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