BTG2 antagonizes Pin1 in response to mitogens and telomere disruption during replicative senescence
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Cellular senescence limits the replicative capacity of normal cells and acts as an intrinsic barrier that protects against the development of cancer. Telomere shortening-induced replicative senescence is dependent on the ATM-p53-p21 pathway but additional genes likely contribute to senescence. Here, we show that the p53-responsive gene BTG2 plays an essential role in replicative senescence. Similar to p53 and p21 depletion, BTG2 depletion in human fibroblasts leads to an extension of cellular lifespan, and ectopic BTG2 induces senescence independently of p53. The anti-proliferative function of BTG2 during senescence involves its stabilization in response to telomere dysfunction followed by serum-dependent binding and relocalization of the cell cycle regulator prolyl isomerase Pin1. Pin1 inhibition leads to senescence in late-passage cells, and ectopic Pin1 expression rescues cells from BTG2-induced senescence. The neutralization of Pin1 by BTG2 provides a critical mechanism to maintain senescent arrest in the presence of mitogenic signals in normal primary fibroblasts.
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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 | 0.000 | 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) | 0.000 | 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 it