Maternal Exposure to Air Pollution and Risk of Autism in Children: A Systematic Review and Meta-Analysis
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The number of children diagnosed with autism spectrum disorder (ASD) has been increasing. Previous studies suggested potential association between pregnancy air pollution exposure and ASD. This systematic review and meta-analysis is intended to summarize the association between maternal exposure to outdoor air pollution and ASD in children by trimester based on recent studies. A systematic literature search in 3 databases (Medline, Embase, and Web of Science) was performed using subject headings related to ASD and air pollution since 2007. Eligible studies were screened and evaluated based on predetermined criteria. For meta-analyses, the studies were grouped by air pollutant and exposure time (prenatal period and trimesters). Within-group studies were standardized by log odds ratio (OR) and then combined by three meta-analysis methods: frequentist fixed and random effects models, and Bayesian random effects model. Initial search identified 1564 papers, of which 25 studies remained for final analysis after duplicates and ineligible studies were removed. Of the 25 studies, 13, 14, 12, and 7 studies investigated ASD in children associated with PM2.5, PM10, NO2, and ozone, respectively. The frequentist and Bayesian random effects models resulted in different statistical significance. For prenatal period, frequentist meta-analysis returned significant pooled ORs with 95% confidence intervals, 1.06(1.01,1.11) for PM2.5 and 1.02(1.01,1.04) for NO2, whereas Bayesian meta-analysis showed similar ORs with wider 95% posterior intervals, 1.06(1.00,1.13) for PM2.5 and 1.02(1.00,1.05) for NO2. Third trimester appeared to have higher pooled ORs for PM2.5, PM10, and ozone, but patterns in the time-varying associations over the trimester were inconsistent. For positive association between maternal exposure to ambient air pollution and ASD in children, there is some evidence for PM2.5, weak evidence for NO2 and little evidence for PM10 and ozone. However, patterns in associations over trimesters were inconsistent among studies and among air pollutants.
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Maternal psychosocial stress, environmental pollutants, and endocrine-disrupting chemicals can interact synergistically with nutritional factors to modulate epigenetic programming and metabolic outcomes.
“Maternal psychosocial stress, environmental pollutants, and endocrine-disrupting chemicals can interact synergistically with nutritional factors to modulate epigenetic programming and metabolic outcomes.”
From Maternal Overnutrition and Fetal Programming: Long-Term Metabolic, Cognitive, and Epigenetic Consequences (2026) · cites this paper as [5]
Cites
Diagnostic and Statistical Manual of Mental Disorders
Williams, J. B. W., & First, M. B. (2013) · Oxford University Press eBooks · doi:10.1093/acrefore/9780199975839.013.104 · Cited by 109,841 · see citing works
Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement
Moher, D., Liberati, A., Tetzlaff, J., Altman, D. G., & The PRISMA Group (2009) · PLoS Medicine · doi:10.1371/journal.pmed.1000097 · Cited by 64,042 · see citing works
Bias in meta-analysis detected by a simple, graphical test
Egger, M., Smith, G. D., Schneider, M., & Minder, C. (1997) · BMJ · doi:10.1136/bmj.315.7109.629 · Cited by 56,722 · see citing works
Preferred reporting items for systematic reviews and meta-analyses: the PRISMA Statement.
