A116 LOSS OF RESPONSE TO VEDOLIZUMAB MAINTENANCE THERAPY IN CROHN`S DISEASE
Bibliographic record
Abstract
Vedolizumab is a gut-specific alpha-4-beta-7 integrin antagonist that has demonstrated efficacy in induction and maintenance of clinical response and remission in Crohn’s disease randomized controlled trials. To evaluate the long-term maintenance of response achieved with vedolizumab therapy in Crohn’s disease in the real-world setting. A retrospective cohort study was performed at the University of Calgary of adult (≥18 years) CD patients responding to vedolizumab within 6 months of standard induction therapy (vedolizumab 300mg IV at weeks 0, 2, and 6) followed by a scheduled maintenance vedolizumab IV regimen. The primary outcome was composite loss of response (LOR) in follow-up, defined by worsening symptoms requiring vedolizumab dose escalation, rescue medical therapy with corticosteroids or immunomodulators, or vedolizumab discontinuation. Survival analysis with Kaplan-Meier plots was performed to assess median time to LOR and probability of LOR in follow-up. 109 CD patients with symptomatic response within 6 months to vedolizumab induction therapy were followed for a mean duration of 46.3 weeks (SD ±31.3 weeks). Mean Harvey Bradshaw Index (HBI) at induction was 6.3 (± 3.2); 68.8% (75/109) of patients had previously failed biologic therapy and 45 patients (41.3%) had previously failed multiple biologic agents. Composite loss of response occurred in 36 patients (33.0%) in follow-up at a mean time of 35.2 weeks (± 20.9 weeks). Dose escalation of vedolizumab to 300mg IV every four weeks was required in 22 patients (20.1%) to optimize primary clinical response in the context of ongoing symptoms despite every eight week therapy. Dose escalation for secondary loss of response occurred in 10 patients (9.2%) at a mean time of 38.9 weeks (± 5.0 weeks). Addition of rescue corticosteroids or immunomodulators was attempted in six patients (5.5%). Vedolizumab was discontinued due to loss of response in 22 patients (20.2%); mean time to drug discontinuation was 42.3 weeks (± 23.3 weeks). At 52 weeks, the probability of developing a composite loss of response was 36.7% [95% CI: 26.6 – 49.2%]. The probability of continuing on vedolizumab therapy at 52 weeks among initial symptomatic responders was 75.6% [95% CI: 62.8 – 84.5%]. Over three quarters of patients who respond symptomatically to vedolizumab induction therapy continue on treatment at one year, but 1/3 of patients will experience a loss of response and approximately 20% will discontinue treatment due to loss of response during maintenance therapy. Figure 1: Kaplan-Meier survival curve for probability of composite loss of response among 109 Crohn’s disease patients with primary clinical response/remission within 6 months of induction. None
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".