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Prenatal Exposure to Traffic Pollution and Childhood Body Mass Index Trajectory
Abby F Fleisch1,2, Izzuddin M Aris3,4, Sheryl L Rifas-Shiman3
1Pediatric Endocrinology and Diabetes, Maine Medical Center, Portland, ME, United States.
Insights
Prenatal exposure to traffic pollution did not significantly impact childhood BMI trajectories. This study found no persistent effects on body mass index (BMI) from birth through mid-childhood in a population with moderate air pollution levels.
Area of Science:
- Environmental Health
- Pediatric Epidemiology
- Public Health
Background:
- Limited evidence suggests prenatal traffic pollution exposure may increase childhood adiposity.
- The critical developmental window for this association remains unclear.
Purpose of the Study:
- To investigate the association between prenatal exposure to traffic-related air pollution and childhood body mass index (BMI) trajectories.
- To identify potential critical windows of exposure during pregnancy.
Main Methods:
- A cohort of 1,649 children (Project Viva) was analyzed.
- Spatiotemporal models estimated prenatal residential air pollution (PM2.5, black carbon) and traffic exposures (density, proximity).
- BMI trajectories were modeled from birth to 10 years using mixed-effects models.
Main Results:
- No significant associations were found between third-trimester PM2.5, black carbon, or traffic exposures and BMI outcomes through age 10.
- Effect estimates for neighborhood traffic density and roadway proximity were in the hypothesized direction but not statistically significant.
- A trend suggested higher BMI with increased neighborhood traffic density, particularly in early childhood.
Conclusions:
- This study found no evidence of a persistent effect of prenatal traffic pollution exposure on BMI trajectories from birth through mid-childhood.
- The findings apply to populations with modest levels of air pollution exposure.
Abstract:
Background: Limited evidence suggests an association between prenatal exposure to traffic pollution and greater adiposity in childhood, but the time window during which growth may be most affected is not known. Methods: We studied 1,649 children in Project Viva, a Boston-area pre-birth cohort. We used spatiotemporal models to estimate prenatal residential air pollution exposures and geographic information systems to estimate neighborhood traffic density and roadway proximity. We used weight and stature measurements at clinical and research visits to estimate a BMI trajectory for each child with mixed-effects natural cubic spline models. In primary analyses, we examined associations of residential PM2.5 and black carbon (BC) exposures during the third trimester and neighborhood traffic density and home roadway proximity at birth address with (1) estimated BMI at 6 month intervals through 10 years of age, (2) magnitude and timing of BMI peak and rebound, and (3) overall BMI trajectory. In secondary analyses, we examined associations of residential PM2.5 and BC exposures during the first and second trimesters with BMI outcomes. Results: Median (interquartile range; IQR) concentration of residential air pollution during the third trimester was 11.4 (1.7) μg/m3 for PM2.5 and 0.7 (0.3) μg/m3 for BC. Participants had a median (IQR) of 13 (7) clinical or research BMI measures from 0 to 10 years of age. None of the traffic pollution exposures were significantly associated with any of the BMI outcomes in covariate-adjusted models, although effect estimates were in the hypothesized direction for neighborhood traffic density and home roadway proximity. For example, greater neighborhood traffic density [median (IQR) 857 (1,452) vehicles/day x km of road within 100 m of residential address at delivery] was associated with a higher BMI throughout childhood, with the strongest associations in early childhood [e.g., per IQR increment natural log-transformed neighborhood traffic density, BMI at 12 months of age was 0.05 (-0.03, 0.13) kg/m2 higher and infancy peak BMI was 0.05 (-0.03, 0.14) kg/m2 higher]. Conclusions: We found no evidence for a persistent effect of prenatal exposure to traffic pollution on BMI trajectory from birth through mid-childhood in a population exposed to modest levels of air pollution.
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