The rs9939609 obesity-risk allele of the FTO gene was reported to be associated with sucrose and protein preferences [175], high-fat and low fiber intakes [176], and carbohydrate and protein intakes [177]. The gene discussed is FTO; the disease is obesity due to melanocortin 4 receptor deficiency.