Department of Cardiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Hubei Key Laboratory of Biological Targeted Therapy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Front Immunol. 2023 Jan 17;14:1049351. doi: 10.3389/fimmu.2023.1049351. eCollection 2023.
Atrial fibrillation (AF) is a serious complication of dilated cardiomyopathy (DCM), which increases the risk of thromboembolic events and sudden death in DCM patients. However, the common mechanism of DCM combined with AF remains unclear. This study aims to explore the molecular mechanism and analyze immune infiltration in DCM complicated with AF through comprehensive bioinformatics analysis.
The gene expression datasets of DCM (GSE141910) and AF (GSE41177 and GSE79768) were obtained from the Gene Expression Omnibus database. Gene enrichment analyses were performed after screening the common differentially expressed genes (DEGs) of DCM and AF. Protein-protein interaction network was constructed in the STRING database and visualized in Cytoscape software, which helped to further screen the central functional modules of DEGs and hub genes. In addition, ImmuCellAI algorithm was performed to estimate immune infiltration patterns, and Spearman correlation was conducted to investigate the correlation between the abundance of multiple immune cells and the expression levels of hub immune-related genes after obtaining hub immune-related genes from the ImmPort database. The hub immune-related genes expression and immune infiltration patterns were additionally verified in the validation datasets (GSE57338, GSE115574, and GSE31821). The diagnostic effectiveness of hub immune-related genes was evaluated through Receiver Operator Characteristic Curve analysis.
A total of 184 common DEGs in DCM and AF were identified for subsequent analyses. The functions of hub genes were significantly associated with immune responses. We identified 7 hub immune-related genes (, , , , , , and ) and a spectrum of immune cell subsets including Monocyte, Neutrophil, and follicular helper T (Tfh) cells were found to be concurrently dysregulated in both DCM and AF. 7 hub immune-related genes were predominantly favorably correlated with Tfh cells and were primarily negatively correlated with Neutrophil infiltrations in DCM and AF. + were verified to diagnose DCM and AF with excellent sensitivity and specificity, showing favorable diagnostic value.
Our study reveals that immune cells (Tfh cells) disorders caused by hub immune-related genes ( and ) may be the common pathogenesis of DCM combined with AF, which lays a foundation for further immune mechanism research.
心房颤动(AF)是扩张型心肌病(DCM)的严重并发症,增加了 DCM 患者发生血栓栓塞事件和猝死的风险。然而,DCM 合并 AF 的常见机制尚不清楚。本研究旨在通过综合生物信息学分析,探讨 DCM 合并 AF 的分子机制和分析免疫浸润。
从基因表达综合数据库(GEO)中获取 DCM(GSE141910)和 AF(GSE41177 和 GSE79768)的基因表达数据集。筛选 DCM 和 AF 的共同差异表达基因(DEGs)后进行基因富集分析。在 STRING 数据库中构建蛋白质-蛋白质相互作用网络,并在 Cytoscape 软件中可视化,以进一步筛选 DEGs 的核心功能模块和枢纽基因。此外,使用 ImmuCellAI 算法估计免疫浸润模式,并在从 ImmPort 数据库获得枢纽免疫相关基因后,使用 Spearman 相关性分析来研究多种免疫细胞的丰度与枢纽免疫相关基因表达水平之间的相关性。从验证数据集(GSE57338、GSE115574 和 GSE31821)中进一步验证枢纽免疫相关基因的表达和免疫浸润模式。通过接受者操作特征曲线(ROC)分析评估枢纽免疫相关基因的诊断效果。
确定了 DCM 和 AF 中 184 个共同的 DEGs 进行后续分析。枢纽基因的功能与免疫反应显著相关。我们确定了 7 个枢纽免疫相关基因(、、、、、和)和一系列免疫细胞亚群,包括单核细胞、中性粒细胞和滤泡辅助 T(Tfh)细胞,在 DCM 和 AF 中均失调。7 个枢纽免疫相关基因在 DCM 和 AF 中与 Tfh 细胞呈正相关,与中性粒细胞浸润呈负相关。+在诊断 DCM 和 AF 时具有优异的灵敏度和特异性,显示出良好的诊断价值。
本研究表明,枢纽免疫相关基因(和)引起的免疫细胞(Tfh 细胞)紊乱可能是 DCM 合并 AF 的共同发病机制,为进一步的免疫机制研究奠定了基础。