In contrast, the ROC curve for the multivariate model yielded a much better classification system (Figure 3) Thus, for patients with liver disease, but normal levels of AST and ALT, consideration of several easily determined demographic and clinical characteristics can be used to predict the presence of cancer-associated liver disease versus liver disease not associated with cancer. The gene discussed is GPT; the disease is liver disorder.