This indicates that the association of the FTO rs9939609 A allele with the MetS was related in part to both the obesity component, but also the HDL component, suggesting that this genetic marker may have a broader relationship with individual components of this complex trait. This evidence concerns the gene FTO and obesity due to melanocortin 4 receptor deficiency.