Regarding the demographic characteristics, patients with structural heart disease (SHD, including coronary artery disease, dilated or hypertrophic cardiomyopathy, and valvular heart diseases), non-paroxysmal AF, and higher baseline BNP levels had an increased risk of AR. Here, NPPB is linked to Paroxysmal atrial fibrillation.