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. Here, KLF14 is linked to diabetes mellitus.