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  Vol. 287 No. 3, January 16, 2002 TABLE OF CONTENTS
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Prevalence of the Metabolic Syndrome Among US Adults

Findings From the Third National Health and Nutrition Examination Survey

Earl S. Ford, MD,MPH; Wayne H. Giles, MD,MSc; William H. Dietz, MD,PhD

JAMA. 2002;287:356-359.

ABSTRACT

Context  The Third Report of the National Cholesterol Education Program Expert Panel on Detection, Evaluation, and Treatment of High Blood Cholesterol in Adults (ATP III) highlights the importance of treating patients with the metabolic syndrome to prevent cardiovascular disease. Limited information is available about the prevalence of the metabolic syndrome in the United States, however.

Objective  To estimate the prevalence of the metabolic syndrome in the United States as defined by the ATP III report.

Design, Setting, and Participants  Analysis of data on 8814 men and women aged 20 years or older from the Third National Health and Nutrition Examination Survey (1988-1994), a cross-sectional health survey of a nationally representative sample of the noninstitutionalized civilian US population.

Main Outcome Measures  Prevalence of the metabolic syndrome as defined by ATP III (>=3 of the following abnormalities): waist circumference greater than 102 cm in men and 88 cm in women; serum triglycerides level of at least 150 mg/dL (1.69 mmol/L); high-density lipoprotein cholesterol level of less than 40 mg/dL (1.04 mmol/L) in men and 50 mg/dL (1.29 mmol/L) in women; blood pressure of at least 130/85 mm Hg; or serum glucose level of at least 110 mg/dL (6.1 mmol/L).

Results  The unadjusted and age-adjusted prevalences of the metabolic syndrome were 21.8% and 23.7%, respectively. The prevalence increased from 6.7% among participants aged 20 through 29 years to 43.5% and 42.0% for participants aged 60 through 69 years and aged at least 70 years, respectively. Mexican Americans had the highest age-adjusted prevalence of the metabolic syndrome (31.9%). The age-adjusted prevalence was similar for men (24.0%) and women (23.4%). However, among African Americans, women had about a 57% higher prevalence than men did and among Mexican Americans, women had about a 26% higher prevalence than men did. Using 2000 census data, about 47 million US residents have the metabolic syndrome.

Conclusions  These results from a representative sample of US adults show that the metabolic syndrome is highly prevalent. The large numbers of US residents with the metabolic syndrome may have important implications for the health care sector.



INTRODUCTION
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People with the metabolic syndrome are at increased risk for developing diabetes mellitus1 and cardiovascular disease2 as well as increased mortality from cardiovascular disease and all causes.3 The recently released Third Report of the National Cholesterol Education Program Expert Panel on Detection, Evaluation, and Treatment of High Blood Cholesterol in Adults (Adult Treatment Panel III) (ATP III) draws attention to the importance of the metabolic syndrome and provides a working definition of this syndrome for the first time.4 The prevalence of the metabolic syndrome as defined by ATP III in the United States is unknown. Because the implications of the metabolic syndrome for health care are substantial, we sought to establish the prevalence of this condition.


METHODS
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Between 1988 and 1994, a representative sample of the civilian noninstitutionalized US population was recruited into the Third National Health and Nutrition Examination Survey (NHANES III) using a multistage, stratified sampling design.5-6 After an interview in the home, participants were invited to attend 1 of 3 examination sessions: morning, afternoon, or evening.

As detailed in the ATP III report, participants having 3 or more of the following criteria were defined as having the metabolic syndrome:

  1. Abdominal obesity: waist circumference >102 cm in men and >88 cm in women;
  2. Hypertriglyceridemia: >=150 mg/dL (1.69 mmol/L);
  3. Low high-density lipoprotein (HDL) cholesterol: <40 mg/dL (1.04 mmol/L) in men and <50 mg/dL (1.29 mmol/L) in women;
  4. High blood pressure: >=130/85 mm Hg;
  5. High fasting glucose: >=110 mg/dL (>=6.1 mmol/L).

We counted participants who reported currently using antihypertensive or antidiabetic medication (insulin or oral agents) as participants with high blood pressure or diabetes, respectively. Serum triglycerides were measured enzymatically after hydrolyzation to glycerol (Hitachi 704 Analyzer; Hitachi, Tokyo, Japan). High-density lipoprotein cholesterol was measured following the precipitation of other lipoproteins with a heparin-manganese chloride mixture (Hitachi 704 Analyzer). Serum glucose concentration was measured using an enzymatic reaction (Cobas Mira assay; Roche, Basel, Switzerland). Details about the laboratory procedures of all these tests are published elsewhere.6 Three blood pressure readings were obtained in the mobile examination center. The average of the second and third systolic and diastolic blood pressure readings were used in the analyses.

