Identified risk factors for acute heart failure were prolonged QTc interval, elevated BNP or NT-proBNP, elevated E/A ratio and E/e' ratio, left atrial dilatation, and aortic stenosis. The gene discussed is NPPB; the disease is aortic stenosis.