Prenatal Ambient Air Pollutant Mixture Exposure and Early School-age Lung Function
Hsiao‐Hsien Leon Hsu, Ander Wilson, Joel Schwartz, Itai Kloog, Robert O. Wright, Brent A. Coull, Rosalind J. Wright
Abstract
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(NO 2 ), ozone(O 3 ), and fine particle constituents (elemental carbon [EC], organic carbon [OC], nitrate [NO 3 – ], sulfate [SO 4 2– ], and ammonium [NH 4 + ]). Spirometry was performed at age 6.99 ± 0.89 years; forced expiratory volume in 1s (FEV 1 ), forced vital capacity (FVC), and forced mid-expiratory flow (FEF 25-75 ) 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 O 3 exposure at 18–22 weeks gestation predicting lower FEV 1 /FVC. Linear regression identified significant associations for O 3, NH 4 + , and OC with decreased FEV 1 /FVC, FEV 1 , and FEF 25-75 , respectively. There was no evidence of interactions among pollutants. Conclusions: In this multi-pollutant model, prenatal O 3 , OC, and NH 4 + were most strongly associated with reduced early childhood lung function.