To the best of our knowledge, this is the first report investigating the mediated and interactive effects of age, sex, and obesity on the association of genetic and epigenetic KLF14 variations with body shape indices and metabolic traits. The gene discussed is KLF14; the disease is obesity due to melanocortin 4 receptor deficiency.