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Diabetes Publish Ahead of Print published online ahead of print March 30, 2007
DOI: 10.2337/db07-0078

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Original Research

Prevalence and Prognostic Impact of Subclinical Cardiovascular Disease in Individuals with the Metabolic Syndrome and Diabetes

Erik Ingelsson, MD, PhD1, Lisa M. Sullivan, PhD2, Joanne M. Murabito, MD, ScM1,3, Caroline S. Fox, MD1,4, Emelia J. Benjamin, MD, ScM1,5,6, Joseph F. Polak, MD, MPH7, James B. Meigs, MD, MPH8, Michelle J. Keyes, MA1,12, Christopher J. O'Donnell, MD, MPH1,9,10, Thomas J. Wang, MD1,10, Ralph B. D'Agostino, Sr., PhD1,12, Philip A. Wolf, MD1,11, and Ramachandran S. Vasan, MD1,5,6

1The Framingham Study, 73 Mt. Wayte Ave Suite 2, Framingham, MA
2Department of Biostatistics, Boston University, Boston, MA
3Section of General Internal Medicine, Boston University School of Medicine, Boston, MA
4The Division of Endocrinology, Diabetes, and Hypertension, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
5Department of Preventive Medicine, Boston University School of Medicine, Boston, MA
6Cardiology Section, Boston University School of Medicine, Boston, MA
7Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
8General Medicine Division, Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA
9The National Heart, Lung, and Blood Institute, Bethesda, MD
10Cardiology Division, Massachusetts General Hospital and Harvard Medical School, Boston, MA
11Departments of Neurology and Preventive Medicine and Epidemiology, Boston University School of Medicine, Boston, MA
12Department of Mathematics and Statistics, Boston University, Boston, MA

Correspondence: vasan{at}bu.edu

Objective.: Data are limited regarding prevalence and prognostic significance of subclinical cardiovascular disease (CVD) in individuals with metabolic syndrome (MetS).

Research Design and Methods.: We investigated prevalence of subclinical CVD in 1945 Framingham Offspring Study participants (mean age, 58 years; 59% women) using electrocardiography, echocardiography, carotid ultrasound, ankle-brachial blood pressure, and urinary albumin excretion. We evaluated prospectively the incidence of CVD associated with MetS and diabetes according to presence versus absence of subclinical disease.

Results.: Cross-sectionally, 51% of the 581 participants with MetS had subclinical disease in at least one test, a frequency higher than individuals without MetS (multivariable-adjusted odds ratio, 2.06; 95% confidence interval [CI], 1.67-2.55; p<0.0001). On follow-up (mean 7.2 years), 139 individuals developed overt CVD, including 59 with MetS (10.2%). Overall, MetS was associated with increased CVD risk (multivariable-adjusted hazards ratio [HR] 1.61, 95% CI 1.12-2.33). Participants with MetS and subclinical disease experienced increased risk of overt CVD (adjusted-HR 2.67, 95% CI 1.62-4.41, compared to those without MetS, diabetes or subclinical disease), whereas the association of MetS with CVD risk was attenuated in absence of subclinical disease (HR 1.59, 95% CI 0.87-2.90). A similar attenuation of CVD risk in absence of subclinical disease was observed also for diabetes. Subclinical disease was a significant predictor of overt CVD in participants without MetS or diabetes (HR 1.93, 95% CI 1.15-3.24).

Conclusions.: In our community-based sample, individuals with MetS have a high prevalence of subclinical atherosclerosis that likely contributes to the increased risk of overt CVD associated with the condition.



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