Molecular Modeling Section, MMS, Department of Pharmaceutical and Pharmacological Sciences, University of Padova, via Marzolo 5, 35131, Padova, Italy.
ChemMedChem. 2018 Mar 20;13(6):522-531. doi: 10.1002/cmdc.201700564. Epub 2018 Jan 25.
Unquestionably, water appears to be an active player in the noncovalent protein-ligand binding process, as it can either bridge interactions between protein and ligand or can be replaced by the bound ligand. Accordingly, in the last decade, alternative computational methodologies have been sought with the aim of predicting the position and thermodynamic profile of water molecules (i.e., hydration sites) in the binding site using either the ligand-bound or ligand-free protein conformation. Herein, we present an alternative approach, named AquaMMapS, that provides a three-dimensional sampling of putative hydration sites. Interestingly, AquaMMapS can post-inspect molecular dynamics (MD) trajectories obtained from different MD engines using indifferently crystallographic or docking-driven structures as a starting point. Moreover, AquaMMapS is naturally integrated into supervised molecular dynamics (SuMD) simulations, presenting the possibility to inspect hydration sites during the ligand-protein association process. Finally, a penalty scoring method, named AquaMMapScoring(AMS), was developed to evaluate the number and nature of the water molecules displaced by a ligand approaching its binding site during the binding event, guiding a medicinal chemist to explore the most suitable regions of a ligand that can be decorated either with or without interfering with the interaction networks mediated by water molecules with specific recognition regions of the protein.
毫无疑问,水在非共价蛋白质-配体结合过程中似乎是一个活跃的参与者,因为它可以桥接蛋白质和配体之间的相互作用,或者可以被结合的配体取代。因此,在过去的十年中,人们一直在寻求替代的计算方法,旨在使用配体结合或配体自由的蛋白质构象来预测结合位点中水分子(即水合位点)的位置和热力学特征。在这里,我们提出了一种替代方法,命名为 AquaMMapS,它提供了对可能的水合位点的三维采样。有趣的是,AquaMMapS 可以在不同的 MD 引擎上后检查分子动力学 (MD) 轨迹,使用晶体学或对接驱动的结构作为起点,而无需区分。此外,AquaMMapS 自然集成到有监督的分子动力学 (SuMD) 模拟中,在配体-蛋白质结合过程中可以检查水合位点。最后,开发了一种惩罚评分方法,命名为 AquaMMapScoring(AMS),用于评估配体接近其结合位点时取代的水分子数量和性质在结合事件期间,指导药物化学家探索可以修饰或不干扰水分子与蛋白质特定识别区域介导的相互作用网络的配体的最合适区域。