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基于生物信息学和PC12细胞实验的EGCG延缓细胞衰老核心靶点鉴定

Cell Senescence-delaying Target of EGCG Identified by Bioinformatics and a PC12 Experiment

  • 摘要:
    目的 探究表没食子儿茶素没食子酸酯(EGCG)延缓细胞衰老的分子作用机制,鉴定其核心靶点及相关通路。
    方法 采用网络药理学和转录组学等生物信息学方法对衰老数据集与EGCG数据集进行联合分析,获得核心基因靶点并关联相关信号通路。采用分子对接技术探究靶点的作用机制,并构建Aβ25-35诱导的大鼠嗜铬细胞瘤PC12细胞模型,通过检测细胞活力、活性氧、线粒体膜电位染色情况及qRT-PCR测定目的基因表达水平等,对细胞衰老作用机制加以验证。
    结果 通过网络药理学分析,筛选出173个与衰老相关的EGCG交集靶点,并借助PPI网络及聚类分析,确定了STAT3、AXL等免疫和肿瘤相关的核心基因。转录组学联合分析进一步将关键基因聚焦至7个,其中STAT3在多种分析中均被确认为核心靶点,且 EGFR通路被确定为核心通路。分子对接实验表明,EGCG与STAT3结合能显著(−8.6 kcal·mol−1),二者通过氢键和疏水相互作用稳定结合,从而抑制STAT3的异常激活。基于PC12细胞的Aβ25-35诱导模型实验显示,EGCG可显著恢复PC12细胞活力(P<0.05),改善由衰老诱导的线粒体膜电位异常,降低细胞内活性氧水平(P<0.05),并显著下调STAT3和EGFR的mRNA表达水平(P<0.01)。
    结论 EGCG通过直接结合延缓神经细胞衰老的核心靶点STAT3并抑制EGFR信号通路,恢复PC12神经细胞线粒体膜电位和活力,降低细胞内活性氧水平,从而发挥抗细胞衰老作用。

     

    Abstract:
    Objective Molecular mechanism, core target, and associated pathway of the cell senescence delaying effect of epigallocatechin gallate (EGCG) were investigated by bioinformatics and a cellular experiment.
    Method Bioinformatics methods, including network pharmacology and transcriptomics, were used to analyze the aging- and EGCG-related datasets for identifying the target genes and related pathways. Molecular docking was employed to decipher the mechanisms associated with the senescence-delaying function. The Aβ25-35-induced PC12 cell model was applied to verify the mechanism using viability assays, reactive oxygen species detection, staining, and RT-qPCR.
    Result A network pharmacology analysis revealed that there were 173 EGCG intersection targets related to aging. And the PPI network and cluster analysis determined the core genes to include STAT3 and AXL. The combined transcriptomics analysis further narrowed the search down to 7 key genes. Ultimately, STAT3 was the sole target gene, and EGFR the core pathway, identified by multiple analyses. The molecular docking of EGCG with STAT3 was significant (−8.6 kcal·mol−1), and their hydrogen bonding and hydrophobic interaction were stable and inhibitive for abnormal activations of STAT3. The Aβ25-35-induced PC12 cell model showed that EGCG could significantly restore nerve cell viability, reduce intracellular reactive oxygen species, and down-regulate STAT3 mRNA expression.
    Conclusion EGCG exerted a cell senescence-delaying effect by directly binding to STAT3, an identified target that inhibited neuronal cell senescence and EGFR signaling pathway.

     

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