基于GEO芯片联合网络药理学、孟德尔随机化和实验验证探究木犀草素改善心肌损伤的作用机制

    Investigating the Mechanism of Luteolin in Ameliorating Myocardial Injury Based on GEO Chip, Network Pharmacology, Mendelian Randomization and Experimental Validation

    • 摘要:
      目的  基于生物信息学、网络药理学、分子对接、体外试验和孟德尔随机化探究木犀草素改善心肌损伤的机制。
      方法  采用生物信息学和网络药理学分析木犀草素改善心肌损伤的关键靶点和信号通路。对木犀草素与关键靶点进行分子对接。在细胞水平上建立心肌细胞损伤模型,使用CCK-8检测细胞活性;qRT-PCR 检测心肌细胞损伤标志物BNP、关键靶点和炎性细胞因子IL-18、IL-1β、IL-6的mRNA表达;流式细胞术检测细胞凋亡率和ROS水平;Western blotting检测细胞凋亡相关蛋白和SRC/PI3K/AKT信号通路相关蛋白表达。使用孟德尔随机化探究关键靶点和心肌损伤的因果关系。
      结果  得到60个木犀草素在心肌损伤中差异表达基因。GO和KEGG富集分析发现木犀草素主要通过PI3K/AKT等信号通路及SRC、AKT1、ESR1、PTGS2、AR、KDR等核心靶点调控蛋白质磷酸化、对氧化应激的反应发挥生物功能。分子对接验证了木犀草素与关键靶点具有较好的结合活性。细胞试验结果表明,木犀草素可以有效缓解心肌细胞损伤,减轻氧化应激,降低细胞凋亡率,抑制炎性细胞因子的分泌,并且抑制SRC/PI3K/AKT通路相关蛋白磷酸化的表达。孟德尔随机化研究表明基因SRC(逆方差加权法:OR=1.050;95%CI:1.011~1.091;P=0.011)可能是心肌损伤进展过程中的重要标志物,与发病风险之间具有潜在的因果关系。
      结论  木犀草素通过调控SRC/PI3K/AKT信号通路发挥心肌损伤保护作用,可为后续木犀草素改善心肌损伤的深入研究提供科学依据。

       

      Abstract:
      OBJECTIVE  To explore the mechanism of luteolin amelioration of myocardial injury based on bioinformatics, network pharmacology, molecular docking, in vitro experiments, and Mendelian randomization.
      METHODS  Bioinformatics and network pharmacology analysis analyze key targets and signaling pathways of luteolin in ameliorating myocardial injury. Molecular docking of luteolin to key targets was performed. At the cellular level, a cardiomyocyte injury model was established. Cell activity was assessed using the CCK-8 assay, while the mRNA expression levels of BNP, key targets, and inflammatory cytokines(IL-18, IL-1β, IL-6) were measured by qRT-PCR. Additionally, flow cytometry was employed to analyze the apoptosis rate and ROS levels, and Western blotting was used to determine the expression of apoptosis-related proteins and key components of the SRC/PI3K/AKT signaling pathway. Furthermore, the causality between key targets and myocardial injury was explored using Mendelian randomization analysis.
      RESULTS  Sixty differentially expressed genes of luteolin in myocardial injury were obtained. GO and KEGG enrichment analysis indicated that luteolin exerted its biological functions primarily via the PI3K/AKT pathway and core targets(such as SRC, AKT1, ESR1, PTGS2, AR and KDR), involving mechanisms such as protein phosphorylation and response to oxidative stress. Molecular docking verified the better binding activity of luteolin to the key targets. The cellular experimental results demonstrated that luteolin effectively alleviated cardiomyocyte injury by reducing oxidative stress and the apoptosis rate, as well as by inhibiting the secretion of inflammatory cytokines and the phosphorylation of proteins associated with the SRC/PI3K/AKT pathway. Separately, Mendelian randomization analysis indicated that the SRC gene(IVW: OR=1.050; 95%CI: 1.011–1.091; P=0.011) may be a significant biomarker for the progression of myocardial injury, suggesting a potential causal relationship with the disease risk.
      CONCLUSION  The protective effect of luteolin on myocardial injury is mediated by regulating the SRC/PI3K/AKT signaling pathway, and this finding provides a scientific basis for further research into the therapeutic potential of luteolin in ameliorating myocardial injury.

       

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