Prediction of Coronary Heart Disease Risk in a General, Pre-Diabetic, and Diabetic Population During 10 Years of Follow-up: Accuracy of the Framingham, SCORE, and UKPDS Risk Functions
Open Access
- 1 November 2009
- journal article
- Published by American Diabetes Association in Diabetes Care
- Vol. 32 (11) , 2094-2098
- https://doi.org/10.2337/dc09-0745
Abstract
To test the validity of the Framingham, Systematic Coronary Risk Evaluation (SCORE), and UK Prospective Diabetes Study (UKPDS) risk function in the prediction of risk of coronary heart disease (CHD) in populations with normal glucose tolerance (NGT), intermediate hyperglycemia, and type 2 diabetes. Calibration and discrimination of the three prediction models were tested using prospective data for 1,482 Caucasian men and women, 50-75 years of age, who participated in the Hoorn Study. All analyses were stratified by glucose status. During 10 years of follow-up, a total of 197 CHD events, of which 43 were fatal, were observed in this population, with the highest percentage of first CHD events in the diabetic group. The Framingham and UKPDS prediction models overestimated the risk of first CHD event in all glucose tolerance groups. Overall, the prediction models had a low to moderate discriminatory capacity. The SCORE risk function was the best predictor of fatal CHD events in the group with NGT (area under the receiver operating characteristic curve 0.79 [95% CI 0.70-0.87]), whereas the UKPDS performed better in the intermediate hyperglycemia group (0.84 [0.74-0.94]) in the estimation of fatal CHD risk. After exclusion of known diabetic patients, all prediction models had a higher discriminatory ability in the group with diabetes. The use of the Framingham function for prediction of the first CHD event is likely to overestimate an individual's absolute CHD risk. In CHD prevention, application of the SCORE and UKPDS functions might be useful in the absence of a more valid tool.Keywords
This publication has 22 references indexed in Scilit:
- Reduced 10-Year Risk of Coronary Heart Disease in Patients Who Participated in a Community-Based Diabetes Prevention ProgramDiabetes Care, 2009
- Effect of a Multifactorial Intervention on Mortality in Type 2 DiabetesNew England Journal of Medicine, 2008
- Framingham, SCORE, and DECODE Risk Equations Do Not Provide Reliable Cardiovascular Risk Estimates in Type 2 DiabetesDiabetes Care, 2007
- Predictive accuracy of the SCORE risk function for cardiovascular disease in clinical practice: a prospective evaluation of 44 649 Austrian men and womenEuropean Journal of Preventive Cardiology, 2005
- Predictive accuracy of the Framingham coronary risk score in British men: prospective cohort studyBMJ, 2003
- Estimation of ten-year risk of fatal cardiovascular disease in Europe: the SCORE projectPublished by Oxford University Press (OUP) ,2003
- The Framingham prediction rule is not valid in a European population of treated hypertensive patientsJournal Of Hypertension, 2002
- The UKPDS risk engine: a model for the risk of coronary heart disease in Type II diabetes (UKPDS 56)Clinical Science, 2001
- Prediction of Coronary Heart Disease Using Risk Factor CategoriesCirculation, 1998
- An updated coronary risk profile. A statement for health professionals.Circulation, 1991