TY - JOUR
T1 - The association of prenatal ambient air pollution with placental epigenetic gestational age at birth
AU - He, Zhengting
AU - Song, Ashley Y.
AU - Schrott, Rose
AU - Feinberg, Jason I.
AU - Bakulski, Kelly M.
AU - Benke, Kelly S.
AU - Croen, Lisa A.
AU - Hertz-Picciotto, Irva
AU - Schmidt, Rebecca J.
AU - Lyall, Kristen
AU - Newschaffer, Craig J.
AU - Fallin, M. Daniele
AU - Volk, Heather E.
AU - Ladd-Acosta, Christine
N1 - Publisher Copyright:
Copyright © 2025 The Authors. Published by Wolters Kluwer Health, Inc. on behalf of The Environmental Epidemiology. All rights reserved.
PY - 2025/5/5
Y1 - 2025/5/5
N2 - Background: Prenatal air pollutants have been associated with adverse birth outcomes, and DNA methylation (DNAm) changes in placenta may contribute to these associations. DNAm-based epigenetic gestational age (GA) estimators are emerging biomarkers for aging/biological age that can reflect early-life exposures and predict long-term health outcomes. We leveraged 103 mother-offspring pairs from the Early Autism Risk Longitudinal Investigation cohort to assess associations between prenatal air pollution and placental epigenetic GA at birth. Methods: Prenatal air pollution concentrations (NO2, O3, PM2.5, and PM10) were estimated from weekly data from monitoring stations near maternal residence and calculated for preconception and pregnancy periods. DNAm from fetal-side placenta samples was measured on Illumina HumanMethylation450 BeadChip. Epigenetic GA was computed using Lee's robust placenta clock algorithm. GA acceleration/deceleration was the residual of predicted epigenetic GA on chronologic GA, adjusted (intrinsic) or unadjusted (extrinsic) for cell type proportions. We used linear regressions to examine associations between average air pollution levels in each period and GA acceleration/deceleration, and weekly distributed lag models to examine critical exposure windows. Results: Higher pregnancy average O3 and PM10 exposures were associated with decelerated intrinsic (β = -0.65 and -0.79) and extrinsic GA (β = -0.69 and -0.74) at birth (per 10-unit increment). Trimester-specific analyses revealed higher O3 and PM10 exposures in trimesters 2 to 3 associated with decelerated GA at birth. Weekly distributed lag models suggested pregnancy weeks 21 to 31 and 21 to 29 were critical windows of O3 and PM10 exposures, respectively. Conclusions: Prenatal air pollution exposures, especially during mid- to late-pregnancy, were associated with lower biological maturity at birth.
AB - Background: Prenatal air pollutants have been associated with adverse birth outcomes, and DNA methylation (DNAm) changes in placenta may contribute to these associations. DNAm-based epigenetic gestational age (GA) estimators are emerging biomarkers for aging/biological age that can reflect early-life exposures and predict long-term health outcomes. We leveraged 103 mother-offspring pairs from the Early Autism Risk Longitudinal Investigation cohort to assess associations between prenatal air pollution and placental epigenetic GA at birth. Methods: Prenatal air pollution concentrations (NO2, O3, PM2.5, and PM10) were estimated from weekly data from monitoring stations near maternal residence and calculated for preconception and pregnancy periods. DNAm from fetal-side placenta samples was measured on Illumina HumanMethylation450 BeadChip. Epigenetic GA was computed using Lee's robust placenta clock algorithm. GA acceleration/deceleration was the residual of predicted epigenetic GA on chronologic GA, adjusted (intrinsic) or unadjusted (extrinsic) for cell type proportions. We used linear regressions to examine associations between average air pollution levels in each period and GA acceleration/deceleration, and weekly distributed lag models to examine critical exposure windows. Results: Higher pregnancy average O3 and PM10 exposures were associated with decelerated intrinsic (β = -0.65 and -0.79) and extrinsic GA (β = -0.69 and -0.74) at birth (per 10-unit increment). Trimester-specific analyses revealed higher O3 and PM10 exposures in trimesters 2 to 3 associated with decelerated GA at birth. Weekly distributed lag models suggested pregnancy weeks 21 to 31 and 21 to 29 were critical windows of O3 and PM10 exposures, respectively. Conclusions: Prenatal air pollution exposures, especially during mid- to late-pregnancy, were associated with lower biological maturity at birth.
UR - https://www.scopus.com/pages/publications/105005159847
UR - https://www.scopus.com/inward/citedby.url?scp=105005159847&partnerID=8YFLogxK
U2 - 10.1097/EE9.0000000000000384
DO - 10.1097/EE9.0000000000000384
M3 - Article
C2 - 40331055
AN - SCOPUS:105005159847
SN - 2474-7882
VL - 9
SP - e384
JO - Environmental Epidemiology
JF - Environmental Epidemiology
IS - 3
ER -