PHARMACOL, V57, P213
[5]   INHIBITION OF BOVINE BETA-TRYPSIN, HUMAN ALPHA-THROMBIN AND PORCINE PANCREATIC BETA-KALLIKREIN-B BY 4',6-DIAMIDINO-2-PHENYLINDOLE, 6-AMIDINOINDOLE AND BENZAMIDINE - A COMPARATIVE THERMODYNAMIC AND X-RAY STRUCTURAL STUDY [J].
CASALE, E ;
COLLYER, C ;
ASCENZI, P ;
BALLIANO, G ;
MILLA, P ;
VIOLA, F ;
FASANO, M ;
MENEGATTI, E ;
BOLOGNESI, M .
BIOPHYSICAL CHEMISTRY, 1995, 54 (01) :75-81
[6]   ANALYTICAL MOLECULAR-SURFACE CALCULATION [J].
CONNOLLY, ML .
JOURNAL OF APPLIED CRYSTALLOGRAPHY, 1983, 16 (OCT) :548-558
[7]   Interaction of E-coli outer-membrane protein A with sugars on the receptors of the brain microvascular endothelial cells [J].
Datta, D ;
Vaidehi, N ;
Floriano, WB ;
Kim, KS ;
Prasadarao, NV ;
Goddard, WA .
PROTEINS-STRUCTURE FUNCTION AND BIOINFORMATICS, 2003, 50 (02) :213-221
[8]   Mechanism for antibody catalysis of the oxidation of water by singlet dioxygen [J].
Datta, D ;
Vaidehi, N ;
Xu, X ;
Goddard, WA .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2002, 99 (05) :2636-2641
[9]  
DATTA D, IN PRESS PROTEIN SCI
[10]   THE REDUCED CELL MULTIPOLE METHOD FOR COULOMB INTERACTIONS IN PERIODIC-SYSTEMS WITH MILLION-ATOM UNIT CELLS [J].
DING, HQ ;
KARASAWA, N ;
GODDARD, WA .
CHEMICAL PHYSICS LETTERS, 1992, 196 (1-2) :6-10