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Record W2999211111 · doi:10.1093/ecco-jcc/jjz203.113

DOP74 Effectiveness of dose escalation in Crohn’s disease patients with insufficient response to standard-dose subcutaneous ustekinumab maintenance therapy: A multicentre international cohort study

2020· article· en· W2999211111 on OpenAlexaffabout
Uri Kopylov, Jurij Hanžel, Claire Liefferinckx, D. de Marco, Nicola Imperatore, Nikolas Plevris, Iria Bastón‐Rey, Richard Harris, Marie Truyens, Viktor Domislović, S Vavricka, Vince Biemans, Sally Myers, S. Shaji, Shomron Ben‐Horin, Y. González Lama, Cyrielle Gilletta, Ariella Bar‐Gil Shitrit, Zuzana Zelinková, R Weishof, Darragh Storan, Eran Zittan, Denis Franchimont, Anneline Cremer, Waqqas Afif, Fabio Castiglione, Charlie W. Lees, M Barrero de Acosta, Triana Lobatón, Glen Doherty, Željko Krznarić, Marieke Pierik, Frank Hoentjen, David Drobne

Bibliographic record

VenueJournal of Crohn s and Colitis · 2020
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicInflammatory Bowel Disease
Canadian institutionsMcGill University Health Centre
Fundersnot available
KeywordsMedicineUstekinumabCohortRetrospective cohort studyClinical endpointInternal medicineRandomizationMaintenance therapyClinical trialCrohn's diseaseConfidence intervalSurgeryDiseaseChemotherapyAdalimumab

Abstract

fetched live from OpenAlex

Abstract Background Ustekinumab (UST) is an effective agent for induction and maintenance of response and remission in Crohn’s disease (CD). In addition to randomised controlled trials, an abundance of real-world evidence is available as well, suggesting that a substantial proportion of patients will not respond or lose response to UST therapy. To date, there is very little evidence to support the effectiveness of dose-optimisation strategy to manage primary or secondary non-response to ustekinumab. Methods This was a multicentre retrospective cohort study. The protocol was reviewed and approved by the Clinical Committee of ECCO. We included active (HBI≥5; CDAI ≥220) CD patients that received a standard-dose IV induction and at least one SC UST dose of 90 mg. Patients with ostomy were excluded. All patients received dose escalation by either shortening the interval between the doses to q4/6 weeks, intravenous reinduction or a combination of intravenous and subcutaneous escalation. The primary aim of the study was a clinical response (defined as Δ HBI≥3 or Δ CDAI ≥ 70 points) at week 16 after dose escalation. Clinical remission was defined as HBI<5 or CDAI <150. Results Of 140 patients, 83 (59.3%) were females, median age at treatment onset 36 (26–50) years, median duration of disease 9 (5–18) years from 21 centres in 13 countries (12 Europe, 1 Canada) were included. The patients were dose-escalated after a median treatment duration of 30 (20–45) weeks. Thirty-four (24,3%) were previously escalated from q12 to q8 maintenance regimen. Eighty-nine (63.5%) of the patients were escalated from q8 to q4 regimen, 20 (14.3%) – from q8 to q6, 15 (10.7%) received intravenous reinduction and 16 (11.4%) – a combination of intravenous reinduction and subcutaneous dose interval shortening. At week 16 from escalation, 83 (59.3%) responded to treatment, of them 21 (15%) were in clinical remission. Thirty-three (23.6%) of the patients were on systemic corticosteroids upon escalation; 7/33 (21.2%) achieved corticosteroid-free remission at week 16. One hundred and nine patients (77.8%) continued treatment beyond week 16. Follow-up data beyond week 16 were available for 75/150 (53.6%) of the patients (median duration of follow-up: 35 (32–54) weeks) from dose escalation. At the last follow-up, 53/75 (70.7%) continued to respond to treatment, including 42 (56%) in clinical remission; 25/75 (33%) discontinued treatment at last follow-up. Conclusion This large multicentre retrospective study demonstrates that intensification of ustekinumab maintenance dosage may be effective in up to 60% of the patients. This strategy should be considered in patients that are non-responsive to q8 ustekinumab maintenance dosing.

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)0.003
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.011

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.004
GPT teacher head0.231
Teacher spread0.226 · 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".

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Citations2
Published2020
Admission routes2
Has abstractyes

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