Recent findings represent an important and exciting step in applying the rapid advance of sequencing technologies to generate molecularly-driven approaches towards the detection of gynecologic malignancies. More work is needed to better define and validate where such an approach might add most meaningfully in the search for effective methods of ovarian and endometrial cancer detection and diagnosis.