Furthermore, log 25(OH)D predicted HFrEF, maintaining its significance when corrected for age, NT-proBNP tertiles, GGT tertiles, the presence of hypertension, CCS, anemia, and hypothyroidism (p = 0.036) (Model D). The gene discussed is NPPB; the disease is anemia (phenotype).