Taken together we found evidence that rs9939609 in the FTO and rs6536991 in the UCP-1 gene increased the risk of obesity but not obesity related phenotypes in the Brazilian population studied. Here, UCP1 is linked to obesity due to melanocortin 4 receptor deficiency.