Airway smooth muscle tone curbs hyperresponsiveness in experimental asthma
Bibliographic record
Abstract
ABSTRACT Background & Objectives A sustained contraction of airway smooth muscle, hereinafter called tone, increases the response to methacholine in healthy mice and humans. However, the effect of tone in the context of an active inflammation remains to be investigated. The objective of the present study was to test the effect of tone on the in vivo response to methacholine in mice during an active inflammatory phase of experimental asthma. Methods Male BALB/c mice were exposed once-daily to either intranasal saline or house dust mite for 10 consecutive days to induce experimental asthma. They then underwent one of two methacholine challenges 24 h after the last exposure. While the same cumulative dose was administered in both challenges, one was preceded by a 20-min period of tone induced by nebulizing low doses of methacholine at 5-min intervals. Respiratory mechanics were monitored before and throughout the methacholine challenge by oscillometry. Bronchoalveolar lavages (BAL) and histology were also performed. Results BAL inflammation and histological alterations were consistent with experimental asthma. In accordance with previous studies, tone potentiated the response to methacholine in control mice, mainly by stiffening the lung periphery. The lung was even stiffer upon methacholine challenge during an active phase of inflammation in mice with experimental asthma, but this was not further potentiated by tone. In fact, in mice with experimental asthma, tone mitigated hyperresponsiveness by preventing further airway narrowing and, more importantly, small airway narrowing heterogeneity and closure. Conclusion During an active inflammatory phase of experimental asthma, tone protects against hyperresponsiveness. Take-home message The effect of airway smooth muscle tone on the methacholine response was investigated in mice with or without experimental asthma. While tone potentiated the methacholine response in control mice, it mitigated hyperresponsiveness in experimental asthma. These results unveiled a protective role of the airway smooth muscle in experimental asthma.
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| 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 | 0.002 |
| 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".