(2009) · PubMed Central · Cited by 44,859 · see citing works
(2014) · Medical Entomology and Zoology · Cited by 17,633 · see citing works
Baio, J., Wiggins, L., Christensen, D. L., Maenner, M. J., Daniels, J., Warren, Z., Kurzius-Spencer, M., Zahorodny, W., Robinson, C., Rosenberg, et al. (2018) · MMWR. Surveillance Summaries · doi:10.15585/mmwr.ss6706a1 · Cited by 6,078 · see citing works
Mapping autism risk loci using genetic linkage and chromosomal rearrangements
The Autism Genome Project Consortium (2007) · Nature Genetics · doi:10.1038/ng1985 · Cited by 1,402 · see citing works
Organophosphate Pesticide Exposure and Neurodevelopment in Young Mexican-American Children
Eskenazi, B., Marks, A. R., Bradman, A., Harley, K. G., Barr, D. B., Johnson, C. B., Morga, N., & Jewell, N. P. (2007) · Environmental Health Perspectives · doi:10.1289/ehp.9828 · Cited by 705 · see citing works
Traffic-Related Air Pollution, Particulate Matter, and Autism
Volk, H. E., Lurmann, F., Penfold, B., Hertz-Picciotto, I., & McConnell, R. (2013) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2013.266 · Cited by 638 · see citing works
Environmental toxicants and autism spectrum disorders: a systematic review
Rossignol, D. A., Genuis, S. J., & Frye, R. E. (2014) · Translational Psychiatry · doi:10.1038/tp.2014.4 · Cited by 458 · see citing works
Maternal lifestyle and environmental risk factors for autism spectrum disorders
Lyall, K., Schmidt, R. J., & Hertz-Picciotto, I. (2014) · International Journal of Epidemiology · doi:10.1093/ije/dyt282 · Cited by 427 · see citing works
Factors influencing the quality of life of pregnant women: a systematic review
Lagadec, N., Steinecker, M., Kapassi, A., Magnier, A. M., Chastang, J., Robert, S., Gaouaou, N., & Ibañez, G. E. (2018) · BMC Pregnancy and Childbirth · doi:10.1186/s12884-018-2087-4 · Cited by 372 · see citing works
Raz, R., Roberts, A. L., Lyall, K., Hart, J. E., Just, A. C., Laden, F., & Weisskopf, M. G. (2014) · Environmental Health Perspectives · doi:10.1289/ehp.1408133 · Cited by 358 · see citing works
Changes in Prefrontal Axons May Disrupt the Network in Autism
Zikopoulos, B., & Barbas, H. (2010) · The Journal of Neuroscience · doi:10.1523/jneurosci.2257-10.2010 · Cited by 357 · see citing works
Ambient Air Pollution and Autism in Los Angeles County, California
Becerra, T. A., Wilhelm, M., Olsen, J., Cockburn, M., & Ritz, B. (2013) · Environmental Health Perspectives · doi:10.1289/ehp.1205827 · Cited by 355 · see citing works
Residential Proximity to Freeways and Autism in the CHARGE Study
Volk, H. E., Hertz-Picciotto, I., Delwiche, L., Lurmann, F., & McConnell, R. (2011) · Environmental Health Perspectives · doi:10.1289/ehp.1002835 · Cited by 347 · see citing works
Roberts, A. L., Lyall, K., Hart, J. E., Laden, F., Just, A. C., Bobb, J. F., Koenen, K. C., Ascherio, A., & Weisskopf, M. G. (2013) · Environmental Health Perspectives · doi:10.1289/ehp.1206187 · Cited by 306 · see citing works
A Systematic Review and Meta-Analysis of Multiple Airborne Pollutants and Autism Spectrum Disorder
Lam, J., Sutton, P., Kalkbrenner, A., Windham, G., Halladay, A., Koustas, E., Lawler, C., Davidson, L., Daniels, N., Newschaffer, C., et al. (2016) · PLOS ONE · doi:10.1371/journal.pone.0161851 · Cited by 247 · see citing works
Landrigan, P. J., Lambertini, L., & Birnbaum, L. S. (2012) · Environmental Health Perspectives · doi:10.1289/ehp.1104285 · Cited by 230 · see citing works
Evaluating changes in the prevalence of the autism spectrum disorders (ASDs).
