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Kidney disease, Framingham risk scores, and cardiac and mortality outcomes
Daniel E Weiner1, Hocine Tighiouart, John L Griffith
1Division of Nephrology, Tufts-New England Medical Center, Boston, Mass 02111, USA. dweiner@tufts-nemc.org
Insights
Chronic kidney disease (CKD) independently predicts cardiac and mortality events, especially in African Americans. However, CKD does not enhance the predictive accuracy of the Framingham risk score for coronary heart disease.
Area of Science:
- Cardiovascular epidemiology
- Nephrology
- Public health
Background:
- The Framingham equations are established tools for predicting coronary heart disease (CHD) events.
- The impact of chronic kidney disease (CKD) on the performance of these equations is not well understood.
Purpose of the Study:
- To assess how chronic kidney disease (CKD) influences the predictive accuracy of the Framingham risk score for coronary heart disease (CHD) and mortality.
- To determine the independent contribution of CKD to cardiovascular and mortality risk.
Main Methods:
- Analysis of 15,717 individuals aged 45-74 without prior cardiovascular disease from the Atherosclerosis Risk in Communities and Cardiovascular Health Studies.
- Sex- and race-specific Cox models were used to evaluate 5-year risks, absolute risk attributable to CKD, and model discrimination.
Main Results:
- CKD was present in 4.8% of subjects and independently predicted cardiac and mortality events in most subgroups.
- CKD significantly increased cardiac and mortality event rates, particularly in African American men and women.
- The Framingham risk score's discrimination for mortality improved only in white men and African American women when CKD was considered.
Conclusions:
- Chronic kidney disease is a significant independent predictor of cardiac and mortality events in a general population, with a pronounced effect in African Americans.
- The Framingham equations' ability to discriminate risk is not substantially improved by including chronic kidney disease status.
Background:
The Framingham equations were developed to predict incident coronary heart disease. It remains unknown how the presence of chronic kidney disease affects their performance.
Methods:
Individuals without preexisting cardiovascular disease aged 45 to 74 years from the Atherosclerosis Risk in Communities and Cardiovascular Health Studies were analyzed. Using sex- and race-specific Cox models, we evaluated the 5-year risk of coronary heart disease and mortality events associated with both chronic kidney disease and Framingham risk score, the absolute risk of events caused by kidney disease, and model discrimination.
Results:
Among 15,717 subjects, 756 (4.8%) had kidney disease. The Framingham risk score independently predicted cardiac and mortality events in all subgroups, whereas kidney disease predicted events in all subgroups except cardiac events in white women. After adjustment for traditional risk factors, the increase in cardiac and mortality events per 1000 person-years attributable to kidney disease was 4.3 and 13.7 for white men, 16.1 and 40.5 for African American men, 1.2 and 5.8 for white women, and 13.6 and 14.2 for African American women, respectively. This represented an additional 17,000 and 12,000 cardiac events and 63,000 and 19,000 deaths per year among whites and African Americans, respectively. Mortality rates attributable to kidney disease, diabetes, and smoking were comparable. Accounting for kidney disease improved discrimination for only mortality outcomes in white men and African American women.
Conclusions:
Chronic kidney disease in a community-based population is an important predictor of cardiac and mortality events, particularly in African Americans, but it does not improve discrimination of Framingham equations.
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