We selected the best features through a statistical test based on F-test univariate analysis, and the features were ranked for importance as follows, IOMRI, tumour size, first operation, preoperative ACTH, disease duration, combined LH, BMI, age, P24hUFC, gender, PMS-C. The gene discussed is PLOD1; the disease is neoplasm.