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在分子对接中纳入结合位点水分子的替换自由能。

Incorporating replacement free energy of binding-site waters in molecular docking.

作者信息

Sun Hanzi, Zhao Lifeng, Peng Shiming, Huang Niu

机构信息

College of Life Sciences, Beijing Normal University, Beijing, 100875, China; National Institute of Biological Sciences, Beijing, Zhongguancun Life Science Park, Beijing, 102206, China.

出版信息

Proteins. 2014 Sep;82(9):1765-76. doi: 10.1002/prot.24530. Epub 2014 Feb 19.

Abstract

Binding-site water molecules play a crucial role in protein-ligand recognition, either being displaced upon ligand binding or forming water bridges to stabilize the complex. However, rigorously treating explicit binding-site waters is challenging in molecular docking, which requires to fully sample ensembles of waters and to consider the free energy cost of replacing waters. Here, we describe a method to incorporate structural and energetic properties of binding-site waters into molecular docking. We first developed a solvent property analysis (SPA) program to compute the replacement free energies of binding-site water molecules by post-processing molecular dynamics trajectories obtained from ligand-free protein structure simulation in explicit water. Next, we implemented a distance-dependent scoring term into DOCK scoring function to take account of the water replacement free energy cost upon ligand binding. We assessed this approach in protein targets containing important binding-site waters, and we demonstrated that our approach is reliable in reproducing the crystal binding geometries of protein-ligand-water complexes, as well as moderately improving the ligand docking enrichment performance. In addition, SPA program (free available to academic users upon request) may be applied in identifying hot-spot binding-site residues and structure-based lead optimization.

摘要

结合位点水分子在蛋白质-配体识别中起着至关重要的作用,它们要么在配体结合时被取代,要么形成水桥以稳定复合物。然而,在分子对接中严格处理明确的结合位点水具有挑战性,这需要对水的集合进行全面采样,并考虑取代水的自由能成本。在此,我们描述了一种将结合位点水的结构和能量特性纳入分子对接的方法。我们首先开发了一个溶剂性质分析(SPA)程序,通过对从明确水环境中无配体蛋白质结构模拟获得的分子动力学轨迹进行后处理,来计算结合位点水分子的取代自由能。接下来,我们在DOCK评分函数中实现了一个距离依赖的评分项,以考虑配体结合时水取代的自由能成本。我们在含有重要结合位点水的蛋白质靶点中评估了这种方法,并且证明我们的方法在重现蛋白质-配体-水复合物的晶体结合几何结构方面是可靠的,同时还适度提高了配体对接富集性能。此外,SPA程序(学术用户可根据要求免费获取)可用于识别热点结合位点残基和基于结构的先导化合物优化。

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