A number of large studies replicated and confirmed the association with obesity risk in European populations [66,67,68] and the FTO rs9939609 SNP is now recognized as one of the most important gene variants predisposing to obesity. This evidence concerns the gene FTO and obesity due to melanocortin 4 receptor deficiency.