Calculation of ROC curves for 340 patients with total IgE < 1000 kU/L and 190 patients with total IgE > 1000 kU/L yielded over 99% AUC (area under curve) results within peanut allergy prediction. The gene discussed is IGHE; the disease is peanut allergic reaction.