MétaCan
Menu
Back to cohort
Record W4233807565 · doi:10.1093/ecco-jcc/jju027.070

DOP042. Clinical response and remission with vedolizumab across a range of baseline fecal calprotectin levels in ulcerative colitis: Results from GEMINI 1

2015· article· en· W4233807565 on OpenAlexaff
Walter Reinisch, James D. Lewis, Themistocles Dassopoulos, Philip Ginsburg, B E Sands, Brian G. Feagan, Silvio Danese, Arne Røseth, Maria Rosario, Huyuan Yang, A. Parikh, Brian Bressler, Timothy Wyant

Bibliographic record

VenueJournal of Crohn s and Colitis · 2015
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicInflammatory Bowel Disease
Canadian institutionsUniversity of British ColumbiaWestern UniversityMcMaster University
Fundersnot available
KeywordsVedolizumabCalprotectinUlcerative colitisMedicineFecesGastroenterologyInternal medicineBaseline (sea)Inflammatory bowel diseaseDiseaseMicrobiologyBiology

Abstract

fetched live from OpenAlex

of this Pop PK analysis was to characterize covariate effects on the PK profile of etrolizumab.Methods: This analysis included data from 145 etrolizumab-treated patients from 3 studies: a Phase 1 dose-escalation study (single doses at 0.3, 1, 3 or 10 mg/kg intravenously [IV], 3 mg/kg subcutaneously [SC] or 3 monthly doses at 0.5, 1.5 or 3 mg/kg SC or 4 mg/kg IV); a Phase 2 efficacy and safety study (2 SC dose cohorts of 100 mg at weeks 0, 4 and 8 or 420 mg at week 0 followed by 300 mg at weeks 2, 4 and 8); and a Phase 2 open-label extension study (300 mg SC monthly).A stepwise forward addition and backward elimination approach was used to evaluate the impact of the following baseline covariates on etrolizumab PK: age, sex, body weight (BW), Mayo Clinic Score, albumin, C-reactive protein, faecal calprotectin, prior use and response to anti-tumour necrosis factor alpha biologics and concomitant treatment with steroids or immunosuppressants.The Pop PK analysis was performed using NONMEM 7.1.2.Results: A 2-compartmental model with first-order absorption and elimination kinetics described etrolizumab PK well.BW and baseline serum albumin were identified as significant covariates for clearance (CL; P < 0.001); each explained 16% and 30% of the interindividual variability (IIV) of CL, respectively.Simulation showed similar exposure variability for a BW-based or fixed dose.No other covariates were found to have a significant impact on etrolizumab PK.The final model estimated the typical population CL value and central volume of distribution to be 0.245 L/day and 3.2 L, respectively.The elimination half-life and SC bioavailability were estimated to be 11 days and 53%, respectively.The IIV of evaluated PK parameters ranged from 19% to 67%.Pop PK simulation estimated that 105 mg every 4 weeks, the proposed Phase 3 dose regimen, can maintain a steady-state trough concentration of >1.7 µg/mL in 85% of patients (1.7 µg/mL is the observed minimum drug level associated with full β7 receptor occupancy in peripheral blood and colonic tissue).Conclusions: Etrolizumab exhibited linear PK at the target therapeutic dose.Based on the available data, BW and baseline serum albumin were identified as statistically significant covariates for CL.However, given the favourable safety and efficacy profiles for etrolizumab, the impact of these covariates on the therapeutic outcome is expected to be minimal and not clinically relevant.

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)0.002
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 score0.013

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.032
GPT teacher head0.324
Teacher spread0.292 · 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

Citations2
Published2015
Admission routes1
Has abstractyes

Explore more

Same venueJournal of Crohn s and ColitisSame topicInflammatory Bowel DiseaseFrench-language works237,207