Higher BMI, elevated BNP, diabetesmellitus, chronic kidney disease and longer QTc interval were associated with anincreased risk of HF, whereas patients with higher diastolic blood pressure, higherserum chloride and history of arrhythmia-related interventions were significantlyless likely to develop HF. The gene discussed is NPPB; the disease is Arrhythmia.