For men and nonpregnant women aged at least 20 years who attended the medical examination and who had fasted at least 8 hours, we calculated the prevalence of the metabolic syndrome by age, sex, and race or ethnicity (white, African American, Mexican American, other). We calculated estimates using the sampling weights so that the estimates are representative of the civilian noninstitutionalized US population. All analyses were done by using SUDAAN to obtain proper variance estimates because of the complex sampling design.7


RESULTS
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Among men, whites and Mexican Americans had the highest age-adjusted prevalences of abdominal obesity, hypertriglyceridemia, and low HDL cholesterol concentration (Table 1). African American men had the highest age-adjusted prevalence of hypertension, and Mexican American men had the highest age-adjusted prevalence of hyperglycemia. Among women, Mexican Americans and African Americans had the highest age-adjusted prevalence of abdominal obesity. African American women had the highest age-adjusted prevalence of high blood pressure, and Mexican American women had the highest age-adjusted prevalences of hypertriglyceridemia, low HDL cholesterol concentration, and hyperglycemia.


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Table 1. Age-Adjusted Prevalence of Individual Metabolic Abnormalities of the Metabolic Syndrome Among 8814 US Adults Aged >=20 Years, National Health and Nutrition Examination Survey III, 1988-1994*


Overall, the unadjusted and age-adjusted prevalences of the metabolic syndrome were 21.8% and 23.7%, respectively (Table 2). The prevalence increased from 6.7% among participants aged 20 through 29 years to 43.5% and 42.0% for participants aged 60 through 69 years and 70 years or older, respectively (Figure 1). The prevalence differed little among men (24.0%) and women (23.4%). It was highest among Mexican Americans (31.9%) and lowest among whites (23.8%), African Americans (21.6%), and people reporting an "other" race or ethnicity (20.3%). Among whites and participants of the other race or ethnic group, men and women had a similar prevalence of the metabolic syndrome (Figure 2). Among African Americans, women had about a 57% higher prevalence than men did. Among Mexican Americans, women had about a 26% higher prevalence than men did. Application of the age-specific prevalence rates to US census counts from 2000 suggests that 47 million US residents have the metabolic syndrome.


View this table:
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Table 2. Age-Adjusted Prevalence of 1 or More Abnormalities of the Metabolic Syndrome Among 8814 US Adults >=20 Years, National Health and Nutrition Examination Survey III, 1988-1994*




View larger version (30K):
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Figure 1. Age-Specific Prevalence of the Metabolic Syndrome Among 8814 US Adults Aged at Least 20 Years, by Sex, National Health and Nutrition Examination Survey III, 1988-1994

Data are presented as percentage (SE).




View larger version (63K):
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Figure 2. Age-Adjusted Prevalence of the Metabolic Syndrome Among 8814 US Adults Aged at Least 20 Years, by Sex and Race or Ethnicity, National Health and Nutrition Examination Survey III, 1988-1994

Data are presented as percentage (SE).



COMMENT
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Using ATP III's new definition, we estimate that approximately 22% of US adults (24% after age adjustment) have the metabolic syndrome. Previous estimates of the prevalence of the metabolic syndrome in the United States and Europe have differed because of differences in definitions and populations studied.2, 8-16 The unrelenting increase in the prevalence of obesity in the United States17 suggests that the current prevalence of the metabolic syndrome is now very likely higher than that estimated from 1988-1994 NHANES III data. Even if prevalence rates remained unchanged, the total number of people with the metabolic syndrome would have increased because of population growth during the 1990s.

Insulin resistance is thought to be an underlying feature of the metabolic syndrome.18 Genetic abnormalities, fetal malnutrition, and visceral adiposity may play roles in the pathophysiology of insulin resistance and the metabolic syndrome.19 Although insulin resistance among patients with the individual components of the metabolic syndrome is common, significant proportions of these patients do not have insulin resistance. Some studies have suggested that hypertension is not strongly linked to the metabolic syndrome.20

The cornerstones of treatment are the management of weight and ensuring appropriate levels of physical activity. Recent studies demonstrate that dietary modification and enhanced physical activity may delay or prevent the transition from impaired glucose tolerance to type 2 diabetes mellitus and provide relevant treatment paradigms for patients with the metabolic syndrome.21-23 While proper management of the individual abnormalities of this syndrome can reduce morbidity and mortality, it seems unlikely that management of the individual abnormalities of this syndrome provides better outcomes than a more integrated strategy.

Education and training will be critical to ensure that health care providers have the knowledge and skills necessary to properly treat patients with the metabolic syndrome. Lack of reimbursement for weight management and physical activity interventions constitutes a major barrier. Significant efforts are needed to close the gap between current and desirable practice patterns.

