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Updated: Jul 31, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Longitudinal changes in fatness in white children: no effect of childhood energy expenditure
M I Goran1, R Shewchuk, B A Gower
1Department of Nutrition Sciences, School of Health Related Professions, University of Alabama at Birmingham, 35294, USA. MIG@uab.edu
Insights
Reduced energy expenditure does not predict childhood obesity. Preadolescent fat gain is primarily influenced by sex, initial body fat, and parental obesity, not lower energy expenditure.
Area of Science:
- Pediatric Endocrinology
- Human Physiology
- Obesity Research
Background:
- Childhood obesity is a growing concern with unclear etiological factors.
- Reduced energy expenditure is hypothesized to contribute to obesity development.
- Longitudinal data on energy expenditure and childhood adiposity are limited.
Purpose of the Study:
- To investigate the relationship between energy expenditure components and longitudinal changes in body composition in preadolescent children.
- To identify predictors of fat mass accrual during preadolescence.
Main Methods:
- A 4-year longitudinal study of 75 white preadolescent children.
- Annual measurements of body composition and resting energy expenditure (indirect calorimetry).
- Dual measures of total and physical activity-related energy expenditure (doubly labeled water).
- Parental body composition assessed at baseline.
- Hierarchical linear modeling and ANOVA used for analysis.
Main Results:
- The rate of change in fat mass adjusted for fat-free mass was 0.08 kg/y.
- Children with two obese parents showed significantly higher adjusted fat mass gain.
- Greater fat gain was observed in girls compared to boys.
- Initial fatness and parental fatness were significant predictors of fat mass change.
- No component of energy expenditure was inversely related to fat mass change.
Conclusions:
- Sex, initial adiposity, and parental obesity are key predictors of fat mass gain in preadolescence.
- Reduced energy expenditure is not a significant factor in predicting fat mass accrual in this age group.
- Findings challenge the theory that lower energy expenditure directly leads to childhood obesity.
Abstract:
Reduced energy expenditure may predispose children to the development of obesity, but there are limited longitudinal studies to support this theory. We studied 75 white, preadolescent children over 4 y by taking annual measures of body composition and resting energy expenditure (by indirect calorimetry) and two annual measures of total energy expenditure and physical-activity-related energy expenditure (by doubly labeled water). Body composition of parents was assessed at the onset of the study with use of underwater weighing. The major outcome variable was the individual rate of change in fat mass (FM) adjusted for fat-free mass (FFM). The influence of sex, energy expenditure components, initial FM, and parental FM on the rate of change in FM was analyzed by hierarchical linear modeling and analysis of variance. The rate of change in absolute FM was 0.89 +/- 1.08 kg/y (range: -0.44 to 5.6 kg/y). The rate of change in FM adjusted for FFM was 0.08 +/- 0.64 kg/y (range: -1.45 to 2.22 kg/y) and was similar among children of two nonobese parents and children with one nonobese or one obese parent, but was significantly higher in children with two obese parents (0.61 +/- 0.87 kg/y). The major determinants of change in FM adjusted for FFM were sex (greater fat gain in girls), initial fatness, and parental fatness. None of the components of energy expenditure were inversely related to change in FM. The main predictors of change in FM relative to FFM during preadolescent growth are sex, initial fatness, and parental fatness, but not reduced energy expenditure.
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