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Updated: Jul 24, 2025

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
The association of intrauterine and postnatal growth patterns and nutritional status with toddler body composition
Elizabeth Masiakwala1, Lukhanyo H Nyati2,3, Shane A Norris2,4
1SAMRC/Wits Developmental Pathways for Health Research Unit, Department of Paediatrics, Faculty of Health Sciences, University of the Witwatersrand, 7 York Rd, Parktown, Johannesburg, 2193, South Africa. masiakwalae@gmail.com.
Insights
Both large-for-gestational-age (LGA) and small-for-gestational-age (SGA) infants had higher body fat, indicating nutritional disadvantages. Infant growth patterns predict body fat, but not fat-free mass, by age two.
Area of Science:
- Human Growth and Development
- Pediatric Nutrition
- Body Composition Analysis
Background:
- Assessing growth and body composition is crucial, especially in under-resourced areas facing malnutrition.
- Few studies have explored the link between growth patterns and body composition in these vulnerable populations.
Purpose of the Study:
- To investigate the association between intrauterine and postnatal growth patterns and infant body composition at two years of age.
- To understand these associations in a middle-income country context.
Main Methods:
- Utilized data from the IAEA Multicentre Body Composition Reference study in Soweto, South Africa.
- Measured fat mass (FM), fat-free mass (FFM), and related indices in 113 infants (3-24 months) using deuterium dilution.
- Classified birthweight categories (SGA, AGA, LGA) and defined stunting using established standards.
Main Results:
- No sex differences in FM, FFM, FMI, or FFMI were observed between 3 and 24 months.
- Both SGA and LGA infants showed higher percentage body fat (%FM) at 12 months compared to AGA infants.
- Children with stunting had lower FM and FFM but higher FFMI at 12 months.
- Birthweight and conditional growth explained over 70% of the variance in FM.
Conclusions:
- Both LGA and SGA are linked to increased body fat, suggesting nutritional disadvantages and potential obesity risk.
- Infant and toddler growth patterns (up to 2 years) are strong indicators of body fat.
- Post-infancy growth patterns are less predictive of fat-free mass accumulation.
Background:
Growth patterns may be indicative of underlying changes in body composition. However, few studies have assessed the association of growth and body composition in poorly resourced regions experiencing the double-burden of malnutrition exists. Thus, the aims of this study were to investigate the association of intrauterine and postnatal growth patterns with infant body composition at 2 years in a middle-income country.
Methods:
Participants were from the International Atomic Energy Agency Multicentre Body Composition Reference study. Fat mass (FM), fat free mass (FFM), Fat mass index (FMI), fat free mass index (FFMI), and percentage fat mass (%FM) were measured in 113 infants (56 boys and 57 girls), from Soweto, South Africa, using deuterium dilution from 3 to 24 months. Birthweight categories were classified using the INTERGROWTH-21 standards as small (SGA), appropriate (AGA), and large-for gestational age (LGA). Stunting (> -2 SDS) was defined using the WHO child growth standards. Birthweight z-score, conditional relative weight and conditional length at 12 and 24 mo were regressed on body composition at 24 mo.
Results:
There were no sex differences in FM, FFM, FMI and FFMI between 3 and 24 mo. SGA and AGA both had significantly higher %FM than LGA at 12 mo. LGA had higher FM at 24 mo. Children with stunting had lower FM (Mean = 1.94, 95% CI; 1.63-2.31) and FFM (Mean = 5.91, 95% CI; 5.58-6.26) at 12 mo than non-stunting, while the reverse was true for FFMI (Mean = 13.3, 95% CI; 12.5-14.2) at 6 mo. Birthweight and conditionals explained over 70% of the variance in FM. CRW at both 12 and 24 mo was positively associated with FM and FMI. CRW at 12 mo was also positively associated with FMI, while CH at 24 mo was negatively associated with both FFMI and FMI in boys.
Conclusion:
Both LGA and SGA were associated with higher body fat suggesting that both are disadvantaged nutritional states, likely to increase the risk of obesity. Growth patterns through infancy and toddler period (1-2 years) are indicative of body fat, while growth patterns beyond infancy are less indicative of fat-free mass.
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