The high prevalence of this condition may also have serious implications for US health care costs. Thus, studies of the direct medical costs associated with the metabolic syndrome are urgently needed. Because the root causes of the metabolic syndrome for the overwhelming majority of patients are improper nutrition and inadequate physical activity, the high prevalence of this syndrome underscores the urgent need to develop comprehensive efforts directed at controlling the obesity epidemic and improving physical activity levels in the United States.


AUTHOR INFORMATION
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Author Contributions: Study concept and design: Ford, Giles.

Analysis and interpretation of data: Ford, Dietz.

Drafting of the manuscript: Ford, Dietz.

Critical revision of the manuscript for important intellectual content: Ford, Giles.

Statistical expertise: Ford, Giles.

Administrative, technical, or material support: Dietz.

Study supervision: Ford.

Corresponding Author and Reprints: Earl S. Ford, MD, MPH, Centers for Disease Control and Prevention, 1600 Clifton Rd NE, Mailstop E-17, Atlanta, GA 30333 (e-mail: esf2{at}cdc.gov).

Author Affiliations: Division of Nutrition and Physical Activity (Drs Ford and Dietz) and the Division of Adult and Community Health (Dr Giles), National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, Ga.


REFERENCES
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4. National Institutes of Health. Third Report of the National Cholesterol Education Program Expert Panel on Detection, Evaluation, and Treatment of High Blood Cholesterol in Adults (Adult Treatment Panel III). Bethesda, Md: National Institutes of Health; 2001. NIH Publication 01-3670.
5. Plan and operation of the Third National Health and Nutrition Examination Survey, 1988-94. Series I: programs and collection procedures. Vital Health Stat 1. 1994;(32):1-407.
6. Centers for Disease Control and Prevention. The Third National Health and Nutrition Examination Survey (NHANES III 1988-94) Reference Manuals and Reports [CD-ROM]. Bethesda, Md: National Center for Health Statistics; 1996.
7. Shah BV, Barnwell BG, Bieler GS. SUDAAN User's Manual, Version 7.5. Research Triangle Park, NC: Research Triangle Institute; 1997.
8. Rantala AO, Kauma H, Lilja M, Savolainen MJ, Reunanen A, Kesaniemi YA. Prevalence of the metabolic syndrome in drug-treated hypertensive patients and control subjects. J Intern Med. 1999;245:163-174. FULL TEXT | ISI | PUBMED
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10. Schmidt MI, Duncan BB, Watson RL, Sharrett AR, Brancati FL, Heiss G. A metabolic syndrome in whites and African-Americans: the Atherosclerosis Risk in Communities baseline study. Diabetes Care. 1996;19:414-418. ABSTRACT
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12. Meigs JB, D'Agostino Sr RB, Wilson PW, Cupples LA, Nathan DM, Singer DE. Risk variable clustering in the insulin resistance syndrome: the Framingham Offspring Study. Diabetes. 1997;46:1594-1600. ABSTRACT
13. Kannel WB. Risk stratification in hypertension: new insights from the Framingham Study. Am J Hypertens. 2000;13(1 pt 2):3S-10S.
14. Bonora E, Kiechl S, Willeit J, et al. Prevalence of insulin resistance in metabolic disorders: the Bruneck Study. Diabetes. 1998;47:1643-1649. ABSTRACT
15. Alberti KG, Zimmet PZ. Definition, diagnosis and classification of diabetes mellitus and its complications, part 1: diagnosis and classification of diabetes mellitus provisional report of a WHO consultation. Diabet Med. 1998;15:539-553. FULL TEXT | ISI | PUBMED
16. Hulthe J, Bokemark L, Wikstrand J, Fagerberg B. The metabolic syndrome, LDL particle size, and atherosclerosis: the Atherosclerosis and Insulin Resistance (AIR) study. Arterioscler Thromb Vasc Biol. 2000;20:2140-2147. FREE FULL TEXT
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18. Grundy SM. Hypertriglyceridemia, insulin resistance, and the metabolic syndrome. Am J Cardiol. 1999;83:25F-29F.
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21. Eriksson KF, Lindgarde F. Prevention of type 2 (non-insulin-dependent) diabetes mellitus by diet and physical exercise: the 6-year Malmo feasibility study. Diabetologia. 1991;34:891-898. FULL TEXT | ISI | PUBMED
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Arch Intern Med 2008;168:1568-1575.
ABSTRACT | FULL TEXT  

Relation between alanine aminotransferase concentrations and visceral fat accumulation among nondiabetic overweight Korean women
Song et al.
Am. J. Clin. Nutr. 2008;88:16-21.
ABSTRACT | FULL TEXT  

Ocular Vascular Thrombotic Events: Central Retinal Vein and Central Retinal Artery Occlusions
Glueck et al.
CLIN APPL THROMB HEMOST 2008;14:286-294.
ABSTRACT  

