Large-Scale Application of High-Throughput Molecular Mechanics with Poisson-Boltzmann Surface Area for Routine Physics-Based Scoring of Protein-Ligand Complexes

被引:83
作者
Brown, Scott P. [1 ]
Muchmore, Steven W. [1 ]
机构
[1] Abbott Labs, Struct Biol, Abbott Pk, IL 60064 USA
关键词
NORMAL-MODE ANALYSIS; FREE-ENERGIES; PLASMINOGEN-ACTIVATOR; INSULIN SENSITIVITY; BINDING AFFINITIES; UROKINASE; DOCKING; SYSTEM; POTENT; INHIBITORS;
D O I
10.1021/jm801444x
中图分类号
R914 [药物化学];
学科分类号
100701 ;
摘要
We apply a high-throughput formulation of the molecular mechanics with Poisson-Boltzmann surface area (htMM-PBSA) to estimate relative binding potencies on a set of 308 small-molecule ligands in complex with the proteins urokinase, PTP-1B, and Chk-1. We observe statistically significant correlation to experimentally measured potencies and report correlation coefficients for the three proteins in the range 0.72-0.83. The htMM-PBSA calculations illustrate the feasibility of procedural automation of physics-based scoring calculations to produce rank-ordered binding-potency estimates for protein-ligand complexes, with sufficient throughput for realization of practical implementation into scientist workflows in an industrial drug discovery research setting.
引用
收藏
页码:3159 / 3165
页数:7
相关论文
共 55 条
[11]  
Cohen J., 1988, Statistical Power Analysis for the Behavioral Sciences, V2nd, DOI [10.4324/9780203771587, DOI 10.4324/9780203771587]
[12]   Docking ligands into flexible and solvated macromolecules. 1. Development and validation of FITTED 1.0 [J].
Corbeil, Christopher R. ;
Englebienne, Pablo ;
Moitessier, Nicolas .
JOURNAL OF CHEMICAL INFORMATION AND MODELING, 2007, 47 (02) :435-449
[13]  
Duffy MJ, 1999, J SURG ONCOL, V71, P130, DOI 10.1002/(SICI)1096-9098(199906)71:2<130::AID-JSO14>3.0.CO
[14]  
2-9
[15]   Increased insulin sensitivity and obesity resistance in mice lacking the protein tyrosine phosphatase-1B gene [J].
Elchebly, M ;
Payette, P ;
Michaliszyn, E ;
Cromlish, W ;
Collins, S ;
Loy, AL ;
Normandin, D ;
Cheng, A ;
Himms-Hagen, J ;
Chan, CC ;
Ramachandran, C ;
Gresser, MJ ;
Tremblay, ML ;
Kennedy, BP .
SCIENCE, 1999, 283 (5407) :1544-1548
[16]   Can we use docking and scoring for hit-to-lead optimization? [J].
Enyedy, Istvan J. ;
Egan, William J. .
JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN, 2008, 22 (3-4) :161-168
[17]  
Falk R., 1997, J STAT EDUC, V5, P1
[18]   Extra precision glide: Docking and scoring incorporating a model of hydrophobic enclosure for protein-ligand complexes [J].
Friesner, Richard A. ;
Murphy, Robert B. ;
Repasky, Matthew P. ;
Frye, Leah L. ;
Greenwood, Jeremy R. ;
Halgren, Thomas A. ;
Sanschagrin, Paul C. ;
Mainz, Daniel T. .
JOURNAL OF MEDICINAL CHEMISTRY, 2006, 49 (21) :6177-6196
[19]   CALCULATION OF THE TOTAL ELECTROSTATIC ENERGY OF A MACROMOLECULAR SYSTEM - SOLVATION ENERGIES, BINDING-ENERGIES, AND CONFORMATIONAL-ANALYSIS [J].
GILSON, MK ;
HONIG, B .
PROTEINS-STRUCTURE FUNCTION AND GENETICS, 1988, 4 (01) :7-18
[20]   Cheminformatics analysis and learning in a data pipelining environment [J].
Hassan, Moises ;
Brown, Robert D. ;
Varma-O'Brien, Shikha ;
Rogers, David .
MOLECULAR DIVERSITY, 2006, 10 (03) :283-299