School of Biomedical Engineering and Technology, Tianjin Medical University, Tianjin, China.
School of Science, Tianjin Chengjian University, Tianjin, China.
J Biomol Struct Dyn. 2023 Nov;41(19):9602-9613. doi: 10.1080/07391102.2022.2144949. Epub 2022 Nov 14.
Since the main protease (Mpro) is crucial for the COVID-19 virus replication and transcription, searching for Mpro inhibitors is one possible treatment option. In our study, 258 small molecules were collected from lung-related herbal medicines, and their structures were optimized with the B3LYP-D3/6-31G* method. After the molecular docking with Mpro, we selected the top 20 compounds for the further geometry optimization with the larger basis sets. After the further molecular docking, the top eight compounds were screened out. Then we performed molecular dynamics simulations and binding free energy calculations to determine stability of the complexes. Our results show that mulberrofuran G, Xambioona, and kuwanon D can bind Mpro well. In quantum chemistry studies, such as ESP and CDFT analyses, the compounds properties are predicted. Additionally, the drug-likeness analyses and ADME studies on these three candidate compounds verified that all of them conform to Libinski's rule and may be drug-like compounds.
由于主蛋白酶(Mpro)对 COVID-19 病毒的复制和转录至关重要,因此寻找 Mpro 抑制剂是一种可能的治疗选择。在我们的研究中,从与肺部相关的草药中收集了 258 种小分子,并使用 B3LYP-D3/6-31G*方法对其结构进行了优化。在与 Mpro 进行分子对接后,我们选择了前 20 种化合物,并用更大的基组进行进一步的几何优化。进一步的分子对接后,筛选出前 8 种化合物。然后,我们进行分子动力学模拟和结合自由能计算,以确定复合物的稳定性。我们的结果表明,mulberrofuran G、Xambioona 和 kuwanon D 可以与 Mpro 很好地结合。在量子化学研究中,如 ESP 和 CDFT 分析,预测了化合物的性质。此外,对这三种候选化合物进行了药物相似性分析和 ADME 研究,验证了它们都符合利宾斯基规则,可能是类药性化合物。