title: Comparison of bioelectrical impedance and BMI in predicting obesity-related medical conditions.
abstract: OBJECTIVE
  To determine the relative validity of specific bioelectrical impedance analysis (BIA) prediction equations and BMI as predictors of physiologically relevant general adiposity.
  
  
  METHODS
  Subjects were >12,000 men and women from the Third National Health and Nutrition Examination Survey population. We examined the correlations between BMI and percentage body fat based on 51 different predictive equations, blood pressure, and blood levels of glucose, high-density lipoprotein cholesterol, and triglycerides, which are known to reflect adiposity, while controlling for other determinants of these physiological measures.
  
  
  RESULTS
  BMI consistently had one of the highest correlations across biological markers, and no BIA-based measure was superior. Percent body fat estimated from BIA was minimally predictive of the physiological markers independent of BMI.
  
  
  CONCLUSIONS
  These results suggest that BIA is not superior to BMI as a predictor of overall adiposity in a general population.
authors.affiliation: Department of Nutrition, Harvard School of Public Health, 665 Huntington Avenue, Boston, MA 02115, USA.
authors.forename: Kamali
authors.initials: K
authors.lastname: Willett
authors.forename: Rui
authors.initials: R
authors.lastname: Jiang
authors.forename: Elizabeth
authors.initials: E
authors.lastname: Lenart
authors.forename: Donna
authors.initials: D
authors.lastname: Spiegelman
authors.forename: Walter
authors.initials: W
authors.lastname: Willett
mesh_terms: D000328:Adult; D000368:Aged; D001786:Blood Glucose / Q000032:analysis; D001794:Blood Pressure / Q000502:physiology; D001823:Body Composition; D015992:Body Mass Index; D008076:Cholesterol, HDL / Q000097:blood; D003920:Diabetes Mellitus / Q000209:etiology* / Q000503:physiopathology; D017097:Electric Impedance; D005260:Female; D006801:Humans; D006937:Hypercholesterolemia / Q000209:etiology* / Q000503:physiopathology; D006973:Hypertension / Q000209:etiology* / Q000503:physiopathology; D008297:Male; D008875:Middle Aged; D009765:Obesity / Q000097:blood / Q000150:complications* / Q000175:diagnosis* / Q000503:physiopathology; D011237:Predictive Value of Tests; D015995:Prevalence
chemical_list: D001786:Blood Glucose; D008076:Cholesterol, HDL