Bibliographic record
Abstract
The BCA2 E3 ligase is expressed in a majority of invasive breast cancers. BCA2 has inherent autoubiquitination activity which contributes to cell migration and proliferation processes. Here, ten novel BCA2 binding proteins were found using yeast and bacterial screening. Two of which were human homolog of Rad23 variant A (hHR23a) and 14-3-3σ. In vivo and in vitro assays confirmed that both hHR23a and 14-3-3σ bound BCA2 and were co-expressed with BCA2 in breast cancer cells. Interaction of BCA2 with hHR23a and 14-3-3σ affect the autoubiquitination and auto-degradation activity of BCA2. Multi-ubiquitination of hHR23a-bound BCA2 was dramatically lower than that of free BCA2, this corresponded to increased BCA2 expression and half-life. Furthermore, phosphorylated BCA2 protein was stabilized by interaction with 14-3-3σ, via substrate inhibition of BCA2 autoubiquitination. High expression of BCA2 is correlated with grade in breast cancer and regulation of this E3 ligase’s activity may be important to cancer progression.
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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) | 0.001 | 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".