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The Association Between Arthralgia and Vedolizumab Using Natural Language Processing
- Publication Year :
- 2018
- Publisher :
- Oxford University Press, 2018.
-
Abstract
- Background The gut-selective nature of vedolizumab has raised questions regarding increased joint pain or arthralgia with its use in inflammatory bowel disease (IBD) patients. As arthralgias are seldom coded and thus difficult to study, few studies have examined the comparative risk of arthralgia between vedolizumab and tumor necrosis factor inhibitor (TNFi). Our objectives were to evaluate the application of natural language processing (NLP) to identify arthralgia in the clinical notes and to compare the risk of arthralgia between vedolizumab and TNFi in IBD. Methods We performed a retrospective study using a validated electronic medical record (EMR)-based IBD cohort from 2 large tertiary care centers. The index date was the first date of vedolizumab or TNFi prescription. Baseline covariates were assessed 1 year before the index date; patients were followed 1 year after the index date. The primary outcome was arthralgia, defined using NLP. Using inverse probability of treatment weight to balance the cohorts, we then constructed Cox regression models to calculate the hazard ratio (HR) for arthralgia in the vedolizumab and TNFi groups. Results We studied 367 IBD patients on vedolizumab and 1218 IBD patients on TNFi. Patients on vedolizumab were older (mean age, 41.2 vs 34.9 years) and had more prevalent use of immunomodulators (52.3% vs 31.9%) than TNFi users. Our data did not observe a significantly increased risk of arthralgia in the vedolizumab group compared with TNFi (HR, 1.20; 95% confidence interval, 0.97-1.49). Conclusions In this large observational study, we did not find a significantly increased risk of arthralgia associated with vedolizumab use compared with TNFi.
- Subjects :
- musculoskeletal diseases
Adult
Male
computer.software_genre
Antibodies, Monoclonal, Humanized
Vedolizumab
03 medical and health sciences
0302 clinical medicine
Gastrointestinal Agents
medicine
Immunology and Allergy
Electronic Health Records
Humans
Natural Language Processing
Retrospective Studies
030203 arthritis & rheumatology
business.industry
Proportional hazards model
Tumor Necrosis Factor-alpha
Hazard ratio
Gastroenterology
Retrospective cohort study
Inflammatory Bowel Diseases
Prognosis
Arthralgia
Confidence interval
digestive system diseases
body regions
Joint pain
Cohort
030211 gastroenterology & hepatology
Observational study
Female
Artificial intelligence
medicine.symptom
business
Original Clinical Articles
computer
Natural language processing
Immunosuppressive Agents
medicine.drug
Follow-Up Studies
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Accession number :
- edsair.doi.dedup.....98bd7fd70bb02759603714f5d3536aa9