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LigGrep: a tool for filtering docked poses to improve virtual-screening hit rates

机译:liggrep:过滤停靠的姿势的工具,以提高虚拟筛选的命中率

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Structure-based virtual screening (VS) uses computer docking to prioritize candidate small-molecule ligands for subsequent experimental testing. Docking programs evaluate molecular binding in part by predicting the geometry with which a given compound might bind a target receptor (e.g., the docked “pose” relative to a protein target). Candidate ligands predicted to participate in the same intermolecular interactions typical of known ligands (or ligands that bind related proteins) are arguably more likely to be true binders. Some docking programs allow users to apply constraints during the docking process with the goal of prioritizing these critical interactions. But these programs often have restrictive and/or expensive licenses, and many popular open-source docking programs (e.g., AutoDock Vina) lack this important functionality. We present LigGrep, a free, open-source program that addresses this limitation. As input, LigGrep accepts a protein receptor file, a directory containing many docked-compound files, and a list of user-specified filters describing critical receptor/ligand interactions. LigGrep evaluates each docked pose and outputs the names of the compounds with poses that pass all filters. To demonstrate utility, we show that LigGrep can improve the hit rates of test VS targeting H. sapiens poly(ADPribose) polymerase 1 (HsPARP1), H. sapiens peptidyl-prolyl cis-trans isomerase NIMA-interacting 1 (HsPin1p), and S. cerevisiae hexokinase-2 (ScHxk2p). We hope that LigGrep will be a useful tool for the computational biology community. A copy is available free of charge at http://durrantlab.com/liggrep/ .
机译:基于结构的虚拟筛选(VS)使用计算机对接来优先考虑候选小分子配体进行后续实验测试。对接程序通过预测给定化合物可以结合靶受体的几何形状来评估分子结合(例如,相对于蛋白质靶标的对接的“姿势”)。预测参与与已知配体(或结合相关蛋白质的配体)的典型分子间相互作用的相同分子相互作用可以称谓更可能是真正的粘合剂。一些对接程序允许用户在对接过程中应用约束,其目标是优先考虑这些关键交互。但这些程序通常具有限制性和/或昂贵的许可证,以及许多流行的开源对接程序(例如,Autiodock Vina)缺乏这种重要的功能。我们呈现LigGrep,一个免费的开源程序,解决了这个限制。作为输入,LigGrep接受蛋白受体文件,包含许多停靠复合文件的目录,以及描述关键接收器/配体交互的用户指定过滤器列表。 Liggrep评估每个停靠的姿势,并用传递所有滤波器的姿势输出化合物的名称。为了证明效用,我们表明Liggrep可以改善靶向H. sapiens poly(Adpribose)聚合酶1(Hsparp1)的测试与靶向的击球率,H.Sapiens肽基-LAPLYL CIS-Trans-Trans异构酶Nima相互作用1(Hspin1P),以及S 。Cerevisiae Hexokinase-2(Schxk2P)。我们希望Liggrep将成为计算生物社区的有用工具。在http://durrantlab.com/liggrep/免费提供副本。

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