Zhuo Jian, Ding Ding, Fan Mengkang, Lu Weiwei, Lu Xiaochen, Yao Lihong, Sheng Hongzhuan
Department of Cardiology, Affiliated Hospital of Nantong University, Nantong, 226001, Jiangsu Province, China.
Medical School of Nantong University, Nantong, 226001, Jiangsu Province, China.
Sci Rep. 2025 Aug 6;15(1):28817. doi: 10.1038/s41598-025-14313-4.
Hypertrophic cardiomyopathy (HCM) is a common inherited cardiomyopathy, and the mechanisms by which oxidative stress contributes to HCM remain unclear. This study aimed to identify HCM-associated oxidative stress genes and evaluate their significance in HCM pathogenesis through bioinformatic analysis of public datasets. GSE36961 and GSE141910 were downloaded from the Gene expression Omnibus (GEO) database, and genes associated with oxidative stress were searched in the Gene Ontology (GO) database. After differential analysis, marker genes were obtained using LASSO and SVM-RFE algorithms. DAVID was used, along with the GSVA and GSEA packages to perform gene ontology, pathway function enrichment, and gene set enrichment analyses. CIBERSORT was used to analyze immune cell infiltration. Subsequently, validation of these genes was performed using the GSE141910 dataset. Finally, we validated gene expression and levels of oxidative stress in cellular models. In total, 33 OS-DEGs related to HCM were identified. These were closely related to apoptosis and immune response. Subsequently, seven marker genes from OS-DEGs were identified: JAK2, EDNRA, KCNA5, DNAJC15, CA3, PRKCD and KLF2. The functional enrichment analysis suggested that these markers may play corresponding roles in HCM by regulating oxidative stress, immune responses, cytokine interactions, and multiple other processes. In addition, according to CIBERSORT analysis, PRKCD and EDNRA may have an effect on the immune microenvironment of HCM patients. In vitro studies using neonatal rat cardiomyocytes showed increased ROS production and caspase activation, suggesting elevated oxidative stress and apoptosis in HCM. This study identified 7 oxidative stress-related genes in HCM, and deeply analyzed the function and regulation of the marker genes. At the same time, we also proposed that oxidative stress participate in HCM through apoptosis.
肥厚型心肌病(HCM)是一种常见的遗传性心肌病,氧化应激导致HCM的机制尚不清楚。本研究旨在通过对公共数据集进行生物信息学分析,鉴定与HCM相关的氧化应激基因,并评估其在HCM发病机制中的意义。从基因表达综合数据库(GEO)下载GSE36961和GSE141910,并在基因本体论(GO)数据库中搜索与氧化应激相关的基因。经过差异分析,使用LASSO和SVM-RFE算法获得标记基因。使用DAVID以及GSVA和GSEA软件包进行基因本体论、通路功能富集和基因集富集分析。使用CIBERSORT分析免疫细胞浸润。随后,使用GSE141910数据集对这些基因进行验证。最后,我们在细胞模型中验证了基因表达和氧化应激水平。总共鉴定出33个与HCM相关的氧化应激差异表达基因(OS-DEGs)。这些基因与细胞凋亡和免疫反应密切相关。随后,从OS-DEGs中鉴定出7个标记基因:JAK2、EDNRA、KCNA5、DNAJC15、CA3、PRKCD和KLF2。功能富集分析表明,这些标记物可能通过调节氧化应激、免疫反应、细胞因子相互作用和多个其他过程在HCM中发挥相应作用。此外,根据CIBERSORT分析,PRKCD和EDNRA可能对HCM患者的免疫微环境有影响。使用新生大鼠心肌细胞进行的体外研究显示活性氧生成增加和半胱天冬酶激活,表明HCM中氧化应激和细胞凋亡升高。本研究在HCM中鉴定出7个与氧化应激相关的基因,并深入分析了标记基因的功能和调控。同时,我们还提出氧化应激通过细胞凋亡参与HCM。