Accordingly, this study with a new gene-nutrient approach, can provide a better perspective of dietary interventions and it is of interest that whether FADS2 gene polymorphism and dietary AGEs content might affect obesity-related risk-traits together which has not been assessed before. This evidence concerns the gene FADS2 and obesity due to melanocortin 4 receptor deficiency.