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Exploring Multiple Binding Modes Using Confined Replica Exchange Molecular Dynamics

机译:使用受限副本交换分子动力学探索多种结合模式

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Molecular docking is extensively applied to determine the position of a ligand on its receptor despite the rather poor correspondence between docking scores and experimental binding affinities found in several studies, especially for systems structurally unrelated with those used in the scoring functions training sets. Here, we present a method for the prediction of binding modes and binding free energies, which uses replica exchange molecular dynamics in combination with a receptor-shaped piecewise potential, confining the ligand in the proximity of the receptor surface and limiting the accessible conformational space of interest. We assess our methodology with a set of protein receptor ligand test cases. In every case studied, the method is able to locate the ligand on the experimentally known receptor binding site, and it gives as output the binding free energy. The added value of our approach with respect to other available methods is that it quickly performs a conformational space search, providing a set of bound (or unbound) configurations, which can be used to determine phenomenological structural and energetic properties of an experimental binding state as a result of contributions provided by diversified multiple binding poses.
机译:尽管在几项研究中发现对接分数和实验结合亲和力之间的对应关系较差,但分子对接已广泛应用于确定配体在其受体上的位置,尤其是对于与评分功能训练集所使用的系统在结构上无关的系统。在这里,我们提出了一种预测结合模式和结合自由能的方法,该方法将复制交换分子动力学与受体形分段电位结合使用,将配体限制在受体表面附近,并限制了其可及的构象空间。利益。我们通过一组蛋白质受体配体测试案例评估我们的方法。在所研究的每种情况下,该方法都能够将配体定位在实验已知的受体结合位点上,并输出结合自由能。我们的方法相对于其他可用方法的附加价值在于,它可以快速执行构象空间搜索,提供一组绑定(或未绑定)配置,这些配置可用于确定实验绑定状态的现象学结构和能量特性,例如多种多样的约束姿势提供的贡献的结果。

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