Collectively, these findings support the role of distinct immune profiles—including T cell senescence, CD4/CD8 ratio imbalances, regulatory subsets, and proinflammatory cytokine signatures—as independent predictors of adverse outcomes in AF. This evidence concerns the gene CD4 and atrial fibrillation.