To verify the association between the detected blood-based biomarkers including miR-223, tpd52, KLF9, and PKCε with ovarian cancer, ROC analysis was carried out and ROC curves were created as shown in Fig. 7. This evidence concerns the gene PRKCE and ovarian cancer.