Therefore, although both the urolithin metabotypes and rs9939609 SNP-FTO could partially contribute to the overweight-obesity distribution as independent predictor variables in this cohort of children and adolescents; however, all the possible SNP-SNP interactions together with the rest of variables had not been taken into account. The gene discussed is FTO; the disease is obesity due to melanocortin 4 receptor deficiency.