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Differences in absolute risk of cardiovascular events using risk-refinement tests: a systematic analysis of four
Emil M deGoma1, Richard L Dunbar, Douglas Jacoby
1Division of Cardiovascular Medicine, Perelman School of Medicine, University of Pennsylvania, PA, USA. emil.deGoma@uphs.upenn.edu
Insights
Cardiovascular risk assessment using C-reactive protein (CRP), carotid intima-media thickness (CIMT), and coronary artery calcium (CAC) thresholds can significantly alter absolute risk calculations. Coronary artery calcium (CAC) showed the greatest impact on absolute risk predictions.
Area of Science:
- Cardiology
- Preventive Medicine
- Medical Diagnostics
Background:
- Current cardiovascular risk assessment guidelines utilize C-reactive protein (CRP), carotid intima-media thickness (CIMT), and coronary artery calcium (CAC) in select populations.
- Thresholds for higher and lower cardiovascular risk are defined for these tests, but their impact on absolute global risk is not fully understood.
Purpose of the Study:
- To evaluate the effect of established risk thresholds for CRP, CIMT, and CAC on absolute cardiovascular risk estimates.
- To compare the impact of these risk refinement tests when incorporated into different validated risk prediction equations.
Main Methods:
- Systematic permutation of risk factors to generate 10-year risk estimates using Framingham, MESA, ARIC, and Reynolds risk scores.
- Defined low, high, and very-high risk values for CAC (Agatston units), CIMT (percentiles), and hsCRP (mg/L).
Main Results:
- Incorporating coronary artery calcium (CAC) values into the MESA risk score led to more substantial changes in absolute risk compared to the Framingham risk score.
- The impact of CAC on absolute risk was greater than that of CIMT or hsCRP when using ARIC or Reynolds risk scores.
Conclusions:
- Designated low, high, and very-high risk values for CAC, CIMT, and hsCRP result in significantly different absolute cardiovascular risk levels when applied within validated risk equations.
- Calculating absolute cardiovascular risk using validated risk equations is recommended over relying solely on risk-marker thresholds derived from relative risk estimates.
Background:
Current cardiovascular risk assessment guidelines incorporate judicious use of C-reactive protein (CRP), carotid intima-media thickness (CIMT), and coronary artery calcium (CAC) in selected populations and describe threshold levels for higher and lower cardiovascular risk for each of the three risk refinement tests. However, the effect of these suggested thresholds of relative risk on absolute global risk remains uncertain.
Methods:
Systematic permutation of risk factors provided 10-year risk estimates using the Framingham risk score, equations derived from the Multi-Ethnic Study of Atherosclerosis (MESA) and the Atherosclerosis Risk in Communities (ARIC) study, and the Reynolds risk score. Low-, high-, and very-high-risk values of CAC, CIMT, and hsCRP were defined as: 0, 100, 400 Agatston units; 25th percentile without plaque, 75th percentile without plaque, 75th percentile with plaque; and 1.0, 3.0, 7.0 mg/L.
Results:
Incorporation of low-, high-, and very-high-risk CAC values using the MESA risk score resulted in greater changes in absolute risk from the Framingham risk score than the addition of either CIMT or hsCRP values using the ARIC or Reynolds risk scores.
Conclusions:
Although certain values of CAC, CIMT, and hsCRP have been similarly designated as low, high, or very-high risk, incorporation of these thresholds into validated risk equations yielded substantially different levels of absolute cardiovascular risk. Use of available risk equations may be advisable to calculate absolute risk rather than relying on risk-marker thresholds derived from relative risk estimates.
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