Back to Search
Start Over
Development and Validation of a Scoring System to Predict Outcomes of Vedolizumab Treatment in Patients with Crohn’s Disease
- Publication Year :
- 2018
-
Abstract
- Background & Aims As more treatment options for inflammatory bowel diseases become available, it is important to identify patients most likely to respond to different therapies. We created and validated a scoring system to identify patients with Crohn’s disease (CD) who respond to vedolizumab. Methods We collected data from the GEMINI 2 phase 3 trial of patients with active CD treated with vedolizumab for 26 weeks (n = 814) and performed logistic regression analysis to identify factors associated with clinical, steroid-free, and durable remission (derivation set). We used these data to develop a clinical decision support tool, which we validated using data from 366 participants in a separate clinical practice observational cohort of patients with active CD treated with vedolizumab for 26 weeks (the VICTORY cohort). We evaluated the ability of this tool to identify patients in clinical remission or corticosteroid-free remission, or those with mucosal healing (MH), clinical remission with MH, or corticosteroid-free remission with MH after vedolizumab therapy using receiver operating characteristic area under the curve (AUC) analyses. The primary outcome was to develop and validate a list of factors associated with achieving remission by vedolizumab in patients with active CD. Results In the derivation analysis, we identified absence of previous treatment with a tumor necrosis factor antagonist (+3 points), absence of prior bowel surgery (+2 points), absence of prior fistulizing disease (+2 points), baseline level of albumin (+0.4 points per g/L), and baseline concentration of C-reactive protein (reduction of 0.5 points for values between 3.0 and 10.0 mg/L and 3.0 points for values >10.0 mg/L) as factors associated with remission. In the validation set, our model identified patients in clinical remission with an AUC of 0.67, patients in corticosteroid-free remission with an AUC of 0.66, patients with MH with an AUC of 0.72, patients in clinical remission with MH with an AUC of 0.73, and patients in corticosteroid-free clinical remission with MH with an AUC of 0.75. A cutoff value of 13 points identified patients in clinical remission after vedolizumab therapy with 92% sensitivity, patients in corticosteroid-free remission with 94% sensitivity, patients with MH with 98% sensitivity, patients with clinical remission and MH with 100% sensitivity, and patients with corticosteroid-free clinical remission with MH with 100% sensitivity. Conclusions We developed and validated a scoring system to identify patients with CD most likely to respond to 26 weeks of vedolizumab therapy. Further studies are needed to optimize its accuracy in select populations and determine its cost-effectiveness.
- Subjects :
- Adult
Male
medicine.medical_specialty
Logistic regression
Antibodies, Monoclonal, Humanized
Sensitivity and Specificity
Severity of Illness Index
Article
Vedolizumab
03 medical and health sciences
0302 clinical medicine
Crohn Disease
Gastrointestinal Agents
Internal medicine
Medicine
Humans
030212 general & internal medicine
Crohn's disease
Hepatology
Receiver operating characteristic
biology
business.industry
C-reactive protein
Gastroenterology
Area under the curve
Induction Chemotherapy
Middle Aged
medicine.disease
C-Reactive Protein
Logistic Models
Treatment Outcome
Area Under Curve
Cohort
biology.protein
Biomarker (medicine)
030211 gastroenterology & hepatology
Female
business
medicine.drug
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Accession number :
- edsair.doi.dedup.....46b86b5a69518157f3f7901d89bbed3f