In the ROC curve analysis using insulin resistance as a categorized variable based on the TyG-WC index, the BMI z-score was the best single variable with the highest area under the ROC curve to identify children with insulin resistance from those with insulin sensitivity, followed by significant effects of plasma leptin and LAR. The gene discussed is LEP; the disease is Insulin resistance.