Abstract
Objective: Therapeutic drug monitoring is used clinically to guide anti-tumor necrosis factor (TNF) therapy for inflammatory bowel disease (IBD), but its use for ustekinumab (UST) remains unclear. This study aimed to determine predictive variables of UST levels. Methods: In this retrospective cohort of patients with IBD, UST trough levels were drawn at maintenance dosing. Relationships between UST trough levels and demographics, therapy, and outcomes were analyzed. Machine-learning models were used to infer combinatorial traits predictive of UST levels. Results: Altogether 177 patients with IBD on UST had a mean UST trough level of 4.742 μg/mL. The injection schedule correlated significantly (P < 0.001) with UST levels. Naiveté to anti-TNFs correlated with higher UST levels (P = 0.048). Univariate analysis revealed that higher inflammatory biomarkers significantly correlated to lower UST levels and a lower Simple Endoscopic Score to Crohn's Disease to adequate UST levels (P = 0.018). Multivariate analysis identified body mass index (BMI), previous anti-TNF failure, and laboratory flare as predictors of UST levels with an area under the receiver operating characteristic curve (AUROC) of 0.72. The UST cut-off level of 5.77 μg/mL yielded a 0.79 AUROC, 80% sensitivity, and 81% specificity for predicting endoscopic remission of Crohn's disease. For the clinical remission end-point in ulcerative colitis, UST level of 4.73 μg/mL yielded a 0.69 AUROC, 53% sensitivity, and 86% specificity. Conclusions: Higher UST levels correlated with less disease activity. BMI was an important consideration for UST response as well. Therefore, UST dose adjustments to reach target levels may optimize response.
| Original language | English (US) |
|---|---|
| Pages (from-to) | 214-221 |
| Number of pages | 8 |
| Journal | Journal of Digestive Diseases |
| Volume | 25 |
| Issue number | 4 |
| DOIs | |
| State | Published - Apr 2024 |
Keywords
- biological products
- drug monitoring
- inflammatory bowel diseases
- machine learning
- ustekinumab
- Body Mass Index
- Humans
- Middle Aged
- Male
- Treatment Outcome
- Drug Monitoring/methods
- Female
- Adult
- ROC Curve
- Ustekinumab/therapeutic use
- Retrospective Studies
- Inflammatory Bowel Diseases/drug therapy
ASJC Scopus subject areas
- Gastroenterology
Divisions
- Gastroenterology and Hepatology
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