Vedolizumab subcutaneous formulation maintenance therapy for patients with IBD: a systematic review and meta-analysis
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Background: The application of vedolizumab (VDZ) subcutaneous (SC) formulation has brought more convenience and hope to patients with moderate-to-severe inflammatory bowel diseases (IBDs) in the coronavirus disease 2019 context. Objective: This study aimed to systematically evaluate all previous studies that used VDZ SC formulation for maintenance therapy in patients with IBD. Design: Systematic review and meta-analysis. Data Sources and Methods: The search was conducted using the subject and free terms related to 'Vedolizumab', 'Subcutaneous', and 'IBD', in Embase, PubMed, Web of Science, Cochrane, and at ClinicalTrials.gov databases between 2008 and 2022. The methodological quality of randomized controlled trials (RCTs) and cohort studies was assessed using the Cochrane Handbook of Systematic Reviews and the Newcastle-Ottawa Scale, respectively. The endpoints included efficacy, safety, and immunogenicity. Results: A total of 60 studies and 2 completed clinical registry trials were retrieved, of which 3 RCTs with high methodological quality, and 3 cohort studies with large heterogeneity were included in the meta-analysis. In the RCT study design, patients with ulcerative colitis (UC) under different conditions after treated with VDZ SC were significantly distinct than those for placebo (PBO) in clinical remission, endoscopic remission, and biochemical remission. In Crohn's disease (CD), the aforementioned parameters were slightly higher than those for PBO, but there was not statistically significant in endoscopic remission and the efficacy of anti-tumor necrosis factor-naive patients. The clinical remission, endoscopic remission, and biochemical remission in patients with UC after VDZ SC treatment were similar to those after intravenous (IV) treatment. The risk ratios in patients experiencing adverse events (AEs) and serious AEs after VDZ SC and PBO treatments were 86% and 89% in UC, and 96% and 80% in CD, respectively. Compared with IV, safety was not statistically different. The risk of developing anti-VDZ antibody after VDZ SC treatment was only 20% of that after PBO in patients with UC, but it was 9.38 times in CD. Conclusion: VDZ SC treatment maintained the clinical efficacy of IV induction in patients with IBD without increasing the safety risk, and the efficacy was more pronounced in patients with UC. Immunogenicity might be a potential factor for the decrease in efficacy rate in patients with IBD. Registration: INPLASY 2022120115.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.004 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it