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通过结合虚拟筛选和分子动力学模拟对现有药物进行计算机辅助重新利用。

Performing an In Silico Repurposing of Existing Drugs by Combining Virtual Screening and Molecular Dynamics Simulation.

作者信息

Sohraby Farzin, Bagheri Milad, Aryapour Hassan

机构信息

Department of Biology, Faculty of Science, Golestan University, Gorgan, Iran.

出版信息

Methods Mol Biol. 2019;1903:23-43. doi: 10.1007/978-1-4939-8955-3_2.

Abstract

Drug repurposing has become one of the most widely used methods that can make drug discovery more efficient and less expensive. Additionally, computational methods such as structure-based drug designing can be utilized to make drug discovery more efficient and more accurate. Now imagine what can be achieved by combining drug repurposing and computational methods together in drug discovery, "in silico repurposing." In this chapter, we tried to describe a method that combines structure-based virtual screening and molecular dynamics simulation which can find effective compounds among existing drugs that may affect on a specific molecular target. By using molecular docking as a tool for the screening process and then by calculating ligand binding in an active receptor site using scoring functions and inspecting the proper orientation of pharmacophores in the binding site, the potential compounds will be chosen. After that, in order to test the potential compounds in a realistic environment, molecular dynamics simulation and related analysis have to be carried out for separating the false positives and the true positives from each other and finally identifying true "Hit" compounds. It's good to emphasize that if any of these identified potential compounds turn out to have the efficacy to affect that specific molecular target, it can be taken to the phase 2 clinical trials straightaway.

摘要

药物重新利用已成为能使药物研发更高效且成本更低的最广泛使用的方法之一。此外,诸如基于结构的药物设计等计算方法可用于使药物研发更高效、更准确。现在想象一下,在药物研发中将药物重新利用与计算方法结合起来,即“虚拟筛选重新利用”,能取得什么成果。在本章中,我们试图描述一种结合基于结构的虚拟筛选和分子动力学模拟的方法,该方法可在现有药物中找到可能作用于特定分子靶点的有效化合物。通过使用分子对接作为筛选过程的工具,然后利用评分函数计算配体在活性受体位点的结合情况,并检查药效团在结合位点的正确取向,从而筛选出潜在化合物。之后,为了在实际环境中测试这些潜在化合物,必须进行分子动力学模拟及相关分析,以区分假阳性和真阳性,最终确定真正的“命中”化合物。需要强调的是,如果这些鉴定出的潜在化合物中有任何一种被证明对该特定分子靶点有影响疗效,那么它可以直接进入二期临床试验。

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