When applying an ROC curve to the preoperative PDR, the area under the curve indicates that it is not a good test to predict liver failure (AUC = 0.667); it has a good correlation with bilirubin (p = 0.003) but not with prothrombin time (p = 0.079). The gene discussed is F2; the disease is liver failure.