hsa-miR-125a-5p与hsa-miR-125b-5p作为监测针灸治疗类风湿性关节炎潜在生物标志物的计算机评估研究

In silico evaluation of hsa-miR-125a-5p and hsa-miR-125b-5p as potential biomarkers for monitoring acupuncture treatment in rheumatoid arthritis

  • 摘要:
    目的 基于生物信息学方法筛选与类风湿性关节炎(RA)发病机制相关的差异表达microRNA(miRNA),并评估其作为针灸疗效及监测生物标志物的潜力。
    方法 从人类RA组织及针灸干预的RA小鼠模型中获取 miRNA 微阵列数据(CEL 与 TXT 格式)。采用稳健多阵列平均(RMA)算法进行数据标准化与差异表达分析。通过比较人类RA组织、小鼠RA模型(经针灸处理)以及文献中与RA发病及针灸治疗相关的差异表达miRNA,鉴别出候选miRNA。利用生物信息学工具预测每个miRNA的潜在靶基因,并通过相互作用基因/蛋白质检索工具(STRING)与ShinyGO工具进行通路富集分析。基于药物-基因相互作用数据库(DGBIdb)数据集进行药物-基因相互作用分析。使用Cytoscape v3.10.3构建基因相互作用网络。
    结果 分析结果鉴定出hsa-miR-125a-5p与hsa-miR-125b-5p作为与RA发病机制相关的潜在生物标志物,分别对应468和455个靶基因。这些靶基因显著富集于20条信号通路,包括 Janus激酶-信号转导子及转录激活子(JAK-STAT)信号通路、丝裂原活化蛋白激酶(MAPK)信号通路、磷脂酰肌醇3-激酶-蛋白激酶B(PI3K-Akt)信号通路及核因子(NF)-κB信号通路,这些通路均与RA的发生和进展相关。药物-基因相互作用网络显示,有22个基因与58种RA治疗药物存在显著关联,其中13个基因与hsa-miR-125家族成员存在相互作用。
    结论 hsa-miR-125a-5p与hsa-miR-125b-5p可能通过调控JAK-STAT、MAPK、PI3K-Akt和NF-κB信号通路,在RA发病机制中具有重要的调控作用。本研究提示hsa-miR-125a-5p与hsa-miR-125b-5p在包括RA的多种疾病药物干预下呈现差异表达,提示其有作为监测针灸治疗的潜在生物标志物的潜力。尽管现有证据表明针灸可改变miRNA表达谱,但仍需通过生物学模型进一步验证。

     

    Abstract:
    Objective To perform an in silico bioinformatics analysis to identify differentially expressed microRNAs (miRNAs) implicated in rheumatoid arthritis (RA) pathogenesis and evaluate their potential as biomarkers for assessing therapeutic efficacy and monitoring acupuncture treatment.
    Methods miRNA microarray data (CEL and TXT formats) were acquired from human and murine RA models, with the latter undergoing acupuncture treatment. Data were normalized using the robust multi-array average (RMA) method and analyzed for differential expression. Differential expression analysis identified miRNAs through a comparative analysis of RA human tissues, acupuncture-treated murine RA models, and a bibliographic search for miRNAs implicated in RA pathogenesis and acupuncture treatment. Bioinformatics analysis was performed to identify potential target genes for each miRNA and signaling pathways via search tools for the Retrieval of Interacting Genes/Proteins (STRING) and ShinyGO. Gene-drug interaction analysis was performed through Drug-Gene Interaction Database (DGIdb) screening. Interaction networks were constructed with the Cytoscape v3.10.3 software.
    Results The hsa-miR-125a-5p and hsa-miR-125b-5p were identified as potential biomarkers associated with RA pathogenesis, presenting 468 and 455 target genes, respectively. These genes were enriched in 20 signaling pathways, including Janus kinasa-signal transducer and activator of transcription (JAK-STAT), mitogen-activated protein kinase (MAPK), phosphoinositide 3-kinase-protein kinase B (PI3K-Akt), and nuclear factor kappa-light-chain-enhancer of activated B cells (NF-κB) signaling pathway, which have been associated with RA pathogenesis and progression. Drug-gene interaction networks revealed that 22 genes were significantly associated with 58 RA treatment drugs, among which 13 genes interacted with members of the hsa-miR-125 family.
    Conclusion The hsa-miR-125a-5p and hsa-miR-125b-5p demonstrate critical regulatory role in RA pathogenesis by modulating signaling pathways, including JAK-STAT, MAPK, PI3K-Akt, and NF-κB. Our findings show that the hsa-miR-125a-5p and hsa-miR-125b-5p exhibit differential expression patterns in response to pharmacological intervention in various diseases, including RA management. This suggests their potential roles as biomarkers for monitoring acupuncture treatment. Although existing evidence indicates that acupuncture can modify miRNA expression profiles, rigorous validation through biological models remains essential to confirm these results.

     

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