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双吲哚马来酰亚胺化合物 IX:一种通过虚拟筛选管道和体外验证试验靶向病毒主要蛋白酶 3CLpro 的新型抗 SARS-CoV2 药物。

Bisindolylmaleimide IX: A novel anti-SARS-CoV2 agent targeting viral main protease 3CLpro demonstrated by virtual screening pipeline and in-vitro validation assays.

机构信息

Infectious Diseases, Mayo Clinic, Jacksonville, FL, USA.

Loyola University Chicago, Chicago, IL, USA.

出版信息

Methods. 2021 Nov;195:57-71. doi: 10.1016/j.ymeth.2021.01.003. Epub 2021 Jan 14.

Abstract

SARS-CoV-2, the virus that causes COVID-19 consists of several enzymes with essential functions within its proteome. Here, we focused on repurposing approved and investigational drugs/compounds. We targeted seven proteins with enzymatic activities known to be essential at different stages of the viral cycle including PLpro, 3CLpro, RdRP, Helicase, ExoN, NendoU, and 2'-O-MT. For virtual screening, energy minimization of a crystal structure of the modeled protein was carried out using the Protein Preparation Wizard (Schrodinger LLC 2020-1). Following active site selection based on data mining and COACH predictions, we performed a high-throughput virtual screen of drugs and investigational molecules (n = 5903). The screening was performed against viral targets using three sequential docking modes (i.e., HTVS, SP, and XP). Virtual screening identified ∼290 potential inhibitors based on the criteria of energy, docking parameters, ligand, and binding site strain and score. Drugs specific to each target protein were further analyzed for binding free energy perturbation by molecular mechanics (prime MM-GBSA) and pruning the hits to the top 32 candidates. The top lead from each target pool was further subjected to molecular dynamics simulation using the Desmond module. The resulting top eight hits were tested for their SARS-CoV-2 anti-viral activity in-vitro. Among these, a known inhibitor of protein kinase C isoforms, Bisindolylmaleimide IX (BIM IX), was found to be a potent inhibitor of SARS-CoV-2. Further, target validation through enzymatic assays confirmed 3CLpro to be the target. This is the first study that has showcased BIM IX as a COVID-19 inhibitor thereby validating our pipeline.

摘要

导致 COVID-19 的病毒 SARS-CoV-2 包含几种在其蛋白质组中具有重要功能的酶。在这里,我们专注于重新利用已批准和正在研究的药物/化合物。我们针对已知在病毒周期的不同阶段具有酶活性的七种蛋白质,包括 PLpro、3CLpro、RdRP、Helicase、ExoN、NendoU 和 2'-O-MT。对于虚拟筛选,使用蛋白质准备向导(Schrodinger LLC 2020-1)对建模蛋白的晶体结构进行能量最小化。在基于数据挖掘和 COACH 预测的活性位点选择之后,我们对药物和研究分子(n=5903)进行了高通量虚拟筛选。使用三种连续对接模式(HTVS、SP 和 XP)针对病毒靶标进行筛选。虚拟筛选根据能量、对接参数、配体、结合部位应变和得分标准,确定了约 290 种潜在抑制剂。针对每个靶标蛋白的特定药物,进一步通过分子力学(prime MM-GBSA)分析其结合自由能扰动,并将命中物修剪至前 32 个候选物。从每个靶标池中选择的顶级先导化合物进一步使用 Desmond 模块进行分子动力学模拟。对结果中的前 8 个化合物进行 SARS-CoV-2 的体外抗病毒活性测试。其中,蛋白激酶 C 同工酶的已知抑制剂双吲哚马来酰亚胺 IX(BIM IX)被发现是 SARS-CoV-2 的有效抑制剂。此外,通过酶促测定进行的靶标验证证实 3CLpro 是靶标。这是第一项展示 BIM IX 作为 COVID-19 抑制剂的研究,从而验证了我们的研究管道。

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