Department of Ophthalmology, Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, China.
Front Immunol. 2022 Jul 25;13:936707. doi: 10.3389/fimmu.2022.936707. eCollection 2022.
Vogt-Koyanagi-Harada (VKH) disease is an autoimmune inflammatory disorder characterized by bilateral granulomatous uveitis. The objective of this study was to identify immune hub genes involved in the pathogenesis and progression of VKH disease.
High throughput sequencing data were downloaded from the Gene Expression Omnibus (GEO) and an immune dataset was downloaded from ImmPort. Immune differentially expressed genes (DEGs) were obtained from their intersection in the GEO and ImmPort datasets. Immune hub genes for VKH disease were selected through differential expression analyses, including Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), Disease Ontology (DO), protein-protein interaction (PPI) network, and clustering analyses. Confidence in the immune hub genes was subsequently validated using box plots and receiver operating characteristic (ROC) curves.
A total of 254 DEGs were screened and after the intersection with ImmPort, 20 genes were obtained as immune DEGs. Functional enrichment analysis indicated that the key genes were mainly involved in several types of immune pathways (such as the lymphocyte mediated and leukocyte mediated immune responses, natural killer cell mediated cytotoxicity, and antigen binding) and immunodeficiency diseases. Following PPI network analysis, the top seven genes in cluster 1 were selected as potential immune hub genes in VKH. After evaluating the accuracy of the hub genes, one gene (GNLY) was excluded because its expression level was statistically similar in VKH patients and healthy controls. Finally, six immune hub genes, namely KLRC2, KLRC3 SH2D1B, GZMB, KIR2DL3, and KIR3DL2 were identified as playing important roles in the occurrence and development of VKH disease.
Six immune hub genes (KLRC2, KLRC3 SH2D1B, GZMB, KIR2DL3, and KIR3DL2) identified by our bioinformatics analyses may provide new diagnostic and therapeutic targets for VKH disease.
Vogt-Koyanagi-Harada(VKH)病是一种自身免疫性炎症性疾病,其特征为双侧肉芽肿性葡萄膜炎。本研究旨在鉴定参与 VKH 病发病机制和进展的免疫枢纽基因。
从基因表达综合数据库(GEO)下载高通量测序数据,并从 ImmPort 下载免疫数据集。从 GEO 和 ImmPort 数据集的交集获得免疫差异表达基因(DEGs)。通过差异表达分析,包括基因本体论(GO)、京都基因与基因组百科全书(KEGG)、疾病本体论(DO)、蛋白质-蛋白质相互作用(PPI)网络和聚类分析,选择 VKH 疾病的免疫枢纽基因。随后使用箱线图和受试者工作特征(ROC)曲线验证免疫枢纽基因的置信度。
筛选出 254 个 DEGs,与 ImmPort 交集后获得 20 个免疫 DEGs。功能富集分析表明,关键基因主要涉及几种免疫途径(如淋巴细胞介导和白细胞介导的免疫反应、自然杀伤细胞介导的细胞毒性、抗原结合)和免疫缺陷疾病。经 PPI 网络分析,选择簇 1 中的前 7 个基因作为 VKH 潜在的免疫枢纽基因。在评估枢纽基因的准确性后,由于 VKH 患者和健康对照者的表达水平统计学上无差异,剔除了一个基因(GNLY)。最终,确定了 6 个免疫枢纽基因,即 KLRC2、KLRC3、SH2D1B、GZMB、KIR2DL3 和 KIR3DL2,作为 VKH 病发生和发展的重要作用因子。
通过生物信息学分析鉴定的 6 个免疫枢纽基因(KLRC2、KLRC3、SH2D1B、GZMB、KIR2DL3 和 KIR3DL2)可能为 VKH 病提供新的诊断和治疗靶点。