title: Poor performance of body mass index as a marker for hypercholesterolemia in children and adolescents.
abstract: OBJECTIVE
  To evaluate the test performance of specific body mass index (BMI) percentile cutoffs for detecting children/adolescents with hypercholesterolemia.
  
  
  METHODS
  Cross-sectional analysis.
  
  
  METHODS
  National Health and Nutrition Examination Survey 1999-2004.
  
  
  METHODS
  Population-based sample of children (aged 3-18 years) with nonfasting total cholesterol (TC) and high-density lipoprotein (HDL) cholesterol levels and adolescents (aged 12-18 years) with fasting low-density lipoprotein (LDL) cholesterol and triglyceride (TG) levels.
  
  
  METHODS
  Individuals were classified as having hypercholesterolemia if they had a TC level greater than 200 mg/dL, HDL cholesterol level less than 35 mg/dL, LDL cholesterol level greater than 130 mg/dL, or TG level greater than 150 mg/dL, and sensitivity, specificity, and likelihood ratios were calculated for specific BMI percentiles. Receiver operating characteristic curves were constructed and area under the curve (AUC) was calculated.
  
  
  RESULTS
  Receiver operating characteristic curves using BMI percentiles to predict abnormal levels of TC and LDL cholesterol had AUC values (0.60 for TC level and 0.63 for LDL cholesterol level) that were less than the threshold of acceptable discrimination (between 0.7-0.8). Body mass index percentiles provided better discrimination for detecting children with abnormal HDL cholesterol and TG levels, with AUC values approaching levels of acceptable discrimination (0.69 and 0.72, respectively), although there are no specific guidelines regarding management of children with these abnormalities.
  
  
  CONCLUSIONS
  According to the American Academy of Pediatrics guidelines, abnormal levels of LDL cholesterol are used to determine which children require nutritional and pharmacologic therapy. Because BMI percentiles did not adequately identify children and adolescents with abnormal TC and LDL cholesterol levels, the new recommendations for targeted screening of obese children and adolescents may require further consideration.
authors: Division of Pediatric Endocrinology, University of Michigan, 300 NIB, Room 6E08, Campus Box 5456, Ann Arbor, MI 48109-5456, USA. joyclee@umich.edu
authors: Joyce M
authors: JM
authors: Lee
authors: Achamyeleh
authors: A
authors: Gebremariam
authors: Paula
authors: P
authors: Card-Higginson
authors: Jennifer L
authors: JL
authors: Shaw
authors: Joseph W
authors: JW
authors: Thompson
authors: Matthew M
authors: MM
authors: Davis
mesh_terms: D000293:Adolescent; D000886:Anthropometry; D019540:Area Under Curve; D015992:Body Mass Index; D016009:Chi-Square Distribution; D002648:Child; D002675:Child, Preschool; D003430:Cross-Sectional Studies; D005260:Female; D006801:Humans; D006937:Hypercholesterolemia / Q000175:diagnosis*; D008297:Male; D009749:Nutrition Surveys; D012372:ROC Curve; D012307:Risk Factors; D014481:United States