p53 regulation of podosome formation and cellular invasion in vascular smooth muscle cells
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
The p53 transcription factor, discovered in 1979 ( 1;2) , is well known as a potent suppressor of tumor development by inhibiting cell cycle progression, and promoting senescence or apoptosis, when the genome is compromised or under oncogenic stress ( 3) . Accumulating evidence has pointed to an alternative role of p53 in the curtailment of tumor progression and colonization of secondary sites by negatively regulating tumor cell metastasis ( 4;5) . Recently, we have found that p53 suppresses Src-induced formation of podosomes and associated invasive phenotypes in fibroblasts and vascular smooth muscle cells (VSMC) ( 6;7) . In this review, I will focus on some recent studies that have identified p53 as a suppressor of cell migration and invasion in general, and VSMC podosome formation and ECM degradation in particular.
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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) | 0.001 | 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 | 0.001 | 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