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利用 LB-PaCS-MD/FMO 评估有前景的 SARS-CoV-2 主要蛋白酶抑制剂配体结合模式。

Promising SARS-CoV-2 main protease inhibitor ligand-binding modes evaluated using LB-PaCS-MD/FMO.

机构信息

Center for Computational Sciences, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki, 305-8577, Japan.

Center of Excellence for Molecular Biology and Genomics of Shrimp, Department of Biochemistry, Faculty of Science, Chulalongkorn University, Bangkok, 10330, Thailand.

出版信息

Sci Rep. 2022 Oct 26;12(1):17984. doi: 10.1038/s41598-022-22703-1.

Abstract

Parallel cascade selection molecular dynamics-based ligand binding-path sampling (LB-PaCS-MD) was combined with fragment molecular orbital (FMO) calculations to reveal the ligand path from an aqueous solution to the SARS-CoV-2 main protease (M) active site and to customise a ligand-binding pocket suitable for delivering a potent inhibitor. Rubraxanthone exhibited mixed-inhibition antiviral activity against SARS-CoV-2 M, relatively low cytotoxicity, and high cellular inhibition. However, the atomic inhibition mechanism remains ambiguous. LB-PaCS-MD/FMO is a hybrid ligand-binding evaluation method elucidating how rubraxanthone interacts with SARS-CoV-2 M. In the first step, LB-PaCS-MD, which is regarded as a flexible docking, efficiently samples a set of ligand-binding pathways. After that, a reasonable docking pose of LB-PaCS-MD is evaluated by the FMO calculation to elucidate a set of protein-ligand interactions, enabling one to know the binding affinity of a specified ligand with respect to a target protein. A possible conformation was proposed for rubraxanthone binding to the SARS-CoV-2 M active site, and allosteric inhibition was elucidated by combining blind docking with k-means clustering. The interaction profile, key binding residues, and considerable interaction were elucidated for rubraxanthone binding to both M sites. Integrated LB-PaCS-MD/FMO provided a more reasonable complex structure for ligand binding at the SARS-CoV-2 M active site, which is vital for discovering and designing antiviral drugs.

摘要

基于平行级联选择分子动力学的配体结合路径采样 (LB-PaCS-MD) 与片段分子轨道 (FMO) 计算相结合,揭示了配体从水溶液到 SARS-CoV-2 主要蛋白酶 (M) 活性位点的路径,并对适合递送有效抑制剂的配体结合口袋进行了定制。Rubraxanthone 对 SARS-CoV-2 M 表现出混合抑制抗病毒活性,相对较低的细胞毒性和高细胞抑制率。然而,原子抑制机制仍不明确。LB-PaCS-MD/FMO 是一种混合配体结合评估方法,阐明了 rubraxanthone 与 SARS-CoV-2 M 的相互作用方式。在第一步中,LB-PaCS-MD 被视为一种灵活的对接,能够有效地采样一组配体结合途径。然后,通过 FMO 计算评估 LB-PaCS-MD 的合理对接构象,以阐明一组蛋白质-配体相互作用,从而了解指定配体与靶蛋白的结合亲和力。提出了 rubraxanthone 与 SARS-CoV-2 M 活性位点结合的可能构象,并通过盲对接与 k-means 聚类相结合,阐明了变构抑制作用。阐明了 rubraxanthone 与 M 结合的相互作用概况、关键结合残基和相当大的相互作用。整合的 LB-PaCS-MD/FMO 为 SARS-CoV-2 M 活性位点的配体结合提供了更合理的复合物结构,这对于发现和设计抗病毒药物至关重要。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8757/9606277/20dd4ca3d4b1/41598_2022_22703_Fig1_HTML.jpg

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