Development and Validation of a Total Coronary Heart Disease Risk Score in Type 2 Diabetes Mellitus
There are no validated risk scores for predicting coronary heart disease (CHD) in Chinese patients with type 2 diabetes mellitus. This study aimed to validate the UKPDS risk engine and, if indicated, develop CHD risk scores. A total of 7,067 patients without CHD at baseline were analyzed. Data were...
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Veröffentlicht in: | The American journal of cardiology 2008-03, Vol.101 (5), p.596-601 |
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Zusammenfassung: | There are no validated risk scores for predicting coronary heart disease (CHD) in Chinese patients with type 2 diabetes mellitus. This study aimed to validate the UKPDS risk engine and, if indicated, develop CHD risk scores. A total of 7,067 patients without CHD at baseline were analyzed. Data were randomly assigned to a training data set and a test data set. Cox models were used to develop risk scores to predict total CHD in the training data set. Calibration was assessed using the Hosmer-Lemeshow test, and discrimination was examined using the area under the receiver-operating characteristic curve in the test data set. During a median follow-up of 5.40 years, 4.97% of patients (n = 351) developed incident CHD. The UKPDS CHD risk engine overestimated the risk of CHD with suboptimal discrimination, and a new total CHD risk score was developed. The developed total CHD risk score was 0.0267 × age (years) − 0.3536 × sex (1 if female) + 0.4373 × current smoking status (1 if yes) + 0.0403 × duration of diabetes (years) − 0.4808 × Log10 (estimated glomerular filtration rate [ml/min/1.73 m2 ]) + 0.1232 × Log10 (1 + spot urinary albumin-creatinine ratio [mg/mmol]) + 0.2644 × non–high-density lipoprotein cholesterol (mmol/L). The 5-year probability of CHD = 1 − 0.9616EXP(0.9440 × [RISK SCORE − 0.7082]) . Predicted CHD probability was not significantly different from observed total CHD probability, and the adjusted area under the receiver-operating characteristic curve was 0.74 during 5 years of follow-up. In conclusion, the UKPDS CHD risk engine overestimated the risk of Chinese patients with type 2 diabetes mellitus and the newly developed total CHD risk score performed well in the test data set. External validations are required in other Chinese populations. |
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ISSN: | 0002-9149 1879-1913 |
DOI: | 10.1016/j.amjcard.2007.10.019 |