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基于网络药理学和分子对接探讨养心通脉方治疗冠心病血瘀证的作用机制

Mechanism of Yangxin Tongmai Decoction in the Treatment of Coronary Heart Disease with Blood Stasis Syndrome Based on Network Pharmacology and Molecular Docking.

作者信息

Zhang Mengxue, Liu Jia, Zhang Xiangzhuo, Zhang Shumeng, Jiang Yujie, Yu Zixuan, Xie Ting, Chen Yuxia, Chen Lingli, Li Jie

机构信息

Hunan University of Traditional Chinese Medicine, Hunan Changsha 410208, China.

Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai 200032, China.

出版信息

Evid Based Complement Alternat Med. 2022 Sep 30;2022:4692217. doi: 10.1155/2022/4692217. eCollection 2022.

Abstract

This study aimed to explore the mechanism of Yangxin Tongmai decoction (YXTMD) in the treatment of coronary heart disease (CHD) with blood stasis syndrome (BSS) using network pharmacology and molecular docking, and to verify these results through clinical trials. The active compounds of YXTMD were identified using the Traditional Chinese Medicine Systems Pharmacology database, and the targets of the active compounds were predicted using the SwissTarget Prediction database. The targets of CHD and BSS were predicted using the GeneCards, OMIM, PharmGKB, TTD, and DrugBank databases. The common targets of "herb-disease-phenotype" were obtained using a Venn diagram, then used Cytoscape software 3.8.2 and its plug-in CytoNCA and STRING database to construct the "herb active compounds-common target" and protein-protein interaction networks. R language software and bioconductor plug-in were used for Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses. AutoDock was used for the molecular docking analysis. Finally, clinical trials were conducted to confirm the results of network pharmacology. Eighty-three active components were obtained, and the core active components were 5,7,4'-trimethoxyflavone, tetramethoxyluteolin, isosinensetin, sinensetin, and 5,7-dihydroxy-2-(3-hydroxy-4-methoxyphenyl)chroman-4-one. A total of 140 common targets were identified, and the core targets were EGFR, VEGFA, AKT1, STAT3, TP53, ERBB2, and PIK3CA. Biological processes identified by the GO analysis primarily involved wound healing, regulation of body fluid levels, and vascular process in circulatory system. The cellular components were primarily located in the membrane raft, membrane microdomain, and plasma membrane raft. The primary molecular functions were activity of transmembrane receptor protein kinase, transmembrane receptor protein tyrosine kinase, and protein tyrosine kinase. KEGG analysis showed that the PI3K-Akt signaling pathway was closely related to the treatment of CHD with BSS by YXTMD. Molecular docking results showed that the core active components had a good binding activity with the core targets. The clinical trial results showed that YXTMD improved the BSS scores and decreased the serum levels of total cholesterol and low-density lipoprotein cholesterol. Moreover, the levels of and mRNA were upregulated and the levels of mRNA were downregulated. YXTMD has multicomponent, multitarget, and multipathway effects in the treatment of CHD with BSS, and its mechanism of action may involve activation of the PI3K-AKt signaling pathway, downregulation of GSK-3, and mediation of in vivo lipid metabolism-based metabolic processes.

摘要

本研究旨在运用网络药理学和分子对接技术探索养心通脉方(YXTMD)治疗冠心病(CHD)血瘀证(BSS)的作用机制,并通过临床试验验证这些结果。利用中药系统药理学数据库鉴定YXTMD的活性成分,使用瑞士靶点预测数据库预测活性成分的靶点。利用GeneCards、OMIM、PharmGKB、TTD和DrugBank数据库预测CHD和BSS的靶点。通过韦恩图获得“草药-疾病-表型”的共同靶点,然后使用Cytoscape软件3.8.2及其插件CytoNCA和STRING数据库构建“草药活性成分-共同靶点”和蛋白质-蛋白质相互作用网络。使用R语言软件和生物导体插件进行基因本体论(GO)和京都基因与基因组百科全书(KEGG)富集分析。使用AutoDock进行分子对接分析。最后,进行临床试验以确认网络药理学的结果。获得了83种活性成分,核心活性成分是5,7,4'-三甲氧基黄酮、四甲氧基木犀草素、异橙黄酮、橙黄酮和5,7-二羟基-2-(3-羟基-4-甲氧基苯基)色满-4-酮。共鉴定出140个共同靶点,核心靶点是表皮生长因子受体(EGFR)、血管内皮生长因子A(VEGFA)、蛋白激酶B(AKT1)、信号转导和转录激活因子3(STAT3)、肿瘤蛋白p53(TP53)、表皮生长因子受体2(ERBB2)和磷脂酰肌醇-3激酶催化亚基α(PIK3CA)。GO分析确定的生物学过程主要涉及伤口愈合、体液水平调节和循环系统中的血管过程。细胞成分主要位于膜筏、膜微区和质膜筏中。主要分子功能是跨膜受体蛋白激酶、跨膜受体蛋白酪氨酸激酶和蛋白酪氨酸激酶的活性。KEGG分析表明,PI3K-Akt信号通路与YXTMD治疗CHD合并BSS密切相关。分子对接结果表明,核心活性成分与核心靶点具有良好的结合活性。临床试验结果表明,YXTMD改善了BSS评分,降低了血清总胆固醇和低密度脂蛋白胆固醇水平。此外, 和 的mRNA水平上调, 的mRNA水平下调。YXTMD在治疗CHD合并BSS方面具有多成分、多靶点和多途径作用,其作用机制可能涉及激活PI3K-AKt信号通路、下调糖原合成酶激酶3(GSK-3)以及介导基于体内脂质代谢的代谢过程。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/43bb/9546682/cd2027e518a4/ECAM2022-4692217.001.jpg

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