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Heterogeneity in childhood body mass trajectories in relation to prenatal phthalate exposure
Brianna C Heggeseth1, Nina Holland2, Brenda Eskenazi3
1Department of Mathematics and Statistics, Williams College, Williamstown, MA, 01267, USA; Department of Mathematics, Statistics, and Computer Science, Macalester College, Saint Paul, MN, 55105, USA.
Insights
Prenatal exposure to certain phthalates may impact children's body mass index (BMI) development. This study found sex-specific links between phthalate metabolites and BMI trajectories in children aged 2-14 years.
Area of Science:
- Environmental health
- Pediatric endocrinology
- Developmental toxicology
Background:
- Phthalates are widely used chemicals linked to childhood obesity.
- Understanding phthalate exposure effects on child body mass index (BMI) development is crucial.
- Previous research in the CHAMACOS cohort suggested a link between prenatal phthalate exposure and childhood BMI.
Purpose of the Study:
- To characterize heterogeneity in childhood BMI development patterns (ages 2-14).
- To explore associations between maternal prenatal phthalate exposure and child BMI development.
- To identify sex-specific, non-linear relationships between phthalates and BMI trajectories.
Main Methods:
- Utilized data from 335 children in the CHAMACOS cohort study.
- Employed advanced statistical methods: generalized additive models, growth mixture models, and functional principal component analysis with tree-based methods.
- Analyzed maternal urinary phthalate concentrations and repeated child height and weight measurements.
Main Results:
- Identified heterogeneous patterns in childhood BMI development.
- Found a sex-specific, non-linear association between monoethyl phthalate (MEP) urinary concentrations and child BMI level.
- Observed evidence suggesting positive associations between DEHP metabolites and BMI stabilization during puberty in girls.
Conclusions:
- Childhood BMI development is heterogeneous and can be influenced by prenatal phthalate exposure.
- Prenatal exposure to specific phthalates, like MEP, shows sex-specific associations with BMI trajectories.
- Further research is warranted to understand the long-term impacts of phthalates on child growth and obesity risk.
Abstract:
Phthalates, compounds commonly used in plastics and personal care products, have been associated with childhood obesity in cross-sectional and some longitudinal studies. Using advanced statistical methods, we characterized the heterogeneity in body mass development patterns over childhood (ages 2-14 years) and explored associations with maternal prenatal urinary concentrations of phthalates among 335 children in the Center for the Health Assessment of Mothers and Children of Salinas (CHAMACOS) cohort study. Height and weight were measured every one to two years in this cohort, which had a high prevalence of obesity and overweight. Building upon a previous analysis that showed a positive association between prenatal phthalate exposure and body mass index (BMI) in CHAMACOS children, we used three advanced statistical methods: generalized additive models, growth mixture models, and functional principal component analysis with tree-based methods to identify patterns of childhood BMI development and allow for non-linear relationships with the environmental exposures. Our results highlight the heterogeneity in childhood BMI development patterns and suggest a sex-specific non-linear association between prenatal monoethyl phthalate urinary concentrations and BMI level in children, confirmed across a variety of statistical methods. There is also evidence to suggest positive associations between DEHP metabolites and BMI stabilization during puberty for girls.
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