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Updated: Jun 8, 2025

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
The proportion of weight gain due to change in fat mass in infants with vs without rapid growth
William Johnson1, Lukhanyo H Nyati2,3, Shabina Ariff4
1School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK. W.O.Johnson@lboro.ac.uk.
Insights
Rapid infant weight gain is linked to increased fat mass, not just higher BMI. Pediatricians should monitor infant weight and length growth separately to assess obesity risk accurately.
Area of Science:
- Pediatric Nutrition
- Growth Monitoring
- Body Composition Analysis
Background:
- Rapid infant weight gain is a known risk factor for childhood obesity.
- Previous studies relied on Body Mass Index (BMI) alone, leaving the role of fat mass accumulation unclear.
Purpose of the Study:
- To determine if rapid infant weight gain is associated with a greater proportion of fat mass accrual compared to normal growth.
- To investigate the relationship between infant growth patterns and changes in body composition.
Main Methods:
- Assessed infant body composition using air-displacement plethysmography (ADP) and deuterium dilution (DD) across multiple international cohorts.
- Categorized infant weight and length growth into slow, normal, or rapid using Z-scores.
- Employed regression analysis to quantify the percentage of weight change attributable to fat mass change.
Main Results:
- Approximately 40% of weight gain from 0-6 months and 20% from 3-24 months was due to fat mass increase.
- Infants with rapid weight gain showed a higher proportion of fat mass gain compared to normally growing infants.
- Rapid or slow length growth was not associated with significant differences in fat mass gain.
Conclusions:
- Upward weight centile crossing in infants is generally associated with increased adiposity (fat mass).
- Length centile crossing in infants does not show a similar association with increased fat mass.
- Clinicians should consider both weight and length growth patterns for a comprehensive assessment of infant obesity risk.
Background:
There is extensive evidence that rapid infant weight gain increases the risk of childhood obesity, but this is normally based on childhood body mass index (BMI) only and whether or not this is because infants with rapid weight gain accrue greater fat mass is unknown.
Objective:
The primary objective of our study was to test whether the proportion of infant weight gain due to concurrent increases in fat mass is greater in infants with rapid weight gain as compared to those with normal growth.
Methods:
Body composition was assessed by (1) air-displacement plethysmography (ADP) at 0 and 6 months in 342 infants from Australia, India, and South Africa and (2) deuterium dilution (DD) at 3 and 24 months in 555 infants from Brazil, Pakistan, South Africa, and Sri Lanka. Weight gain and length growth were each categorized as slow, normal, or rapid using cut-offs of <-0.67 or >+0.67 Z-scores. Regression was used to estimate and contrast the percentages of weight change due to fat mass change.
Results:
Approximately 40% of the average weight gain between 0 and 6 months and 20% of the average weight gain between 3 and 24 months was due to increase in fat mass. In both samples, compared to the normal group, the proportion of weight gain due to fat mass was higher on average among infants with rapid weight gain and lower among infants with slow weight gain, with considerable individual variability. Conversely, slow and rapid length growth was not associated with differential gains in fat mass.
Conclusions:
Pediatricians should monitor infant growth with the understanding that, while crossing upward through the weight centiles generally is accompanied by greater adiposity gains (not just higher BMI), upward crossing through the length centiles is not.
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