Infusion of an antialpha4 integrin antibody is associated with less neoadventitial formation after balloon injury of porcine coronary arteries.
Bibliographic record
Abstract
BACKGROUND: The alpha4beta1 (or very late antigen-4 [VLA-4]) integrin is thought to play a role in inflammatory processes, mediating mononuclear leukocyte infiltration. The adventitial response to balloon injury is an important determinant of neointimal formation and arterial remodelling. OBJECTIVES: To determine whether the monoclonal antibody hHP1/2 directed against the human alpha4-integrin subunit decreases neoadventitial formation and subsequent luminal narrowing following balloon injury. DESIGN: Randomized, double-blind, placebo controlled study. SETTING: Tertiary care, Canadian university hospital vascular biology laboratory. ANIMALS AND METHODS: In 16 pigs, two coronary arteries were injured with an oversized balloon, while a third coronary artery was designated as an uninjured control vessel. One hour before balloon injury, 5 mg/kg of hHP1/2 was administered to eight animals, while another eight animals received an infusion of a saline placebo. Animals were killed three and 14 days following balloon injury. MAIN RESULTS: Administration of hHP1/2 resulted in an immediate decrease in circulating monocyte and lymphocyte counts. These parameters returned to normal within three days. There was a decrease in neoadventitial formation 14 days after arterial injury in pigs treated with hHP1/2 compared with controls (2.26+/-0.77 versus 3.42+/-1.01 mm, respectively, P=0.04). There was a loss of lumen area between days 3 (4.33+/-1.09 mm2) and 14 (3.09+/-0.38 mm2, P=0.02) after balloon injury in pigs treated with saline, but not in the pigs treated with hHP1/2. CONCLUSIONS: Administration of an antibody to the alpha4-integrin subunit is associated with less neoadventitial formation and less lumenal narrowing after balloon injury. This novel therapy may play an important role in modulating arterial remodelling and thereby may reduce restenosis following percutaneous coronary interventions in humans.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| 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".