We also find an AUC for RMI lower than the area of HE4, the ROMA algorithm or the CA125 and HE4 association (0.91, 0.92 and 0.92, respectively) which means that the RMI algorithm is not the best aid tool for the diagnosis of ovarian cancer. The gene discussed is MUC16; the disease is ovarian cancer.