Liu Jingmeng, Zhou Taojie, Bao Yangyang, Lin Changjian, Chen Qiujing, Dai Yang, Zhang Ning, Pan Wenqi, Jin Qi, Lu Lin, Zhao Qiang, Ling Tianyou, Wu Liqun
Department of Cardiovascular Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China.
Institute of Cardiovascular Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China.
Heliyon. 2024 Sep 4;10(19):e37366. doi: 10.1016/j.heliyon.2024.e37366. eCollection 2024 Oct 15.
Cellular senescence is pivotal in the occurrence and progression of atrial fibrillation (AF). This study aimed to identify senescence-related genes that could be potential therapeutic biomarkers for AF.
AF-related differentially expressed genes (DEGs) were identified using the Gene Expression Omnibus dataset. Weighted gene co-expression network analysis (WGCNA) was used to analyze important modules and potential hub genes. Integrating senescence-related genes, potential biomarkers were identified. Their differential expression levels were then validated in human atrial tissue, HL-1 cells, and Angiotensin II-infused mice. Finally, molecular docking analysis was conducted to predict potential interactions between potential biomarkers and the senolytic drug Navitoclax.
We identified seven genes common to AF-related DEGs and senescence-related genes. Three significant modules were selected from WGCNA analysis. Taken together, three senescence-related genes (ETS1, SP1, and WT1) were found to be significantly associated with AF. Protein-protein interaction network analysis revealed biological connections among the predicted target genes of ETS1, SP1, and WT1. Notably, ETS1, SP1, and WT1 exhibited significant differential expression in clinical samples as well as and models. Molecular docking revealed favorable binding affinity between senolytic Navitoclax and these potential biomarkers.
This study highlights ETS1, SP1, and WT1 as crucial senescence-related genes associated with AF, offering potential therapeutic targets, with supportive evidence of binding affinity with senolytic Navitoclax. These findings provide novel insights into AF pathogenesis from a senescence perspective.
细胞衰老在心房颤动(AF)的发生和发展中起关键作用。本研究旨在鉴定可能成为AF潜在治疗生物标志物的衰老相关基因。
使用基因表达综合数据库鉴定与AF相关的差异表达基因(DEG)。采用加权基因共表达网络分析(WGCNA)来分析重要模块和潜在的枢纽基因。整合衰老相关基因,鉴定潜在的生物标志物。然后在人心房组织、HL-1细胞和输注血管紧张素II的小鼠中验证它们的差异表达水平。最后,进行分子对接分析以预测潜在生物标志物与衰老溶解药物Navitoclax之间的潜在相互作用。
我们鉴定出7个与AF相关的DEG和衰老相关基因共有的基因。从WGCNA分析中选择了3个显著模块。综合来看,发现3个衰老相关基因(ETS1、SP1和WT1)与AF显著相关。蛋白质-蛋白质相互作用网络分析揭示了ETS1、SP1和WT1预测靶基因之间的生物学联系。值得注意的是,ETS1、SP1和WT1在临床样本以及细胞和动物模型中表现出显著的差异表达。分子对接显示衰老溶解药物Navitoclax与这些潜在生物标志物之间具有良好的结合亲和力。
本研究强调ETS1、SP1和WT1是与AF相关的关键衰老相关基因,提供了潜在的治疗靶点,并具有与衰老溶解药物Navitoclax结合亲和力的支持证据。这些发现从衰老角度为AF发病机制提供了新的见解。