In this retrospective analysis using prospectively collected multi-center large-scale OCEAN-LAAC registry data, we investigated the impact of higher baseline plasma BNP level on the occurrence of death or stroke/bleeding events in patients with non-valvular atrial fibrillation receiving LAAC. The gene discussed is NPPB; the disease is Stroke.