Rice, C. E., Rosanoff, M., Dawson, G., Durkin, M. S., Croen, L. A., Singer, A., & Yeargin-Allsopp, M. (2012) · Public health reviews · doi:10.1007/bf03391685 · Cited by 210 · see citing works
Kalkbrenner, A. E., Windham, G. C., Serre, M. L., Akita, Y., Wang, X., Hoffman, K., Thayer, B. P., & Daniels, J. L. (2014) · Epidemiology · doi:10.1097/ede.0000000000000173 · Cited by 200 · see citing works
Aoki, Y. Y., Abe, O., Nippashi, Y., & Yamasue, H. (2013) · Molecular Autism · doi:10.1186/2040-2392-4-25 · Cited by 184 · see citing works
Perinatal exposure to hazardous air pollutants and autism spectrum disorders at age 8
Kalkbrenner, A. E., Daniels, J. L., Chen, J.-C., Poole, C., Emch, M., & Morrissey, J. (2010) · Epidemiology · doi:10.1097/ede.0b013e3181e65d76 · Cited by 184 · see citing works
Jung, C., Lin, Y.-T., & Hwang, B. (2013) · PLoS ONE · doi:10.1371/journal.pone.0075510 · Cited by 164 · see citing works
Fine particulate matter and the risk of autism spectrum disorder
Talbott, E. O., Arena, V. C., Rager, J. R., Clougherty, J. E., Michanowicz, D. R., Sharma, R. K., & Stacy, S. L. (2015) · Environmental Research · doi:10.1016/j.envres.2015.04.021 · Cited by 159 · see citing works
Flores-Pajot, M.-C., Ofner, M., Do, M. T., Lavigne, E., & Villeneuve, P. J. (2016) · Environmental Research · doi:10.1016/j.envres.2016.07.030 · Cited by 157 · see citing works
A quarter century of progress on the early detection and treatment of autism spectrum disorder
Dawson, G., & Bernier, R. (2013) · Development and Psychopathology · doi:10.1017/s0954579413000710 · Cited by 152 · see citing works
Association of Prenatal Exposure to Air Pollution With Autism Spectrum Disorder
Pagalan, L., Bickford, C., Weikum, W., Lanphear, B. P., Brauer, M. D., Lanphear, N. E., Hanley, G. E., Oberlander, T. F., & Winters, M. (2018) · Archives of Pediatrics and Adolescent Medicine · doi:10.1001/jamapediatrics.2018.3101 · Cited by 147 · see citing works
Guxens, M., Ghassabian, A., Gong, T., Garcia-Esteban, R., Porta, D., Giorgis-Allemand, L., Almqvist, C., Aranbarri, A., Beelen, R., Badaloni, C., et al. (2016) · Environmental Health Perspectives · doi:10.1289/ehp.1408483 · Cited by 144 · see citing works
The association of environmental toxicants and autism spectrum disorders in children
Ye, B. S., Leung, A. O. W., & Wong, M. H. (2017) · Environmental Pollution · doi:10.1016/j.envpol.2017.04.039 · Cited by 133 · see citing works
Air Pollution and Autism Spectrum Disorders: Causal or Confounded?
