TY - JOUR
T1 - Wildfire-specific fine particulate matter and preterm birth
T2 - a US ECHO Cohort analysis
AU - ECHO Cohort Consortium
AU - Sherris, Allison R.
AU - Dearborn, Logan C.
AU - Goin, Dana E.
AU - Loftus, Christine T.
AU - Szpiro, Adam A.
AU - Casey, Joan A.
AU - Ilango, Sindana D.
AU - Angal, Jyoti
AU - Bennett, Deborah H.
AU - Buxton, Miatta A.
AU - Camargo, Carlos A.
AU - Carroll, Kecia N.
AU - Childs, Marissa L.
AU - Cioffi, Camille
AU - Croen, Lisa A.
AU - Dabelea, Dana
AU - Eick, Stephanie M.
AU - Farzan, Shohreh F.
AU - Ferrara, Assiamira
AU - Garcia, Erika
AU - Gemmill, Alison
AU - Gilliland, Frank
AU - Habre, Rima
AU - Hertz-Picciotto, Irva
AU - Hipwell, Alison E.
AU - Hirtz, Deborah
AU - Karagas, Margaret R.
AU - Koinis-Mitchell, Daphne
AU - Kress, Amii M.
AU - Leve, Leslie D.
AU - Liang, Donghai
AU - Lyall, Kristen
AU - McCormack, Lacey A.
AU - McEvoy, Cindy T.
AU - Mirzakhani, Hooman
AU - Morello-Frosch, Rachel
AU - Niu, Zhongzheng
AU - O'Connor, Thomas G.
AU - Peterson, Alicia K.
AU - Schmidt, Rebecca J.
AU - Karr, Catherine J.
AU - Padula, Amy M.
N1 - Publisher Copyright:
© 2025 The Author(s). Published by Elsevier Ltd. This is an open access article under the CC BY license. http://creativecommons.org/licenses/by/4.0/
PY - 2025/12
Y1 - 2025/12
N2 - SummaryBackgroundExposure to PM2·5 from wildfire smoke during pregnancy has been implicated as a risk factor for preterm birth. We investigated this association in the prospective nationwide US Environmental Influences on Child Health Outcomes (ECHO) Cohort, focusing on prenatal wildfire PM2·5 exposure intensity, duration, and timing.MethodsIn this cohort analysis, we included live singleton births recorded in the ECHO Cohort with available data on gestational age at birth and birthweight and dates of conception between Jan 1, 2006, and March 20, 2020. Census tract-level estimates of daily mean wildfire-derived PM2·5 for the years 2006–20 from a previous machine learning model were linked to residential address history. We calculated the mean concentration of daily wildfire PM2·5, days with wildfire PM2·5 (>0, ≥2·5, ≥5·0, and ≥10·0 μg/m3; termed smoke days) and consecutive smoke days (2, 3, or ≥4 days; termed smoke waves) above the prespecified concentration thresholds across pregnancy. Associations of cumlative pregnancy wildfire PM2·5 exposure with preterm birth (delivery before 37 weeks of gestation) were analysed by adjusted pooled logistic regression in the nationwide ECHO sample and in the US West census region. Associations between smoke days in gestational weeks 0–35 and preterm birth were evaluated by logistic regression in the national sample.FindingsWe included 20 034 births from 30 ECHO Cohort study sites, with residences during pregnancy in all 48 contiguous US states and the District of Columbia. 1687 (8·4%) of the 20 034 infants were preterm. The mean daily wildfire PM2·5 concentration during pregnancy was 0·36 μg/m3 (SD 0·46), with exposure to a mean of 22·2 smoke days (SD 16·6) of any wildfire PM2·5 concentration (>0 μg/m3). Estimates of association between wildfire PM2·5 exposure metrics and preterm birth included the null in nationwide analyses; whereas, in the US West sample (N=5807), we estimated increased odds of preterm birth associated with mean daily wildfire PM2·5 (odds ratio [OR] 1·139 per 1-μg/m3 increase [95% CI 1·001–1·296]), exposure to smoke days with a wildfire PM2·5 concentration of 5·0 μg/m3 or greater (OR 1·018 per additional smoke day [1·003–1·032]) and 10·0 μg/m3 or greater (OR 1·030 [1·006–1·054]), and exposure to ≥4-day smoke waves of 5·0 μg/m3 or greater (OR 1·185 per additional smoke wave [1·044–1·347]) and 10·0 μg/m3 or greater (OR 1·232 [1·029–1·475]). At the national level, by week of gestation, associations with preterm birth were observed in mid-pregnancy for smoke days with wildfire PM2·5 concentrations above 0 μg/m3, of 2·5 μg/m3 or greater, and of 5·0 μg/m3 or greater, and in late pregnancy for smoke days of 10·0 μg/m3 or greater.InterpretationIn a prospective cohort, we observed increased odds of preterm birth associated with wildfire PM2·5 exposure in the western USA, with findings suggesting an exposure–response relationship for increasing exposure intensity and duration. Preterm birth was also associated with exposure to smoke days in mid-to-late pregnancy at the national level. For practice and policy, these findings support the need for public health interventions aimed at reducing exposure to wildfire smoke during pregnancy.FundingECHO Program, US National Institutes of Health Office of the Director.
