整合网络药理学与实验验证探究淫羊藿素靶向PLK1抑制肝细胞癌的作用机制

Integrated network pharmacology and experimental validation for identification of mechanism of icariin targeting PLK1 in inhibiting hepatocellular carcinoma

  • 摘要:
    目的 整合网络药理学与实验验证,系统阐明淫羊藿素抗肝细胞癌(HCC)的分子机制及其核心作用靶点。
    方法 基于 PubChem 和 SwissTargetPrediction 数据库筛选淫羊藿素潜在靶点,结合癌症基因组图谱(TCGA)与基因表达综合数据库(GEO)中的 HCC 相关基因进行交集分析。通过基因本体(GO)富集和京都基因与基因组百科全书(KEGG)通路分析明确候选靶点的生物学功能。采用随机生存森林算法筛选关键基因,并通过免疫浸润分析评估其与肿瘤微环境的关系。应用分子对接预测淫羊藿素与核心靶点的结合能力,并通过体外酶活抑制实验验证。在 HepG2 细胞中通过过表达实验确定功能性靶点,运用蛋白质印迹和免疫共沉淀技术探究作用机制。通过建立皮下 HepG2 异种移植小鼠模型,监测肿瘤体积变化及终点肿瘤重量以评估体内抗肿瘤疗效,并分析Polo样激酶1(PLK1)过表达对淫羊藿苷介导的肿瘤生长抑制作用的影响。
    结果 网络药理学分析鉴定出淫羊藿素与 HCC 的 36 个共同靶点,主要富集于低氧诱导因子-1(HIF-1)、磷脂酰肌醇-3-激酶/蛋白激酶 B(PI3K/AKT)与叉头框蛋白 O(FoxO)等信号通路。其中, PLK1、ATP 结合盒转运蛋白 C 亚家族成员 1(ABCC1)和基质金属蛋白酶 3(MMP3) 被确定为关键基因,其高表达均与患者不良预后显著相关(分别为P < 0.0001P = 0.004、P = 0.03)。免疫浸润分析提示这三个基因与多种免疫细胞显著相关,可能参与调控肿瘤免疫微环境。分子对接预测淫羊藿素可与上述靶点稳定结合,体外酶活实验证实淫羊藿素(20 µmol/L)对 PLK1 的抑制率最高 (49.67% ± 4.19%),显著高于 ABCC1(24.33% ± 3.40%)和 MMP3(38.00% ± 3.06%)。功能验证表明, PLK1过表达可逆转淫羊藿素对 HepG2 细胞增殖的抑制作用(P < 0.05),而ABCC1或MMP3过表达无此效应,提示 PLK1 是淫羊藿素的主要功能靶点。机制研究发现淫羊藿素特异性降低 PLK1 的磷酸化水平并破坏其与叉头框蛋白 M1(FoxM1)的相互作用。体内实验证实PLK1过表达可显著削弱淫羊藿素对荷瘤小鼠肿瘤生长的抑制作用(P < 0.001)。
    结论 PLK1 是淫羊藿素抗 HCC 作用的关键靶点,其机制与抑制 PLK1-FoxM1 轴有关,为淫羊藿素的临床转化应用提供了理论依据。

     

    Abstract:
    Objective To systematically elucidate the molecular mechanisms and core targets underlying the anti-hepatocellular carcinoma (HCC) effects of icariin through integrated network pharmacology and experimental validation.
    Methods Potential targets of icariin were screened using the PubChem database and SwissTargetPrediction platform, followed by intersection analysis with HCC-related genes from the Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO). Gene Ontology (GO) enrichment and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses were performed to characterize the biological functions of candidate targets. Key genes were identified using the random survival forest algorithm, and their associations with the tumor microenvironment were evaluated through immune infiltration analysis. Molecular docking was employed to predict the binding affinity between icariin and its core targets, which was subsequently validated by in vitro enzyme inhibition assays. Functional targets were determined through overexpression experiments in HepG2 cells, and mechanistic investigations were conducted using Western blot and co-immunoprecipitation techniques. In vivo anti-tumor efficacy was evaluated using a subcutaneous HepG2 xenograft mouse model by monitoring tumor volume progression and endpoint tumor weight, and the impact of polo-like kinose 1 (PLK1) overexpression on icariin-mediated tumor growth inhibition was assessed.
    Results  Network pharmacology analysis identified 36 common targets between icariin and HCC, which were primarily enriched in hypoxia-inducible factor-1 (HIF-1), phosphatidylinositol 3-kinase/protein kinase B (PI3K/AKT), and forkhead box O (FoxO) signaling pathways. Among these, PLK1, ATP binding cassette subfamily C member 1 (ABCC1), and matrix metallopeptidase 3 (MMP3) were identified as key genes, with their high expression significantly associated with poor patient prognosis (P < 0.0001, P = 0.004, and P = 0.03, respectively). Immune infiltration analysis revealed significant correlations between these three genes and various immune cell types, suggesting their involvement in modulating the tumor immune microenvironment. Molecular docking predicted stable binding between icariin and these targets, and in vitro enzymatic assays confirmed that icariin (20 µmol/L) exhibited the highest inhibitory rate against PLK1 (49.67% ± 4.19%), significantly greater than that against ABCC1 (24.33% ± 3.40%) and MMP3 (38.00% ± 3.06%). Functional validation demonstrated that PLK1 overexpression reversed icariin-mediated inhibition of HepG2 cell proliferation (P < 0.05), whereas ABCC1 or MMP3 overexpression showed no such effect, indicating PLK1 as the primary functional target of icariin. Mechanistic studies revealed that icariin specifically reduced PLK1 phosphorylation levels and disrupted its interaction with forkhead box M1 (FoxM1). In vivo experiments confirmed that PLK1 overexpression significantly attenuated icariin-induced suppression of tumor growth in xenograft mice (P < 0.001).
    Conclusion PLK1 is a critical target mediating the anti-HCC effects of icariin through inhibition of the PLK1-FoxM1 axis, providing a mechanistic basis for the clinical development of icariin as an HCC therapeutic agent.

     

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