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A Steered Molecular Dynamics Method for Receptor-Ligand Unbinding Based on Genetic Algorithm

机译:基于遗传算法的受体 - 配体解的转向分子动力学方法

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Steered molecular dynamics (SMD) method provides a new tool to investigate the structure-activity relationship, but its application is restricted severely when the real dissociation pathway is crooked. In this paper, a self-adaptive SMD method is designed for protein-ligand and protein-protein unbinding. During the unbinding process, the pulling direction varies automatically with a specified genetic algorithm to find the pathway which can be passed through with minimum force, so the rupture force of the unbinding process can be minimized and a rational dissociation pathway can be found the receptor-ligand complex. To evaluate the efficiency of the proposed method, several representative protein-ligand complexes and protein-protein complexes are simulated to pull the ligands away from the receptors. Compared with the conventional SMD, the new SMD scheme gains different dissociation pathways, and these new pathways generally have smaller rupture force and lower energy barrier.
机译:转向分子动力学(SMD)方法提供了一种研究结构活动关系的新工具,但是当真实的解离途径弯曲时,其应用受到严重限制。在本文中,设计了一种自适应SMD方法,用于蛋白质 - 配体和蛋白质 - 蛋白质解除。在取消矛盾过程中,拉伸方向随着指定的遗传算法自动变化,以找到可以通过最小力传递的通路,因此可以最小化未耦合过程的破裂力,并且可以找到受体的理性解离路径。配体综合体。为了评估所提出的方法的效率,模拟了几种代表性蛋白质 - 配体络合物和蛋白质 - 蛋白质复合物以将配体拉出远离受体。与传统的SMD相比,新的SMD方案获得了不同的解离途径,这些新途径通常具有较小的破裂力和更低的能量屏障。

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