1. Prediction of Type 2 Diabetes Mellitus With Alternative Definitions of the Metabolic Syndrome
- Author
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Kenneth C. Williams, Ralph B. D'Agostino, Andrew J. Karter, Lynne E. Wagenknecht, Steven M. Haffner, Anthony J.G. Hanley, and Andreas Festa
- Subjects
Adult ,medicine.medical_specialty ,medicine.medical_treatment ,Type 2 diabetes ,Impaired glucose tolerance ,Insulin resistance ,Physiology (medical) ,Internal medicine ,Diabetes mellitus ,Glucose Intolerance ,medicine ,Humans ,National Cholesterol Education Program ,Aged ,Inflammation ,Metabolic Syndrome ,business.industry ,Insulin ,Type 2 Diabetes Mellitus ,Middle Aged ,Prognosis ,medicine.disease ,Endocrinology ,Diabetes Mellitus, Type 2 ,Insulin Resistance ,Metabolic syndrome ,Cardiology and Cardiovascular Medicine ,business ,Follow-Up Studies ,Forecasting - Abstract
Background— In addition to predicting cardiovascular disease (CVD) morbidity and mortality, the metabolic syndrome is strongly associated with the development of type 2 diabetes mellitus (DM), itself an important risk factor for CVD. Our objective was to compare the ability of various metabolic syndrome criteria (including those recently proposed by the International Diabetes Federation), markers of insulin resistance (IR) and inflammation, and impaired glucose tolerance (IGT) in the prediction of DM and to determine whether various proposed modifications to the National Cholesterol Education program (NCEP) metabolic syndrome definition improved predictive ability. Methods and Results— We examined 822 subjects in the Insulin Resistance Atherosclerosis Study aged 40 to 69 years who were nondiabetic at baseline. After 5.2 years, 148 individuals had developed DM. IGT, metabolic syndrome definitions, and IR markers all significantly predicted DM, with odds ratios ranging from 3.4 to 5.4 (all P P >0.05). Similarly, although IR and inflammation variables were significantly associated with incident DM when included in multivariate models with NCEP-defined metabolic syndrome (all P P >0.05). Conclusions— The International Diabetes Federation and NCEP metabolic syndrome definitions predicted DM at least as well as the World Health Organization definition, despite not requiring the use of oral glucose tolerance testing or measures of IR or microalbuminuria. Modifications or additions to the NCEP metabolic syndrome definition had limited impact on the prediction of DM.
- Published
- 2005
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