In addition to diabetes mellitus, KLF14 promoter methylation status showed a significant age-dependent association with various body shape indices and metabolic traits, and the associations with lipid profiles, HbA1c, and metabolic syndrome occurred predominantly in female participants. The gene discussed is KLF14; the disease is metabolic syndrome.