The findings from this study indicate that the association of the FTO rs9939609 Aallele with the MS was related in part to both the obesity component, but also the HDL and triglycerides component, suggesting that this genetic marker may have a broader relationship with individual components of this complex trait. Here, FTO is linked to obesity due to melanocortin 4 receptor deficiency.