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Updated: Feb 22, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Relation between body composition at birth and child development at 2 years of age: a prospective cohort study among
M Abera1,2, M Tesfaye1,2, T Girma3
1Department of Psychiatry, Faculty of Medical Science, Institute of Health, Jimma University, Jimma, Ethiopia.
Insights
Fat-free mass (FFM) at birth, not fat mass (FM), predicts better cognitive development in children. This highlights the importance of maternal nutrition for fetal growth and brain development.
Area of Science:
- Pediatric Development
- Nutritional Science
- Body Composition Analysis
Background:
- Birth weight (BW) is a known predictor of childhood cognitive development, independent of socioeconomic status.
- The specific role of body composition, namely fat mass (FM) and fat-free mass (FFM), in this relationship remains unclear.
- Understanding these nuances is crucial for identifying targeted interventions.
Purpose of the Study:
- To investigate the association between infant body composition at birth and child development at two years of age.
- To differentiate the predictive roles of FFM and FM on developmental outcomes.
- To inform strategies for improving fetal growth and subsequent child development.
Main Methods:
- A prospective Ethiopian birth cohort study.
- Infant body composition measured within 48 hours of birth using air-displacement plethysmography.
- Child development assessed at two years using the Denver Developmental Screening Test.
- Linear regression analysis employed to determine associations.
Main Results:
- Fat-free mass (FFM) at birth showed a significant positive association with higher global developmental scores at two years (β=2.48, 95% CI 0.17; 4.79).
- This association was primarily driven by improvements in the language developmental domain (β=1.61, 95% CI 0.33; 2.90).
- Fat mass (FM) at birth was not significantly associated with developmental outcomes.
Conclusions:
- Fat-free mass (FFM) at birth, rather than fat mass (FM), is a key predictor of enhanced global and language development in Ethiopian children at two years.
- Higher FFM at birth may positively influence brain growth and neuronal circuit development.
- Improving maternal nutritional status during pregnancy to promote fetal FFM accretion is recommended.
Background/Objectives:
Birth weight (BW), independent of socioeconomic status, has been identified as a predictor for childhood cognitive development. However, it is not known whether this relation is related to low BW per se or particularly related to a deficit in fat mass (FM) or fat-free mass (FFM) at birth. This study therefore aimed at investigating the relation between body composition at birth and child development at 2 years of age.
Subjects/Methods:
An Ethiopian birth cohort was followed up at 2 years. Body composition was measured within 48 h of birth using infant air-displacement plethysmography. Child development was assessed at 2 years of age using Denver developmental screening test. Associations between body composition at birth and development at 2 years of age were tested using linear regression analysis.
Results:
FFM but not FM at birth was positively associated with higher global developmental score at 2 years of age (β=2.48, 95% confidence interval (CI) 0.17; 4.79) adjusted for neonatal, postnatal and parental characteristics. This association was attributable to the association with the language developmental domain (β=1.61, 95 CI 0.33; 2.90).
Conclusions:
Among Ethiopian children, FFM at birth but not FM predicted better global and language development at 2 years of age. Higher FFM at birth might have exerted a positive effect on the growth and differentiation of the brain and neuronal circuits for better development. This study therefore highlights the need to improve mother's nutritional status during pregnancy in ways that stimulate fetal FFM growth.
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