Abstract 2751: Wnt/β-catenin regulates the expression of MGMT through TCF/LEF transcription: new strategy for DNA alkylators in cancer therapy.
Bibliographic record
Abstract
Abstract Background: O6-methylguanine-DNA methyltransferase (MGMT) is a DNA repair protein that protects DNA from the biological effects of alkylating agents. MGMT has been implicated in resistance to alkylating drugs such as temozolomide used in the clinic against brain tumors. Temozolomide has been shown to be ineffective in tumors expressing elevated levels of MGMT. Finding agents that induce MGMT deficiency and increase the susceptibility to alkylating chemotherapeutic agents is highly warranted. Methods: The correlation between Wnt activity and MGMT expression was investigated in primary medulloblastomas, gliomas and colon cancer using gene expression cohorts. Cell lines from medulloblastomas, gliomas, colon cancer and neuroblastomas were examined for Wnt/β-catenin activity and MGMT expression using immunoblotting and real-time RT-PCR. siRNA against β-catenin, forced overexpression of β-catenin, and MGMT promotor reporter plasmids were used to study β-catenin mediated regulation on MGMT. Cell cytotoxicity and clonogenicity of chemotherapeutic drugs in combination with celecoxib were examined in cell lines using fluorometric microculture cytotoxicity assay and clonogenic assay, respectively. In vivo, nude NMRI mice carrying xenografts were treated with celecoxib in combination with temozolomide. Results: Wnt signaling activity was shown to be correlated to increased MGMT expression levels both in primary tumors and cell lines. Transfection experiments revealed that β-catenin regulates MGMT expression. The clinically available COX-2 inhibitor celecoxib augmented the cytotoxic effect of temozolomide in cells with elevated MGMT expression through a reduction of Wnt/β-catenin activity and a subsequent reduction in MGMT expression. Conclusions: This study demonstrates that celecoxib reduces the transcription of the MGMT gene through a prostaglandin E2-Wnt/β-catenin route and thus increases the susceptibility to temozolomide. These finding are the first reported that Wnt/β-catenin pathway regulates the expression of MGMT and thus provides a rational approach for improved efficacy of temozolomide therapy in the treatment of medulloblastoma and other cancers. Citation Format: Malin Wickström, Ninib Baryawno, Cecilia Dyberg, Jelena Milosevic, Baldur Sveinbjörnsson, Paul A. Northcott, Michael Taylor, Marcel Kool, Per Kogner, John I. Johnsen. Wnt/β-catenin regulates the expression of MGMT through TCF/LEF transcription: new strategy for DNA alkylators in cancer therapy. [abstract]. In: Proceedings of the 104th Annual Meeting of the American Association for Cancer Research; 2013 Apr 6-10; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2013;73(8 Suppl):Abstract nr 2751. doi:10.1158/1538-7445.AM2013-2751
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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) | 0.001 | 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 | 0.001 |
| 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".