The ROC curve results also demonstrate high diagnostic value of GZMB (AUC: 0.790), MSR1 (AUC: 0.959), and IL6R (AUC: 0.857) for obesity (Figure 6D). The gene discussed is MSR1; the disease is obesity due to melanocortin 4 receptor deficiency.