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基于药效团模型的药物重新利用,以鉴定靶向登革病毒NS5 RNA依赖性RNA聚合酶变构位点的潜在抑制剂。

Pharmacophore-Model-Based Drug Repurposing for the Identification of the Potential Inhibitors Targeting the Allosteric Site in Dengue Virus NS5 RNA-Dependent RNA Polymerase.

作者信息

Kumar Sanjay, Bajrai Leena H, Faizo Arwa A, Khateb Aiah M, Alkhaldy Areej A, Rana Rashmi, Azhar Esam I, Dwivedi Vivek Dhar

机构信息

School of Biotechnology, Jawaharlal Nehru University, New Delhi 110067, India.

Center for Bioinformatics, Computational and Systems Biology, Pathfinder Research and Training Foundation, Greater Noida 201308, India.

出版信息

Viruses. 2022 Aug 20;14(8):1827. doi: 10.3390/v14081827.

Abstract

Dengue virus (DENV) is the causative agent of DENV infection. To tackle DENV infection, the development of therapeutic molecules as direct-acting antivirals (DAAs) has been demonstrated as a truly effective approach. Among various DENV drug targets, non-structural protein 5 (NS5)-a highly conserved protein among the family Flaviviridae-carries the RNA-dependent RNA polymerase (DENV) domain at the C-terminal, and its "N-pocket" allosteric site is widely considered for anti-DENV drug development. Therefore, in this study, we developed a pharmacophore model by utilising 41 known inhibitors of the DENV domain, and performed model screening against the FDA's approved drug database for drug repurposing against DENV. Herein, drugs complying with the pharmacophore hypothesis were further processed through standard-precision (SP) and extra-precision (XP) docking scores (DSs) and binding pose refinement based on MM/GBSA binding energy (BE) calculations. This resulted in the identification of four potential potent drugs: (i) desmopressin (DS: -10.52, BE: -69.77 kcal/mol), (ii) rutin (DS: -13.43, BE: -67.06 kcal/mol), (iii) lypressin (DS: -9.84, BE: -67.65 kcal/mol), and (iv) lanreotide (DS: -8.72, BE: -64.7 kcal/mol). The selected drugs exhibited relevant interactions with the allosteric N-pocket of DENV, including priming-loop and entry-point residues (i.e., R729, R737, K800, and E802). Furthermore, 100 ns explicit-solvent molecular dynamics simulations and end-point binding free energy assessments support the considerable stability and free energy of the selected drugs in the targeted allosteric pocket of DENV. Hence, these four drugs, repurposed as potent inhibitors of the allosteric site of DENV, are recommended for further validation using experimental assays.

摘要

登革病毒(DENV)是登革病毒感染的病原体。为应对登革病毒感染,开发作为直接作用抗病毒药物(DAA)的治疗分子已被证明是一种真正有效的方法。在各种登革病毒药物靶点中,非结构蛋白5(NS5)——黄病毒科中一种高度保守的蛋白——在C端携带RNA依赖性RNA聚合酶(DENV)结构域,其“N口袋”变构位点被广泛用于抗登革病毒药物开发。因此,在本研究中,我们利用41种已知的登革病毒结构域抑制剂开发了一个药效团模型,并针对FDA批准的药物数据库进行模型筛选,以寻找可重新用于抗登革病毒的药物。在此,符合药效团假设的药物通过标准精度(SP)和超精度(XP)对接分数(DS)以及基于MM/GBSA结合能(BE)计算的结合姿态优化进行进一步处理。这导致鉴定出四种潜在的有效药物:(i)去氨加压素(DS:-10.52,BE:-69.77 kcal/mol),(ii)芦丁(DS:-13.43,BE:-67.06 kcal/mol),(iii)赖氨加压素(DS:-9.84,BE:-67.65 kcal/mol),以及(iv)兰瑞肽(DS:-8.72,BE:-64.7 kcal/mol)。所选药物与登革病毒的变构N口袋表现出相关相互作用,包括引发环和入口点残基(即R729、R737、K800和E802)。此外,100 ns的显式溶剂分子动力学模拟和端点结合自由能评估支持所选药物在登革病毒靶向变构口袋中的相当稳定性和自由能。因此,推荐将这四种药物重新用作登革病毒变构位点的有效抑制剂,以使用实验分析进行进一步验证。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/110b/9412353/b36ed5d74364/viruses-14-01827-g001.jpg

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