Weisskopf, M. G., Kioumourtzoglou, M., & Roberts, A. L. (2015) · Current Environmental Health Reports · doi:10.1007/s40572-015-0073-9 · Cited by 129 · see citing works
Chen, G., Jin, Z., Li, S., Jin, X., Tong, S., Liu, S., Yang, Y., Huang, H., & Guo, Y. (2018) · Environment International · doi:10.1016/j.envint.2018.10.026 · Cited by 129 · see citing works
Musculoskeletal pain and symptoms in pregnancy: a descriptive study
Kesikburun, S., Güzelküçük, Ü., Fidan, U., Demir, Y., Ergün, A., & Tan, A. K. (2018) · Therapeutic Advances in Musculoskeletal Disease · doi:10.1177/1759720x18812449 · Cited by 117 · see citing works
In Utero Exposure to Toxic Air Pollutants and Risk of Childhood Autism
Ehrenstein, O. S. V., Aralis, H. J., Cockburn, M., & Ritz, B. R. (2014) · Epidemiology · doi:10.1097/ede.0000000000000150 · Cited by 116 · see citing works
Exposure to Air Pollution From Traffic and Neurodevelopmental Disorders in Swedish Twins
Gong, T., Almqvist, C., Bölte, S., Lichtenstein, P., Anckarsäter, H., Lind, T., Lundholm, C., & Pershagen, G. (2014) · Twin Research and Human Genetics · doi:10.1017/thg.2014.58 · Cited by 116 · see citing works
Goodrich, A. J., Volk, H. E., Tancredi, D. J., McConnell, R., Lurmann, F. W., Hansen, R. L., & Schmidt, R. J. (2017) · Autism Research · doi:10.1002/aur.1885 · Cited by 101 · see citing works
Air pollution and autism in Denmark
Ritz, B. R., Liew, Z., Yan, Q. J., Cuia, X., Virk, J., Ketzel, M., & Raaschou‐Nielsen, O. (2018) · Environmental Epidemiology · doi:10.1097/ee9.0000000000000028 · Cited by 100 · see citing works
Ng, M., de Montigny, J., Ofner, M., & Do, M. (2017) · Health Promotion and Chronic Disease Prevention in Canada · doi:10.24095/hpcdp.37.1.01 · Cited by 90 · see citing works
Raz, R., Levine, H., Pinto, O. Y., Broday, D. M., Yuval, & Weisskopf, M. G. (2017) · American Journal of Epidemiology · doi:10.1093/aje/kwx294 · Cited by 86 · see citing works
The neurological effects of air pollution in children
Sunyer, J. (2008) · European Respiratory Journal · doi:10.1183/09031936.00073708 · Cited by 80 · see citing works
Talbott, E. O., Marshall, L. P., Rager, J. R., Arena, V. C., Sharma, R. K., & Stacy, S. L. (2015) · Environmental Health · doi:10.1186/s12940-015-0064-1 · Cited by 79 · see citing works
Perinatal Exposure to Traffic-Related Air Pollution and Autism Spectrum Disorders
Gong, T., Dalman, C., Wicks, S., Dal, H., Magnusson, C., Lundholm, C., Almqvist, C., & Pershagen, G. (2016) · Environmental Health Perspectives · doi:10.1289/ehp118 · Cited by 78 · see citing works
Wong, C. T., Wais, J., & Crawford, D. A. (2015) · European Journal of Neuroscience · doi:10.1111/ejn.13028 · Cited by 74 · see citing works
Increased aggression during pregnancy comes at a higher metabolic cost
Seebacher, F., Ward, A. J. W., & Wilson, R. S. (2013) · Journal of Experimental Biology · doi:10.1242/jeb.079756 · Cited by 69 · see citing works
Yousefian, F., Mahvi, A. H., Yunesian, M., Hassanvand, M. S., Kashani, H., & Amini, H. (2018) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2018.06.259 · Cited by 63 · see citing works
Kerin, T., Volk, H. E., Li, W., Lurmann, F. W., Eckel, S. P., McConnell, R., & Hertz‐Picciotto, I. (2017) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-017-3304-0 · Cited by 60 · see citing works
