Exploring the Mechanism of Action of Berberine on Arrhythmia After Myocardial Infarction: A Network Pharmacology, Molecular Docking, and Cellular Experimental Study

IF 3.4 4区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS
Haitian-Li,  Zhijie-Zhang,  Yang-Yang,  Xiaohan-Yu,  Jinmao-Li,  Hongsheng-Cui,  Ping-Li,  Buxing-Chen
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引用次数: 0

Abstract

Background: Arrhythmia after myocardial infarction, a common disease, has a high incidence and lethality in clinical practice, which seriously affects patients’ quality of life and survival time. Based on our previous study and available evidence, berberine plays a role in the treatment and prevention of arrhythmia after myocardial infarction. Thus, in order to clarify the specific mechanism and provide new clinical treatments, we conducted this study.

Method: Firstly, we used bioinformatics analysis and system pharmacology to analyze the physicochemical properties and biological activities of berberine in the Molinspiration server. Secondly, we explored the potential molecular mechanism of arrhythmia after myocardial infarction treated with berberine by using network pharmacology technology: (1) obtaining common genes among berberine, myocardial infarction, and arrhythmia through TCMSP, TTD databases, and so forth; (2) constructing protein–protein interaction by using STRING database; (3) using g:Profiler database to conduct GO enrichment analysis of hub genes and pathways; and (4) performing molecular docking and visualization by using AutoDock and Pymol software. Finally, we applied Western blotting analysis and real-time quantitative polymerase chain reaction to validate the expression of relevant proteins in the TGF-β1-induced cell models.

Results: The results of bioinformatics analysis and system pharmacology of berberine indicated that it had wonderful bioavailability and high biological activities. The results of network pharmacology showed that (1) 70 genes related to berberine against arrhythmia after myocardial infarction were obtained, (2) 31 hub genes were obtained by constructing PPI network, and (3) GO enrichment analysis showed that hub genes were associated with mechanisms such as stimulus and cell death. The analysis of KEGG pathways, Wiki pathways, and Reactome pathways showed that the HIF-1 signaling pathway and interleukin-4 and interleukin-13 signaling pathways were the most likely to exert therapeutic effects. (4) The results of molecular docking indicated that berberine most likely exerted therapeutic effects through acting on NGF. Western blotting analysis and real-time quantitative polymerase chain reaction techniques showed that berberine could reduce the expression of NGF and α-SMA in TGF-β1-induced cell models, which confirmed the accuracy of the above findings.

Conclusion: Berberine can reduce NGF secretion not only by inhibiting the conversion of cardiac fibroblasts to myofibroblasts but also by acting directly on myofibroblasts. Thus, the sympathetic nerve remodeling was inhibited, which can reduce the occurrence of arrhythmia after myocardial infarction. Considering its wonderful bioavailability and high biological activities, we believe that berberine can be a novel potential therapeutic agent with potential for the treatment of arrhythmia after myocardial infarction.

探讨小檗碱对心肌梗死后心律失常的作用机制:网络药理学、分子对接和细胞实验研究
背景:心肌梗死后心律失常是临床上的常见病,发病率高、致死率高,严重影响患者的生活质量和生存时间。根据我们之前的研究和现有证据,小檗碱在心肌梗死后心律失常的治疗和预防中起作用。因此,为了明确具体的机制,提供新的临床治疗方法,我们进行了这项研究。方法:首先采用生物信息学分析和系统药理学方法,对Molinspiration server中小檗碱的理化性质和生物活性进行分析。其次,利用网络药理学技术探索小檗碱治疗心肌梗死后心律失常的潜在分子机制:(1)通过TCMSP、TTD等数据库获取小檗碱、心肌梗死、心律失常的共同基因;(2)利用STRING数据库构建蛋白-蛋白相互作用;(3)利用g:Profiler数据库对枢纽基因和通路进行GO富集分析;(4)利用AutoDock和Pymol软件进行分子对接和可视化。最后,我们应用Western blotting分析和实时定量聚合酶链反应验证TGF-β1诱导的细胞模型中相关蛋白的表达。结果:小檗碱生物信息学分析和系统药理学结果表明,小檗碱具有良好的生物利用度和较高的生物活性。网络药理学结果显示:(1)获得小檗碱抗心肌梗死后心律失常相关基因70个;(2)构建PPI网络获得枢纽基因31个;(3)GO富集分析显示枢纽基因与刺激、细胞死亡等机制相关。KEGG通路、Wiki通路和Reactome通路分析显示,HIF-1信号通路和白细胞介素-4和白细胞介素-13信号通路最有可能发挥治疗作用。(4)分子对接结果表明,小檗碱很可能通过作用于NGF发挥治疗作用。Western blotting分析和实时定量聚合酶链反应技术显示,在TGF-β1诱导的细胞模型中,小檗碱可降低NGF和α-SMA的表达,证实了上述发现的准确性。结论:小檗碱不仅通过抑制心肌成纤维细胞向肌成纤维细胞的转化而减少NGF的分泌,而且直接作用于肌成纤维细胞。从而抑制交感神经重构,减少心肌梗死后心律失常的发生。考虑到小檗碱具有良好的生物利用度和较高的生物活性,我们认为小檗碱是一种潜在的新型治疗药物,具有治疗心肌梗死后心律失常的潜力。
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来源期刊
Cardiovascular Therapeutics
Cardiovascular Therapeutics 医学-心血管系统
CiteScore
5.60
自引率
0.00%
发文量
55
审稿时长
6 months
期刊介绍: Cardiovascular Therapeutics (formerly Cardiovascular Drug Reviews) is a peer-reviewed, Open Access journal that publishes original research and review articles focusing on cardiovascular and clinical pharmacology, as well as clinical trials of new cardiovascular therapies. Articles on translational research, pharmacogenomics and personalized medicine, device, gene and cell therapies, and pharmacoepidemiology are also encouraged. Subject areas include (but are by no means limited to): Acute coronary syndrome Arrhythmias Atherosclerosis Basic cardiac electrophysiology Cardiac catheterization Cardiac remodeling Coagulation and thrombosis Diabetic cardiovascular disease Heart failure (systolic HF, HFrEF, diastolic HF, HFpEF) Hyperlipidemia Hypertension Ischemic heart disease Vascular biology Ventricular assist devices Molecular cardio-biology Myocardial regeneration Lipoprotein metabolism Radial artery access Percutaneous coronary intervention Transcatheter aortic and mitral valve replacement.
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