Wang Zuoxiang, Xia Qingyue, Su Wenxing, Cao Mingqiang, Sun Yunjuan, Zhang Mingyang, Chen Weixiang, Jiang Tingbo
Department of Cardiology, The First Affiliated Hospital of Soochow University, Suzhou, China.
Department of Medicine, Soochow University, Suzhou, China.
Front Cardiovasc Med. 2022 Feb 24;9:824756. doi: 10.3389/fcvm.2022.824756. eCollection 2022.
Cardiomyopathies are a heterogeneous group of heart diseases that can gradually cause severe heart failure. In particular, dilated cardiomyopathy (DCM) and hypertrophic cardiomyopathy (HCM) are the two main types of cardiomyopathies, yet the independent and communal biological mechanisms of both remain far from elucidated. Meanwhile, ferroptosis is a non-apoptotic form of cell death that has been proven to be associated with cardiomyopathies, but the concrete nature of the interaction remains unclear. Hence, this study explored the pathogenesis and ferroptosis mechanism of HCM and DCM a bioinformatics analysis.
Six datasets were downloaded from the Gene Expression Omnibus (GEO) database based on the study inclusion/exclusion criteria. After screening the differentially expressed genes (DEGs) and hub genes of HCM and DCM, subsequent analyses, including functional annotation, co-expression, validation, and transcription factors (TF)-mRNA-microRNA (miRNA) regulatory network construction, were performed. In addition, ferroptosis-related DEGs were also identified and verified in HCM and DCM.
We found 171 independent DEGs of HCM mainly enriched in the regulation of ERK1 and ERK2 cascade, while 171 independent DEGs of DCM were significantly involved in cell adhesion. Meanwhile, 32 communal DEGs (26 upregulated genes and 6 downregulated genes) and 3 hub genes [periostin (), insulin-like growth factor-binding protein-5 (), and fibromodulin ()] were determined to be shared between HCM and DCM and the functional annotation of these genes highlighted the important position of growth hormone in HCM and DCM. Moreover, we identified activating transcription factor 3 (), lysophosphatidylcholine acyltransferase 3 (), and solute carrier family 1 member 5 () as ferroptosis-related genes in HCM and as a ferroptosis-related gene in DCM.
The identified independent and communal DEGs contribute to uncover a potentially distinct and common mechanism of HCM and DCM and ferroptosis-related genes could provide us with a novel direction for exploration. In addition, 3 hub genes could be potential biomarkers or therapeutic targets in patients with cardiomyopathy.
心肌病是一组异质性心脏病,可逐渐导致严重心力衰竭。特别是,扩张型心肌病(DCM)和肥厚型心肌病(HCM)是心肌病的两种主要类型,但其独立和共同的生物学机制仍远未阐明。同时,铁死亡是一种非凋亡形式的细胞死亡,已被证明与心肌病有关,但相互作用的具体性质仍不清楚。因此,本研究通过生物信息学分析探索了HCM和DCM的发病机制及铁死亡机制。
根据研究纳入/排除标准,从基因表达综合数据库(GEO)下载了6个数据集。在筛选出HCM和DCM的差异表达基因(DEG)和核心基因后,进行了后续分析,包括功能注释、共表达、验证以及转录因子(TF)-mRNA-微小RNA(miRNA)调控网络构建。此外,还在HCM和DCM中鉴定并验证了与铁死亡相关的DEG。
我们发现HCM的171个独立DEG主要富集于ERK1和ERK2级联的调控,而DCM的171个独立DEG显著参与细胞黏附。同时,确定了32个共同的DEG(26个上调基因和6个下调基因)以及3个核心基因[骨膜蛋白()、胰岛素样生长因子结合蛋白5()和纤调蛋白()]在HCM和DCM之间共享,这些基因的功能注释突出了生长激素在HCM和DCM中的重要地位。此外,我们将激活转录因子3()、溶血磷脂酰胆碱酰基转移酶3()和溶质载体家族1成员5()鉴定为HCM中与铁死亡相关的基因,将 鉴定为DCM中与铁死亡相关的基因。
鉴定出的独立和共同的DEG有助于揭示HCM和DCM潜在的独特和共同机制,与铁死亡相关的基因可为我们提供新的探索方向。此外,3个核心基因可能是心肌病患者的潜在生物标志物或治疗靶点。