The genes NPY and GABRA2 have been previously found associated with obesity and food intake, being involved in multiple central nervous system functions regulation [40-42], while TPMT has an important role in drug metabolism [43]. Here, GABRA2 is linked to obesity due to melanocortin 4 receptor deficiency.