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Development and first validation of a disease activity score for gout
- Source :
- Arthritis Care & Research
- Publication Year :
- 2016
-
Abstract
- Objective To develop a new composite disease activity score for gout and provide its first validation. Methods Disease activity has been defined as the ongoing presence of urate deposits that lead to acute arthritis and joint damage. Every measure for each Outcome Measures in Rheumatology core domain was considered. A 3-step approach (factor analysis, linear discriminant analysis, and linear regression) was applied to derive the Gout Activity Score (GAS). Decision to change treatment or 6-month flare count were used as the surrogate criteria of high disease activity. Baseline and 12-month followup data of 446 patients included in the Kick-Off of the Italian Network for Gout cohort were used. Construct- and criterion-related validity were tested. External validation on an independent sample is reported. Results Factor analysis identified 5 factors: patient-reported outcomes, joint examination, flares, tophi, and serum uric acid (sUA). Discriminant function analysis resulted in a correct classification of 79%. Linear regression analysis identified a first candidate GAS including 12-month flare count, sUA, visual analog scale (VAS) of pain, VAS global activity assessment, swollen and tender joint counts, and a cumulative measure of tophi. Alternative scores were also developed. The developed GAS demonstrated a good correlation with functional disability (criterion validity) and discrimination between patient- and physician-reported measures of active disease (construct validity). The results were reproduced in the external sample. Conclusion This study developed and validated a composite measure of disease activity in gout. Further testing is required to confirm its generalizability, responsiveness, and usefulness in assisting with clinical decisions.
- Subjects :
- Male
medicine.medical_specialty
Visual analogue scale
Aged
Arthralgia
Factor Analysis, Statistical
Female
Follow-Up Studies
Gout
Humans
Joints
Linear Models
Middle Aged
Pain Measurement
Patient Reported Outcome Measures
Regression Analysis
Reproducibility of Results
Uric Acid
Disease Progression
Severity of Illness Index
NO
disease activity, gout, patient perspective
03 medical and health sciences
0302 clinical medicine
gout
Rheumatology
Discriminant function analysis
Linear regression
Criterion validity
medicine
030212 general & internal medicine
030203 arthritis & rheumatology
business.industry
Construct validity
Regression analysis
Statistical
medicine.disease
Linear discriminant analysis
patient perspective
Physical therapy
Rheumatology, Factor Analysis
business
Factor Analysis
disease activity
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- Arthritis Care & Research
- Accession number :
- edsair.doi.dedup.....03d84a9f1b4a3930df74ee26fbd24fe2