5078 Background: Management of advanced ovarian carcinoma (AOC) involves surgery in order to achieve surgical cytoreduction followed by platinum (C) – paclitaxel (P) chemotherapy. A complete clinical remission is achieved in 40% to 50% of patients. Parameters such as age, extent of residual disease after surgery, and the histopathological subtypes are imperfect predictors of response. Angiogenesis plays a major role in ovarian carcinogenesis and progression. The aim of this study is to build a profile able to predict clinical response to multimodal first-line therapy. Methods: 61 patients with III/IV FIGO stage ovarian cancer who underwent surgical cytoreduction and received a C plus P regimen were included. RNAs were collected from formalin-fixed paraffin-embedded AOC samples. Expression levels of 82 angiogenesis related genes were measured using quantitative real time polymerase chain reaction. Clinical response was evaluated using CT after the completion of multimodal therapy. Statistical analysis was performed using a regression method to generate multiple models based on the significant genes. The accuracy of the models was evaluated using Receiver Operating Characteristic (ROC) curves. The Akaike Information Criterion based selection was used to find the most accurate one. Results: The median age at diagnosis was 53 years (range, 21 to 82 years). All patients had advanced disease (FIGO stages III/IV). Most of them had FIGO stage III (51, 83.6%), grade 3 tumors (35, 57.4%), and serous histology (42, 68.9%). 52 patients (85.2%) achieved an initial response (complete response or partial response by RECIST criteria) to this therapy. We found an independent model able to predict response to therapy comprising 8 genes with an Area Under the Curve (AUC) of 0.955 (p < 0.001). Leave-one-out cross validation was applied to avoid overfitting of the model, obtaining a corrected AUC of 0.880, 95%IC: 0,776-0,985. Conclusions: It is possible to generate a predictive model of clinical response for ovarian cancer based on angiogenesis related genes using formalin-fixed paraffin-embedded samples. Although these results are promising, they should be validated prospectively in larger series of ovarian cancer patients. No significant financial relationships to disclose.
Read full abstract