基于分子对接法和网络药理学揭示小柴胡汤防治新型冠状病毒肺炎的活性成分及作用机制
Study on the protective effects of Xiaochaihu Decoction on COVID-19
本研究旨在探索小柴胡汤防治新冠肺炎的活性成分及作用机制,为小柴胡汤在新冠肺炎防治中的应用提供参考。通过TCMSP数据库检索小柴胡汤的化学成分,将各化学成分与ACE2、MPro和PLP进行分子对接,预测其在抑制SARS-CoV-2病毒感染和复制方面的活性;采用TCMSP和CTD数据库检索小柴胡汤化学成分的靶蛋白或靶基因,使用String 数据库进行蛋白-蛋白相互作用(PPI)分析得到核心靶点,通过Cytoscape软件构建"药材-活性成分-核心靶点"网络,并进行拓扑分析和对核心靶点进行KEGG通路富集分析,预测小柴胡汤防治新冠肺炎的作用机制。分子对接结果表明,小柴胡汤的化学成分中与ACE2、MPro和PLP对接结果Libdockscore > 120的活性成分个数分别为86、114和105。网络拓扑分析筛选得到118个核心靶点,关键靶点涉及PTGS2、AR、MAPK14、PPARG、GSK3B、CCNA2、MAPK1、MAPK3、TP53、IL6、CHEK1、JUN、STAT3、TNF和RELA等。通路富集得到Influenza A、Small cell lung cancer、TNF、Toll-like receptor、PI3K-Akt和HIF-1等关键信号通路。结论小柴胡汤中的活性成分能通过作用于ACE2、MPro和PLP发挥抑制病毒感染宿主细胞及自我复制的进程,也能通过多靶点多通路抑制细胞因子风暴,改善低氧血症,从而有效防治新冠肺炎。
he present studyDiscovery of the action mechanisms and maStudy of the protective effects of Xiaochaihu Decoction on COVID-19 based on molecular docking and network pharmacology methodsjor bioactive compounds responsible for the protective effects of Xiaochaihu Decoction on COVID-19 aims to explore the mechanism of action and active constituents in Xiaochaihu Decoction (XCHD) for treatment of COVID-19, and provide a reference for its clinical application. The chemical constituents in XCHD were collected by using Traditional Chinese Medicine Systems Pharmacology Database (TCMSP). Further molecular docking study was performed by using Discovery Studio to evaluate the interactions between these constituents and the ACE2, MPro, and PLP target proteins. The target proteins and genes of constituents were collected by using TCMSP and Toxicogenomics Database (CTD). Protein-protein interaction (PPI) data was constructed by using String website to screen key targets. The "herb-active constituent-key target" network was constructed by using Cytoscape software, followed by topology analysis. Moreover, KEGG pathway analysis were performed on screened key targets with the DAVID database to predict the mechanism of action of XCHD. Molecular docking results indicated that 86, 114, and 105 active constituents in XCHD possess higher Libdockscore (Libdockscore > 120) for binding to ACE2, MPro, and PLP, respectively. A total of 118 key targets were screened, such as PTGS2, AR, MAPK14, PPARG, GSK3B, CCNA2, MAPK1, MAPK3, TP53, IL6, CHEK1, JUN, STAT3, TNF, and RELA. Further KEGG pathway analysis revealed several key pathways which were probably involved in the treatment of COVID-19, including Influenza A pathway, Small cell lung cancer pathway, TNF signaling pathway, Toll-like receptor signaling pathway, PI3K-Akt signaling pathway, and HIF-1 signaling. In summary, XCHD exhibit therapeutic effects against COVID-19 probably by acting on ACE2, MPro, and PLP to inhibit the infection and reproduction of SARS-CoV-2. Meanwhile, XCHD may attenuate cytokine release syndrome and alleviate hypoxemia through multi-target and multi-pathway.
吴灏、苏薇薇、饶鸿宇、谌攀、王永刚、李沛波、张海燕
中医学医学研究方法基础医学
小柴胡汤新型冠状病毒肺炎网络药理学分子对接。
Xiaochaihu DecoctionCOVID-19network pharmacologymolecular docking.
吴灏,苏薇薇,饶鸿宇,谌攀,王永刚,李沛波,张海燕.基于分子对接法和网络药理学揭示小柴胡汤防治新型冠状病毒肺炎的活性成分及作用机制[EB/OL].(2020-03-23)[2025-08-16].http://www.paper.edu.cn/releasepaper/content/202003-266.点此复制
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