Under CKD conditions, USP38 is upregulated and maintains STRAP stability through targeted deubiquitination, ultimately exacerbating atrial fibrotic substrate, thereby markedly increasing AF susceptibility. The gene discussed is STRAP; the disease is chronic kidney disease.