P689 Adaptive steroid tapering impedes corticosteroid-free remissions compared to forced tapering in UC clinical trials
Bibliographic record
Abstract
Abstract Background Protocols for managing steroids in clinical trials of ulcerative colitis (UC) vary. Most trials mandate steroid tapering at the beginning of maintenance phase. Adaptive steroid tapering allows for some discretion on whether to taper steroids for a patient. It remains unclear what impact steroid tapering protocols have on trial outcomes. Methods This post-hoc analysis from many clinical trials of advanced therapies in UC (VARSITY, ACT 1/2, PURSUIT, GEMINI1, OCTAVE and ULTRA2) was carried out under protocols with Vivli (00007656) and YODA (20224882). Responders to induction therapy with baseline corticosteroid use were considered as the primary population of interest. Adjustments were made to account for re-randomization designs and treatment exposure. Univariate analyses were conducted to identify baseline variables that had an association with the primary outcome of interest, one-year corticosteroid-free clinical remission (CR). All covariates with a significant univariate association (p < 0.05) were considered for inclusion in the multivariate model. Logistic regression was used to assess the impact of steroid-weaning regimen on the outcome of interest. Secondary outcome of interest was one-year CR. Results There was a total of 861 patients from the seven included trials who had achieved clinical response after induction and were using corticosteroids. Within multivariate analysis, patients using adaptive steroid weaning regimens were less likely to achieve one year corticosteroid-free CR (odds ratio (OR) 0.66 (95% CI 0.48-0.92), p=0.015). Patients with higher partial Mayo scores were also less likely to achieve one year corticosteroid-free CR (OR 0.88 (95% 0.8-0.97), p=0.012). Other variables found significant on univariate analysis were no longer significant once considered within the multivariate model (smoking, race, albumin, endoscopic Mayo score). For the secondary outcome of one year CR, patients using adaptive steroid weaning regimens had increased odds for achieving one year CR as compared to those using fixed regimens (OR 1.9 (95% 1.43-2.52), p<0.001). Several other variables were also found to have an association with one year CR within the multivariate model (Table 1). Conclusion Among patients with UC on corticosteroids at the time of study enrolment, adaptive steroid weaning regimens were less likely to achieve one-year corticosteroid-free CR but more likely to achieve one-year CR. This may help explain the findings within the VARSITY study, where patients treated with vedolizumab had increased odds for one-year CR but were less likely to achieve one-year corticosteroid-free CR. Consideration should be given to implementing mandatory steroid weaning protocols in future clinical trials of UC.
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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 | 0.045 | 0.119 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.002 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 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".