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External validation of a multi-biomarker-based score for predicting risk of cardiovascular disease in patients with
Eric H Sasso1,2, Brent Mabey2, Darl D Flake2
1Medical and Scientific Affairs, Crescendo Bioscience, South San Francisco, CA, United States of America.
This study externally validated a multi-biomarker disease activity (MBDA) score for predicting cardiovascular disease (CVD) risk in rheumatoid arthritis (RA) patients. The MBDA-based CVD risk score proved effective in a younger RA cohort, adding significant predictive value beyond clinical factors.
Area of Science:
- Rheumatology
- Cardiology
- Biomarker Discovery
Background:
- Rheumatoid arthritis (RA) patients face elevated cardiovascular disease (CVD) risk.
- A multi-biomarker disease activity (MBDA) score was previously developed to predict 3-year CVD risk in RA.
- External validation in a younger RA cohort is necessary.
Purpose of the Study:
- To externally validate the MBDA-based CVD risk score in a younger, independent rheumatoid arthritis cohort.
- To assess the score's predictive performance for myocardial infarction, stroke, or CVD death.
- To determine if the MBDA score adds predictive value to existing clinical risk factors.
Main Methods:
- A cohort of RA patients aged ≥18 years was created by linking claims data to MBDA test results.
- Univariable and multivariable Cox proportional hazards regression models were used to analyze CVD event prediction.
- Hazard ratios (HR) were calculated for the MBDA-based CVD risk score and its incremental value.
Main Results:
- The MBDA-based CVD risk score significantly predicted 3-year CVD events in 49,028 RA patients (HR=3.99, p=5.0x10^-95).
- The score's predictive significance was consistent across various subgroups (age, comorbidities, disease activity, drug use).
- The MBDA score significantly improved prediction when added to clinical data (hypertension, diabetes, smoking, CVD history, age, sex, CRP) (HR=2.27, p=1.7x10^-7).
Conclusions:
- The MBDA-based CVD risk score is externally validated in a younger RA cohort.
- The score demonstrates robust predictive capability for CVD events in RA patients.
- This validated score can enhance cardiovascular risk assessment in rheumatoid arthritis management.
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