Kaufman, J. A., Wright, J. M., Rice, G. E., Connolly, N., Bowers, K. A., & Anixt, J. S. (2019) · Environmental Research · doi:10.1016/j.envres.2019.01.013 · Cited by 59 · see citing works
The joint effect of air pollution exposure and copy number variation on risk for autism
Kim, D., Volk, H. E., Girirajan, S., Pendergrass, S. A., Hall, M. A., Verma, S. S., Schmidt, R. J., Hansen, R. L., Ghosh, D., Ludeña, Y., et al. (2017) · Autism Research · doi:10.1002/aur.1799 · Cited by 56 · see citing works
Changes in Leisure Time Physical Activity During Pregnancy Compared to the Prior Year
Amezcua‐Prieto, C., Olmedo‐Requena, R., Jiménez-Mejías, E., Hurtado-Sánchez, F., Mozas‐Moreno, J., Lardelli‐Claret, P., & Jiménez‐Moleón, J. J. (2012) · Maternal and Child Health Journal · doi:10.1007/s10995-012-1038-3 · Cited by 51 · see citing works
Chang, Y. C., Daza, R. A. M., Hevner, R. F., Costa, L. G., & Cole, T. B. (2019) · Brain Behavior and Immunity · doi:10.1016/j.bbi.2019.01.013 · Cited by 44 · see citing works
Air Toxics in Relation to Autism Diagnosis, Phenotype, and Severity in a U.S. Family-Based Study
Kalkbrenner, A. E., Windham, G. C., Zheng, C., McConnell, R., Lee, N. L., Schauer, J. J., Thayer, B. P., Pandey, J., & Volk, H. E. (2018) · Environmental Health Perspectives · doi:10.1289/ehp1867 · Cited by 43 · see citing works
Outdoor Fine Particles and Nonfatal Strokes
Shin, H. H., Fann, N. L., Burnett, R. T., Cohen, A., & Hubbell, B. (2014) · Epidemiology · doi:10.1097/ede.0000000000000162 · Cited by 42 · see citing works
Self-citationWindham, G. C., Sumner, A., Li, S. X., Anderson, M., Katz, E., Croen, L., & Grether, J. K. (2013) · Autism Research · doi:10.1002/aur.1275 · Cited by 39 · see citing works
The association between air pollutants and autism spectrum disorders
Yang, C., Zhao, W., Deng, K., Zhou, V., Zhou, X., & Hou, Y. (2017) · Environmental Science and Pollution Research · doi:10.1007/s11356-017-8928-2 · Cited by 32 · see citing works
Al-Hamdan, A. Z., Preetha, P. P., Albashaireh, R. N., Al‐Hamdan, M. Z., & Crosson, W. L. (2018) · Environmental Science and Pollution Research · doi:10.1007/s11356-017-1114-8 · Cited by 20 · see citing works
Psychiatric disorders and gestational weight gain among women who quit smoking during pregnancy
Levine, M. D., Cheng, Y., Marcus, M. D., & Emery, R. L. (2014) · Journal of Psychosomatic Research · doi:10.1016/j.jpsychores.2014.11.013 · Cited by 5 · see citing works
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Costa, L. G., Cole, T. B., Dao, K., Chang, Y. C., Coburn, J. L., & Garrick, J. M. (2020) · Pharmacology & Therapeutics · doi:10.1016/j.pharmthera.2020.107523 · Cited by 490 · see citing works
Hahad, O., Lelieveld, J., Birklein, F., Lieb, K., Daiber, A., & Münzel, T. F. (2020) · International Journal of Molecular Sciences · doi:10.3390/ijms21124306 · Cited by 438 · see citing works
Han, V. X., Patel, S., Jones, H. F., Nielsen, T. C., Mohammad, S. S., Hofer, M. J., Gold, W. A., Brilot, F., Lain, S. J., Nassar, N., et al. (2021) · Translational Psychiatry · doi:10.1038/s41398-021-01198-w · Cited by 385 · see citing works
Cheroni, C., Caporale, N., & Testa, G. (2020) · Molecular Autism · doi:10.1186/s13229-020-00370-1 · Cited by 268 · see citing works
Environmental Risk Factors and Health: An Umbrella Review of Meta-Analyses
Rueda, D. R., Morales-Zamora, E., Alsufyani, W. A., Herbst, C. H., AlBalawi, S. M., Alsukait, R. F., & Alomran, M. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18020704 · Cited by 157 · see citing works
