Elsevier

Atherosclerosis

Volume 197, Issue 1, March 2008, Pages 392-399
Atherosclerosis

Inflammation, the metabolic syndrome, and risk of coronary heart disease in women and men

https://doi.org/10.1016/j.atherosclerosis.2007.06.022Get rights and content

Abstract

Objective

This study examined whether inflammation adds to the prediction of coronary heart disease (CHD) beyond metabolic syndrome (MetS), and whether these associations differ between sexes.

Methods and results

Among 30,111 women from the Nurses’ Health Study and 16,695 men from the Health Professionals Follow-up Study without prior cardiovascular disease, 249 women and 266 men developed non-fatal myocardial infarction or fatal CHD during 8 and 6 years of follow-up, respectively. Controls were selected 2:1 within each cohort matched on age, smoking, and date of blood draw. Subjects with MetS had a significantly increased relative risk (RR) of CHD compared to individuals without MetS, and this RR was significantly higher in women (3.01; 95%-CI 1.98–4.57) than in men (1.62; 95%-CI 1.13–2.33; p interaction = 0.03). Adjustment for most inflammatory markers did not substantially attenuate the risk estimates, although the association was no longer significant in men after adjustment for CRP. Vice versa, associations of inflammatory markers with CHD risk among women were no longer significant after further adjustment for MetS. Among men, CRP and sICAM remained significant predictors of CHD independent of MetS.

Conclusions

MetS is a stronger predictor of CHD in women than in men. Most inflammatory markers did not add appreciable information beyond MetS to predict CHD; only CRP and sICAM remained independently predictive of CHD among men. The basis for these sex-based differences warrants further study.

Introduction

The metabolic syndrome (MetS) is a concept that encompasses metabolic abnormalities that tend to coexist to a greater degree than would be expected by chance alone, and which predispose individuals to an elevated risk of developing cardiovascular disease (CVD) and type 2 diabetes [1]. The National Cholesterol Education Program (NCEP) and the American Heart Association (AHA) as well as the International Diabetes Federation (IDF) have proposed algorithms to define MetS [2], [3]. These definitions agree on the essential components of MetS, namely, glucose intolerance, obesity, hypertension, and dyslipidemia [2], [3]. Inflammation – particularly elevated CRP – is also related to MetS and a risk factor for CVD [4], [5], [6], [7], [8]. However, in none of the current definitions is inflammation considered as a criterion to define MetS [2], [3], [9]. Further, a recent study suggested that the associations of CRP with factors that currently define MetS are not causal [10]. Nevertheless, results from the West of Scotland Coronary Prevention Study (WOSCOPS), the Women's Health Study (WHS), and the Framingham Offspring Study suggest that CRP is a significant predictor of coronary heart disease (CHD) even after controlling for MetS [11], [12], [13]; however, controversy remains about the magnitude of information that CRP may add for CHD prediction beyond MetS. Further, only the Framingham report included men and women, thus allowing comparisons between both sexes [13]. The aim of our study was to examine whether inflammatory markers add to the prediction of CHD beyond MetS in nested case control studies from the Nurses’ Health Study (NHS) and the Health Professionals Follow-up Study (HPFS); two well-described cohort studies of women and men. Further, we examined whether these associations differ between women and men.

Section snippets

Study population

The NHS and the HPFS are prospective cohort investigations among 121,700 female US registered nurses aged 30–55 years at baseline in 1976 (NHS) and 51,529 US male health professionals, aged 40–75 years at baseline in 1986 (HPFS). Details on the methods to assess health and disease information, risk factors, biomarkers, and incident CHD in these cohorts have been published in detail elsewhere [6], [14]. Between 1989 and 1990, a blood sample was requested from all participants in the NHS, and

Results

Mean age at baseline (time of blood draw) was 60.5 ± 6.5 years (range, 43.2–69.6 years) for women and 65.2 ± 8.3 years (46.6–80.8) for men. Women and men who developed CHD were more likely to have a higher number of metabolic abnormalities, and, consequently, were more likely to have MetS at baseline (Table 1). The prevalence of MetS among women was 40.6% in cases and 18.1% in controls (p < 0.0001), while among men it was 27.1% in cases and 17.9% in controls (p = 0.003). When individuals with diabetes

