Relationship Between Combined Histologic and Endoscopic Endpoints and Efficacy of Ustekinumab Treatment in Patients With Ulcerative Colitis
Bibliographic record
Abstract
Background & AimsUstekinumab induces and maintains histologic improvement in patients with ulcerative colitis (UC). The clinical relevance of this endpoint alone, and in combination with endoscopic improvement, is unknown.MethodsHistologic disease activity was evaluated in 2630 colonic biopsy samples from patients with UC treated in the UNIFI phase 3 UC clinical studies of ustekinumab. We evaluated associations between histologic improvement (defined as the composite of neutrophil infiltration in less than 5% of crypts and no crypt destruction, erosions, ulcerations, or granulation tissue) and clinical endpoints at the end of induction (week 8 and 16) and maintenance (week 44) periods. We assessed the validity of a combined histologic and endoscopic (Mayo endoscopy subscore, 0 or 1) improvement endpoint, which we called histo-endoscopic mucosal healing (or histo-endoscopic mucosal improvement).ResultsHistologic improvement was significantly (P < .0001) associated with clinical remission, lower mean disease activity scores, and greater improvement in disease activity at the end of induction and maintenance studies. Ustekinumab induced and maintained significantly higher rates of histologic improvement at induction week 8 and maintenance week 44 than placebo when more stringent definitions of histologic improvement were used. Histologic improvement and endoscopic improvement following induction were associated with 10% to 20% higher rates of histo-endoscopic mucosal healing, clinical remission, and corticosteroid-free remission at week 44 (all P < .05) in patients who received ustekinumab maintenance therapy. At week 44, 61% of patients (56/92) with histo-endoscopic mucosal healing after induction therapy achieved clinical remission, versus 39% of patients (9/23, P = .0983) and 34% of patients (24/71, P = .0009) with endoscopic or histologic improvement alone after induction, respectively.ConclusionData from the UNIFI program of ustekinumab in patients with UC treated with ustekinumab indicated the achievement of histo-endoscopic mucosal healing after induction therapy is associated with lower disease activity at the end of maintenance therapy than either histologic or endoscopic improvement alone. ClinicalTrials.gov number: NCT02407236. Ustekinumab induces and maintains histologic improvement in patients with ulcerative colitis (UC). The clinical relevance of this endpoint alone, and in combination with endoscopic improvement, is unknown. Histologic disease activity was evaluated in 2630 colonic biopsy samples from patients with UC treated in the UNIFI phase 3 UC clinical studies of ustekinumab. We evaluated associations between histologic improvement (defined as the composite of neutrophil infiltration in less than 5% of crypts and no crypt destruction, erosions, ulcerations, or granulation tissue) and clinical endpoints at the end of induction (week 8 and 16) and maintenance (week 44) periods. We assessed the validity of a combined histologic and endoscopic (Mayo endoscopy subscore, 0 or 1) improvement endpoint, which we called histo-endoscopic mucosal healing (or histo-endoscopic mucosal improvement). Histologic improvement was significantly (P < .0001) associated with clinical remission, lower mean disease activity scores, and greater improvement in disease activity at the end of induction and maintenance studies. Ustekinumab induced and maintained significantly higher rates of histologic improvement at induction week 8 and maintenance week 44 than placebo when more stringent definitions of histologic improvement were used. Histologic improvement and endoscopic improvement following induction were associated with 10% to 20% higher rates of histo-endoscopic mucosal healing, clinical remission, and corticosteroid-free remission at week 44 (all P < .05) in patients who received ustekinumab maintenance therapy. At week 44, 61% of patients (56/92) with histo-endoscopic mucosal healing after induction therapy achieved clinical remission, versus 39% of patients (9/23, P = .0983) and 34% of patients (24/71, P = .0009) with endoscopic or histologic improvement alone after induction, respectively. Data from the UNIFI program of ustekinumab in patients with UC treated with ustekinumab indicated the achievement of histo-endoscopic mucosal healing after induction therapy is associated with lower disease activity at the end of maintenance therapy than either histologic or endoscopic improvement alone. ClinicalTrials.gov number: NCT02407236.
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 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 | 0.003 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| 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".