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Identification of Key Genes and Pathways Associated With Gender Differences in Pulmonary Arterial Hypertension Based on Bioinformatic Approaches

小桶 基因 微阵列 生物 计算生物学 微阵列分析技术 鉴定(生物学) 基因表达谱 基因本体论 生物信息学 基因组 疾病 全基因组关联研究 遗传学 生物途径 基因表达 DNA微阵列 功能(生物学) 组学 基因表达调控 基因组学 信号转导 候选基因 医学
作者
Mohammad Panahi,Reyhaneh Kalhor,Mohammad-Hossein Mokhtarian,Fatemeh Javaheri Tehrani,Zinat Shams,Hourieh Kalhor
出处
期刊:BioMed Research International [Hindawi Publishing Corporation]
卷期号:2026 (1): e9938078-e9938078
标识
DOI:10.1155/bmri/9938078
摘要

Pulmonary arterial hypertension (PAH) is a complex disease with multiple contributing factors. Epidemiological data showed that women are more susceptible to PAH, but they tend to have better right ventricular (RV) function and prognosis compared to men. The mechanisms behind these gender differences are not well understood. Using a variety of bioinformatic techniques, this study was aimed at investigating the major genes and putative pathways driving PAH in females. Consequently, microarray datasets GSE38267 and GSE131793 were obtained from the Gene Expression Omnibus (GEO) database. Differentially expressed genes (DEGs) in patients with PAH and healthy men and females were found via the use of volcano plots and Venn diagrams. Female-specific DEGs were selected for Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses, with results visualized via R and Cytoscape software. The protein-protein interactions (PPIs) of female-specific DEGs were analyzed using the NetworkAnalyst online tool. Among identified DEGs, 98 DEGs were specific to males, 145 were shared among sexes, and 741 were unique to females. To focus on DEGs that are specific to female, male and shared DEGs were excluded. GO enrichment analysis revealed that these DEGs in females were mostly involved in cell-matrix adhesion, mucosal innate immune response, and hydrogen peroxide catabolism. Significant KEGG pathways included fluid shear stress, atherosclerosis, arrhythmogenic RV cardiomyopathy, and ECM-receptor interaction. Bioinformatic analysis of microarray datasets led to the identification of 10 female-specific hub genes, SLC4A1, THBS1, ITGB3, IL7R, CCR7, SNCA, CTNNB1, SELP, GZMK, and ITGA2B, from DEGs between control and PAH samples in females. These hub genes that are specific to females have the potential to be significant in the pathogenesis of PAH in females. These hub genes may be promising candidates for improving our knowledge of sex-related processes in PAH; nevertheless, experimental confirmation is necessary before considering them as biomarkers or therapeutic targets.
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