In conclusion, in a community-based sample of black adults, cluster identification revealed three phenotypes among patients with diabetes, indicating that despite similar clinical profiles, patients with a phenotype characterized by the highest LVMI, highest LV volumes, lowest LVEF, lowest E/A ratio, and elevated cardiac biomarkers (BNP and hsTnI) are at higher cardiovascular risk. Here, NPPB is linked to diabetes mellitus.