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对用于配体对接的基于经验和体积的溶剂化函数进行批判性评估。

Towards a critical evaluation of an empirical and volume-based solvation function for ligand docking.

作者信息

Muniz Heloisa S, Nascimento Alessandro S

机构信息

Instituto de Física de São Carlos. Av. Trabalhador São-Carlense, 400. Centro São Carlos, SP, Brazil.

出版信息

PLoS One. 2017 Mar 21;12(3):e0174336. doi: 10.1371/journal.pone.0174336. eCollection 2017.

Abstract

Molecular docking is an important tool for the discovery of new biologically active molecules given that the receptor structure is known. An excellent environment for the development of new methods and improvement of the current methods is being provided by the rapid growth in the number of proteins with known structure. The evaluation of the solvation energies outstands among the challenges for the modeling of the receptor-ligand interactions, especially in the context of molecular docking where a fast, though accurate, evaluation is ought to be achieved. Here we evaluated a variation of the desolvation energy model proposed by Stouten (Stouten P.F.W. et al, Molecular Simulation, 1993, 10: 97-120), or SV model. The SV model showed a linear correlation with experimentally determined solvation energies, as available in the database FreeSolv. However, when used in retrospective docking simulations using the benchmarks DUD, charged-matched DUD and DUD-Enhanced, the SV model resulted in poorer enrichments when compared to a pure force field model with no correction for solvation effects. The data provided here is consistent with other empirical solvation models employed in the context of molecular docking and indicates that a good model to account for solvent effects is still a goal to achieve. On the other hand, despite the inability to improve the enrichment of retrospective simulations, the SV solvation model showed an interesting ability to reduce the number of molecules with net charge -2 and -3 e among the top-scored molecules in a prospective test.

摘要

鉴于受体结构已知,分子对接是发现新的生物活性分子的重要工具。已知结构蛋白质数量的快速增长为新方法的开发和现有方法的改进提供了一个绝佳的环境。在受体 - 配体相互作用建模的诸多挑战中,溶剂化能的评估尤为突出,特别是在分子对接的背景下,需要实现快速且准确的评估。在此,我们评估了由斯托滕(Stouten P.F.W.等人,《分子模拟》,1993年,第10卷:97 - 120页)提出的去溶剂化能模型的一个变体,即SV模型。SV模型与数据库FreeSolv中实验测定的溶剂化能呈现出线性相关性。然而,当在使用基准数据集DUD、电荷匹配的DUD和DUD - 增强版进行回顾性对接模拟时,与未对溶剂化效应进行校正的纯力场模型相比,SV模型的富集效果较差。此处提供的数据与分子对接背景下使用的其他经验溶剂化模型一致,表明一个能解释溶剂效应的良好模型仍是有待实现的目标。另一方面,尽管无法提高回顾性模拟的富集效果,但在一项前瞻性测试中,SV溶剂化模型显示出一种有趣的能力,即能够减少得分最高的分子中净电荷为 - 2和 - 3e的分子数量。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a0f4/5360343/5345c0e86b02/pone.0174336.g001.jpg

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