Discussion

In these two nested case control studies we found that women and men with MetS had significantly higher inflammatory marker levels and a significantly increased RR of CHD compared to subjects without MetS. The RR of CHD related to MetS was significantly higher in women than in men. The association between MetS and risk of CHD was independent of the levels of most inflammatory markers, although in men the association was no longer statistically significant after adjustment for CRP levels. Most

Conflict of interest

Measurement of inflammatory markers was partly supported by a grant from Merck & Co., Inc. (West Point, PA). Dr. Manson is listed as a coinventor of a patent filed by Brigham and Women's Hospital related to inflammatory markers and diabetes mellitus. Dr. Girman is an employee of Merck & Co., Inc, which manufactures or is developing pharmaceutical products for the treatment of cardiovascular disease and diabetes.

Acknowledgments

The study was funded by the National Institutes of Health (HL35464, CA55075, AA11181, HL34594) and partially funded by Merck Research Laboratories for laboratory assays. We would like to thank Alan Paciorek, Helena Ellis, and Jeanne Sparrow for coordinating sample collection and laboratory management, Barbara Egan and Lisa Dunn for assistance with outcome follow-up, and Lydia Liu for programming review.

References (36)

  • P. Dandona et al.

    Metabolic syndrome: a comprehensive perspective based on interactions between obesity, diabetes, and inflammation

    Circulation

    (2005)
  • Executive summary of the third report of the National Cholesterol Education Program (NCEP) expert panel on detection,...
  • N. Sattar et al.

    Metabolic syndrome with and without C-reactive protein as a predictor of coronary heart disease and diabetes in the West of Scotland Coronary Prevention Study

    Circulation

    (2003)
  • P.M. Ridker et al.

    C-reactive protein, the metabolic syndrome, and risk of incident cardiovascular events: an 8-year follow-up of 14 719 initially healthy American women

    Circulation

    (2003)
  • M.K. Rutter et al.

    C-reactive protein, the metabolic syndrome, and prediction of cardiovascular events in the Framingham Offspring Study

    Circulation

    (2004)
  • T. Pischon et al.

    Plasma adiponectin levels and risk of myocardial infarction in men

    JAMA

    (2004)
  • R.L. Prentice et al.

    Retrospective studies and failure time models

    Biometrika

    (1978)
  • J.K. Pai et al.

    Stability of novel plasma markers associated with cardiovascular disease: processing within 36 h of specimen collection

    Clin Chem

    (2002)
  • Cited by (95)

    • The adiponectin signalling pathway - A therapeutic target for the cardiac complications of type 2 diabetes?

      2022, Pharmacology and Therapeutics
      Citation Excerpt :

      However, circulating adiponectin in both men and women with diabetes is reportedly lower than their non-diabetic counterparts, with further subgroup analyses based on CAD diagnosis revealing that diabetic men and women with CAD exhibit further depletion in plasma adiponectin levels (Hotta et al., 2000). Metabolic syndrome increases the risk of heart disease in both men and women, however it has a greater impact in terms of CVD, LV dysfunction and hypertrophy in women (Pischon et al., 2008), and low serum adiponectin levels are associated with a higher risk of metabolic disease in women (Eglit et al., 2013). The cause for the reduced circulating adiponectin levels in obesity and T2D is still unknown.

    • Association of metabolic syndrome with testosterone and inflammation in men

      2015, Annales d'Endocrinologie
      Citation Excerpt :

      However, in the current guidelines inflammation is not considered as a criterion to define MS [13,23]. Metabolic syndrome is associated with elevated levels of hs-CRP, which is an inflammatory marker and is a stronger predictor of CAD [24]. According to our study, elevated hs-CRP is found to be a significant independent predictor of MS [25], suggesting chronic inflammation associated with MS [26].

    • Plasma fatty acid composition, estimated desaturase activities, and their relation with the metabolic syndrome in a population at high risk of cardiovascular disease

      2014, Clinical Nutrition
      Citation Excerpt :

      We found that only in the presence of the MetS women present a more proatherogenic FA and lipid profile than men. These results are in agreement with several studies that have shown that the effects of the MetS on CVD,29 and all-cause mortality30 are stronger in women than in men. The main limitation of our study is its cross-sectional nature.

    View all citing articles on Scopus
    View full text