基于力场的药物分子设计多尺度对接方法

L. Kang, Z. Liu, Quan Guo
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引用次数: 0

摘要

提出了一种基于力场的多尺度对接方法。分子对接问题分为刚-刚相、柔-柔相和柔-刚相三个子问题。蛋白质的残基被用来描述蛋白质的构象。k -均值聚类算法和遗传算法已被开发用于解决优化问题。基于标准力场计算蛋白质与配体原子之间的非键相互作用项,开发了一种新的对接程序。与其他对接方法相比,该对接方法在对接精度上有显著提高。
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A force fields-based multi-scale docking method in drug molecular design
A force fields-based multi-scale docking method is proposed in this paper. Molecular docking problem has been divided into three sub problems: rigid-rigid phase, flexible-flexible phase and flexible-rigid phase. Residue groups of protein have been adopted to describe the conformation of protein. K-mean clustering algorithm and genetic algorithm have been developed to solve the optimization problem. A new docking program, which relies on calculated non-bonded interaction terms between protein and ligand atoms based on standard force fields, has been developed. In comparison with other docking methods, the docking method has significant improvement in docking accuracy.
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