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基质金属蛋白酶药物设计的计算方法

Computational Approaches to Matrix Metalloprotease Drug Design.

作者信息

Singh Tanya, Jayaram B, Adekoya Olayiwola Adedotun

机构信息

Department of Chemistry, Indian Institute of Technology, Hauz Khas, New Delhi, 110016, India.

Supercomputing Facility for Bioinformatics & Computational Biology, Indian Institute of Technology, Hauz Khas, New Delhi, 110016, India.

出版信息

Methods Mol Biol. 2017;1579:273-285. doi: 10.1007/978-1-4939-6863-3_15.

Abstract

Matrix metalloproteinases (MMPs) are a family of zinc-containing enzymes required for homeostasis. These enzymes are an important class of drug targets as their over expression is associated with many disease states. Most of the inhibitors reported against this class of proteins have failed in clinical trials due to lack of specificity. In order to assist in drug design endeavors for MMP targets, a computationally tractable pathway is presented, comprising, (1) docking of small molecule inhibitors against the target MMPs, (2) derivation of quantum mechanical charges on the zinc ion in the active site and the amino acids coordinating with zinc including the inhibitor molecule, (3) molecular dynamics simulations on the docked ligand-MMP complexes, and (4) evaluation of binding affinities of the ligand-MMP complexes via an accurate scoring function for zinc containing metalloprotein-ligand complexes. The above pathway was applied to study the interaction of the inhibitor Batimastat with MMPs, which resulted in a high correlation between the predicted and experimental binding free energies, suggesting the potential applicability of the pathway.

摘要

基质金属蛋白酶(MMPs)是维持体内平衡所需的一类含锌酶。这些酶是一类重要的药物靶点,因为它们的过度表达与许多疾病状态相关。由于缺乏特异性,大多数针对这类蛋白质报道的抑制剂在临床试验中都失败了。为了协助针对MMP靶点的药物设计工作,本文提出了一种计算上可行的方法,包括:(1)小分子抑制剂与目标MMPs的对接;(2)推导活性位点锌离子以及与锌配位的氨基酸(包括抑制剂分子)上的量子力学电荷;(3)对接的配体-MMP复合物的分子动力学模拟;(4)通过针对含锌金属蛋白-配体复合物的精确评分函数评估配体-MMP复合物的结合亲和力。上述方法被用于研究抑制剂batimastat与MMPs的相互作用,结果表明预测的和实验测得的结合自由能之间具有高度相关性,这表明该方法具有潜在的适用性。

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