An Evaluation of Explicit Receptor Flexibility in Molecular Docking Using Molecular Dynamics and Torsion Angle Molecular Dynamics

被引:43
作者
Armen, Roger S. [1 ]
Chen, Jianhan [2 ]
Brooks, Charles L., III [1 ]
机构
[1] Univ Michigan, Dept Chem, Ann Arbor, MI 48109 USA
[2] Kansas State Univ, Dept Biochem, Manhattan, KS 66506 USA
基金
美国国家卫生研究院; 美国国家科学基金会;
关键词
HIGH-THROUGHPUT DOCKING; PROTEIN-LIGAND DOCKING; MAP KINASE; GENERALIZED BORN; STRUCTURAL BASIS; DRUG DESIGN; INHIBITORS; BINDING; IDENTIFICATION; CONFORMATIONS;
D O I
10.1021/ct900262t
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
Incorporating receptor flexibility into molecular docking should improve results for flexible proteins. However, the incorporation of explicit all-atom flexibility with molecular dynamics for the entire protein chain may also introduce significant error and "noise" that could decrease docking accuracy and deteriorate the ability of a scoring function to rank native-like poses. We address this apparent paradox by comparing the successes of several flexible receptor models in cross-docking and multiple receptor ensemble docking for p38 alpha mitogen-activated protein kinase. Explicit all-atom receptor flexibility has been incorporated into a CHARMM-based molecular docking method using both molecular dynamics (MID) and torsion angle molecular dynamics (TAMD) for the refinement of predicted protein-ligand binding geometries. These flexible receptor models have been evaluated, and the accuracy and efficiency of TAMD sampling is directly compared to MID sampling. Several flexible receptor models are compared, encompassing flexible side chains, flexible loops, multiple flexible backbone segments, and treatment of the entire chain as flexible. We find that, although including side chain and some backbone flexibility is required for improved docking accuracy as expected, docking accuracy also diminishes as additional and unnecessary receptor flexibility is included into the conformational search space. Ensemble docking results demonstrate that including protein flexibility leads to improved agreement with binding data for 227 active compounds. This comparison also demonstrates that a flexible receptor model enriches high-affinity compound identification without significantly increasing the number of false positives from low-affinity compounds.
引用
收藏
页码:2909 / 2923
页数:15
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