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Prediction of cardiovascular risk in rheumatoid arthritis: performance of original and adapted SCORE algorithms
E E A Arts1, C D Popa2, A A Den Broeder3
1Department of Rheumatology, Radboud University Medical Center, Nijmegen, The Netherlands.
Insights
Adapting the Systematic COronary Risk Evaluation (SCORE) algorithm for rheumatoid arthritis (RA) did not improve cardiovascular disease (CVD) risk prediction. The original SCORE may underestimate CVD risk in RA patients.
Area of Science:
- Rheumatology
- Cardiology
- Epidemiology
Background:
- Cardiovascular disease (CVD) risk prediction in rheumatoid arthritis (RA) using existing calculators is suboptimal.
- A disease-specific algorithm may enhance CVD risk assessment in RA patients.
Purpose of the Study:
- To adapt the Systematic COronary Risk Evaluation (SCORE) algorithm for RA by incorporating specific risk factors.
- To evaluate the accuracy of this adapted SCORE algorithm in predicting CVD events in RA.
Main Methods:
- Utilized data from the Nijmegen early RA inception cohort.
- Recalibrated and adapted the SCORE algorithm, including traditional and novel CVD risk factors.
- Assessed predictive performance and externally validated the adapted SCORE algorithm.
Main Results:
- The adapted SCORE algorithm showed comparable discriminatory ability to the original and recalibrated versions.
- All tested algorithms exhibited poor model fit, indicating inadequate prediction accuracy.
- The adapted SCORE algorithm offered limited improvement in reclassifying RA patients who experienced CVD events.
Conclusions:
- Adaptations to the SCORE algorithm did not sufficiently enhance CVD risk prediction in RA.
- The original SCORE algorithm may underestimate CVD risk in patients with rheumatoid arthritis.
- Further research is needed to develop accurate CVD risk prediction tools for RA.
Objectives:
Predictive performance of cardiovascular disease (CVD) risk calculators appears suboptimal in rheumatoid arthritis (RA). A disease-specific CVD risk algorithm may improve CVD risk prediction in RA. The objectives of this study are to adapt the Systematic COronary Risk Evaluation (SCORE) algorithm with determinants of CVD risk in RA and to assess the accuracy of CVD risk prediction calculated with the adapted SCORE algorithm.
Methods:
Data from the Nijmegen early RA inception cohort were used. The primary outcome was first CVD events. The SCORE algorithm was recalibrated by reweighing included traditional CVD risk factors and adapted by adding other potential predictors of CVD. Predictive performance of the recalibrated and adapted SCORE algorithms was assessed and the adapted SCORE was externally validated.
Results:
Of the 1016 included patients with RA, 103 patients experienced a CVD event. Discriminatory ability was comparable across the original, recalibrated and adapted SCORE algorithms. The Hosmer-Lemeshow test results indicated that all three algorithms provided poor model fit (p<0.05) for the Nijmegen and external validation cohort. The adapted SCORE algorithm mainly improves CVD risk estimation in non-event cases and does not show a clear advantage in reclassifying patients with RA who develop CVD (event cases) into more appropriate risk groups.
Conclusions:
This study demonstrates for the first time that adaptations of the SCORE algorithm do not provide sufficient improvement in risk prediction of future CVD in RA to serve as an appropriate alternative to the original SCORE. Risk assessment using the original SCORE algorithm may underestimate CVD risk in patients with RA.
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