Guangzhou University of Chinese Medicine, Guangzhou, China.
The First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China.
Life Sci. 2021 Apr 15;271:119151. doi: 10.1016/j.lfs.2021.119151. Epub 2021 Feb 1.
Limited cutaneous systemic sclerosis-associated pulmonary arterial hypertension (lcSSc-PAH) is a complex multi-system disease with high morbidity and mortality. The purpose of this study is to identify the hub genes and immune characteristics of limited cutaneous systemic sclerosis (lcSSc) and lcSSc-PAH through bioinformatics.
LcSSc-PAH raw data were obtained from the GEO database (GSE19617). Weighted gene Co-expression Network analysis (WGCNA) was used to evaluate key modules. Then, we performed Gene Ontology (GO) terms and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis with R software and verified the diagnostic value of the hub genes. Finally, Immune Cell Abundance Identifier (ImmuCellAI) was used to analyze the immune characteristics of the normal subjects, lcSSc and lcSSc-PAH patients, the results were displayed graphically.
Enrichment of two important modules by GO and KEGG identified key biological processes and pathways related to pathogen infection and immune function. Three hub genes (BID, IFNGR1, ZAP70) related to immune function were identified. The analysis of immune characteristics showed that the correlation and abundance of immune cells such as inducible regulatory T (iTreg) cells, B cells, macrophages, natural killer (NK) cells, CD8T cells, mucosal-associated invariant T(MAIT) cells and dendritic cells(DCs) were significantly different in the normal subjects, lcSSc and lcSSc-PAH patients.
Pathogen infection, changes in the number and function of immune cells, and interactions among immune cells may preliminarily reveal the pathological mechanism of lcSSc-PAH. The hub genes, pathways and immune characteristics identified in this research remains to be further studied.
局限性皮肤系统性硬化症相关肺动脉高压(lcSSc-PAH)是一种复杂的多系统疾病,发病率和死亡率均较高。本研究旨在通过生物信息学方法鉴定局限性皮肤系统性硬化症(lcSSc)和 lcSSc-PAH 的关键基因和免疫特征。
从 GEO 数据库(GSE19617)中获取 lcSSc-PAH 的原始数据。使用加权基因共表达网络分析(WGCNA)评估关键模块。然后,我们使用 R 软件进行基因本体论(GO)术语和京都基因与基因组百科全书(KEGG)富集分析,并验证关键基因的诊断价值。最后,使用免疫细胞丰度鉴定器(ImmuCellAI)分析正常受试者、lcSSc 和 lcSSc-PAH 患者的免疫特征,结果以图形方式显示。
GO 和 KEGG 对两个重要模块的富集鉴定出与病原体感染和免疫功能相关的关键生物学过程和途径。确定了 3 个与免疫功能相关的关键基因(BID、IFNGR1、ZAP70)。免疫特征分析表明,正常受试者、lcSSc 和 lcSSc-PAH 患者的诱导调节性 T(iTreg)细胞、B 细胞、巨噬细胞、自然杀伤(NK)细胞、CD8T 细胞、黏膜相关不变 T(MAIT)细胞和树突状细胞(DCs)等免疫细胞的相关性和丰度存在显著差异。
病原体感染、免疫细胞数量和功能的变化以及免疫细胞之间的相互作用可能初步揭示了 lcSSc-PAH 的病理机制。本研究中鉴定的关键基因、途径和免疫特征有待进一步研究。