Marshall Institute for Interdisciplinary Research, Marshall University, Huntington, WV, United States of America.
Department of Biomedical Sciences, Marshall University Joan C. Edwards Medical School, Huntington, WV, United States of America.
PLoS One. 2022 Jul 28;17(7):e0272117. doi: 10.1371/journal.pone.0272117. eCollection 2022.
Dilated cardiomyopathy (DCM) is a major cause of cardiac death and heart transplantation. It has been known that black people have a higher incidence of heart failure and related diseases compared to white people. To identify the relationship between gene expression and cardiac function in DCM patients, we performed pathway analysis and weighted gene co-expression network analysis (WGCNA) using RNA-sequencing data (GSE141910) from the NCBI Gene Expression Omnibus (GEO) database and identified several gene modules that were significantly associated with the left ventricle ejection fraction (LVEF) and DCM phenotype. Genes included in these modules are enriched in three major categories of signaling pathways: fibrosis-related, small molecule transporting-related, and immune response-related. Through consensus analysis, we found that gene modules associated with LVEF in African Americans are almost identical as in Caucasians, suggesting that the two groups may have more common rather than disparate genetic regulations in the etiology of DCM. In addition to the identified modules, we found that the gene expression level of Na/K-ATPase, an important membrane ion transporter, has a strong correlation with the LVEF. These clinical results are consistent with our previous findings and suggest the clinical significance of Na/K-ATPase regulation in DCM.
扩张型心肌病 (DCM) 是心脏死亡和心脏移植的主要原因。已知与白人相比,黑人心力衰竭和相关疾病的发病率更高。为了确定 DCM 患者基因表达与心脏功能之间的关系,我们使用来自 NCBI Gene Expression Omnibus (GEO) 数据库的 RNA-seq 数据 (GSE141910) 进行了途径分析和加权基因共表达网络分析 (WGCNA),并鉴定了与左心室射血分数 (LVEF) 和 DCM 表型显著相关的几个基因模块。包含在这些模块中的基因富集在三个主要的信号通路类别中:纤维化相关、小分子转运相关和免疫反应相关。通过共识分析,我们发现与非洲裔美国人 LVEF 相关的基因模块与白种人几乎相同,这表明两组在 DCM 的病因中可能具有更多共同而非不同的遗传调控。除了鉴定出的模块外,我们还发现,Na/K-ATPase(一种重要的膜离子转运蛋白)的基因表达水平与 LVEF 具有很强的相关性。这些临床结果与我们之前的发现一致,表明 Na/K-ATPase 调节在 DCM 中的临床意义。