Here we found that that higher NT-proBNP levels were associated with older age (P <0.0001) and impaired renal function (P = 0.013), whilst lower NT-proBNP levels were associated with diabetes mellitus (P = 0.040). This evidence concerns the gene NPPB and diabetes mellitus.