NPPB and atrial fibrillation: In patients at stages B, C, and D, the HOP discriminated stages B and C better than log (BNP) in elderly patients aged > 70 years (79.9% and 66.8% accuracy, respectively) and those with atrial fibrillation (78.2% and 69.8% accuracy, respectively) (Figure 1(d)).