Key result
Microarray analysis identifies 10 key hub genes linked to sex-specific pathogenesis in PAH.
Why the study?
Women are more susceptible to pulmonary arterial hypertension but have better RV function and prognosis than men, yet the mechanisms behind these gender differences remain poorly understood.
Bioinformatic integration of microarray datasets identified 10 key female-specific hub genes, offering potential mechanistic insights into sex-related differences in pulmonary arterial hypertension.
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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Panahi et al. (2026) studied Pulmonary Arterial Hypertension (n=84). Female sex vs. Male sex and healthy controls was evaluated on Female-specific differentially expressed genes (DEGs). Bioinformatic analysis of microarray datasets identified 58 female-specific differentially expressed genes and 10 hub genes that may drive the pathogenesis and sex-related differences in pulmonary arterial hypertension.
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