4.7 Article

10-Year Coronary Heart Disease Risk Prediction Using Coronary Artery Calcium and Traditional Risk Factors Derivation in the MESA (Multi-Ethnic Study of Atherosclerosis) With Validation in the HNR (Heinz Nixdorf Recall) Study and the DHS (Dallas Heart Study)

期刊

JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY
卷 66, 期 15, 页码 1643-1653

出版社

ELSEVIER SCIENCE INC
DOI: 10.1016/j.jacc.2015.08.035

关键词

atherosclerosis; coronary disease; epidemiology; risk prediction

资金

  1. National Heart, Lung, and Blood Institute [R01 HL 103729-01A1, N01-HC-95159, N01-HC-95160, N01-HC-95161, N01-HC-95162, N01-HC-95163, N01-HC-95164, N01-HC-95165, N01-HC-95166, N01-HC-95167, N01-HC-95168, N01-HC-95169]
  2. National Center for Research Resources [UL1-TR-000040, UL1 TR 001079, UL1-RR-025005]
  3. private Heinz Nixdorf Foundation
  4. German Ministry of Education and Science
  5. Donald W. Reynolds Foundation
  6. National Center for Advancing Translational Sciences of the National Institutes of Health [UL1TR001105]
  7. American Heart Association
  8. GE

向作者/读者索取更多资源

BACKGROUND Several studies have demonstrated the tremendous potential of using coronary artery calcium (CAC) in addition to traditional risk factors for coronary heart disease (CHD) risk prediction. However, to date, no risk score incorporating CAC has been developed. OBJECTIVES The goal of this study was to derive and validate a novel risk score to estimate 10-year CHD risk using CAC and traditional risk factors. METHODS Algorithm development was conducted in the MESA (Multi-Ethnic Study of Atherosclerosis), a prospective community-based cohort study of 6,814 participants age 45 to 84 years, who were free of clinical heart disease at baseline and followed for 10 years. MESA is sex balanced and included 39% non-Hispanic whites, 12% Chinese Americans, 28% African Americans, and 22% Hispanic Americans. External validation was conducted in the HNR (Heinz Nixdorf Recall Study) and the DHS (Dallas Heart Study). RESULTS Inclusion of CAC in the MESA risk score offered significant improvements in risk prediction (C-statistic 0.80vs. 0.75; p < 0.0001). External validation in both the HNR and DHS studies provided evidence of very good discrimination and calibration. Harrell's C-statistic was 0.779 in HNR and 0.816 in DHS. Additionally, the difference in estimated 10-year risk between events and nonevents was approximately 8% to 9%, indicating excellent discrimination. Mean calibration, or calibration-in-the large, was excellent for both studies, with average predicted 10-year risk with in one-half of a percent of the observedevent rate. CONCLUSIONS An accurate estimate of 10-year CHD risk can be obtained using traditional risk factors and CAC. The MESA risk score, which is available online on the MESA web site for easy use, can be used to aid clinicians when communicating risk to patients and when determining risk-based treatment strategies. (C) 2015 by the American College of Cardiology Foundation.

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