When the multivariate generalized linear model was used, the PROX1 CC genotype was associated with VAT/SAT ratio [OR 1.5 (1.01–2.3), p = 0.041] adjusted for age, gender, BMI, fasting insulin, diet and/or treatment of obesity. Here, INS is linked to obesity due to melanocortin 4 receptor deficiency.