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Updated: Mar 25, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Obesity and Mortality Risk in Critically Ill Children
Patrick A Ross1, Christopher J L Newth2, Dennis Leung2
1Department of Anesthesiology Critical Care Medicine, Children's Hospital Los Angeles, University of Southern California Keck School of Medicine, Los Angeles, California paross@chla.usc.edu.
Insights
Childhood obesity is linked to higher pediatric intensive care unit (PICU) mortality. Accurate classification requires height and weight data to avoid misinterpreting mild obesity as protective.
Area of Science:
- Pediatric critical care medicine
- Public health and epidemiology
- Obesity research
Background:
- Childhood obesity is a significant public health concern with potential implications for pediatric intensive care unit (PICU) outcomes.
- Previous studies suggest a possible association between obesity and mortality in critically ill children.
Purpose of the Study:
- To investigate the association between obesity and PICU mortality, adjusting for illness severity.
- To compare the impact of height- and weight-based obesity classifications on mortality distribution.
Main Methods:
- Retrospective analysis of prospectively collected data from a large multicenter PICU database.
- Calculation of BMI z-scores using CDC and WHO growth curves.
- Multivariable logistic regression to assess the association between obesity and mortality, controlling for covariates.
Main Results:
- Over 127,000 patients were analyzed, with a 2.48% mortality rate.
- Overweight classification was independently associated with increased PICU mortality after adjusting for illness severity and comorbidities.
- Mortality exhibited a U-shaped distribution when classified by weight-for-age or weight-for-height/BMI.
Conclusions:
- Risk-adjusted PICU mortality increases with higher weight-for-height/BMI (overweight and obese ranges).
- Height data are crucial for accurate body habitus classification in critically ill children.
- Excluding height can lead to misinterpretations of mild obesity as having a protective effect.
Background And Objectives:
Childhood obesity is epidemic and may be associated with PICU mortality. Using a large multicenter PICU database, we investigated the association between obesity and PICU mortality, adjusting for initial severity of illness. We further investigated whether height- and weight-based classifications of obesity compared with a weight-based classification alone alter the mortality distribution.
Methods:
This retrospective analysis used prospectively collected data from the Virtual PICU Systems database. Height, weight, age, and gender were used to calculate z score groups based on Centers for Disease Control and Prevention and World Health Organization growth curves. A random effects mixed logistic regression model was used to evaluate the association between obesity and PICU mortality, controlling for hospital, initial severity of illness, and comorbidities.
Results:
A total of 127,607 patients were included; the mortality rate was 2.48%. Being overweight was independently associated with increased PICU mortality after controlling for severity of illness with the Pediatric Index of Mortality 2 score and preexisting comorbidities. Mortality had a U-shaped distribution when classified according to weight-for-age or weight-for-height/BMI. When classifying patients using weight-for-age without respect to height, the nadir of the mortality curve was shifted, potentially falsely implying a benefit to mild obesity.
Conclusions:
Risk-adjusted PICU mortality significantly increases as weight-for-height/BMI increases into the overweight and obese ranges. We believe that height data are necessary to correctly classify body habitus; without such information, a protective benefit from mild obesity may be incorrectly concluded.
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