Cheminformatics Screening of Phytochemicals Targeting Diverse Potential Receptors to Elicit Antiviral Properties

Ravi Kumar, Garima Gupta, Aditi Mohan, Madhu Gupta
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Abstract

Recently, the COVID-19 (coronavirus disease) pandemic caused by SARSCoV-2 (severe acute respiratory syndrome coronavirus) gave rise to a public health emergency worldwide. Similarly, other viruses like HIV (Human Immunodeficiency Virus)/AIDS (acquired immunodeficiency syndrome), Zika, Ebola, and Influenza and their mutants have called for an urgent need for a Broad-spectrum antiviral drug, inhibiting the infection by targeting the common essential components of different viruses. Based on ancient medicinal knowledge, we made an attempt through molecular docking analysis to explore different phytochemical compounds against well-recognized viral receptors. A total of 29 phytochemicals were virtually examined against 4 targets essential in the life cycle of viral infection: CD147 (Cluster of Differentiation 147), CD209L (Cluster of Differentiation 209 Lectin), eIF4A (Eukaryotic Initiation Factor 4A), and RdRp (RNA-dependent RNA polymerase). Providentially, Berbamine was identified as the best-hit lead molecule based on binding energies, conventional hydrogen bonding numbers, and non-covalent interactions. It exhibited binding energies as -8.3 kcal/mol with CD147, -8.2 kcal/mol with CD209L, -9.5 kcal/mol with eIF4A, and - 10.5 kcal/mol with RdRp. Additionally, in-silico drug likeliness (Lipinski’s rule) and ADME studies depict high bioavailability and gastrointestinal absorption and follow Lipinski’s rule. The data presented by our study exemplify phytochemicals from the selected plants that could target conserved viral components shared across multiple viruses. Berbamine can be designed as a possible drug to target Broad-Spectrum viruses, limiting the effectiveness of different viruses.
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以多种潜在受体为靶点激发抗病毒特性的植物化学物质的化学信息学筛选
最近,由 SARSCoV-2(严重急性呼吸系统综合症冠状病毒)引起的 COVID-19(冠状病毒病)大流行在全球范围内引发了公共卫生紧急事件。同样,HIV(人类免疫缺陷病毒)/AIDS(获得性免疫缺陷综合征)、寨卡、埃博拉和流感等病毒及其变种也迫切需要一种广谱抗病毒药物,通过靶向不同病毒的共同基本成分来抑制感染。 基于古老的药学知识,我们尝试通过分子对接分析来探索不同植物化学物质对公认病毒受体的作用。 实际上,共有 29 种植物化学物质针对病毒感染生命周期中必不可少的 4 个靶点进行了研究:CD147(分化簇 147)、CD209L(分化簇 209ectin)、eIF4A(真核启动因子 4A)和 RdRp(RNA 依赖性 RNA 聚合酶)。幸运的是,根据结合能、常规氢键数和非共价相互作用,小檗胺被确定为命中率最高的先导分子。它与 CD147 的结合能为 -8.3 kcal/mol,与 CD209L 的结合能为 -8.2 kcal/mol,与 eIF4A 的结合能为 -9.5 kcal/mol,与 RdRp 的结合能为 -10.5 kcal/mol。此外,硅学药物相似性(利平斯基规则)和 ADME 研究表明,生物利用度和胃肠道吸收率都很高,并且遵循利平斯基规则。 我们的研究提供的数据说明,从所选植物中提取的植物化学物质可针对多种病毒共有的保守病毒成分。小檗胺可作为一种针对广谱病毒的药物,限制不同病毒的效力。
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