Among individuals diagnosed with heart failure and preserved ejection fraction (HFpEF), galectin-3 levels are positively linked to several factors, such as age, creatinine clearance, arterial stiffness, aldosterone, and B-type natriuretic peptide (BNP) levels. This evidence concerns the gene NPPB and heart failure.