Relationship between exercise endurance and static hyperinflation in a post hoc analysis of two clinical trials in patients with COPD
Bibliographic record
Abstract
Background: Lung hyperinflation and exercise intolerance are hallmarks of chronic obstructive pulmonary disease (COPD). However, their relationship remains uncertain. A combined analysis of two placebo-controlled, randomized studies examined the effects of the long-acting muscarinic antagonist umeclidinium (Umec) and long-acting β 2 -agonist vilanterol (Vi) separately and in combination on static hyperinflation, exercise endurance time (EET), and their relationship in patients with COPD. Methods: Patients with moderate-to-severe stable COPD and resting functional residual capacity >120% predicted were randomized to Umec/Vi 62.5/25 µg, Umec 62.5 µg, Vi 25 µg, or placebo for 12 weeks. Inspiratory capacity (IC), residual volume (RV), total lung capacity (TLC), and EET in an endurance shuttle-walk test were measured. In this post hoc analysis, IC/TLC, RV/TLC, and IC were used as hyperinflation markers. Results: After 12 weeks, Umec/Vi and Umec and Vi showed significant improvements in hyperinflation versus placebo when measured by absolute change from baseline in IC/TLC (trough and 3 hours postdose [ P ≤0.011]). Umec/Vi showed significant improvements versus Umec and Vi in absolute changes in IC/TLC (trough and 3 hours postdose [ P ≤0.001]). Statistical significance for comparisons with placebo and between treatments for absolute changes in IC and percentage changes in RV/TLC followed similar patterns to those for absolute changes in IC/TLC. Umec/Vi showed significant improvements in EET versus placebo at day 2 and week 12, measured as change from baseline in seconds ( P ≤0.002) and as a percentage from baseline ( P ≤0.005). There was a lack of evidence to suggest a correlation between improvements in static hyperinflation and EET at any time point. Conclusion: Although the dual bronchodilator Umec/Vi demonstrated greater improvements in static hyperinflation markers than Umec or Vi and significant improvements in exercise endurance, no direct relationship was observed between static hyperinflation and exercise endurance. Keywords: bronchodilators, COPD, exercise, hyperinflation
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| 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) | 0.000 | 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 teacher head, 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".