Cluster C (n = 95) was a low-risk group with the lowest prevalence of HFpEF, highest percentage of females, no cardiac hypertrophy, no AS, lowest NT-proBNP, and milder CKD stages. The gene discussed is NPPB; the disease is cardiac hypertrophy.