Abstract B70: Akt-activated endothelium constitute a niche for residual disease and resistance to bevacizumab in ovarian cancer
Bibliographic record
Abstract
Abstract Background. Ovarian cancer is the second leading cause of cancer-related death in women worldwide. Despite optimal cytoreduction and adequate adjuvant therapy, initial tumor response is often followed by relapse. Targeted therapies have been evaluated in ovarian cancer to overcome resistant disease. Among them anti-angiogenic therapies inhibit new blood vessel growth, induce endothelial cell apoptosis, and block the incorporation of haematopoietic and endothelial progenitor cells into new blood vessels. Despite in-vitro and in vivo successes anti-vascular therapy with bevacizumab targeting VEGF has limited efficacy in ovarian cancer. Anti-angiogenic treatment increases hypoxia, and might lead to tumor rebound and drug resistance. The precise molecular mechanisms underlying clinical resistance to anti-VEGF therapies are not well understood. Hypothesis. We hypothesized that abnormalities in the tumor endothelium may contribute to treatment resistance and produce and promote a residual microscopic disease and resistance to bevacizumab. Methods. We showed that Akt pathway is activated in vitro and in vivo in ovarian cancer endothelium. We used Akt-activated endothelial cells (EC) that replicate tumor endothelium biology, and their control, HUVEC to investigate the anti-angiogenic activity of bevacizumab by angiogenesis and migration assays. We conducted XTT assay to examine the effect of bevacizumab on proliferation of VEGF producing human ovarian cancer cell lines. Expression of FGF-2, phospho-AKT was assessed by western blotting and flow cytometry. Finally, using a feeder-free matrigel and spheroid models of ovarian cancer we examined the effect of bevacizumab on residual disease. Results. We demonstrated that ovarian cancer cells (OCC) activate the endothelium, which displays resistance to bevacizumab. Bevacizumab had no effect on the proliferation of Akt-activated EC, but significantly inhibited angiogenesis and delayed wound healing in HUVEC. We showed the existence of an autocrine loop based on FGF-2 secretion. We demonstrate the role of Akt-activated EC in supporting expansion and self-renewal of OCC in a residual disease context. Conclusion. Our data point out the role of an activated endothelium in the constitution of the residual disease and resistance to bevacizumab. Citation Format: Bella S. Guerrouahen, Jennifer Pasquier, Nadine Abu Kaoud, Marie-Claude Beauchamp, Pegah Ghiabi, Mahtab Maleki, Raphael Lis, Ahmed Saleh, Walter H. Gotlieb, Shahin Rafii, Arash Rafii. Akt-activated endothelium constitute a niche for residual disease and resistance to bevacizumab in ovarian cancer. [abstract]. In: Proceedings of the AACR Special Conference on Advances in Ovarian Cancer Research: From Concept to Clinic; Sep 18-21, 2013; Miami, FL. Philadelphia (PA): AACR; Clin Cancer Res 2013;19(19 Suppl):Abstract nr B70.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".