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重新利用 FIASMA 对抗酸性鞘磷脂酶治疗 COVID-19:一种计算分子对接和动态模拟方法。

Repurposing FIASMAs against Acid Sphingomyelinase for COVID-19: A Computational Molecular Docking and Dynamic Simulation Approach.

机构信息

National Center for Bioinformatics, Quaid-i-Azam University, Islamabad 45320, Pakistan.

Department of Bioinformatics and Biotechnology, International Islamic University, Islamabad 44000, Pakistan.

出版信息

Molecules. 2023 Mar 27;28(7):2989. doi: 10.3390/molecules28072989.

DOI:10.3390/molecules28072989
PMID:37049752
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10096053/
Abstract

Over the past few years, COVID-19 has caused widespread suffering worldwide. There is great research potential in this domain and it is also necessary. The main objective of this study was to identify potential inhibitors against acid sphingomyelinase (ASM) in order to prevent coronavirus infection. Experimental studies revealed that SARS-CoV-2 causes activation of the acid sphingomyelinase/ceramide pathway, which in turn facilitates the viral entry into the cells. The objective was to inhibit acid sphingomyelinase activity in order to prevent the cells from SARS-CoV-2 infection. Previous studies have reported functional inhibitors against ASM (FIASMAs). These inhibitors can be exploited to block the entry of SARS-CoV-2 into the cells. To achieve our objective, a drug library containing 257 functional inhibitors of ASM was constructed. Computational molecular docking was applied to dock the library against the target protein (PDB: 5I81). The potential binding site of the target protein was identified through structural alignment with the known binding pocket of a protein with a similar function. AutoDock Vina was used to carry out the docking steps. The docking results were analyzed and the inhibitors were screened based on their binding affinity scores and ADME properties. Among the 257 functional inhibitors, Dutasteride, Cepharanthine, and Zafirlukast presented the lowest binding affinity scores of -9.7, -9.6, and -9.5 kcal/mol, respectively. Furthermore, computational ADME analysis of these results revealed Cepharanthine and Zafirlukast to have non-toxic properties. To further validate these findings, the top two inhibitors in complex with the target protein were subjected to molecular dynamic simulations at 100 ns. The molecular interactions and stability of these compounds revealed that these inhibitors could be a promising tool for inhibiting SARS-CoV-2 infection.

摘要

在过去的几年中,COVID-19 在全球范围内造成了广泛的痛苦。该领域有很大的研究潜力,也有必要进行研究。本研究的主要目的是确定潜在的针对酸性鞘磷脂酶(ASM)的抑制剂,以防止冠状病毒感染。实验研究表明,SARS-CoV-2 会导致酸性鞘磷脂酶/神经酰胺途径的激活,进而促进病毒进入细胞。目的是抑制酸性鞘磷脂酶的活性,以防止细胞感染 SARS-CoV-2。先前的研究已经报道了针对 ASM 的功能抑制剂(FIASMAs)。可以利用这些抑制剂来阻止 SARS-CoV-2 进入细胞。为了实现我们的目标,构建了一个包含 257 种针对 ASM 的功能抑制剂的药物库。应用计算分子对接将文库对接至目标蛋白(PDB:5I81)。通过与具有相似功能的已知结合口袋的蛋白质的结构比对,确定目标蛋白的潜在结合位点。使用 AutoDock Vina 进行对接步骤。对接结果进行了分析,并根据其结合亲和力评分和 ADME 特性对抑制剂进行了筛选。在 257 种功能抑制剂中,Dutasteride、Cepharanthine 和 Zafirlukast 的结合亲和力评分最低,分别为-9.7、-9.6 和-9.5 kcal/mol。此外,对这些结果进行的计算 ADME 分析表明 Cepharanthine 和 Zafirlukast 具有无毒特性。为了进一步验证这些发现,将与目标蛋白形成复合物的前两种抑制剂进行了 100 ns 的分子动力学模拟。这些化合物的分子相互作用和稳定性表明,这些抑制剂可能是抑制 SARS-CoV-2 感染的有前途的工具。

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