Therefore, the aim of this study is to shed light on the effects of two genes, previously reported to be associated with obesity (FTO and FGF21) (15–17, 27, 28), on dietary patterns. This evidence concerns the gene FTO and obesity due to melanocortin 4 receptor deficiency.