Abstract 1401: MYC mediates retinoic acid resistance by suppressing cellular retinoic acid-binding protein (CRABP2) transcription in HER2-enriched breast cancers
Bibliographic record
Abstract
Abstract Introduction: HER2-positive (HER2+) breast cancers express high levels of the growth-promoting HER2 protein. The development of a targeted drug, trastuzumab, has greatly improved clinical outcome for HER2+ patients. However, intrinsic and acquired resistance to trastuzumab are common. Clearly, additional therapeutic interventions are required for the clinical management of HER2-enriched breast cancers. Retinoic acid (RA) is a vital signaling molecule that regulates multiple biological processes, including cell proliferation, differentiation, and death. RA has been successfully used in the treatment of acute promyelocytic leukemia. RA also holds promise for the treatment of solid cancers like breast cancer. RA action is mediated through transcription factor RARα and the RA binding protein CRABP2, which deliver RA to RARα in the nucleus. The HER2 gene (ERBB2) is frequently co-amplified with the gene encoding RARα, a key determinant of RA sensitivity. It seems surprising, therefore, that HER2+ breast cancers are refractory to RA treatment. MYC is an oncogene that inhibits RARα activity in leukemia cells. Importantly, MYC is preferentially amplified and overexpressed in HER2+ breast cancers. My research aims to elucidate the mechanism underlying RA resistance in HER2+ breast cancers, with a special focus on the role of MYC. Hypothesis: MYC attenuates RA action by inhibiting the CRABP2-RARα pathway. Results: RNA levels of MYC are negatively correlated with CRABP2 RNA levels. Depletion of MYC upregulates CRABP2 at both the RNA and protein levels. Furthermore, we found that MYC binds to the CRABP2 promoter region suggesting that MYC may directly suppress CRABP2 gene transcription activity. Our results show that ectopic expression of MYC inhibits, whereas depletion of MYC activates RAR activity. Consistently, ectopic expression of MYC increases RA resistance, whereas depletion of MYC sensitizes cells to RA treatment. When CRABP2 is depleted along with MYC-knockdown, cell proliferation is rescued, suggesting that MYC mediates RA resistance, at least partially through downregulation of CRABP2. We also found that RA treatment enhances trastuzumab responsiveness in HER2+ breast cancer cells. Significance: This study sheds light on the role and mechanism of MYC in governing RA resistance in HER2+ breast cancer cells. Our results support the use of RA and trastuzumab for the treatment of subsets of patients with HER2+/low MYC breast cancers. Citation Format: Won-Shik Choi, Rong-Zong Liu, Roseline Godbout. MYC mediates retinoic acid resistance by suppressing cellular retinoic acid-binding protein (CRABP2) transcription in HER2-enriched breast cancers [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 1401.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".