In brief, numerous risk factors, including coronary heart disease history, NT-proBNP levels, EF, waist circumference, BMI, and time to diagnosis of heart failure, were associated with increased galectin-3 levels in patients with heart failure with a reduced ejection fraction. This evidence concerns the gene NPPB and heart failure.