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维甲酰萘醌 A 片段衍生物作为抗严重急性呼吸综合征冠状病毒 2 主蛋白酶 (M) 的潜在治疗先导物的构效关系 (SAR) 和分子动力学研究。

Structure-activity relationship (SAR) and molecular dynamics study of withaferin-A fragment derivatives as potential therapeutic lead against main protease (M) of SARS-CoV-2.

机构信息

Department of Botany, Gauhati University, Guwahati, Assam, 781014, India.

Department of Molecular Biology and Biotechnology, Cotton University, Guwahati, Assam, 781001, India.

出版信息

J Mol Model. 2021 Feb 28;27(3):97. doi: 10.1007/s00894-021-04703-6.

DOI:10.1007/s00894-021-04703-6
PMID:33641023
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7914120/
Abstract

The spread of novel coronavirus SARS-CoV-2 has directed to a state of an unprecedented global pandemic. Many synthetic compounds and FDA-approved drugs have been significantly inhibitory against the virus, but no SARS-CoV-2 solution has been identified. However, small molecule fragment-based derivatives of potent phytocompounds may serve as promising inhibitors against SARS-CoV-2. In the pursuit of exploring novel SARS-CoV-2 inhibitors, we generated small molecule fragment derivatives from potent phytocompounds using neural networking and machine learning-based tools, which can cover unexplored regions of the chemical space that still retain lead-like properties. Out of 300 derivative molecules from withaferin-A, hesperidin, and baicalin, 30 were screened out with synthetic accessibility scores > 4 having the best ADME properties. The withaferin-A derivative molecules 61 and 64 exhibited a significant binding affinity of - 7.84 kcal/mol and - 7.94 kcal/mol. The docking study reveals that withaferin-A mol 61 forms 5 polar H-bonds with the M where amino acids involved are GLU166, THR190, CYS145, MET165, and GLN152 and upon QSAR analysis showed a minimal predicted IC50 value of 7762.47 nM. Furthermore, the in silico cytotoxicity predictions, pharmacophore modeling, and molecular dynamics simulation studies have resulted in predicting the highly potent small molecule derivative from withaferin-A (phytocompound from Withania somnifera) to be the potential inhibitor of SARS-CoV 2 protease (M) and a promising future lead candidate against COVID-19. The rationale of choosing withaferin-A from Withania somnifera (Ashwagandha) was propelled by the innumerous applications of Ashwagandha for the treatment of various antiviral diseases, common cold, and fever since time immemorial. Graphical abstract.

摘要

新型冠状病毒 SARS-CoV-2 的传播导致了前所未有的全球大流行。许多合成化合物和 FDA 批准的药物对该病毒具有显著的抑制作用,但尚未发现针对 SARS-CoV-2 的解决方案。然而,具有潜在药用价值的植物化合物的小分子片段衍生物可能成为有前途的 SARS-CoV-2 抑制剂。在探索新型 SARS-CoV-2 抑制剂的过程中,我们使用基于神经网络和机器学习的工具,从具有潜在药用价值的植物化合物中生成小分子片段衍生物,这些衍生物可以覆盖化学空间中尚未探索的区域,并且仍然具有类似先导的特性。在来自醉茄素-A、橙皮苷和黄芩苷的 300 个衍生分子中,有 30 个具有 >4 的合成可及性评分,具有最佳的 ADME 特性,被筛选出来。醉茄素-A 衍生物分子 61 和 64 表现出显著的结合亲和力,分别为 -7.84 kcal/mol 和 -7.94 kcal/mol。对接研究表明,醉茄素-A 分子 61 与 M 形成 5 个极性氢键,涉及的氨基酸为 GLU166、THR190、CYS145、MET165 和 GLN152,在 QSAR 分析中显示出最小预测 IC50 值为 7762.47 nM。此外,基于计算的细胞毒性预测、药效团建模和分子动力学模拟研究,预测出从醉茄素-A(来自印度人参的植物化合物)衍生而来的高活性小分子衍生物可能是 SARS-CoV 2 蛋白酶(M)的潜在抑制剂,也是针对 COVID-19 的有前途的未来先导候选药物。选择来自印度人参(印度人参)的醉茄素-A 的理由是,自古以来,印度人参就被广泛用于治疗各种抗病毒疾病、普通感冒和发烧。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/effb/7914120/6c036841b704/894_2021_4703_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/effb/7914120/f9af93979b5d/894_2021_4703_Figa_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/effb/7914120/736b31e56714/894_2021_4703_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/effb/7914120/bd3fd537b8de/894_2021_4703_Fig2a_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/effb/7914120/f7d819e8cadb/894_2021_4703_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/effb/7914120/45ff4d77c128/894_2021_4703_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/effb/7914120/6c036841b704/894_2021_4703_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/effb/7914120/f9af93979b5d/894_2021_4703_Figa_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/effb/7914120/736b31e56714/894_2021_4703_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/effb/7914120/bd3fd537b8de/894_2021_4703_Fig2a_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/effb/7914120/f7d819e8cadb/894_2021_4703_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/effb/7914120/45ff4d77c128/894_2021_4703_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/effb/7914120/6c036841b704/894_2021_4703_Fig5_HTML.jpg

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本文引用的文献

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Mini Rev Med Chem. 2022;22(3):457-483. doi: 10.2174/1389557521666210831152511.
2
Chemical-informatics approach to COVID-19 drug discovery: Exploration of important fragments and data mining based prediction of some hits from natural origins as main protease (Mpro) inhibitors.用于新冠病毒药物发现的化学信息学方法:重要片段的探索以及基于数据挖掘对一些天然来源的主要蛋白酶(Mpro)抑制剂命中物的预测。
J Mol Struct. 2021 Jan 15;1224:129026. doi: 10.1016/j.molstruc.2020.129026. Epub 2020 Aug 5.
3
迈克尔受体作为抗癌化合物:巧合还是必然?
Int J Mol Sci. 2024 Jun 1;25(11):6099. doi: 10.3390/ijms25116099.
4
Phytochemicals of as a Future Promising Drug against SARS-CoV-2: Pharmacological Role, Molecular Mechanism, Molecular Docking Evaluation, and Efficient Delivery.作为一种未来有望对抗新型冠状病毒的药物的植物化学物质:药理作用、分子机制、分子对接评估及高效递送
Microorganisms. 2023 Apr 12;11(4):1000. doi: 10.3390/microorganisms11041000.
5
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BMC Complement Med Ther. 2023 Jan 30;23(1):25. doi: 10.1186/s12906-023-03857-5.
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J Biomol Struct Dyn. 2021 Oct;39(17):6792-6809. doi: 10.1080/07391102.2020.1803968. Epub 2020 Aug 7.
4
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J Biomol Struct Dyn. 2021 Oct;39(16):6265-6280. doi: 10.1080/07391102.2020.1796799. Epub 2020 Jul 24.
5
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6
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