The maximum diagnostic accuracy was obtained when CA-125 was combined with the IOTA ADNEX model for prediction of both benign and malignant tumors (91.0%), but for early invasive malignancy, the maximum diagnostic accuracy was for ADNEX model without CA-125 (91.0%). This evidence concerns the gene MUC16 and cancer.