ANGPTL8 and obesity due to melanocortin 4 receptor deficiency: Results of ROC analysis to evaluate the predictive performance of ANGPTL8 on obesity showed that ANGPTL8 has reasonable predictive power, with an area under curve (AUC) of 0.703 (95% CI 0.648 - 0.759) indicating acceptable accuracy in predicting obesity (Figure 4).