An accurate risk score based on anthropometric, dietary, and lifestyle factors to predict the development of type 2 diabetes

被引:309
作者
Schulze, Matthias B.
Hoffmann, Kurt
Boeing, Heiner
Linseisen, Jakob
Rohrmann, Sabine
Moehlig, Matthias
Pfeiffer, Andreas F. H.
Spranger, Joachim
Thamer, Claus
Haering, Hans-Ulrich
Fritsche, Andreas
Joost, Hans-Georg
机构
[1] German Inst Human Nutr Potsdam Rehbrucke, Dept Epidemiol, D-14558 Nuthetal, Germany
[2] German Canc Res Ctr, Div Clin Epidemiol, D-6900 Heidelberg, Germany
[3] German Inst Human Nutr Potsdam Rehbrucke, Dept Clin Nutr, Nuthetal, Germany
[4] Charite Univ Med Berlin, Dept Endocrinol Diabet & Nutr, Berlin, Germany
[5] Univ Tubingen, Dept Internal Med 4, D-72074 Tubingen, Germany
[6] German Inst Human Nutr Potsdam Rehbrucke, Dept Pharmacol, Nuthetal, Germany
关键词
D O I
10.2337/dc06-2089
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
OBJECTIVE - We aimed to develop a precise risk score for the screening of large populations for individuals at high risk of developing type 2 diabetes based on noninvasive measurements of major risk factors in German study populations. RESEARCH DESIGN AND METHODS - A prospective cohort study (European Prospective Investigation into Cancer and Nutrition [EPIC]-Potsdam study) of 9,729 men and 15,438 women aged 35-65 years was used to derive a risk score predicting incident type 2 diabetes. Multivariate Cox regression model coefficients were used to weigh each variable in the. calculation of the score. Data from the EPIC-Heidelberg, the Tubingen Family Study for Type 2 Diabetes (T F), and the Metabolic Syndrome Berlin Potsdam (MeSyBePo) study were used to validate this score. RESULTS - information on age, waist circumference, height, history of hypertension, physical activity, smoking, and consumption of red meat, whole-grain bread, coffee, and alcohol formed the German Diabetes Risk Score (mean 446 points [range 118-983]). The probability of developing diabetes within 5 years in the EPIC-Potsdam study increased from 0.3% for 300 to 23.2% for 750 score points. The area under the receiver-operator characteristic (ROC) curve was 0.84 in the EPIC-Potsdam and 0.82 in the EPIC-Heidelberg studies. Correlation coefficients between the German Diabetes Risk Score and insulin sensitivity in nondiabetic individuals were -0.56 in the TUF and -0.45 in the MeSyBePo studies. ROC values for undiagnosed diabetes were 0.83 in the TUF and 0.75 in the MeSyBePo studies. CONCLUSIONS - The German Diabetes Risk Score (available at www.dife.de) is an accurate tool to identify individuals at high risk for or with undiagnosed type 2 diabetes.
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收藏
页码:510 / 515
页数:6
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