溃疡性结肠炎患者对英夫利昔单抗原发性失应答的肠道黏膜基因筛选

Gene screening for primary non-response to infliximab in intestinal mucosa of patients with ulcerative colitis

  • 摘要:
      目的  筛选英夫利西单抗(IFX)治疗溃疡性结肠炎(UC)的原发性失应答与应答患者的差异表达基因(DEGs)并进行生物信息学分析,预测对IFX失应答的UC患者的潜在靶点。
      方法  采用GEO2R在线工具软件分析IFX治疗的UC患者数据集GSE14580、GES12251和GSE23597,获得DEGs; 通过String数据库构建DEGs-蛋白质相互作用(PPI)网络,应用David软件进行功能和信号途径富集分析; 通过Cytoscape软件及cytoHubba插件筛选出关键基因,导入DGIdb数据库中寻找潜在有效的生物制剂。
      结果  共筛选出UC患者对IFX治疗原发性失应答的DEGs 143个,其中上调基因10个、下调基因133个; 基因本体论(GO)富集分析和京都基因与基因组百科全书(KEGG)分析提示, DEGs主要富集于炎症反应、免疫反应、对维生素D反应、Toll样受体(TLR)通路以及肿瘤坏死因子(TNF)信号通路等。将Cytoscape软件及cytoHubba插件筛选出的得分最高的前20个关键基因导入DGIdb数据库进行分析,得分排名前3位的潜在有效的生物制剂分别为萨利鲁单抗、阿伐可泮、托拉利单抗。
      结论  UC原发性失应答样本中共有143个DEGs, 主要富集于白细胞介素-6产生的调控、对维生素D的反应、TLR通路以及TNF信号通路等。萨利鲁单抗、阿伐可泮、托拉利单抗是对IFX治疗原发性失应答的UC患者潜在的治疗药物。

     

    Abstract:
      Objective  To screen differentially expressed genes (DEGs) of responding patients and those with primary non-response to infliximab of ulcerative colitis (UC) treated with infliximab (IFX), and to perform biological analysis, and to predict potential targets for UC patients being unresponsive to IFX.
      Methods  The GEO2R online tool software was used to analyze the data sets such as GSE14580, GES12251 and GSE23597 in IFX-treated UC patient to obtain DEGs; the DEGs-protein interaction (PPI) network was constructed through the String database, and the function and signal pathway enrichment analysis was performed with David software; key genes were screened through Cytoscape and cytoHubba plug-ins and imported into the DGIdb database to find potentially effective biological agents.
      Results  A total of 143 UC patients with UC patients with primary failure to respond to IFX treatment were screened for DEGs, including 10 up-regulated genes and 133 down-regulated genes; GO and KEGG analysis indicated that DEGs were mainly enriched in inflammation, immune response, response to vitamin D, TLR pathway, and TNF signaling pathways. Using Cytoscape and cytoHubba software, the top 20 key genes with the highest scores were screened and imported into the DGIdb database. The top three potentially effective biologics were sarilumab, avacopan, and toralimab.
      Conclusion  There are a total of 143 DEGs in the samples of UC with primary non-response to infliximab, DEGs are mainly enriched in the regulation of interleukin-6 production, the response to vitamin D, the TLR pathway and the TNF signaling pathway, etc. Salilumab, avacopan and tomaralimab are potential therapeutic drugs for UC patients who fail to respond to IFX treatment.

     

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