基于生物信息学分析与验证慢性自发性荨麻疹的免疫相关枢纽基因OA
Identification and validation of immune-related hub genes in chronic spontaneous urticaria based on bioinformatics
目的 采用生物信息学分析与实验验证,系统性筛选慢性自发性荨麻疹(CSU)的免疫相关枢纽基因,探讨其潜在的免疫分子机制.方法 从基因表达综合(GEO)数据库下载CSU微阵列数据集(GSE72540).采用GEO2R在线分析工具筛选差异表达基因(DEGs),并与免疫基因集取交集获得差异表达免疫基因(DEIGs).随后对DEIGs进行基因本体(GO)、京都基因与基因组百科全书(KEGG)通路富集分析及蛋白质-蛋白质相互作用(PPI)网络构建.应用Cytoscape软件的CytoHubba插件筛选枢纽基因,并收集11例CSU患者和9例健康对照者的血浆样本,通过实时荧光定量PCR检测关键基因mRNA表达水平并进行比较.结果 共鉴定出93个DEIGs.富集分析显示这些基因显著富集于白细胞迁移、细胞趋化性、细胞因子-细胞因子受体相互作用、白细胞介素(IL)-17信号通路及核因子-κB信号通路等免疫相关过程.从PPI网络中筛选出6个枢纽基因,分别为CC趋化因子配体2(CCL2)、IL-1β、分化簇86(CD86)、肿瘤坏死因子(TNF)、CXC趋化因子配体1(CXCL1)及前列腺素内过氧化物合酶2(PTGS2).临床验证表明,与健康对照者比较,CSU患者血浆IL-1β、PTGS2 mRNA表达水平均上调(均P<0.05),CCL2、CD86、TNF、CXCL1 mRNA表达水平差异均无统计学意义(均P>0.05).结论 IL-1β和PTGS2是CSU关键的免疫相关枢纽基因,可能通过调节复杂的炎症网络在CSU发病中发挥重要作用.IL-1β和PTGS2有望成为CSU潜在的诊断生物标志物或治疗干预的新靶点.
Objective This study aims to systematically screen immune-related hub genes in chronic spontaneous urticaria(CSU)and explore their underlying immune molecular mechanisms by integrating bioinformatics analysis with experimental validation.Methods Microarray datasets(GSE72540)of CSU were downloaded from the Gene Expression Omnibus(GEO)database.Differentially expressed genes(DEGs)were screened using the GEO2R online analysis tool and intersected with an immune-related gene set to obtain differentially expressed immune genes(DEIGs).Subsequently,Gene Ontology(GO)enrichment analysis,Kyoto Encyclopedia of Genes and Genomes(KEGG)pathway enrichment analysis,and protein-protein interaction(PPI)network construction were performed for the DEIGs.The CytoHubba plugin of Cytoscape software was used to screen hub genes.Plasma samples were collected from 11 patients with CSU and 9 healthy controls,and the mRNA expression levels of key genes were detected and compared by quantitative real-time PCR.Results A total of 93 DEIGs were identified.Enrichment analysis revealed these genes were significantly enriched in immune-related processes such as leukocyte migration,chemotaxis,cytokine-cytokine receptor interaction,IL-17 signaling pathway,and nuclear factor-kappa B(NF-κB)signaling pathway.Six hub genes[C-C motif chemokine ligand 2(CCL2),IL-1β,Cluster of Differentiation 86(CD86),Tumor Necrosis Factor(TNF),C-X-C motif chemokine ligand 1(CXCL1),and Prostaglandin-endoperoxide Synthase 2(PTGS2)]were screened from the PPI network.Clinical validation showed that,compared with healthy controls,the plasma mRNA expression levels of IL-1 β and PTGS2 were upregulated in CSU patients(both P<0.05),while no statistically significant differences were observed in the mRNA expression levels of CCL2,CD86,TNF,or CXCL1(all P>0.05).Conclusion IL-1β and PTGS2 are key immune-related hub genes in CSU,likely playing crucial roles in the pathogenesis of CSU by regulating complex inflammatory networks.They show promise as potential diagnostic biomarkers or novel therapeutic targets for CSU.
朱鑫;梁兴龙
525000 广东医科大学茂名临床医学院(茂名市人民医院)皮肤科525000 广东医科大学茂名临床医学院(茂名市人民医院)皮肤科
慢性自发性荨麻疹生物信息学分析枢纽基因白细胞介素-1β前列腺素内过氧化物合酶2
Chronic spontaneous urticariaBioinformatics analysisHub geneInterleukin-1 betaProstaglandin-endoperoxide synthase 2
《浙江医学》 2026 (6)
586-591,后插3-后插4,8
茂名市科技专项资金计划项目(2020KJZX015)
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