研究作为登革热病毒甲基转移酶抑制剂的天然化合物:一种硅学方法。

IF 2.7 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY
Mohd Imran, Abida, Nawaf M Alotaibi, Hamdy Khamees Thabet, Jamal Alhameedi Alruwaili, Lina Eltaib, Ahmed Alshehri, Mehnaz Kamal
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引用次数: 0

摘要

登革热病毒(DENV)感染带来的全球性挑战持续存在,而缺乏特异性抗病毒疗法则加剧了这一挑战。病毒甲基转移酶(MTase)是病毒 RNA 甲基化和免疫系统逃避的关键,已成为抗击登革热的一个有希望的药物靶点。本研究对 COCONUT 数据库中的天然化合物进行了全面探索,根据它们与 MT 酶的原生底物 S-腺苷-L-蛋氨酸(SAM)的结构相似性筛选出 224 种化合物。利用虚拟筛选技术,通过 DFT 方法优化几何结构后,选择了 4 个对接得分可接受的天然化合物(CNP0307160、CNP0082902、CNP0449158 和 CNP0296775)进一步重新对接。重新对接分析揭示了这些选定配体与 MTase 蛋白之间的重要相互作用,包括氢键和疏水相互作用。为了深入了解这些复合物的动态稳定性,我们进行了分子动力学模拟,结果显示 CNP0307160、CNP0082902 和 CNP0296775 的 RMSD 值低于参考分子。此外,我们还通过自由结合能计算和模拟轨迹的主成分分析(PCA)评估了蛋白质配体复合物的结构和动态稳定性。在这些分析中,与其他三种化合物相比,CNP0296775化合物表现出了良好的结果。这些研究结果强调了 CNP0296775 作为 DENV MTase 强抑制剂的潜力,从而为其进一步的实验验证和优化提供了一个良好的起点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Investigation of natural compounds as methyltransferase inhibitors against dengue virus: an in silico approach.

The global challenge posed by Dengue virus (DENV) infection persists, exacerbated by the absence of specific antiviral therapies. The viral methyltransferase (MTase) enzyme, crucial for viral RNA methylation and immune system evasion, has emerged as a promising drug target for combating Dengue fever. In this study, a comprehensive exploration of natural compounds derived from the COCONUT database was conducted, selecting 224 compounds based on their structural similarity to the native substrate of the MTase enzyme, S-adenosyl-L-methionine (SAM). Employing virtual screening techniques, four natural compounds (CNP0307160, CNP0082902, CNP0449158, and CNP0296775) with acceptable docking scores were selected for further re-docking after geometry optimization by the DFT method. Re-docking analyses unveiled significant interactions, including hydrogen bonds and hydrophobic interactions, between these selected ligands and the MTase protein. To gain deeper insights into the dynamic stability of these complexes, we conducted molecular dynamics simulations which showed lower RMSD values for CNP0307160, CNP0082902, and CNP0296775 when compared to the reference molecule. Furthermore, we assessed the structural and dynamic stability of the protein-ligand complexes through free binding energy calculations and Principal Component Analysis (PCA) of the simulation trajectories. In these analyses, the CNP0296775 compound exhibited promising results compared to the other three compounds. The cumulative findings of these investigations underscore the potential of CNP0296775 as a strong inhibitor of DENV MTase, thus offering a promising starting point for its further experimental validation and optimization.

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来源期刊
Journal of Biomolecular Structure & Dynamics
Journal of Biomolecular Structure & Dynamics 生物-生化与分子生物学
CiteScore
8.90
自引率
9.10%
发文量
597
审稿时长
2 months
期刊介绍: The Journal of Biomolecular Structure and Dynamics welcomes manuscripts on biological structure, dynamics, interactions and expression. The Journal is one of the leading publications in high end computational science, atomic structural biology, bioinformatics, virtual drug design, genomics and biological networks.
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