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Updated: Jun 26, 2025

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Pre-Gestational Obesity and Gestational Weight Gain as Predictors of Childhood Obesity
Lucía Hernández-Barrera1, Belem Trejo-Valdivia1, Martha María Téllez-Rojo1
1Center for Nutrition and Health Research, National Institute of Public Health, Cuernavaca, Morelos, Mexico.
Insights
Maternal pre-pregnancy obesity and excessive gestational weight gain are linked to childhood obesity. These factors independently predict overweight and adiposity in children up to seven years old.
Area of Science:
- Pediatric Endocrinology
- Maternal-Fetal Medicine
- Public Health Nutrition
Background:
- Childhood obesity is a growing global health concern with long-term implications.
- Maternal pre-pregnancy body mass index (BMI) and gestational weight gain (GWG) are recognized as critical factors influencing offspring's adiposity.
- Understanding these associations is crucial for developing effective prevention strategies.
Purpose of the Study:
- To investigate the relationship between pre-gestational BMI, GWG, and the risk of overweight, obesity, and adiposity in children up to seven years of age.
- To identify independent predictors of childhood adiposity within a prospective cohort.
- To inform public health interventions aimed at mitigating childhood obesity.
Main Methods:
- Analysis of 751 mother-child pairs from the PROGRESS cohort in Mexico City.
- Classification of pre-gestational BMI (normal, overweight, obesity) and GWG (inadequate, adequate, excessive) based on WHO and IOM guidelines.
- Assessment of children's anthropometry and adiposity at 4-5 and 6-7 years using BMI z-scores and waist circumference; employed a generalized structural equation model (GSEM).
Main Results:
- Nearly half (49.3%) of women experienced excessive GWG, and 19.8% had inadequate GWG.
- Pre-gestational overweight and obesity were associated with higher likelihoods of excessive GWG.
- Excessive GWG directly predicted overweight plus abdominal obesity (OW+AO) at 4-5 years, while pre-gestational obesity predicted OW+AO at 6-7 years.
Conclusions:
- Pre-gestational obesity and excessive GWG are significant, independent predictors of childhood obesity.
- Early life interventions targeting maternal weight before and during pregnancy are essential for preventing long-term offspring adiposity.
- Findings highlight the critical role of maternal health in shaping child metabolic outcomes.
Objective:
To evaluate the associations of pre-gestational body mass index (BMI) and gestational weight gain (GWG) with the risks of overweight, obesity, and adiposity in the first seven years of life in the offspring of a cohort of pregnant women.
Methods:
Analysis of 751 mothers and their children participating in the PROGRESS cohort. These women were recruited in Mexico City between 2007 and 2010. Pre-gestational BMI was classified as normal, overweight, and obesity according to the WHO. GWG was calculated as the difference between the last reported pre-pregnancy weight and the pre-gestational weight and categorized as inadequate, adequate, or excessive, according to US IOM recommendations. Children's anthropometry was evaluated at 4-5 and 6-7 years of age. Adiposity was classified into three groups: normal (BMI z-score and waist circumference), overweight (BMI z-score>1), and overweight plus abdominal obesity (OW+AO). A generalized structural equation model (GSEM) was constructed to account for the temporal relationship between variables and to assess direct and indirect effects.
Results:
A total of 49.3% of the women had excessive (13.8 ± 4.2 kg) and 19.8% inadequate (3.15 ± 3.4 kg) GWG. Women with pre-gestational overweight or obesity were more likely to have excessive GWG (OR 1.9 [95% CI: 1.32, 2.74] and 3.50 [95% CI: 1.83, 6.69], respectively). In the GSEM, excessive GWG was directly associated with OW+AO at 4-5 years. At 6-7 years, pre-gestational obesity was associated with OW+AO.
Conclusion:
Pre-gestational obesity and excessive GWG were independent predictors of childhood obesity.
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