AB - SummaryBackgroundExposure to PM2·5 from wildfire smoke during pregnancy has been implicated as a risk factor for preterm birth. We investigated this association in the prospective nationwide US Environmental Influences on Child Health Outcomes (ECHO) Cohort, focusing on prenatal wildfire PM2·5 exposure intensity, duration, and timing.MethodsIn this cohort analysis, we included live singleton births recorded in the ECHO Cohort with available data on gestational age at birth and birthweight and dates of conception between Jan 1, 2006, and March 20, 2020. Census tract-level estimates of daily mean wildfire-derived PM2·5 for the years 2006–20 from a previous machine learning model were linked to residential address history. We calculated the mean concentration of daily wildfire PM2·5, days with wildfire PM2·5 (>0, ≥2·5, ≥5·0, and ≥10·0 μg/m3; termed smoke days) and consecutive smoke days (2, 3, or ≥4 days; termed smoke waves) above the prespecified concentration thresholds across pregnancy. Associations of cumlative pregnancy wildfire PM2·5 exposure with preterm birth (delivery before 37 weeks of gestation) were analysed by adjusted pooled logistic regression in the nationwide ECHO sample and in the US West census region. Associations between smoke days in gestational weeks 0–35 and preterm birth were evaluated by logistic regression in the national sample.FindingsWe included 20 034 births from 30 ECHO Cohort study sites, with residences during pregnancy in all 48 contiguous US states and the District of Columbia. 1687 (8·4%) of the 20 034 infants were preterm. The mean daily wildfire PM2·5 concentration during pregnancy was 0·36 μg/m3 (SD 0·46), with exposure to a mean of 22·2 smoke days (SD 16·6) of any wildfire PM2·5 concentration (>0 μg/m3). Estimates of association between wildfire PM2·5 exposure metrics and preterm birth included the null in nationwide analyses; whereas, in the US West sample (N=5807), we estimated increased odds of preterm birth associated with mean daily wildfire PM2·5 (odds ratio [OR] 1·139 per 1-μg/m3 increase [95% CI 1·001–1·296]), exposure to smoke days with a wildfire PM2·5 concentration of 5·0 μg/m3 or greater (OR 1·018 per additional smoke day [1·003–1·032]) and 10·0 μg/m3 or greater (OR 1·030 [1·006–1·054]), and exposure to ≥4-day smoke waves of 5·0 μg/m3 or greater (OR 1·185 per additional smoke wave [1·044–1·347]) and 10·0 μg/m3 or greater (OR 1·232 [1·029–1·475]). At the national level, by week of gestation, associations with preterm birth were observed in mid-pregnancy for smoke days with wildfire PM2·5 concentrations above 0 μg/m3, of 2·5 μg/m3 or greater, and of 5·0 μg/m3 or greater, and in late pregnancy for smoke days of 10·0 μg/m3 or greater.InterpretationIn a prospective cohort, we observed increased odds of preterm birth associated with wildfire PM2·5 exposure in the western USA, with findings suggesting an exposure–response relationship for increasing exposure intensity and duration. Preterm birth was also associated with exposure to smoke days in mid-to-late pregnancy at the national level. For practice and policy, these findings support the need for public health interventions aimed at reducing exposure to wildfire smoke during pregnancy.FundingECHO Program, US National Institutes of Health Office of the Director.
UR - https://www.scopus.com/pages/publications/105026541721
U2 - 10.1016/j.lanplh.2025.101324
DO - 10.1016/j.lanplh.2025.101324
M3 - Article
C2 - 41197644
AN - SCOPUS:105026541721
SN - 2542-5196
VL - 9
JO - The Lancet Planetary Health
JF - The Lancet Planetary Health
IS - 12
M1 - 101324
ER -