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利用共晶配体的形状、特征和基于结构的方法来鉴定新型冠状病毒3C样蛋白酶(SARS-CoV-2 Mpro)抑制剂。

Exploiting the co-crystal ligands shape, features and structure-based approaches for identification of SARS-CoV-2 Mpro inhibitors.

作者信息

Yousaf Numan, Jabeen Yaruq, Imran Muhammad, Saleem Muhammad, Rahman Moazur, Maqbool Abbas, Iqbal Mazhar, Muddassar Muhammad

机构信息

Department of Biosciences, COMSATS University Islamabad, Islamabad, Pakistan.

KAM School of Life Sciences, Forman Christian College, Lahore, Pakistan.

出版信息

J Biomol Struct Dyn. 2023;41(23):14325-14338. doi: 10.1080/07391102.2023.2189478. Epub 2023 Mar 22.

Abstract

SARS-CoV-2 enters the host cell through the ACE2 receptor and replicates its genome using an RNA-Dependent RNA Polymerase (RDRP). The functional RDRP is released from pro-protein pp1ab by the proteolytic activity of Main protease (Mpro) which is encoded within the viral genome. Due to its vital role in proteolysis of viral polyprotein chains, it has become an attractive potential drug target. We employed a hierarchical virtual screening approach to identify small synthetic protease inhibitors. Statistically optimized molecular shape and color-based features (various functional groups) from co-crystal ligands were used to screen different databases through various scoring schemes. Then, the electrostatic complementarity of screened compounds was matched with the most active molecule to further reduce the hit molecules' size. Finally, five hundred eighty-seven molecules were docked in Mpro catalytic binding site, out of which 29 common best hits were selected based on Glide and FRED scores. Five best-fitting compounds in complex with Mpro were subjected to MD simulations to analyze their structural stability and binding affinities with Mpro using MM/GB(PB)SA models. Modeling results suggest that identified hits can act as the lead compounds for designing better active Mpro inhibitors to enhance the chemical space to combat COVID-19.Communicated by Ramaswamy H. Sarma.

摘要

严重急性呼吸综合征冠状病毒2(SARS-CoV-2)通过血管紧张素转换酶2(ACE2)受体进入宿主细胞,并利用RNA依赖性RNA聚合酶(RDRP)复制其基因组。功能性RDRP通过主要蛋白酶(Mpro)的蛋白水解活性从前体蛋白pp1ab中释放出来,Mpro由病毒基因组编码。由于其在病毒多聚蛋白链蛋白水解中的关键作用,它已成为一个有吸引力的潜在药物靶点。我们采用了一种分层虚拟筛选方法来鉴定小型合成蛋白酶抑制剂。利用共晶体配体的统计优化分子形状和基于颜色的特征(各种官能团),通过各种评分方案筛选不同的数据库。然后,将筛选出的化合物的静电互补性与最具活性的分子进行匹配,以进一步缩小命中分子的规模。最后,将587个分子对接至Mpro催化结合位点,其中基于Glide和FRED评分选择了29个常见的最佳命中分子。对与Mpro复合的5个最佳拟合化合物进行分子动力学模拟,使用MM/GB(PB)SA模型分析它们与Mpro的结构稳定性和结合亲和力。建模结果表明,所鉴定的命中分子可作为先导化合物,用于设计活性更好的Mpro抑制剂,以扩大对抗2019冠状病毒病的化学空间。由拉马斯瓦米·H·萨尔马传达。

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