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Biomarkers for Atherosclerotic Cardiovascular Events in Rheumatoid Arthritis: Towards Validation of a
Daniel H Solomon1,2, Leah Santacroce1, Jon T Giles3
1Division of Rheumatology, Brigham and Women's Hospital, Boston, MA.
Cardiovascular disease risk in rheumatoid arthritis patients can be better predicted by adding hsTnT and sTNFR1 biomarkers to existing clinical risk factors. This improves risk stratification for enhanced preventative care.
Area of Science:
- Rheumatology
- Cardiology
- Biomarker Discovery
Background:
- Rheumatoid arthritis (RA) significantly increases cardiovascular (CV) disease risk, a leading cause of mortality.
- Improved CV risk stratification in RA is crucial for effective preventative strategies and better patient outcomes.
Purpose of the Study:
- To evaluate whether specific biomarkers, when added to clinical risk factors, improve the prediction of CV events in rheumatoid arthritis patients.
- To assess the performance of novel risk models using biomarkers like high-sensitivity cardiac troponin T (hsTnT) and soluble TNF receptor 1 (sTNFR1).
Main Methods:
- A nested case-control study was conducted using an external cohort of RA patients.
- Biomarkers including hsTnT and sTNFR1 were assessed at cohort entry and analyzed using conditional logistic regression.
- Model prediction was evaluated using the area under the curve (AUC) and net reclassification index (NRI).
Main Results:
- LASSO regression identified hsTnT and sTNFR1 as significantly associated with CV events in RA patients.
- The AUC increased from 0.758 (clinical factors alone) to 0.802 after adding hsTnT and sTNFR1.
- A net reclassification index (NRI) of 16.3% indicated improved risk prediction, particularly in patients without CV events during follow-up.
Conclusions:
- Selected biomarkers (hsTnT, sTNFR1) enhance the discrimination of models predicting CV events in RA patients.
- These enhanced risk models demonstrate potential for improving clinical decision-making regarding preventative care in RA.
- Prospective validation is recommended to confirm the clinical utility of these biomarker-enhanced risk models.
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