Mepolizumab to Prevent Exacerbations of COPD with an Eosinophilic Phenotype
Bibliographic record
Abstract
BACKGROUND: Mepolizumab is a humanized monoclonal antibody that targets interleukin-5, a cytokine that plays a central role in eosinophilic inflammation, which is present in 20 to 40% of patients with chronic obstructive pulmonary disease (COPD). METHODS: In a phase 3, double-blind, randomized, placebo-controlled trial, patients with COPD, a history of exacerbations, and a blood eosinophil count of at least 300 cells per microliter who were receiving triple inhaled therapy were assigned, in a 1:1 ratio, to receive mepolizumab (at a dose of 100 mg) or placebo subcutaneously every 4 weeks for 52 to 104 weeks. The primary end point was the annualized rate of moderate or severe exacerbations. Secondary end points, tested hierarchically to control for multiplicity, were moderate or severe exacerbation as assessed in a time-to-first-event analysis, measures of health-related quality of life and symptoms, and the annualized rate of exacerbations leading to an emergency department visit, hospitalization, or both. RESULTS: Of the 804 patients who underwent randomization, 403 were assigned to receive mepolizumab and 401 to receive placebo. The annualized rate of moderate or severe exacerbations was significantly lower with mepolizumab than with placebo (0.80 vs. 1.01 events per year; rate ratio, 0.79; 95% confidence interval [CI], 0.66 to 0.94; P = 0.01). The time to the first moderate or severe exacerbation was longer with mepolizumab than with placebo (Kaplan-Meier median time to the first moderate or severe exacerbation, 419 vs. 321 days; hazard ratio, 0.77; 95% CI, 0.64 to 0.93; P = 0.009). Between-group differences in measures of health-related quality of life and symptoms were not significant; thus, no statistical inferences regarding subsequent secondary end points in the statistical testing hierarchy were made. The incidence of adverse events was similar in the mepolizumab and placebo groups. CONCLUSIONS: Treatment with mepolizumab led to a lower annualized rate of moderate or severe exacerbations when added to background triple inhaled therapy among patients with COPD and an eosinophilic phenotype. (Funded by GSK; MATINEE ClinicalTrials.gov number, NCT04133909.).
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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 | 0.001 | 0.000 |
| 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) | 0.001 | 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 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".