Additionally, p53 enhances atrial inflammation, damaging cardiomyocytes and further driving atrial remodeling to form a vicious cycle in AF (Rennison et al., 2021), aligning with its association with immune-related pathways in our GSEA. This evidence concerns the gene TP53 and atrial fibrillation.