686 - Impact of dupilumab treatment on seasonal disease severity in adults with moderate-to-severe atopic dermatitis
Bibliographic record
Abstract
Abstract Introduction/Background Seasonal trends in atopic dermatitis (AD)-related healthcare visits vary by geographical location and climate. Changes in temperature, moisture, and allergens contribute to disease fluctuation activities throughout the year. The global, placebo-controlled, 1-year LIBERTY AD CHRONOS study (NCT02260986) offers the opportunity to evaluate AD seasonality and the impact of dupilumab on moderate-to-severe AD in adults regardless of season. Objectives To identify seasonal trends in patient-reported AD severity and frequency of symptoms, and to report the effect of dupilumab treatment in adults with moderate-to-severe AD across seasons. Methods CHRONOS was a randomized, double-blind, phase 3 trial of adults with moderate-to-severe AD.1 Patients were treated with dupilumab 300 mg every week (qw), every two weeks (q2w), or placebo qw, all with concomitant topical corticosteroids (TCS). In this post hoc analysis, the proportion of patients per severity category of Patient-Oriented Eczema Measure (POEM) score (range 0–28) by month was compared between patients receiving dupilumab 300 mg q2w + TCS (n = 79) or placebo qw + TCS (n = 234) for 1 year across 10 countries in the Northern Hemisphere. Improvement in AD was determined as an increase in proportion of patients with mild and clear POEM scores (≤7). Meteorological seasons were defined as winter (December 1 – February 28/29), spring (March 1 – May 31), summer (June 1 – August 31), and fall (September 1 – November 30). Sensitivity analyses confirmed that season of enrollment was balanced across treatment arms and disease seasonality was independent of treatment length. P values are based on Chi-Square tests or Monte Carlo simulations of the Exact Test, based on sample size. All P values are nominal, and no adjustments have been made for multiple testing. Data are presented as observed. Results The proportion of patients in both treatment arms with mild and clear POEM scores (≤7) was lowest in spring months (March: 13% vs 24%; April: 10% vs 23%; May: 20% vs 44%; placebo vs dupilumab). The proportion of patients with mild and clear POEM scores was increased through summer (June: 21% vs 54%; July: 24% vs 58%; August: 29% vs 53%; placebo vs dupilumab) and fall (September: 27% vs 62%; October: 23% vs 58%; November: 21% vs 63%; placebo vs dupilumab), before beginning to decline in winter (December: 21% vs 56%; January: 16% vs 46%; February: 15% vs 41%; placebo vs dupilumab). Overall, POEM scores indicated significantly better outcomes for patients receiving dupilumab treatment vs placebo throughout the year (overall P < 0.01 for all 12 months). Conclusions Across the Northern Hemisphere, patient-reported disease severity in adults with moderate-to-severe AD was greatest in the spring months. Adults with moderate-to-severe AD receiving dupilumab treatment reported improvement in frequency of disease symptoms across all seasons compared to patients receiving placebo treatment.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| 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) | 0.003 | 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".