Performance of a biomarker panel to identify malignancy within a pelvic mass population

5566 Background: We previously reported the performance of biomarker combinations that displayed utility in identifying ovarian cancer from normal sera and in monitoring for disease recurrence. In this study, we evaluated the performance of a subset of these markers in differentiating ovarian cancer from benign pelvic mass. Methods: Pre-operative serum samples were prospectively collected from 254 patients undergoing surgical evaluation for differential diagnosis of a pelvic mass. Pathology showed 76 cases of epithelial ovarian carcinoma (EOC), 17 borderline tumors, 11 other gynecologic cancers, and 150 benign masses. 18 (23.7%) of the EOC patients had stage I tumors; 6 (7.9%) stage II; 44 (57.9%) stage III; and 8 (10.5%) stage IV. Serum levels of CA125, HE4, glycodelin, SLPI, MMP7, and Plau-R were ascertained. Biomarker performance was evaluated by a logistic regression model and leave one out cross-validation analysis. All calculations compared the benign vs. EOC and borderline tumor populations. Result...