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Record W4388626014 · doi:10.25251/skin.7.supp.236

Time to Onset of a Minimal Clinically Important Difference in DLQI with Guselkumab Treatment in VOYAGE 1

2023· article· en· W4388626014 on OpenAlexaff
Nastaran Abbarin, Kim Papp, Richard G. Langley, David N. Adam, Vincent Ho, Laura Park‐Wyllie, Megan Miller, Yin You, Ya‐Wen Yang, Melinda Gooderham

Bibliographic record

VenueSKIN The Journal of Cutaneous Medicine · 2023
Typearticle
Languageen
FieldImmunology and Microbiology
TopicPsoriasis: Treatment and Pathogenesis
Canadian institutionsUniversity of British ColumbiaUniversity of TorontoDalhousie UniversityProbity Medical Research
FundersJanssen Scientific Affairs
KeywordsDermatology Life Quality IndexMinimal clinically important differenceMedicineQuality of life (healthcare)AdalimumabPsoriasisPsoriasis Area and Severity IndexRandomized controlled trialInternal medicinePlaceboRandomizationPhysical therapySurgeryDermatologyDiseasePathology

Abstract

fetched live from OpenAlex

Introduction Psoriasis (PsO) is a chronic inflammatory disease of the skin. While skin clearance, as measured by the Psoriasis Area and Severity Index (PASI), is a clinical goal, PsO patients also suffer from reduced health-related quality of life (HRQoL). In the Phase 3 VOYAGE 1 trial, guselkumab (GUS) demonstrated improvements on patient reported outcomes compared with placebo (PBO) and adalimumab (ADA). Here we report an analysis of the estimated time to onset of the minimal clinically important difference (MCID) in HRQoL, as measured by the Dermatology Quality of Life Index (DLQI) and associated PASI response in GUS-treated patients from VOYAGE 1. Methods The VOYAGE 1 trial enrolled patients with moderate-to-severe PsO who were randomized to receive PBO, GUS, or ADA. The DLQI is a self-report measure for HRQoL ranging from 0 (no impact) to 30 (maximum impact) that assesses the effect of skin problems on 6 HRQoL domains. An accepted MCID in DLQI is 4, previously reported as the smallest difference in DLQI total score that patients’ rate as beneficial. DLQI score and PASI improvement (percent change from baseline) were analyzed at Weeks 0, 8, 16, and 24 for the subset of VOYAGE 1 patients with a baseline DLQI score >4. Earliest time to onset of MCID in mean DLQI and corresponding mean PASI improvement were estimated using linear interpolation for the GUS group between Weeks 0 and 8. Results Among patients randomized to GUS, n=279 (85%) had DLQI >4 at baseline. By first assessment at Week 8 (W8), we observed a reduction in the mean DLQI score from 15.6 (baseline) to 5.0 (W8) with median DLQI decreasing from 15.0 (baseline) to 3.0 (W8). The interpolated onset of MCID in DLQI occurred at 21.1 days (W3) following the initial GUS dose. In GUS-treated patients, the estimated mean PASI improvement corresponding to the onset of MCID in mean DLQI occurring at Week 3 was 29.2%. Conclusions These data indicate that the onset of clinically meaningful improvements in mean DLQI occur as early as after the first dose of GUS in patients with moderate-to-severe PsO.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.018

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0020.002
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0030.000

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.

Opus teacher head0.016
GPT teacher head0.268
Teacher spread0.252 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2023
Admission routes1
Has abstractyes

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