Identification and Analysis of Differentially Expressed Genes Associated with Ferroptosis an d HIV in PASMCs Based on Bioinformatics

基因 生物 小RNA 基因共表达网络 计算生物学 基因表达 生物信息学 遗传学 基因本体论
作者
Lu Tong,Linna Guo,Wei Ma,Lijie Yao,Li Li,Wenshan Bian,Miao Xiu,Yang Jiang,Yongtao Li,Haifeng Jin
出处
期刊:Current HIV Research [Bentham Science Publishers]
卷期号:22
标识
DOI:10.2174/011570162x304876240821062047
摘要

Background: HIV-associated pulmonary arterial hypertension (HIV-PAH), a rare and fatal condition within the pulmonary arterial hypertension spectrum, is linked to HIV infection. While ferroptosis, an iron-dependent cell death form, is implicated in various lung diseases, its role in HIVPAH development remains unclear. Methods: Leveraging Gene Expression Omnibus data, we identified differentially expressed genes (DEGs) in pulmonary arterial smooth muscle cells, including HIV-related DEGs (HIV-DEGs) and ferroptosis-related HIV-DEGs (FR-HIV-DEGs). PPI network analysis of FR-HIV-DEGs using CytoHubba in Cytoscape identified hub genes. We conducted functional and pathway enrichment analyses for FR-HIV-DEGs, HIV-DEGs, and hub genes. Diagnostic value assessment of hub genes utilized ROC curve analysis. Key genes were further screened, and external validation was performed. Additionally, we predicted a potential ceRNA regulatory network for key genes. Results: 1372 DEGs were found, of which 228 were HIV-DEGs, and 20 were FR-HIV-DEGs. TP53, IL6, PTGS2, IL1B (downregulated), and PPARG (upregulated) were the five hub genes that were screened. TP53, IL6, and IL1B act as ferroptosis drivers, PTGS2 as a ferroptosis marker, and PPARG as a ferroptosis inhibitor. Enrichment analysis indicated biological processes enriched in "response to oxidative stress" and pathways enriched in "human cytomegalovirus infection." Key genes IL6 and PTGS2 exhibited strong predictive value via ROC curve analysis and external validation. The predicted ceRNA regulatory network identified miRNAs (has-mir-335-5p, has-mir-124-3p) targeting key genes and lncRNAs (XIST, NEAT1) targeting these miRNAs. Conclusion: This study advances our understanding of potential mechanisms in HIV-PAH pathogenesis, emphasizing the involvement of ferroptosis. The findings offer valuable insights for future research in HIV-PAH.

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