In summary, our findings demonstrate that USP38 enhances AF susceptibility in CKD by stabilizing STRAP and activating the TGF-β1/SMAD pathway, thereby inducing both atrial structural and electrical remodeling. The gene discussed is STRAP; the disease is atrial fibrillation.