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S856 Efficacy of Upadacitinib Induction Therapy in Patients With Moderately to Severely Active Ulcerative Colitis by Biologic Inadequate Responder Status: Results From Two Randomized Phase 3 Studies

2021· article· en· W3210269937 on OpenAlexaff
Séverine Vermeire, Satoshi Tanida, Renwei Hu, Remo Panaccione, Xavier Hébuterne, David T. Rubin, Dapo Ilo, Wen Zhou, Michael Weinreich, Qing Zhou, Silvio Danese

Bibliographic record

VenueThe American Journal of Gastroenterology · 2021
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicInflammatory Bowel Disease
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsMedicineInternal medicineUlcerative colitisClinical endpointPlaceboGastroenterologyRandomizationClinical trialRandomized controlled trialPhases of clinical researchSurgeryDisease

Abstract

fetched live from OpenAlex

Introduction: Upadacitinib (UPA), an oral JAK inhibitor, showed significantly greater efficacy vs placebo (PBO) in induction treatment of patients (pts) with moderately-to-severely active ulcerative colitis (UC) in two phase 3 induction trials, U-ACHIEVE and U-ACCOMPLISH. We evaluated efficacy of UPA in pts who had an inadequate response (IR), loss of response, or intolerance to biologic therapies (Bio-IR) or were non-Bio-IR. Methods: U-ACHIEVE and U-ACCOMPLISH, multicentre, double-blind, placebo (PBO)-controlled trials, randomized pts with moderately to severely active UC to UPA 45 mg QD or PBO for 8 weeks (wks). Randomization was stratified by status of previous biologic failure, ie an inadequate response (IR), loss of response, or intolerance to biologic therapies (Bio-IR or bio-failure) vs non-Bio-IR (non-bio-IR or non-bio-failure), baseline corticosteroid use (yes or no), and baseline adapted Mayo score (≤7 or >7). Efficacy endpoints included primary endpoint of clinical remission (adapted Mayo score) at Wk 8 and ranked secondary endpoints of clinical response (partial adapted Mayo score at Wk 2 and adapted Mayo score at Wk 8), endoscopic improvement (Mayo endoscopic subscore 0 or 1), endoscopic remission (Mayo endoscopic subscore 0) and histologic-endoscopic mucosal improvement at Wk 8 (HEMI; endoscopic subscore ≤1 and Geboes score ≤3.1). Results using non-responder imputation incorporating multiple imputation for missing data due to COVID-19 are reported. Results: In both studies, approximately half the pts were Bio-IR (Table 1). In both Bio-IR and non-Bio-IR pts, significantly higher proportion of pts receiving UPA achieved primary endpoint of clinical remission versus PBO; the magnitude of clinical remission at Wk 8 was greater in non-Bio-IR pts (UPA, 35% vs PBO, 9%; treatment difference [95% CI]: 26.0% [16.0, 36.1]) versus Bio-IR (UPA, 18% vs PBO, 0%; 17.5% [11.4, 23.6]) in U-ACHIEVE and non-Bio-IR (UPA, 38% vs PBO, 6%; 31.6% [22.8, 40.5]) versus Bio-IR (UPA, 30% vs PBO, 2%; 27.1% [19.6, 34.7]; Table 1) in U-ACCOMPLISH. Results were generally similar for ranked secondary endpoints (Table 1). UPA 45 mg QD was well-tolerated and no new safety signals were observed. Conclusion: UPA 45 mg QD is an effective induction treatment for pts with moderately to severely active UC. A significantly higher proportion of pts in both Bio-IR and non-Bio-IR groups receiving UPA achieved primary and secondary endpoints versus PBO. The magnitude of difference was greater among pts who were non-Bio-IR versus Bio-IR.Table 1.: Efficacy endpoints in Bio-IR and non-Bio-IR patients based on randomized treatment IR: inadequate response; Bio-IR: inadequate response, loss of response, or intolerance to biologic therapies. Clinical response at week 2 per partial adapted Mayo score (stool frequency subscore + rectal bleeding subscore). Clinical response at week 8 per adapted Mayo score (stool frequency subscore + rectal bleeding subscore + endoscopic subscore).

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)0.004
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Randomized trial · Consensus signal: Randomized trial
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.023

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.003
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0030.003
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0010.001
Open science0.0010.000
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 head0.015
GPT teacher head0.293
Teacher spread0.278 · 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 designRandomized trial
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

Citations5
Published2021
Admission routes1
Has abstractyes

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