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

IF 2.9 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY
Mohammad Panahi, Reyhaneh Kalhor, Mohammad-Hossein Mokhtarian, Fatemeh Javaheri Tehrani, Zinat Shams, Hourieh Kalhor
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引用次数: 0

Abstract

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.

基于生物信息学方法鉴定肺动脉高压性别差异相关的关键基因和通路。
肺动脉高压(PAH)是一种由多种因素引起的复杂疾病。流行病学资料显示,女性更容易患PAH,但与男性相比,她们往往有更好的右心室功能和预后。这些性别差异背后的机制尚不清楚。利用多种生物信息学技术,本研究旨在调查女性PAH的主要基因和可能的途径。因此,从Gene Expression Omnibus (GEO)数据库中获得微阵列数据集GSE38267和GSE131793。通过火山图和维恩图发现PAH患者与健康男性和女性的差异表达基因(DEGs)。选择女性特异性deg进行基因本体(GO)和京都基因与基因组百科全书(KEGG)途径富集分析,并通过R和Cytoscape软件将结果可视化。使用NetworkAnalyst在线工具分析女性特异性deg的蛋白质-蛋白质相互作用(PPIs)。所鉴定的基因中,男性特有的基因98个,两性共有的基因145个,女性特有的基因741个。为了关注女性特异性基因,排除了男性和共享基因。氧化石墨烯富集分析显示,这些deg在雌性中主要参与细胞-基质粘附、粘膜先天免疫反应和过氧化氢分解代谢。重要的KEGG通路包括流体剪切应力、动脉粥样硬化、致心律失常性RV心肌病和ecm受体相互作用。通过对微阵列数据集的生物信息学分析,从女性对照和多环芳烃样本之间的deg中鉴定出10个女性特异性中枢基因,分别是SLC4A1、THBS1、ITGB3、IL7R、CCR7、SNCA、CTNNB1、SELP、GZMK和ITGA2B。这些女性特有的中枢基因可能在女性多环芳烃的发病机制中起重要作用。这些中心基因可能是有希望的候选人,以提高我们对多环芳烃性相关过程的认识;然而,在将它们视为生物标志物或治疗靶点之前,实验证实是必要的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
BioMed Research International
BioMed Research International BIOTECHNOLOGY & APPLIED MICROBIOLOGY-MEDICINE, RESEARCH & EXPERIMENTAL
CiteScore
6.70
自引率
0.00%
发文量
1942
审稿时长
19 weeks
期刊介绍: BioMed Research International is a peer-reviewed, Open Access journal that publishes original research articles, review articles, and clinical studies covering a wide range of subjects in life sciences and medicine. The journal is divided into 55 subject areas.
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