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基于结构的结核分枝杆菌 DNA 回旋酶 B 抑制剂的筛选:药物信息学研究。

Structure-Based Screening of DNA GyraseB Inhibitors for Therapeutic Applications in Tuberculosis: a Pharmacoinformatics Study.

机构信息

Department of Bioinformatics, Rajiv Gandhi Institute of IT and Biotechnology, Bharati Vidyapeeth Deemed University, Pune-Satara Road, Pune, India.

Department of Chemical Technology, University of Calcutta, 92 A.P.C. Road, Kolkata, India.

出版信息

Appl Biochem Biotechnol. 2020 Dec;192(4):1107-1123. doi: 10.1007/s12010-020-03374-y. Epub 2020 Jul 20.

Abstract

Tuberculosis (TB) is an infectious disease caused by Mycobacterium tuberculosis (MTB) and considered as serious public health concern worldwide which kills approximately five thousand people every day. Therefore, TB drug development efforts are in gigantic need for identification of new potential chemical agents to eradicate TB from the society. The bacterial DNA gyrase B (GyrB) protein as an experimentally widely accepted effective drug target for the development of TB chemotherapeutics. In the present study, advanced pharmacoinformatics approaches were used to screen the Mcule database against the GyrB protein. Based on a number of chemometric parameters, five molecules were found to be crucial to inhibit the GyrB. A number of molecular binding interactions between the proposed inhibitors and important active site residues of GyrB were observed. The predicted drug-likeness properties of all molecules were indicated that compounds possess characteristics to be the drug-like candidates. The dynamic nature of each molecule was explored through the molecular dynamics (MD) simulation study. Various analyzing parameters from MD simulation trajectory have suggested rationality of the molecules to be potential GyrB inhibitor. Moreover, the binding free energy was calculated from the entire MD simulation trajectories highlighted greater binding free energy values for all newly identified compounds also substantiated the strong binding affection towards the GyrB in comparison to the novobiocin. Therefore, the proposed molecules might be considered as potential anti-TB chemical agents for future drug discovery purposes subjected to experimental validation. Graphical Abstract.

摘要

结核病(TB)是一种由结核分枝杆菌(MTB)引起的传染病,被认为是全球严重的公共卫生问题,每天导致约 5000 人死亡。因此,迫切需要开展结核病药物研发工作,以寻找新的潜在化学药物来消除结核病。细菌 DNA 拓扑异构酶 B(GyrB)蛋白是开发结核病化学疗法的实验上广泛接受的有效药物靶点。在本研究中,使用先进的计算药物化学方法筛选了 Mcule 数据库中的 GyrB 蛋白。基于一系列化学计量参数,发现有 5 种分子对抑制 GyrB 至关重要。观察到了这些拟议抑制剂与 GyrB 重要活性位点残基之间的许多分子结合相互作用。所有分子的预测药物样性质表明,这些化合物具有成为药物样候选物的特征。通过分子动力学(MD)模拟研究探索了每个分子的动态特性。从 MD 模拟轨迹中获得的各种分析参数表明,这些分子具有合理性,可能成为潜在的 GyrB 抑制剂。此外,从整个 MD 模拟轨迹中计算了结合自由能,这突显了所有新鉴定的化合物具有更高的结合自由能值,与诺氟沙星相比,它们对 GyrB 具有更强的结合亲和力。因此,这些提出的分子可能被认为是未来药物发现的潜在抗结核病化学药物,但需要经过实验验证。

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