P772 Comprehensive disease control in patients with Ulcerative Colitis: refinement of a multi-component endpoint using data from the filgotinib SELECTION trial
Bibliographic record
Abstract
Abstract Background Ulcerative colitis (UC) treatment requires a patient-centric efficacy endpoint to assess treatment benefits, enabling a shift towards a personalized approach. Comprehensive disease control (CDC) is an individual multi-component endpoint based on findings from a patient and expert Delphi consensus on remission assessment in UC. CDC was defined as IBDQ remission, partial Mayo Clinic Score (pMCS) remission, biomarker (faecal calprotectin [FCP]) remission and endoscopic improvement. We evaluated different definitions of CDC, and the contribution of different CDC components to the net treatment benefit (NTB) of filgotinib 200 mg (FIL200), an oral, once-daily, Janus kinase 1 inhibitor approved for UC treatment following the SELECTION trial (NCT02914522). Methods CDC was assessed at week 58 (W58) of SELECTION in adult patients with active UC treated with FIL200 or placebo (PBO). The CDC definitions evaluated were: 4-component CDC (CDC4) with FCP <150 µg/g, CDC4-150; CDC4 with FCP <250 µg/g, CDC4-250; 5-component CDC (with histological remission [CDC5]) with FCP <150 µg/g, CDC5-150; and CDC5 with FCP<250 µg/g, CDC5-250. The proportion of patients achieving each combination of components was visualized in UpSet plots. NTB of FIL200 was assessed for each endpoint using generalized pairwise comparisons and is reported here for CDC4-150 (and excluding different components). Results At W58, 21.6%, 26.6%, 19.1% and 22.6% of FIL200-treated patients achieved CDC4-150, CDC4-250, CDC5-150 and CDC5-250, respectively. Among patients who did not achieve CDC4-150, 0.5% of patients did not achieve pMCS remission compared with 5.0%, 10.1% and 6.0% who did not achieve IBDQ remission, biomarker remission and endoscopic improvement, respectively (Figure). Positive overall NTB of FIL200 versus PBO was demonstrated with all CDC definitions, including those with histological remission (CDC5). For CDC4-150 at W58, excluding pMCS remission did not substantially change the NTB (Δ −0.33; Table) versus excluding IBDQ or biomarker remission, or endoscopic improvement (Δ 3.87, 6.93 and 3.20, respectively). Similar NTB results were seen for all CDC definitions. Conclusion CDC is a stringent, patient-level, multi-component endpoint achieved by ~1/5 of FIL200-treated patients at W58. While CDC4-150 could be the optimal operational definition, the addition of histological remission resulted in similar stringency, potentially allowing for the use of different CDC definitions based on context or resources. Additional NTB of FIL200 was identified in patients when IBDQ or biomarker remission or endoscopic improvement were excluded. Overall, CDC appears to be a suitable endpoint to assess individual comprehensive benefit in patients with UC. Prospective validation is needed.
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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 | 0.016 | 0.011 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.003 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".