The two regression models both identified AJCC stage, tumor size, grade, surgical therapy and radiotherapy as independent predictive factors of OS and CSS in the non-chemotherapy group, and AJCC stage, tumor size, grade, surgical therapy as well as AFP in the chemotherapy group. The gene discussed is AFP; the disease is neoplasm.