Group 2 had higher rates of diabetes, hemodialysis, CKD, and severe aortic stenosis than Group 3. Log-transformed BNP was significantly higher, while hemoglobin and eGFR were significantly lower in Group 2 than in Group 3. This evidence concerns the gene NPPB and diabetes mellitus.