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红茶生物活性成分抑制 SARS-CoV-2 的多个靶点(3CLpro、PLpro 和 RdRp):虚拟筛选和分子动力学模拟研究。

Black tea bioactives as inhibitors of multiple targets of SARS-CoV-2 (3CLpro, PLpro and RdRp): a virtual screening and molecular dynamic simulation study.

机构信息

Department of Biotechnology, Tea Research Association, Tocklai Tea Research Institute, Jorhat, Assam, India.

National Institute of Electronics and Information Technology, Guwahati, Assam, India.

出版信息

J Biomol Struct Dyn. 2022 Sep;40(15):7143-7166. doi: 10.1080/07391102.2021.1897679. Epub 2021 Mar 10.

DOI:10.1080/07391102.2021.1897679
PMID:33715595
Abstract

The global pandemic due to the novel Severe Acute Respiratory Syndrome Corona Virus 2 (SARS-CoV-2) has taken more than a million lives. Lack of definitive vaccine/drugs against this highly contagious virus has accelerated exploratory research on novel natural and synthetic inhibitors. Tea is a rich source of bioactives and known to have antiviral properties. In this study, an strategy involving ADMET property screening, receptor-ligand docking and molecular dynamic (MD) simulation was employed to screen potential tea bio-active inhibitors against three selected targets (RdRp, 3CLpro and PLpro) of SARS-CoV-2. Among the 70 tea bioactives screened, theaflavin 3,3'-di-gallate (TF3), Procyanidin B2 and Theaflavin 3-gallate (TF2a) exhibited highest binding affinities towards RdRp, 3CLpro/Mpro and PLpro targets of SARS-CoV-2 with low docking scores of -14.92, -11.68 and -10.90 kcal/mol, respectively. All of them showed a substantial number of hydrogen bonds along with other interactions in and around the active sites. Interestingly, the top bioactives in our study showed higher binding affinities compared with known antiviral drugs. Further, the top protein-ligand complexes showed less conformational changes during binding when subjected to MD simulation for 100 nanoseconds. The MMPBSA results revealed that RdRp-TF3, 3CLpro-Procyanidin B2 and PLpro-TF2a complexes were stable with binding free energies of -93.59 ± 43.97, -139.78 ± 16.51 and -96.88 ± 25.39 kJ/mol, respectively. Our results suggest that theaflavin 3,3'-digallate, Theaflavin 3-gallate and Procyanidin B2 found in black tea have the potential to act as inhibitors for selected targets of SARS-CoV-2 and can be considered as drug candidates in future studies against COVID-19.

摘要

由于新型严重急性呼吸系统综合症冠状病毒 2(SARS-CoV-2)引起的全球大流行已经夺走了超过 100 万人的生命。由于缺乏针对这种高度传染性病毒的明确疫苗/药物,因此加速了对新型天然和合成抑制剂的探索性研究。茶是生物活性物质的丰富来源,并且已知具有抗病毒特性。在这项研究中,采用涉及 ADMET 性质筛选、受体-配体对接和分子动力学(MD)模拟的策略,筛选了 70 种茶生物活性物质,以筛选针对 SARS-CoV-2 的三个选定靶标(RdRp、3CLpro 和 PLpro)的潜在茶生物活性抑制剂。在所筛选的 70 种茶生物活性物质中,茶黄素 3,3'-二没食子酸酯(TF3)、原花青素 B2 和茶黄素 3-没食子酸酯(TF2a)对 SARS-CoV-2 的 RdRp、3CLpro/Mpro 和 PLpro 靶标表现出最高的结合亲和力,对接评分分别为-14.92、-11.68 和-10.90 kcal/mol。它们都在活性部位内外显示出大量氢键以及其他相互作用。有趣的是,我们的研究中的顶级生物活性物质与已知的抗病毒药物相比具有更高的结合亲和力。此外,在进行 100 纳秒的 MD 模拟时,顶级蛋白质-配体复合物在结合时显示出较小的构象变化。MMPBSA 结果表明,RdRp-TF3、3CLpro-Procyanidin B2 和 PLpro-TF2a 复合物稳定,结合自由能分别为-93.59±43.97、-139.78±16.51 和-96.88±25.39 kcal/mol。我们的研究结果表明,红茶中发现的茶黄素 3,3'-二没食子酸酯、茶黄素 3-没食子酸酯和原花青素 B2 有可能成为 SARS-CoV-2 选定靶标的抑制剂,并可考虑作为未来针对 COVID-19 的研究中的候选药物。

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