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

  1. Erik Ingelsson1,
  2. Lisa M. Sullivan2,
  3. Joanne M. Murabito13,
  4. Caroline S. Fox14,
  5. Emelia J. Benjamin156,
  6. Joseph F. Polak7,
  7. James B. Meigs8,
  8. Michelle J. Keyes19,
  9. Christopher J. O'Donnell11011,
  10. Thomas J. Wang110,
  11. Ralph B. D'Agostino, Sr.19,
  12. Philip A. Wolf112 and
  13. Ramachandran S. Vasan156
  1. 1National Heart, Lung, and Blood Institute's Framingham Study, Framingham, Massachusetts
  2. 2Department of Biostatistics, Boston University, Boston, Massachusetts
  3. 3Section of General Internal Medicine, Boston University School of Medicine, Boston, Massachusetts
  4. 4Division of Endocrinology, Diabetes, and Hypertension, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
  5. 5Department of Preventive Medicine, Boston University School of Medicine, Boston, Massachusetts
  6. 6Cardiology Section, Boston University School of Medicine, Boston, Massachusetts
  7. 7New England Medical Center, Tuft's University, Boston, Massachusetts
  8. 8General Medicine Division, Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
  9. 9Department of Mathematics and Statistics, Boston University, Boston, Massachusetts
  10. 10Cardiology Division, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
  11. 11National Heart, Lung, and Blood Institute, Center for Population Studies, Bethesda, Maryland
  12. 12Departments of Neurology and Preventive Medicine and Epidemiology, Boston University School of Medicine, Boston, Massachusetts
  1. Address correspondence and reprint requests to Ramachandran S. Vasan, MD, FACC, Framingham Heart Study, 73 Mount Wayte Ave., Suite 2, Framingham, MA 01702-5803. E-mail: vasan{at}bu.edu

Abstract

Data are limited regarding prevalence and prognostic significance of subclinical cardiovascular disease (CVD) in individuals with metabolic syndrome (MetS). We investigated prevalence of subclinical CVD in 1,945 Framingham Offspring Study participants (mean age 58 years; 59% women) using electrocardiography, echocardiography, carotid ultrasound, ankle-brachial blood pressure, and urinary albumin excretion. We prospectively evaluated the incidence of CVD associated with MetS and diabetes according to presence versus absence of subclinical disease. Cross-sectionally, 51% of 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% 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 (2.67 [1.62–4.41] compared with 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 (1.93 [1.15–3.24]). 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.

Footnotes

  • Published ahead of print at http://diabetes.diabetesjournals.org on 30 March 2007. DOI: 10.2337/db07-0078.

    Additional information for this article can be found in an online appendix at http://dx.doi.org/10.2337/db07-0078.

    The costs of publication of this article were defrayed in part by the payment of page charges. This article must therefore be hereby marked “advertisement” in accordance with 18 U.S.C. Section 1734 solely to indicate this fact.

    • Accepted March 1, 2007.
    • Received January 17, 2007.
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