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Prediction of Methotrexate Intolerance in Juvenile Idiopathic Arthritis: a prospective, observational cohort study
- Source :
- Pediatric Rheumatology, 13. BioMed Central Ltd., Pediatric Rheumatology Online Journal, Pediatric Rheumatology, 13. BioMed Central
- Publication Year :
- 2015
-
Abstract
- Background Methotrexate (MTX) is an effective and safe drug in the treatment of juvenile idiopathic arthritis (JIA). Despite its safety, MTX-related gastrointestinal adverse effects before and after MTX administration, termed MTX intolerance, occur frequently, leading to non-compliance and potentially premature MTX termination. The aim of this study was to construct a risk model to predict MTX intolerance. Methods In a prospective JIA cohort, clinical variables and single nucleotide polymorphisms were determined at MTX start. The Methotrexate Intolerance Severity Score was employed to measure MTX intolerance in the first year of treatment. MTX intolerance was most prevalent at 6 or 12 months after MTX start, which was defined as the outcome for the prediction model. The model was developed in 152 patients using multivariable logistic regression analysis and subsequently internally validated using bootstrapping. Results The prediction model included the following predictors: JIA category, antinuclear antibody, parent/patient assessment of pain, Juvenile Arthritis Disease Activity Score-27, thrombocytes, alanine aminotransferase and creatinine. The model classified 77.5% of patients correctly, and 66.7% of patients after internal validation by bootstrapping. The lowest predicted risk of MTX intolerance was 18.9% and the highest predicted risk was 85.9%. The prediction model was transformed into a risk score (range 0–17). At a cut-off of ≥6, sensitivity was 82.0%, specificity 56.1%, positive predictive value was 58.7% and negative predictive value 80.4%. Conclusions This clinical prediction model showed moderate predictive power to detect MTX intolerance. To develop into a clinically usable tool, it should be validated in an independent cohort and updated with new predictors. Such an easy-to-use tool could then assist clinicians in identifying patients at risk to develop MTX intolerance, and in turn to monitor them closely and intervene timely in order to prevent the development of MTX intolerance. Trial registration ISRCTN register, www.isrctn.com, ISRCTN13524271
- Subjects :
- Male
Gastrointestinal Diseases
FOLINIC ACID
Arthritis
CHILDREN
Pharmacology
Cohort Studies
0302 clinical medicine
Risk Factors
immune system diseases
Immunology and Allergy
heterocyclic compounds
Prospective Studies
030212 general & internal medicine
Child
Non-U.S. Gov't
Prospective cohort study
skin and connective tissue diseases
Research Support, Non-U.S. Gov't
FOLATE PATHWAY
Alanine Transaminase
ASSOCIATION
3. Good health
Treatment Outcome
Antibodies, Antinuclear
Antirheumatic Agents
Child, Preschool
Creatinine
Rheumatoid arthritis
Female
medicine.drug
Cohort study
musculoskeletal diseases
medicine.medical_specialty
Adolescent
Observational Study
Research Support
Polymorphism, Single Nucleotide
Sensitivity and Specificity
VALIDATION
03 medical and health sciences
Folinic acid
Rheumatology
Predictive Value of Tests
Prediction model
Internal medicine
medicine
Journal Article
Humans
MTX TOXICITY
Pediatrics, Perinatology, and Child Health
Adverse effect
030203 arthritis & rheumatology
Models, Statistical
Dose-Response Relationship, Drug
business.industry
Research
Infant
Juvenile idiopathic arthritis
medicine.disease
EFFICACY
Arthritis, Juvenile
RHEUMATOID-ARTHRITIS
Logistic Models
Methotrexate
Methotrexate intolerance
Adverse events
Pediatrics, Perinatology and Child Health
MTHFR POLYMORPHISMS
business
Predictor
Subjects
Details
- ISSN :
- 15460096
- Database :
- OpenAIRE
- Journal :
- Pediatric Rheumatology, 13. BioMed Central Ltd., Pediatric Rheumatology Online Journal, Pediatric Rheumatology, 13. BioMed Central
- Accession number :
- edsair.doi.dedup.....efea78a0d1093443688e499de77679ed