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Abdominal obesity and the spectrum of global cardiometabolic risks in US adults

Abstract

Objective:

To compare the association of obesity and abdominal obesity with cardiometabolic risk factor burden and global estimated coronary heart disease (CHD) risk among multiethnic US adults.

Design:

Cross-sectional, survey study.

Subjects:

A total of 4456 participants (representing 194.9 million adults) aged 20–79 years in the 2003–2004 National Health and Nutrition Examination Survey (NHANES).

Measurements:

Body mass index (BMI) and waist circumference (WC) measures, CHD risk factors and a 10-year estimated CHD risk based on Framingham algorithms. Obesity was defined as a BMI 30 kg/m2 and abdominal obesity as a WC >88 cm in women and >102 cm in men. High CHD risk status included diabetes, cardiovascular disease (CVD) or a 10-year Framingham risk score of >20%.

Results:

Overall, abdominal obesity was present in 42.3% of men and 62.5% of women and in 53.6% of whites, 56.9% of blacks and 50.5% of Hispanics (P<0.001 between gender and ethnicity). However, using International Diabetes Federation (IDF)-recommended WC cut points for Hispanics, the prevalence of abdominal obesity was 78.3%. Mean levels of low-density lipoprotein cholesterol (LDL-C), systolic and diastolic blood pressure, fasting glucose and C-reactive protein increased, and high-density lipoprotein cholesterol (HDL-C) decreased (P<0.001) according to BMI and WC categories, although these associations were attenuated in blacks for blood pressure, LDL-C, HDL-C and triglycerides. Of those with high WC, 25–35% had 3 cardiometabolic risk factors. High CHD risk among those with high WC was most common in men (27.9%) and non-Hispanic whites (23.9%). Persons with a high vs normal WC, adjusted for age, gender, ethnicity and BMI were more likely to have 3 cardiometabolic risk factors (odds ratio (OR)=5.1, 95% confidence interval (CI)=3.9–6.6) and were classified as high CHD risk (OR=1.5, 95% CI=1.1–2.0).

Conclusion:

The association of abdominal obesity with risk factors varies by ethnicity and is independently associated with high CHD risk status, further validating its clinical significance.

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References

  1. McCowen KC, Blackburn GL . Obesity and weight control. In: Wong ND, Black HR, Gardin JM (eds). Preventive Cardiology. McGraw Hill: New York, 2005, pp 233–255.

    Google Scholar 

  2. National Institutes of Health. Clinical guidelines on the identification, evaluation, and treatment of overweight and obesity in adults—the evidence report. Obesity Res 1998; 6 (Suppl 2): 51S–209S.

    Google Scholar 

  3. Li C, Ford ES, McGuire LC, Mokdad AH . Increasing trends in waist circumference and abdominal obesity among US adults. Obesity 2007; 15: 216–224.

    Article  Google Scholar 

  4. Alberti KG, Zimmet P, Shaw J . Metabolic syndrome—a new world-wide definition. A Consensus Statement from the International Diabetes Federation. Diabet Med 2006; 23: 469–480.

    Article  CAS  Google Scholar 

  5. NHANES 1999–2000 Laboratory/Medical Technologists Procedures Manual.

  6. Pearson TA, Mensah GA, Alexander RW, Anderson JL, Cannon III RO, Criqui M et al. AHA/CDC scientific statement: markers of inflammation and cardiovascular disease: application to clinical and public health practice. A statement for healthcare professionals from the Centers for Disease Control and Prevention and the American Heart Association. Circulation 2003; 107: 499–511.

    Article  Google Scholar 

  7. Expert Panel on Detection, Evaluation, and Treatment of High Blood Cholesterol in Adults. Executive Summary of the Third Report of the National Cholesterol Education Program (NCEP) Expert Panel on Detection, Evaluation, and Treatment of High Blood Cholesterol in Adults (Adult Treatment Panel III). JAMA 2001; 285: 2486–2497.

    Article  Google Scholar 

  8. Mosca L, for the Expert Panel/Writing Group. Summary of the American Heart Association's Evidence-Based Guidelines for Cardiovascular Disease Prevention in Women. Arterioscler Thromb Vasc Biol 2004; 24: 394–396.

    Article  CAS  Google Scholar 

  9. Shah BV, Barnwell BG, Bieler GS . SUDAAN USERS’ Manual, release 7.5. Research Triangle Institute: Cary, NC, 1997.

    Google Scholar 

  10. SAS Procedures Guide. version 6.12. 3rd edn SAS Institute: Cary, NC, 1995.

  11. Reeder BA, Senthilsevan A, Despres JP, Angel A, Liu L, Wang H et al. The association of cardiovascular disease risk factors with abdominal obesity in Canada. Canadian Heart Health Surveys Research Group. CMAJ 1997; 157 (Suppl 1): S39–S45.

    PubMed  Google Scholar 

  12. Fox CS, Massaro JM, Hoffmann U, Pou KM, Maurovich-Horvat P, Liu CY et al. Abdominal visceral and subcutaneous adipose tissue compartments: association with metabolic risk factors in the Framingham Heart Study. Circulation 2007; 116: 39–48.

    Article  Google Scholar 

  13. Lee CD, Jacobs Jr DR, Schreiner PJ, Iribarren C, Hankinson A . Abdominal obesity and coronary artery calcification in young adults: the Coronary Artery Risk Devleopment in Young Adults (CARDIA) Study. Am J Clin Nutr 2007; 86: 48–54.

    Article  CAS  Google Scholar 

  14. Lakka HM, Lakka TA, Tuomilehto J, Salonen JT . Abdominal obesity is associated with increased risk of acute coronary event sin men. Eur Heart J 2002; 23: 706–713.

    Article  Google Scholar 

  15. Batty GD, Shipley MJ, Jarrett RJ, Breeze E, Marmot MG, Davey Smith G . Obesity and overweight in relation to disease-specific mortality in men with and without existing coronary heart disease in London: the original Whitehall study. Heart 2006; 92: 886–892.

    Article  CAS  Google Scholar 

  16. Adams KF, Schatzkin A, Harris TB, Kipnis V, Mouw T, Ballard-Barbash R et al. Overweight, obesity, and mortality in a large prospective cohort of persons 50–71 years old. N Engl J Med 2006; 355: 763–778.

    Article  CAS  Google Scholar 

  17. Flegal KM, Graubard BI, Williamson DF, Gail MH . Cause-specific excess deaths associated with underweight, overweight, and obesity. JAMA 2007; 298: 2028–2037.

    Article  CAS  Google Scholar 

Download references

Acknowledgements

This study was supported by a contract from Merck & Co. Inc. to the University of California, Irvine. Dr Wong has received research funding from Merck & Co. Inc. and Pfizer Inc. through the University of California, Irvine and has served as a consultant for Merck & Co. Inc. and Novartis, and is on the speaker's bureau for Takeda Pharmaceuticals. Dr Sachin Kamal-Bahl is an employee with Merck & Co. Inc.

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Correspondence to N D Wong.

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Ghandehari, H., Le, V., Kamal-Bahl, S. et al. Abdominal obesity and the spectrum of global cardiometabolic risks in US adults. Int J Obes 33, 239–248 (2009). https://doi.org/10.1038/ijo.2008.252

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  • DOI: https://doi.org/10.1038/ijo.2008.252

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