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Updated: Mar 27, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Is infant body mass index associated with adulthood body composition trajectories? An exploratory analysis
Insights
High infant body mass index (BMI) is linked to greater lean mass in adulthood, not fat mass. This suggests caution when targeting infant BMI for obesity prevention due to potential benefits of lean mass.
Area of Science:
- Human growth and development
- Obesity research
- Body composition analysis
Background:
- Infant body mass index (BMI) is increasingly utilized as an indicator of future obesity risk.
- Its association with young-adulthood BMI is a key driver for this trend.
Purpose of the Study:
- To investigate the relationship between infant BMI and fat mass index (FMI) and fat-free mass index (FFMI) in young adulthood.
- To examine how these associations evolve throughout adulthood.
Main Methods:
- Utilized data from the Fels Longitudinal Study, measuring infant BMI Z-score at 9 months in 350 participants.
- Employed multilevel models to analyze associations with BMI, FMI, and FFMI trajectories from age 20 to 60 years.
Main Results:
- Infant BMI Z-score was positively associated with fat-free mass index (FFMI) at age 20, but not fat mass index (FMI).
- Higher infant BMI Z-score correlated with slower age-related increases in body composition measures.
- Only FFMI at age 30 remained significantly associated with infant BMI Z-score.
Conclusions:
- Reducing infant BMI for adult obesity prevention may require careful consideration.
- High infant BMI is linked to increased lean mass, which may offer protection against age-related body composition changes.
Background:
Infant body mass index (BMI) is increasingly used as a marker of obesity risk based on its association with young-adulthood BMI.
Objectives:
The aim of this study is to test the association of infant BMI with young-adulthood fat mass and fat-free mass, and how this association changes during advancing adulthood.
Methods:
Body mass index Z-score at age 9 months was measured in 350 White, non-Hispanic Fels Longitudinal Study participants. This exposure was entered into multilevel models to test its association with trajectories describing 2665 BMI observations and 1388 observations of fat mass index (FMI, kg m-2 ) and fat-free mass index (FFMI, kg m-2 ) between ages 20 and 60 years.
Results:
Partitioning young-adulthood BMI into its fat and fat-free components, infant BMI Z-score was associated with FFMI (β = 0.745; 95% confidence interval = 0.367 to 1.124) but not FMI (0.528; -0.055 to 1.110) at age 20 years. Greater infant BMI Z-score was associated with slower age-related increases in all outcomes, such that (looking at 10-year intervals) only FFMI at age 30 years was related to infant BMI Z-score (0.338; 0.119, 0.557).
Conclusions:
Focus on infant BMI reduction for adulthood obesity prevention warrants caution as high infant BMI values are associated with greater lean mass, which is protective against ageing changes.
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