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S748 Early PRO-2 Symptom Remission Following Guselkumab Induction Treatment: Results Through Week 12 of the Phase 2 GALAXI 1 Study

2021· article· en· W3208878985 on OpenAlexaff
Anita Afzali, William J. Sandborn, Tadakazu Hisamatsu, Kathleen Weisel, Susana Gonzalez, Mary Ellen Frustaci, Zijiang Yang, Jewel Johanns, Matthew Germinaro, Chenglong Han, Jane M. Andrews, Brian G. Feagan, Walter Reinisch

Bibliographic record

VenueThe American Journal of Gastroenterology · 2021
Typearticle
Languageen
FieldMedicine
TopicLung Cancer Treatments and Mutations
Canadian institutionsRobarts Clinical TrialsWestern University
Fundersnot available
KeywordsMedicineInternal medicineGastroenterologyAbdominal painCohortInterim analysisRandomizationCorticosteroidRandomized controlled trialSurgery

Abstract

fetched live from OpenAlex

Introduction: GALAXI 1 is a ph 2, double-blind, PBO-controlled study of guselkumab (GUS), an IL-23 antagonist, for the treatment of pts with moderately to severely active CD who had inadequate response or intolerance to conventional therapies (corticosteroid, immunosuppressant) and/or biologics (TNF antagonist, vedolizumab). PRO-2 symptom remission is a measurement of efficacy based on mean daily patient reported symptoms of abdominal pain (none, mild, moderate and severe) and the number of liquid or very soft stools (stool frequency). Here we report change from baseline in abdominal pain (AP), stool frequency (SF) and PRO-2 remission following induction with GUS vs PBO in an interim analysis cohort. Methods: Pts with moderate to severe CD (CDAI score 220-450) were randomized 1:1:1:1:1 to GUS 200, 600, or 1200mg IV at Wks 0, 4, 8; ustekinumab (UST) ∼6mg/kg IV at Wk 0 and 90mg SC at Wk 8; or PBO IV. AP, SF, and PRO-2 symptom remission (AP mean daily score at or below 1 and mean daily SF score at or below 3 and no worsening of AP or SF from baseline) were evaluated from Wk4 through Wk12 for pooled GUS arms vs PBO. UST was a reference arm. Results: Two hundred fifty pts were evaluated with ∼50% having failed previous biologic therapy (mean CD duration, 8.8yr; mean CDAI, 306.2; median CRP, 5.4mg/L; median FeCal, 594.0mg/kg). Mean baseline AP for PBO and GUS combined was 2.04 and 2.02, respectively; mean baseline SF for PBO and GUS combined was 5.51 and 5.27, respectively. Other baseline demographics and disease characteristics were generally similar among treatment groups. Pts treated with GUS had greater reductions in AP and SF through Wk12 compared with PBO (Fig 1). At Wks 4, 8, and 12, higher proportions of GUS-treated pts achieved PRO-2 remission compared with PBO (Table 1). Similarly, within each subgroup of pts who failed biologic therapy (BIO-failure) or conventional therapy (CON-failure), GUS-treated pts achieved a higher rate of PRO-2 remission at Wks 4, 8, and 12 compared with PBO. Conclusion: In moderately to severely active CD, pts treated with GUS had greater reductions in AP and SF at all post-baseline visits. Furthermore, a higher proportion of pts achieved PRO-2 remission during induction dosing compared with PBO. For the overall population, as well as for BIO- and CON-failure subgroups, the differences between GUS and PBO-treated pts increased over time with a greater proportion of GUS-treated pts achieving early PRO-2 remission. Small sample sizes limit conclusions for subgroups.Figure 1.: Relationship between Anxiety, Depression and Fatigue PROMIS raw score and Perceived vulnerability to illness.Table 1.: Descriptive Characteristics of Subject Demographics.

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)0.002
metaresearch head score (Gemma)0.001
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 score0.005
Threshold uncertainty score0.017

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0020.002
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0050.001

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 head0.029
GPT teacher head0.352
Teacher spread0.323 · 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".

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Citations2
Published2021
Admission routes1
Has abstractyes

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