In subgroup analysis, the association between KLF14 variants and body shape indices occurred only in obese women, showing the critical role of both sex and obesity in associations between KLF14 variants and body shape indices. Here, KLF14 is linked to obesity due to melanocortin 4 receptor deficiency.