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Record W4391162098 · doi:10.1093/ecco-jcc/jjad212.1009

P879 Comparative Efficacy of Biologics and Small Molecule Therapies for the Induction and Maintenance of Endoscopic and Histological Remission in Ulcerative Colitis: A Systematic Review and Network Meta-analysis

2024· review· en· W4391162098 on OpenAlexaff
Mohammad Shehab, Fatema Alrashed, Ali Al-Sayegh, Usama AlDallal, Christopher Ma, Neeraj Narula, Vipul Jairath, Siddharth Singh, Talat Bessissow

Bibliographic record

VenueJournal of Crohn s and Colitis · 2024
Typereview
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicInflammatory Bowel Disease
Canadian institutionsMcGill UniversityMcMaster UniversityWestern UniversitySouth Health Campus
Fundersnot available
KeywordsUlcerative colitisMeta-analysisMedicineInternal medicineGastroenterologyDisease

Abstract

fetched live from OpenAlex

Abstract Background Treatment options for moderate to severe ulcerative colitis (UC) are increasing rapidly, but lack of comparative efficacy trials make treatment choices a clinical challenge. We aimed to compare the relative efficacy of biologics and small molecules in achieving endoscopic and histological remission in patients with moderate to severe UC. Methods The literature was searched between January 1990 and July 2023. Phase 3 placebo or active comparator randomized controlled trials (RCTs) were included to assess the efficacy of biologics or small molecule drugs as induction or maintenance therapies for patients with UC. The primary outcome was induction and maintenance of endoscopic improvement (Mayo endoscopic score ≤1), whereas secondary outcomes were the induction and maintenance of endoscopic (Mayo endoscopic score = 0) and histological remission. Sub-analysis was performed based on previous exposure to biologic therapy. We used a random effects model and reported data as odd ratio (OR) with 95% confidence intervals (CIs). Results We identified 34 studies that met our inclusion criteria, with a total of 12,227 patients with UC. Upadacitinib was superior to most biologics in inducing endoscopic improvement and remission as well as maintaining endoscopic improvement and histological remission. Etrasimod ranked second, after upadacitinib, in maintenance of endoscopic improvement in both biologic naive (80.4%) and experienced (78.9%) patients. Infliximab was superior to adalimumab (OR 1.88, 95% CI, 1.07; 3.29) and vedolizumab (OR1.85, 95% CI, 1.13; 3.03) in inducing endoscopic improvement in overall UC patients. Filgotinib 200 mg (OR 4.76, 95% CI, 1.89; 5.88) and vedolizumab (OR 4.16, 95% CI, 2.94; 6.25) were superior to adalimumab in maintaining histological remission. In biologic naive patients, infliximab was found to be superior to adalimumab (OR 1.80, 95% CI, 1.05;3.07), vedolizumab (OR 5.20, 95% CI, 2.04;7.69), and golimumab (OR 6.30, 95% CI, 3.39;9.71) in inducing endoscopic improvement Conclusion Upadacitinib appears to be superior to other therapies in achieving both endoscopic improvement and remission as well as maintaining histological remission. Furthermore, etrasimod, filgotinib and tofacitinib ranked high in achieving these outcomes. This study highlights the role of small molecules drugs as effective alternatives to biologics.

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)0.016
metaresearch head score (Gemma)0.037
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (broad)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Meta-analysis · Consensus signal: Meta-analysis
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.977
Threshold uncertainty score0.083

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0160.037
Meta-epidemiology (narrow)0.0030.001
Meta-epidemiology (broad)0.0230.036
Bibliometrics0.0100.011
Science and technology studies0.0010.001
Scholarly communication0.0040.002
Open science0.0030.002
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0040.000

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 head0.077
GPT teacher head0.342
Teacher spread0.265 · 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.

Study designMeta-analysis
Domainnot available
GenreReview

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

Citations1
Published2024
Admission routes1
Has abstractyes

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