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Updated: Dec 21, 2025

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Which infancy growth parameters are associated with later adiposity? The Cambridge Baby Growth Study
Ken K Ong1,2,3, Tuck Seng Cheng1,2, L Olga3
1MRC Epidemiology Unit, University of Cambridge, Cambridge, UK.
Insights
Infant length and skinfolds, alongside weight, offer modest predictive value for childhood adiposity. Early infancy growth parameters provide additional insights into later obesity risk.
Area of Science:
- Pediatric Endocrinology
- Growth and Development
- Obesity Research
Background:
- Infancy growth is consistently linked to later obesity risk.
- The predictive role of infant length and skinfold thickness beyond weight remains unclear.
Purpose of the Study:
- To determine if infancy length and skinfold thicknesses improve childhood adiposity prediction when combined with infant weight.
- To assess the contribution of early growth parameters to predicting future body fat percentage.
Main Methods:
- Analysis of growth data (birth to 24 months) and childhood adiposity (DXA scan at 6-11 years) in 254 children.
- Multilevel linear regression models used to identify predictors of childhood percent body fat (%BF).
- Adjustments made for sex and age at follow-up visits.
Main Results:
- Birth weight and weight gain (0-3 and 3-24 months) independently predicted childhood %BF.
- Inclusion of early infancy (0-3 months) length and skinfold gains significantly improved model prediction (18.7% to 20.7% variance).
- Independent effect estimates for length and skinfold gains were small, with non-significant p-values for length gain.
Conclusions:
- Infancy length and skinfold measurements provide a significant, albeit modest, contribution to predicting childhood adiposity.
- Early infancy growth parameters offer incremental value in understanding long-term obesity risk.
Abstract:
Background: Highly consistent positive associations are reported between infancy growth and later obesity risk. However, it is unclear whether infancy growth parameters beyond body weight add to the prediction of later obesity risk.Aim: To assess whether infancy length and skinfold thicknesses add to infancy weight in the prediction of childhood adiposity.Subjects and methods: This analysis included 254 children with available data on infant growth from birth to 24 months and childhood adiposity at age 6-11 years measured by DXA. Multilevel linear regression was used to examine the predictors of childhood percent body fat (%BF), with adjustment for sex and age at follow-up visit.Results: Birth weight and weight gain (modelled as changes in z-score) between 0-3 months and 3-24 months showed independent positive relationships with childhood %BF. The addition of gains in infant length and skinfolds between 0-3 months, but not 3-24 months, improved overall model prediction, from 18.7% to 20.7% of the variance in childhood %BF (likelihood ratio test, p < 0.0001), although their independent effect estimates were small (infant length gain: negative trend, partial R-square 0.6%, p = 0.2; skinfolds: positive trend, 1.3%, p = 0.09).Conclusion: Infancy length and skinfolds contribute significantly, but only modestly, to the prediction of childhood adiposity.
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