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Updated: Nov 14, 2025

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Body Mass Index Trajectories in the First 5 Years and Associated Antenatal Factors
Molly Mattsson1, Deirdre M Murray2, Colin P Hawkes3
1Division of Population Health Sciences, Royal College of Surgeons in Ireland, Dublin, Ireland.
Insights
Childhood obesity risk factors identified: Male sex, higher maternal age, and maternal BMI are linked to rapid infant weight gain. Cord blood IGF-2 also impacts early childhood BMI trajectories.
Area of Science:
- Pediatrics
- Public Health
- Human Growth and Development
Background:
- Childhood obesity is a significant public health concern.
- Understanding early-life obesity development and risk factors is crucial.
Purpose of the Study:
- Identify distinct body mass index (BMI) trajectories in the first five years of life.
- Examine associations between these BMI trajectories and antenatal factors, including metabolic parameters.
Main Methods:
- Analyzed BMI measurements from 2,172 children in the BASELINE cohort study.
- Utilized growth mixture modeling to identify BMI trajectories.
- Employed multivariate multinomial logistic regression to assess associations with antenatal factors.
Main Results:
- Identified three distinct BMI trajectories: normal (89.6%), rapid gain in first 6 months (7.8%), and rapid BMI after 12 months (2.6%).
- Male sex and higher maternal age were linked to the 'rapid gain in first 6 months' trajectory.
- Raised maternal BMI and lower cord blood IGF-2 were associated with the 'rapid BMI after 12 months' trajectory.
Conclusions:
- Sex, maternal age, maternal BMI, and cord blood IGF-2 levels are associated with early childhood BMI trajectories deviating from normal growth.
- Further research and extended follow-up are needed to understand the relationship between these growth patterns and health outcomes.
Abstract:
Background: The increasing prevalence of childhood obesity is an important public health issue and the development of obesity in early life and associated risk factors need to be better understood. The aim of this study was to identify distinct body mass index trajectories in the first 5 years of life and to examine their associations with factors identified in pregnancy, including metabolic parameters. Methods: BMI measurements from 2,172 children in Ireland enrolled in the BASELINE cohort study with BMI assessments at birth, 2, 6, and 12 months, and 2 and 5 years were analyzed. Growth mixture modeling was used to identify distinct BMI trajectories, and multivariate multinomial logistic regression was used to assess the association between these trajectories and antenatal factors. Results: Three distinct BMI trajectories were identified: normal (89.6%); rapid gain in the first 6 months (7.8%); and rapid BMI after 12 months (2.6%). Male sex and higher maternal age increased the likelihood of belonging to the rapid gain in the first 6 months trajectory. Raised maternal BMI at 15 weeks of pregnancy and lower cord blood IGF-2 were associated with rapid gain after 1 year. Conclusion: Sex, maternal age and BMI, and IGF-2 levels were found to be associated with BMI trajectories in early childhood departing from normal growth. Further research and extended follow-up to examine the effects of childhood growth patterns are required to understand their relationship with health outcomes.
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