Abstract 3315: Breast cancer stem cell induction by COX-2 via EP4/PI3K-AKT/NOTCH-WNT axis: EP4 as therapeutic target
Bibliographic record
Abstract
Abstract Cancer stem-like cells (SLC) resist conventional therapies, necessitating searches for SLC-specific targets. We established that cyclo-oxygenase(COX)-2 expression promotes human breast cancer progression by activation of the prostaglandin(PG)E-2 receptor EP4. Present study revealed that COX-2 induces SLCs by EP4-mediated NOTCH and WNT up-regulation. EP4 antagonist (EP4A) treatment ablated SLCs both in vitro and in vivo. Ectopic COX-2 over-expression in MCF-7 and SKBR-3 human breast cancer cell lines (named MCF-7-COX-2 and SKBR-3-COX-2) resulted in aggressive phenotypes: increased migration/invasion/proliferation, EMT, elevated SLCs, evidenced by spheroid formation for successive generations, increased ALDH activity and co-expression of COX-2/SLC markers. These changes were reversed with COX-2 inhibitor or EP4A, indicating dependence on COX-2/EP4 activities. COX-2 overexpression or EP4 agonist treatment of COX-2 low cells caused up-regulation of NOTCH/WNT pathway genes, blocked with PI3K/AKT inhibitors. Supporting above findings, micro-array analysis showed up-regulation of numerous SLC-regulatory and EMT-associated genes in MCF-7-COX-2 cells. MCF-7-COX-2 cells showed increased orthotopic tumorigenicity and spontaneous multi-organ metastases in NOD/SCID/IL-2Rγ-deficient mice for successive generations with limiting cell inocula. Orthotopic tumors showed significant up-regulation of VEGF-A/C/D, Vimentin and phospho-AKT, down-regulation of E-Cadherin and enrichment of SLC marker positive and spheroid forming cells. MCF-7-COX-2 cells also showed increased lung colonization in NOD/SCID/GUSB-null mice, an effect reversed with EP4 knockdown or EP4A treatment. COX-2, EP4 and ALDH1A expression in situ in human breast cancer tissues were highly correlated with one other, more marked in progressive stage of disease. High COX-2/EP4 expression was linked with poor survival. Thus EP4 represents a novel SLC-ablative target in human breast cancer. (Supported by a grant of the OICR to PKL and a TBCRU fellowship to MM) Citation Format: Mousumi Majumder, Xiping Xin, Ling Liu, Elena Tutunea-Fatan, Mauricio Rodriguez-Torres, Krista Vincent, Andrew Deweyert, Lynne-Marie Postovit, David Hess, Peeyush K. Lala. Breast cancer stem cell induction by COX-2 via EP4/PI3K-AKT/NOTCH-WNT axis: EP4 as therapeutic target. [abstract]. In: Proceedings of the 107th Annual Meeting of the American Association for Cancer Research; 2016 Apr 16-20; New Orleans, LA. Philadelphia (PA): AACR; Cancer Res 2016;76(14 Suppl):Abstract nr 3315.
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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) | 0.004 | 0.001 |
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".