Abstract 2860: Loss of expression of the metastasis suppressor CREB3L1 is associated with high-grade metastatic breast cancer and poorer prognosis
Bibliographic record
Abstract
Abstract The unfolded protein response (UPR) is required for proper protein folding in the endoplasmic reticulum under conditions of stress such as those encountered in the tumor microenvironment. Recently, a number of studies have suggested a role for the unfolded protein response in the development of cancer, more specifically in regulating the balance between cell death, dormancy and the growth of cancer cells in the tumor microenvironment. This study examined the role of CREB3L1 (cAMP-responsive element-binding protein 3-like protein 1), a member of the UPR, in breast cancer development and metastasis. Initial experiments identified the loss of CREB3L1 expression in metastatic breast cancer cell lines compared to low- or non-metastatic cell lines. When metastatic cells were transfected with CREB3L1 they demonstrated reduced invasion and migration in vitro, as well as a significantly decreased ability to survive under non-adherent or hypoxic conditions. Interestingly, in an in vivo rat mammary tumor model, CREB3L1 expressing cells not only failed to form metastases compared to CREB3L1 null cells but regression of the primary tumors was seen in 70% of the animals as a result of impaired angiogenesis. Microarray and ChIP on Chip analyses identified changes in the expression of many genes involved in cancer development and metastasis, including a decrease in those involved in angiogenesis. To determine if these findings translated to human breast cancer, real-time PCR analysis of CREB3L1 expression in human breast cancer tissues of differing grade (n = 213) was performed. Expression of CREB3L1 was elevated in low and medium grade tissue but substantially reduced in high grade tissue, compared to normal. Analysis of the on-line TCGA database of breast cancer samples identified a strong inverse relationship between CREB3L1 gene methylation and the loss of CREB3L1 mRNA expression. Low expression of CREB3L1 was associated with a poorer prognosis with a shorter relapse-free survival for luminal A and triple negative breast cancer patients. These data suggest that CREB3L1 plays an important role in suppressing tumorgenesis and loss of expression is required for the development of a metastatic phenotype. In addition CREB3L1 expression may be a useful marker for determining patient prognosis. Citation Format: Paul Mellor, Alison Ward, Deborah Anderson. Loss of expression of the metastasis suppressor CREB3L1 is associated with high-grade metastatic breast cancer and poorer prognosis. [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 2860.
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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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 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".