The highest C-statistic was found for a model including CHARGE-AF risk score, elevated NT-proBNP, and frequent SVEs: 0.751 (95% CI 0.702–0.799); this was significantly higher than CHARGE-AF score alone (P = 0.015; Table 4). Here, NPPB is linked to atrial fibrillation.