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Updated: Jul 15, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Undernutrition in early life and body composition of adolescent males from a birth cohort study
Denise P Gigante1, Cesar G Victora, Bernardo L Horta
1Post-Graduate Program in Epidemiology and Universidade Federal de Pelotas, Pelotas, RS, Brazil. denise@epidemio-ufpel.org.br
Insights
Early life undernutrition in males did not increase later obesity risk. In fact, poor nutritional status in childhood may offer some protection against adolescent fatness, challenging previous assumptions about growth and body composition.
Area of Science:
- Pediatrics
- Nutritional Epidemiology
- Public Health
Background:
- The link between early life nutrition and later obesity is debated.
- Childhood undernutrition (stunting, wasting, underweight) is a global concern.
- Understanding long-term body composition impacts is crucial for public health.
Purpose of the Study:
- To examine associations between early childhood nutritional status and adolescent body composition.
- To investigate if stunting, wasting, or underweight predict later obesity markers in males.
Main Methods:
- Utilized the 1982 Pelotas Birth Cohort Study in Southern Brazil.
- Assessed nutritional indices (height-for-age, weight-for-height, weight-for-age Z-scores) at ages 2 and 4.
- Measured adolescent body composition (fat, lean mass indices, fat:lean ratio) using anthropometry and bioimpedance analysis.
- Employed ANOVA and linear regression for statistical analysis, adjusting for confounders.
Main Results:
- All nutritional indices in early life were positively associated with adolescent fat and body mass indices.
- Height-for-age Z-scores were not linked to lean mass index, but other nutritional indices were.
- The fat:lean mass ratio showed association only with weight-for-height Z-scores.
Conclusions:
- Early life undernutrition does not appear to be a risk factor for overweight and obesity in this population.
- Childhood undernutrition may offer partial protection against adolescent fatness.
- Findings challenge the direct causal link between early growth deficits and later obesity.
Abstract:
The evidence for an association between poor nutrition in early life and subsequent obesity is inconclusive. In the present study, we investigated the associations between stunting, wasting and underweight at 2 and 4 years of age, and body composition in adolescence in male subjects studied since birth. The 1982 Pelotas Birth Cohort Study included all children born in maternity hospitals and living in the urban area of the city of Pelotas, Southern Brazil. All males born in 1982 were legally required to enlist in the army between January and April 2000. We were thus able to track 2250 subjects in 2000 (78.9% of the original cohort). Anthropometric measurements were collected in 1984 and 1986, and body composition was assessed in 2000. In the present analysis, we used as predictors the nutritional indices height-for-age, weight-for-height and weight-for-age presented in six categories. Outcomes included fat, lean and body mass indices and fat:lean mass ratio, derived from anthropometric and bioimpedance measurements. ANOVA and linear regression were used in the analyses to adjust for confounding. All predictors were positively associated with fat and body mass indices. Height-for-age Z score at age 2 or 4 years was not associated with lean mass index, but all other predictors were associated. Fat:lean mass ratio was associated only with weight-for-height Z score. Our results suggest that undernutrition is not a risk factor for overweight and obesity in our population and may partially protect against fatness in adolescence.
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