Out of the 5 genes identified as optimal predictors, 3 (ie, CDIPT, MRC2, and SUMO3) have been previously shown to be associated with T2D or obesity. The gene discussed is MRC2; the disease is obesity due to melanocortin 4 receptor deficiency.