Caspases from apoptotic myocytes degrade extracellular matrix: a novel remodeling paradigm
Bibliographic record
Abstract
Induction of smooth muscle cell apoptosis is critical to the reversal of severe structural remodeling in hypertensive pulmonary arteries during disease regression. This process involves coordinated resorption of pathologically deposited extracellular matrix, including elastin, and occurs in the presence of serine elastase and matrix metalloproteinase inhibitors. Here, we show that apoptotic smooth muscle cells exhibit extensive degradation of elastin coincident with cell surface immunolocalization and release of caspases. We further document that recombinant caspase-2, -3, and -7 are potently elastolytic. These enzymes are present in an active form on apoptotic cell surfaces and caspase inhibitors attenuate their elastolytic activity. Our results reveal a previously undescribed function for apoptotic cells and a novel paradigm whereby removal of cells is coordinated with degradation of excess extracellular matrix during remodeling in development and disease.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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".