Integration analysis using bioinformatics and experimental validation on cellular signalling for sex differences of hypertrophic cardiomyopathy

Hongyu Kuang, Yanping Xu, Guangliang Liu, Yuhao Wu, Zhiyan Gong, Yuehui Yin
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Abstract

There is a paucity of research examining the molecular mechanisms underlying sex differences of clinical phenotypes and the prognosis in hypertrophic cardiomyopathy (HCM). The dataset GSE36961 was retrieved from Gene Expression Omnibus (GEO) database and comprehensive bioinformatics was employed to identify the core genes linked to sex differences in HCM patients. Additionally, gene set enrichment analysis (GSEA) was conducted to detect downstream signalling pathways. Furthermore, experimental validation was carried out using hearts from spontaneously hypertensive rats (SHRs). A comprehensive analysis revealed the identification of 208 differentially expressed genes (DEGs) in female patients with HCM with a notable downregulation of seven core genes. Notably, there were sex differences in the expression of ras dexamethasone-induced protein 1 (RASD1) and myosin 6 (MYH6) in HCM. Gene ontology (GO) analysis and GSEA demonstrated an enrichment of autophagy-related processes in disease progression in HCM females. Specifically, spearman's correlation analysis revealed a positive correlation between nicotinamide phosphoribosyl transferase (NAMPT) and RASD1 levels, particularly among female patients (R = 0.569, p < 0.001). Additionally, animal models confirmed that cardiac hypertrophy was more pronounced in SHR females compared to males. SHR females exhibited lower mRNA and protein expressions of RASD1 and NAMPT, which were associated with impaired autophagy. In this study, bioinformatics and validation using external data sets and animal models of left ventricular hypertrophy suggested that the RASD1/NAMPT axis is potentially a crucial mechanism underlying the elevated risk of cardiovascular disorders in HCM females, also pointing potentially prognostic biomarkers.

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利用生物信息学对肥厚型心肌病性别差异的细胞信号进行整合分析和实验验证。
有关肥厚型心肌病(HCM)临床表型和预后的性别差异的分子机制的研究还很少。我们从基因表达总库(Gene Expression Omnibus,GEO)数据库中检索了数据集 GSE36961,并采用综合生物信息学方法确定了与 HCM 患者性别差异相关的核心基因。此外,还进行了基因组富集分析(GSEA),以检测下游信号通路。此外,还利用自发性高血压大鼠(SHR)的心脏进行了实验验证。综合分析表明,在女性 HCM 患者中发现了 208 个差异表达基因(DEGs),其中 7 个核心基因明显下调。值得注意的是,ras地塞米松诱导蛋白1(RASD1)和肌球蛋白6(MYH6)在HCM中的表达存在性别差异。基因本体(GO)分析和GSEA显示,自噬相关过程在HCM女性的疾病进展中富集。具体而言,矛曼相关分析显示烟酰胺磷酸核糖转移酶(NAMPT)和 RASD1 水平之间存在正相关,尤其是在女性患者中(R = 0.569,p
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期刊介绍: The Journal of Cellular and Molecular Medicine serves as a bridge between physiology and cellular medicine, as well as molecular biology and molecular therapeutics. With a 20-year history, the journal adopts an interdisciplinary approach to showcase innovative discoveries. It publishes research aimed at advancing the collective understanding of the cellular and molecular mechanisms underlying diseases. The journal emphasizes translational studies that translate this knowledge into therapeutic strategies. Being fully open access, the journal is accessible to all readers.
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