Interaction of Age With Lipoproteins as Predictors of Aortic Valve Calcification in the Multi-Ethnic Study of Atherosclerosis
Owens et al.
Arch Intern Med 2008;168:1200-1207.
ABSTRACT | FULL TEXT  

Independent associations between metabolic syndrome, diabetes mellitus and atherosclerosis: observations from the Dallas Heart Study
Chen et al.
Diabetes and Vascular Disease Research 2008;5:96-101.
ABSTRACT  

Physical Activity Belief Scales for Diabetes Risk: Development and Psychometric Testing
Blue et al.
Health Educ Behav 2008;35:316-331.
ABSTRACT  

Variants in the CD36 gene associate with the metabolic syndrome and high-density lipoprotein cholesterol
Love-Gregory et al.
Hum Mol Genet 2008;17:1695-1704.
ABSTRACT | FULL TEXT  

The Prevalence of Metabolic Syndrome Among US Women of Childbearing Age
Ramos and Olden
Am. J. Public Health 2008;98:1122-1127.
ABSTRACT | FULL TEXT  

Association Between Circulating Oxidized Low-Density Lipoprotein and Incidence of the Metabolic Syndrome
Holvoet et al.
JAMA 2008;299:2287-2293.
ABSTRACT | FULL TEXT  

Effects of allostatic load on the social gradient in ischaemic heart disease and periodontal disease: evidence from the Third National Health and Nutrition Examination Survey
Sabbah et al.
J. Epidemiol. Community Health 2008;62:415-420.
ABSTRACT | FULL TEXT  

Prevalence of Metabolic Syndrome in Patients With Clinically Advanced Peripheral Vascular Disease
Qadan et al.
ANGIOLOGY 2008;59:198-202.
ABSTRACT  

Intra-abdominal Adiposity and Individual Components of the Metabolic Syndrome in Adolescence: Sex Differences and Underlying Mechanisms
Syme et al.
Arch Pediatr Adolesc Med 2008;162:453-461.
ABSTRACT | FULL TEXT  

The Metabolic Syndrome and Male Infertility
Kasturi et al.
J Androl 2008;29:251-259.
ABSTRACT | FULL TEXT  

Treating Hispanic Patients for Type 2 Diabetes Mellitus: Special Considerations
Freeman
JAOA: Journal of the American Osteopathic Association 2008;108:S5-S13.
ABSTRACT | FULL TEXT  

PPARs and the kidney in metabolic syndrome
Ruan et al.
Am. J. Physiol. Renal Physiol. 2008;294:F1032-F1047.
ABSTRACT | FULL TEXT  

Adipogenic capacity and the susceptibility to type 2 diabetes and metabolic syndrome
Wang et al.
Proc. Natl. Acad. Sci. USA 2008;105:6139-6144.
ABSTRACT | FULL TEXT  

Themed Review: Lifestyle Treatment of the Metabolic Syndrome
Janiszewski et al.
AMERICAN JOURNAL OF LIFESTYLE MEDICINE 2008;2:99-108.
ABSTRACT  

Taste Cells of the Gut and Gastrointestinal Chemosensation
Egan and Margolskee
Mol. Interv. 2008;8:78-81.
ABSTRACT | FULL TEXT  

Physical Activity: Physical Activity and the Metabolic Syndrome: A Review of the Evidence
Churilla and Zoeller
AMERICAN JOURNAL OF LIFESTYLE MEDICINE 2008;2:118-125.
ABSTRACT  

Factors associated with metabolic syndrome in patients with systemic lupus erythematosus from Puerto Rico
Negron et al.
Lupus 2008;17:348-354.
ABSTRACT  

Metabolic Syndrome Pandemic
Grundy
Arterioscler. Thromb. Vasc. Bio. 2008;28:629-636.
ABSTRACT | FULL TEXT  

Translating the Diabetes Prevention Program Into an Urban Medically Underserved Community: A nonrandomized prospective intervention study
Seidel et al.
Diabetes Care 2008;31:684-689.
ABSTRACT | FULL TEXT  

The Metabolic Syndrome: More Than the Sum of Its Components?
Kurth and Logroscino
Stroke 2008;39:1068-1069.
FULL TEXT  

Should we dump the metabolic syndrome? No
Alberti and Zimmet
BMJ 2008;336:641-641.
FULL TEXT  

Atrial Fibrillation Susceptibility in Metabolic Syndrome: Simply the Sum of Its Parts?
Nguyen and Benditt
Circulation 2008;117:1249-1251.
FULL TEXT  

Metabolic syndrome in the Philippine general population: prevalence and risk for atherosclerotic cardiovascular disease and diabetes mellitus
Morales et al.
Diabetes and Vascular Disease Research 2008;5:36-43.
ABSTRACT  

Metabolic syndrome and the menopause
Kaaja
Menopause Int 2008;14:21-25.
ABSTRACT | FULL TEXT  





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