However, the current genetic models to predict obesity based on SNP associated with BMI loci deal with AUCROC between 0.546 (when FTO is the only gene considered) up to 0.575 (when considering 12 or 32 loci) [82]. Here, FTO is linked to obesity due to melanocortin 4 receptor deficiency.