Angiopoietin 1 expression levels in the myocardium direct coronary vessel development
Bibliographic record
Abstract
Mutational studies in genetically engineered mice have shown that the angiopoietin/Tie2(Tek) signaling pathway is indispensable for vascular development. To further investigate the role of Angiopoietin 1 in heart development, we developed transgenic mice that express Angiopoietin 1 under control of doxycycline in cardiac myocytes. Ninety percent of all transgenic mice die between embryonic day 12.5 and 15.5. Beginning at embryonic day 12.5, transgenic mice exhibit dilated atria, a significant thinning of the myocardial wall, and eventual outflow tract collapse. In addition, hearts of the most severely affected transgenic embryos have no coronary arteries as a result of the defective development and maintenance of the epicardium. The subsequent lack of blood and nutrient delivery to the developing heart may account for decreases in N-cadherin expression and subsequent loss of cell-cell contact leading to cell death, and ultimately the collapse and hemorrhage of the heart. These results suggest a pivotal role for Angiopoietin 1 in cardiovascular development, specifically the development of the epicardium and coronary vasculature.
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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) | 0.002 | 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".