The ROC curves of AFP, tumor diameter, preoperative CTC count and multiparameter combination were drawn (Fig. 3b), and the areas under the ROC curves (AUCs) of these variables were 0.636, 0.604, 0.856, and 0.900, respectively. The gene discussed is AFP; the disease is neoplasm.