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S4MPLE—Sampler for Multiple Protein-Ligand Entities: Methodology and Rigid-Site Docking Benchmarking

机译:S4MPLE-多个蛋白质-配体实体的采样器:方法和刚​​性站点对接基准

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摘要

This paper describes the development of the unified conformational sampling and docking tool called Sampler for Multiple Protein-Ligand Entities (S4MPLE). The main novelty in S4MPLE is the unified dealing with intra- and intermolecular degrees of freedom (DoF). While classically programs are either designed for folding or docking, S4MPLE transcends this artificial specialization. It supports folding, docking of a flexible ligand into a flexible site and simultaneous docking of several ligands. The trick behind it is the formal assimilation of inter-molecular to intra-molecular DoF associated to putative inter-molecular contact axes. This is implemented within the genetic operators powering a Lamarckian Genetic Algorithm (GA). Further novelty includes differentiable interaction fingerprints to control population diversity, and fitting a simple continuum solvent model and favorable contact bonus terms to the AMBER/GAFF force field. Novel applications—docking of fragment-like compounds, simultaneous docking of multiple ligands, including free crystallographic waters—were published elsewhere. This paper discusses: (a) methodology, (b) set-up of the force field energy functions and (c) their validation in classical redocking tests. More than 80% success in redocking was achieved (RMSD of top-ranked pose < 2.0 Å).
机译:本文介绍了称为多个蛋白质-配体实体的采样器(S4MPLE)的统一构象采样和对接工具的开发。 S4MPLE的主要新颖之处是统一处理分子内和分子间自由度(DoF)。尽管经典程序是为折叠或对接而设计的,但S4MPLE却超越了这种人为的专门技术。它支持折叠,将柔性配体对接到柔性位点以及同时对接几个配体。其背后的窍门是与推定的分子间接触轴相关的分子间至分子内自由度的形式同化。这是在支持Lamarckian遗传算法(GA)的遗传算子中实现的。进一步的新颖性包括可区分的相互作用指纹以控制种群多样性,并为AMBER / GAFF力场拟合简单的连续溶剂模型和有利的接触加成项。新的应用-片段状化合物的对接,多个配体的同时对接,包括自由结晶水-已在其他地方发表。本文讨论:(a)方法,(b)力场能量函数的建立,以及(c)在经典的对接测试中的验证。重做成功超过80%(排名最高姿势的RMSD <2.0Å)。

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