Sonic Hedgehog Induces Capillary Morphogenesis by Endothelial Cells through Phosphoinositide 3-Kinase
Bibliographic record
Abstract
Sonic hedgehog (Shh) acts as a morphogen in many cell types. Recent studies have shown that hedgehog signaling is involved in vascular development as well as postnatal angiogenesis. However, the direct action of Shh on cultured endothelial cells has not been clearly shown. To address this issue, we examined the effect of Shh on morphological changes by murine brain capillary endothelial cells (IBE cells) and human umbilical endothelial cells (HUVECs). Shh induced capillary morphogenesis by these cells. The effect was inhibited by cyclopamine or pertussis toxin. Shh-induced capillary morphogenesis was also blocked by LY294002, a phosphoinositide 3-kinase (PI3-kinase) inhibitor. Shh rapidly increased PI3-kinase activity in IBE cells and HUVECs; this activity was inhibited by cyclopamine. Nuclear localization of Gli1 was increased in Shh-treated IBE cells, which was not affected by LY294002. Actinomycin D and cycloheximide inhibited Shh-induced capillary morphogenesis. In IBE cells expressing kinase-inactive c-Fes, Shh failed to stimulate PI3-kinase activity and capillary morphogenesis. Considered collectively, Shh induced capillary morphogenesis of endothelial cells through both rapid activation of c-Fes/PI3-kinase pathways and transcriptionally regulated pathways.
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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".