基于网络药理学和动物实验探讨调脂益肝汤防治代谢相关脂肪性肝病的作用机制

    Mechanism of Tiaozhi Yigan Decoction in the Prevention and Treatment of Metabolic Associated Fatty Liver Disease Based on Network Pharmacology and Animal Experiments

    • 摘要:
      目的 采用网络药理学和分子对接的方法,探究调脂益肝汤防治代谢相关脂肪性肝病(metabolic associated fatty liver disease,MAFLD)的作用机制,并通过动物实验验证。
      方法 利用TCMSP和SwissTargetPrediction数据库收集并筛选调脂益肝汤的活性成分及作用靶点,通过GeneCards、DisGeNET、OMIM数据库获取MAFLD或非酒精性单纯性脂肪肝的相关疾病靶点,并确定药物-疾病交集靶点。使用Cytoscape 3.8.2软件构建“药物-活性成分-靶点”网络和蛋白质-蛋白质相互作用网络,进一步筛选出核心活性成分及核心靶点。利用Metascape数据库对交集靶点进行GO和KEGG通路富集分析,并将调脂益肝汤治疗MAFLD的核心活性成分与核心靶点进行分子对接验证。再构建高脂饮食诱导小鼠MAFLD模型,利用动物实验验证网络药理学预测结果。
      结果 网络药理学预测得到164种调脂益肝汤活性成分,321个调脂益肝汤治疗MAFLD的潜在靶点,核心靶点包括IL6、TNF、ESR1、EGFR、AKT1、PPARγ、STAT3、PTGS2、CYP1A1、PPARα,核心成分包括亚麻酸乙酯、香树脂醇棕榈酸酯、异隐丹参酮、二氢丹参酮、杜仲素A等。GO功能富集分析结果表明,对激素水平的调节、炎症反应的调节、小分子代谢过程的调节等在生物过程中富集度较高;膜筏、转录调控因子复合物、低密度脂蛋白等在细胞组分中富集度较高;蛋白激酶活性、转录因子结合活性、蛋白酪氨酸激酶活性等在分子功能中富集度较高。KEGG通路富集结果表明,调脂益肝汤可能通过调节PI3K-AKT/PPARα信号通路发挥抗MAFLD的作用。分子对接结果显示,以上核心活性成分与核心靶点大部分具有良好的结合活性。动物实验结果表明,调脂益肝汤降低了MAFLD模型小鼠血清TG、TC、LDL-C含量,降低血清AST和ALT活力,降低肝脏MDA、TG和TC含量,升高GSH水平,有效减轻了MAFLD模型小鼠的肝脏脂肪变性、空泡样病变、红色脂滴和纤维化水平,下调了肝脏FASN、ACC、LC3II/I、P62、p-mTOR/mTOR、SREBP1-c的蛋白表达水平,显著上调PPARα、p-AKT/AKT的蛋白表达水平。
      结论 调脂益肝汤可显著减轻MAFLD小鼠血清转氨酶、血脂、脂质积累及氧化应激,改善肝细胞脂肪变性等病理学改变,其作用机制可能与调控PPARα/AKT/mTOR信号通路有关。

       

      Abstract:
      OBJECTIVE The mechanism of action of Tiaozhi Yigan Decoction(TZYGD) in the prevention and treatment of metabolic associated fatty liver disease(MAFLD) was explored using network pharmacology and molecular docking methods, and the results were verified through animal experiments.
      METHODS The active components and target proteins of TZYGD were collected and screened from the TCMSP and SwissTargetPrediction databases. The disease-related target proteins of MAFLD/NAFLD were obtained from the GeneCards, DisGeNET, and OMIM databases, and the drug-disease intersection target proteins were determined. The “drug-active component-target” network and protein-protein interaction(PPI) network were constructed using Cytoscape 3.8.2 software, and the core active components and core target proteins were further screened. The Metascape database was used to perform GO and KEGG pathway enrichment analysis on the intersection target proteins, and molecular docking was used to verify the core active components and core target proteins of TZYGD in the treatment of MAFLD. A high-fat diet-induced MAFLD mouse model was established, and the results of network pharmacology were verified through animal experiments.
      RESULTS Network pharmacology predicted 164 active components of TZYGD and 321 potential target proteins for the treatment of MAFLD. The core target proteins included IL6, TNF, ESR1, EGFR, AKT1, PPARγ, STAT3, PTGS2, CYP1A1, and PPARα, and the core active components included ethyl linolenate, palmitoyl amyrin, isocryptotanshinone, dihydrotanshinone, and eucommiol A. The results of GO functional enrichment analysis indicated that the regulation of hormone levels, inflammatory response, and small molecule metabolic processes were highly enriched in biological processes; membrane rafts, transcriptional regulatory factor complexes, and low-density lipoproteins were highly enriched in cellular components; protein kinase activity, transcription factor binding activity, and protein tyrosine kinase activity were highly enriched in molecular functions. The results of KEGG pathway enrichment indicated that TZYGD may exert its anti-MAFLD effect by regulating the PI3K-AKT/PPARα signaling pathway. Molecular docking results showed that most of the core active components had good binding activity with the core target proteins. Results from animal experiments indicate that the Lipid-Regulating and Liver-Protecting Decoction reduced serum TG, TC, and LDL-C levels in MAFLD model mice, decreased serum AST and ALT activity, reduced liver MDA, TG, and TC levels, and increased GSH levels, TZYGD effectively alleviated liver steatosis, vacuolar lesions, red lipid droplets, and fibrosis in MAFLD model mice. TZYGD significantly downregulated the protein expression levels of FASN, ACC, LC3II/I, P62, p-mTOR/mTOR, and SREBP1-c in the liver and significantly upregulated the protein expression levels of PPARα and p-AKT/AKT.
      CONCLUSION TZYGD can significantly reduce serum transaminases, blood lipids, and lipid accumulation and oxidative stress in MAFLD mice, and improve pathological changes such as liver steatosis. Its mechanism of action may be related to the regulation of the PPARα/AKT/mTOR signaling pathway.

       

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