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Utility of C-reactive protein for cardiovascular risk stratification across three age groups in subjects without
Mark Hamer1, Yoichi Chida, Emmanuel Stamatakis
1Department of Epidemiology and Public Health, University College London, London, United Kingdom. m.hamer@ucl.ac.uk
Insights
Conventional risk factors for cardiovascular disease (CVD) predict risk less effectively with advancing age. C-reactive protein (CRP) offers limited additional value for CVD risk stratification in older adults.
Area of Science:
- Cardiology
- Preventive Medicine
- Epidemiology
Background:
- The predictive utility of established cardiovascular disease (CVD) risk factors and novel markers like C-reactive protein (CRP) across different age groups is not well understood.
- Age-related changes in risk factor efficacy for CVD prediction require further investigation.
Purpose of the Study:
- To assess the discriminative ability of C-reactive protein (CRP) and the Framingham risk score for predicting cardiovascular disease (CVD) events in distinct age strata.
- To evaluate the incremental value of CRP in addition to conventional risk factors for CVD risk stratification across age groups.
Main Methods:
- Analysis of data from the Scottish Health Surveys (n=5,944) with an average follow-up of 7.1 years.
- Utilized Cox proportional hazards models and receiver operating characteristic (ROC) curves to assess predictive performance.
- Stratified analysis by age groups: young (35-50), middle (51-65), and older (>=65 years).
Main Results:
- The Framingham risk score demonstrated higher predictive accuracy for CVD events in younger (ROC 0.78) and middle-aged (ROC 0.72) participants compared to older adults (ROC 0.59).
- C-reactive protein (CRP) independently predicted CVD risk in middle-aged and older participants (HR 2.20 and 1.85, respectively) after adjusting for Framingham risk score.
- Adding CRP to the Framingham risk score model did not substantially improve CVD event prediction across any age group.
Conclusions:
- The predictive value of conventional risk factors for cardiovascular disease (CVD) diminishes with increasing age.
- C-reactive protein (CRP) has a limited additive role in stratifying CVD risk, particularly in older populations.
- The Framingham risk score algorithm is validated for primary care use in individuals under 65 years old.
Abstract:
The relative utility of conventional and novel risk factors in predicting cardiovascular disease (CVD) in relation to age remains unclear. We examined the discriminative ability of C-reactive protein (CRP) and Framingham risk score across young (35 to 50 years), middle (51 to 65 years), and older (> or =65 years) aged participants from the Scottish Health Surveys (n = 5,944, 44.5% men). CRP data and conventional risk factors were collected at baseline. During an average follow-up of 7.1 years, 308 CVD events (a composite of fatal and nonfatal events incorporating acute myocardial infarction, coronary artery bypass surgery, percutaneous coronary angioplasty, stroke, and heart failure) occurred. The log CRP/SD predicted the risk of CVD events in middle-age (hazard ratio 2.20, 95% confidence interval 1.34 to 3.61) and older (hazard ratio 1.85, 95% confidence interval 1.23 to 2.78) participants, after adjustment for the Framingham risk score. Using receiver operating characteristic (ROC) curves, the area under the curve for the Framingham risk factor model for predicting CVD events was greater in the younger (ROC 0.78) and middle-age (ROC 0.72) participants than in the older participants (ROC 0.59), although the discriminative ability was not substantially improved by adding the CRP data. In conclusion, our results have demonstrated the steadily decreasing predictive value of conventional risk factors with advancing age, although CRP has limited additive value for CVD risk stratification. Our results provide validation of the recently devised Framingham risk factor algorithm for use in primary care in participants <65 years old.
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