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整合分子对接与分子动力学模拟

Integrating Molecular Docking and Molecular Dynamics Simulations.

作者信息

Santos Lucianna H S, Ferreira Rafaela S, Caffarena Ernesto R

机构信息

Laboratório de Modelagem Molecular e Planejamento de Fármacos, Departamento de Bioquímica e Imunologia, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil.

Programa de Computação Científica, Fundação Oswaldo Cruz, Rio de Janeiro, RJ, Brazil.

出版信息

Methods Mol Biol. 2019;2053:13-34. doi: 10.1007/978-1-4939-9752-7_2.

Abstract

Computational methods, applied at the early stages of the drug design process, use current technology to provide valuable insights into the understanding of chemical systems in a virtual manner, complementing experimental analysis. Molecular docking is an in silico method employed to foresee binding modes of small compounds or macromolecules in contact with a receptor and to predict their molecular interactions. Moreover, the methodology opens up the possibility of ranking these compounds according to a hierarchy determined using particular scoring functions. Docking protocols assign many approximations, and most of them lack receptor flexibility. Therefore, the reliability of the resulting protein-ligand complexes is uncertain. The association with the costly but more accurate MD techniques provides significant complementary with docking. MD simulations can be used before docking since a series of "new" and broader protein conformations can be extracted from the processing of the resulting trajectory and employed as targets for docking. They also can be utilized a posteriori to optimize the structures of the final complexes from docking, calculate more detailed interaction energies, and provide information about the ligand binding mechanism. Here, we focus on protocols that offer the docking-MD combination as a logical approach to improving the drug discovery process.

摘要

在药物设计过程的早期阶段应用的计算方法,利用当前技术以虚拟方式为理解化学系统提供有价值的见解,作为实验分析的补充。分子对接是一种计算机模拟方法,用于预测小分子化合物或大分子与受体接触时的结合模式,并预测它们的分子相互作用。此外,该方法还开辟了根据使用特定评分函数确定的层次结构对这些化合物进行排名的可能性。对接协议采用了许多近似方法,而且大多数方法缺乏受体灵活性。因此,所得蛋白质-配体复合物的可靠性是不确定的。与成本高昂但更准确的分子动力学(MD)技术相结合,能为对接提供重要的补充。分子动力学模拟可在对接之前使用,因为可以从所得轨迹的处理中提取一系列“新的”且更广泛的蛋白质构象,并将其用作对接的目标。它们也可以在对接之后用于优化最终复合物的结构,计算更详细的相互作用能,并提供有关配体结合机制的信息。在此,我们重点关注那些将对接 - 分子动力学模拟结合起来作为改进药物发现过程的合理方法的协议。

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