TY - JOUR
T1 - Prenatal Ambient Air Pollutant Mixture Exposure and Early School-age Lung Function
AU - Hsu, Hsiao Hsien Leon
AU - Wilson, Ander
AU - Schwartz, Joel
AU - Kloog, Itai
AU - Wright, Robert O.
AU - Coull, Brent A.
AU - Wright, Rosalind J.
N1 - Publisher Copyright:
© 2023 Wolters Kluwer Health. All rights reserved.
PY - 2023/4/4
Y1 - 2023/4/4
N2 - Introduction: Research linking prenatal ambient air pollution with childhood lung function has largely considered one pollutant at a time. Real-life exposure is to mixtures of pollutants and their chemical components; not considering joint effects/effect modification by co-exposures contributes to misleading results. Methods: Analyses included 198 mother-child dyads recruited from two hospitals and affiliated community health centers in Boston, Massachusetts, USA. Daily prenatal pollutant exposures were estimated using satellite-based hybrid chemical-transport models, including nitrogen dioxide(NO2), ozone(O3), and fine particle constituents (elemental carbon [EC], organic carbon [OC], nitrate [NO3-], sulfate [SO42-], and ammonium [NH4+]). Spirometry was performed at age 6.99 ± 0.89 years; forced expiratory volume in 1s (FEV1), forced vital capacity (FVC), and forced mid-expiratory flow (FEF25-75) z-scores accounted for age, sex, height, and race/ethnicity. We examined associations between weekly-averaged prenatal pollution mixture levels and outcomes using Bayesian Kernel Machine Regression-Distributed Lag Models (BKMR-DLMs) to identify susceptibility windows for each component and estimate a potentially complex mixture exposure-response relationship including nonlinear effects and interactions among exposures. We also performed linear regression models using time-weighted-mixture component levels derived by BKMR-DLMs adjusting for maternal age, education, perinatal smoking, and temperature. Results: Most mothers were Hispanic (63%) or Black (21%) with ≤12 years of education (67%). BKMR-DLMs identified a significant effect for O3exposure at 18-22 weeks gestation predicting lower FEV1/FVC. Linear regression identified significant associations for O3,NH4+, and OC with decreased FEV1/FVC, FEV1, and FEF25-75, respectively. There was no evidence of interactions among pollutants. Conclusions: In this multi-pollutant model, prenatal O3, OC, and NH4+were most strongly associated with reduced early childhood lung function.
AB - Introduction: Research linking prenatal ambient air pollution with childhood lung function has largely considered one pollutant at a time. Real-life exposure is to mixtures of pollutants and their chemical components; not considering joint effects/effect modification by co-exposures contributes to misleading results. Methods: Analyses included 198 mother-child dyads recruited from two hospitals and affiliated community health centers in Boston, Massachusetts, USA. Daily prenatal pollutant exposures were estimated using satellite-based hybrid chemical-transport models, including nitrogen dioxide(NO2), ozone(O3), and fine particle constituents (elemental carbon [EC], organic carbon [OC], nitrate [NO3-], sulfate [SO42-], and ammonium [NH4+]). Spirometry was performed at age 6.99 ± 0.89 years; forced expiratory volume in 1s (FEV1), forced vital capacity (FVC), and forced mid-expiratory flow (FEF25-75) z-scores accounted for age, sex, height, and race/ethnicity. We examined associations between weekly-averaged prenatal pollution mixture levels and outcomes using Bayesian Kernel Machine Regression-Distributed Lag Models (BKMR-DLMs) to identify susceptibility windows for each component and estimate a potentially complex mixture exposure-response relationship including nonlinear effects and interactions among exposures. We also performed linear regression models using time-weighted-mixture component levels derived by BKMR-DLMs adjusting for maternal age, education, perinatal smoking, and temperature. Results: Most mothers were Hispanic (63%) or Black (21%) with ≤12 years of education (67%). BKMR-DLMs identified a significant effect for O3exposure at 18-22 weeks gestation predicting lower FEV1/FVC. Linear regression identified significant associations for O3,NH4+, and OC with decreased FEV1/FVC, FEV1, and FEF25-75, respectively. There was no evidence of interactions among pollutants. Conclusions: In this multi-pollutant model, prenatal O3, OC, and NH4+were most strongly associated with reduced early childhood lung function.
KW - Lung function
KW - Mixture
KW - Multi-pollutant
KW - Prenatal exposure
KW - spirometry
UR - http://www.scopus.com/inward/record.url?scp=85152208220&partnerID=8YFLogxK
U2 - 10.1097/EE9.0000000000000249
DO - 10.1097/EE9.0000000000000249
M3 - Article
AN - SCOPUS:85152208220
SN - 2474-7882
VL - 7
SP - E249
JO - Environmental Epidemiology
JF - Environmental Epidemiology
IS - 2
ER -