Despite several studies showed association of FTO gene polymorphism with obesity in different populations mainly of European descent [12–16], this came in contrast with other studies in which the FTO polymorphisms do not associate with BMI or obesity risk in consistent manner as in many populations with different ethnicity [16–19]. This evidence concerns the gene FTO and obesity due to melanocortin 4 receptor deficiency.