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Updated: May 28, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Prepregnancy body mass index and gestational weight gain in relation to child body mass index among siblings
Amy M Branum1, Jennifer D Parker, Sarah A Keim
1National Center for Health Statistics, Centers for Disease Control and Prevention, 3311 Toledo Road, Hyattsville, MD 20782, USA. ambranum@cdc.gov
Insights
Excessive gestational weight gain may not directly cause childhood obesity. Shared family factors, not in utero effects, likely explain the link between maternal weight gain and child BMI.
Area of Science:
- Pediatrics
- Genetics
- Public Health
Background:
- Maternal weight gain during pregnancy is linked to childhood obesity.
- Previous studies often fail to account for shared genetic and environmental factors within families.
Purpose of the Study:
- To investigate the association between maternal prepregnancy body mass index (BMI) and gestational weight gain on child BMI at age 4.
- To differentiate between in utero programming and shared familial influences on child BMI.
Main Methods:
- Utilized data from 2,758 family groups in the Collaborative Perinatal Project.
- Employed generalized estimating equations and fixed-effects models to analyze maternal BMI, gestational weight gain, and child BMI z-scores.
- Fixed-effects models controlled for shared familial factors.
Main Results:
- Conventional models showed positive associations between maternal prepregnancy BMI, gestational weight gain, and child BMI z-score.
- Fixed-effects models revealed null associations, suggesting shared family characteristics explain the observed link.
- The association between gestational weight gain and child BMI may be attributed to genetic, behavioral, and environmental factors.
Conclusions:
- The apparent link between gestational weight gain and childhood BMI may be confounded by shared family characteristics.
- In utero programming might play a lesser role than previously thought.
- Further research is needed to elucidate the complex interplay of familial and environmental factors influencing child BMI and obesity.
Abstract:
There is increasing evidence that in utero effects of excessive gestational weight gain may result in increased weight in children; however, studies have not controlled for shared genetic or environmental factors between mothers and children. Using 2,758 family groups from the Collaborative Perinatal Project, the authors examined the association of maternal prepregnancy body mass index (BMI) and gestational weight gain on child BMI at age 4 years using both conventional generalized estimating equations and fixed-effects models that account for shared familial factors. With generalized estimating equations, prepregnancy BMI and gestational weight gain had similar associations with the child BMI z score (β = 0.09 units, 95% confidence interval (CI): 0.08, 0.11; and β = 0.07 units, 95% CI: 0.04, 0.11, respectively. However, fixed effects resulted in null associations for both prepregnancy BMI (β = 0.03 units, 95% CI: -0.01, 0.07) and gestational weight gain (β = 0.03 units, 95% CI: -0.02, 0.08) with child BMI z score at age 4 years. The positive association between gestational weight gain and child BMI at age 4 years may be explained by shared family characteristics (e.g., genetic, behavioral, and environmental factors) rather than in utero programming. Future studies should continue to evaluate the relative roles of important familial and environmental factors that may influence BMI and obesity in children.
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