Ethanol Extract from <i>Brucea Javanica</i> Seed Inhibits Angiogenesis Mediated by Platelet Derived Growth Factor Receptor-beta
Bibliographic record
Abstract
The present study aimed to investigate the effects of ethanol extract from Brucea javanicaseed (EEBJS) on the angiogenesis of human umbilical vein endothelial cells (HUVECs) and the possible molecular signal involved.Firstly, a Matrigel-based in vitro angiogenesis assay demonstrated that EEBJS inhibited the angiogenesis of HUVECs in a dose-dependent manner.Then by using porcine aortic endothelial cells which stably express human PDGFR-beta, we found that the inhibition of angiogenesis was mediated by PDGFR-beta.Taken together, we conclude that EEBJS inhibited the angiogenesis function of the vascular endothelial cells mediated by PDGFR-beta, and postulate that it might contribute to the therapeutic effects of EEBJS on malignant tumors.
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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".