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. Here, FGF21 is linked to obesity due to melanocortin 4 receptor deficiency.