New advances in the diagnosis and treatment of autism spectrum disorders
Qin, L., Wang, H., Ning, W., Cui, M., & Wang, Q. (2024) · European journal of medical research · doi:10.1186/s40001-024-01916-2 · Cited by 137 · see citing works
Raduà, J., Prisco, M. D., Oliva, V., Fico, G., Vieta, E., & Fusar-Poli, P. (2024) · World Psychiatry · doi:10.1002/wps.21219 · Cited by 132 · see citing works
Autism spectrum disorder and air pollution: A systematic review and meta-analysis
Dutheil, F., Comptour, A., Morlon, R., Mermillod, M., Pereira, B., Baker, J. S., Charkhabi, M., Clinchamps, M., & Bourdel, N. (2021) · Environmental Pollution · doi:10.1016/j.envpol.2021.116856 · Cited by 133 · see citing works
Frye, R. E., Rincon, N., McCarty, P. J., Brister, D., Scheck, A. C., & Rossignol, D. A. (2024) · Neurobiology of Disease · doi:10.1016/j.nbd.2024.106520 · Cited by 127 · see citing works
Rahman, M. M., Shu, Y., Chow, T., Lurmann, F., Yu, X., Martinez, M. P., Carter, S., Eckel, S. P., Chen, J., Chen, Z., et al. (2022) · Environmental Health Perspectives · doi:10.1289/ehp9509 · Cited by 116 · see citing works
Mathiarasan, S., & Hüls, A. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18020795 · Cited by 116 · see citing works
Air Pollution–Related Neurotoxicity Across the Life Span
Cory‐Slechta, D. A., Merrill, A. K., & Sobolewski, M. (2022) · The Annual Review of Pharmacology and Toxicology · doi:10.1146/annurev-pharmtox-051921-020812 · Cited by 89 · see citing works
Cuijpers, P. J., Miguel, C., Čihařová, M., Kumar, M., Brander, L., Kumar, P., & Karyotaki, E. (2023) · Psychological Medicine · doi:10.1017/s0033291722003890 · Cited by 85 · see citing works
Mental health and the global climate crisis
Corvalan, C. F., Gray, B., Prats, E. V., de Sena, A. R. M., Hanna, F., & Campbell-Lendrum, D. H. (2022) · Epidemiology and Psychiatric Sciences · doi:10.1017/s2045796022000361 · Cited by 89 · see citing works
Air pollution and neurological development in children
Ha, S. (2020) · Developmental Medicine & Child Neurology · doi:10.1111/dmcn.14758 · Cited by 75 · see citing works
Hollander, J. A., Cory‐Slechta, D. A., Jacka, F. N., Szabo, S. T., Guilarte, T. R., Bilbo, S. D., Mattingly, C. J., Moy, S. S., Haroon, E., Hornig, M., et al. (2020) · Neuropsychopharmacology · doi:10.1038/s41386-020-0648-5 · Cited by 70 · see citing works
Frye, R. E., Cakir, J., Rose, S., Delhey, L. M., Bennuri, S. C., Tippett, M., Melnyk, S., James, S. J., Palmer, R. F., Austin, C. E., et al. (2020) · Molecular Psychiatry · doi:10.1038/s41380-020-00885-2 · Cited by 67 · see citing works
Lin, L., Zhan, X., Jin, C., Liang, J., Jin, J., & Dong, G. (2022) · Environmental Research · doi:10.1016/j.envres.2022.112876 · Cited by 59 · see citing works
Pham, C., Symeonides, C., O’Hely, M., Sly, P. D., Knibbs, L. D., Thomson, S. M., Vuillermin, P., Saffery, R., Ponsonby, A., & the Barwon Infant Study Investigator Group (2022) · Autism · doi:10.1177/13623613211068223 · Cited by 52 · see citing works
Maternal tobacco smoking and offspring autism spectrum disorder or traits in ECHO cohorts
Hertz‐Picciotto, I., Korrick, S., Ladd‐Acosta, C., Karagas, M. R., Lyall, K., Schmidt, R. J., Dunlop, A. L., Croen, L., Dabelea, D., Daniels, J. L., et al. (2022) · Autism Research · doi:10.1002/aur.2665 · Cited by 51 · see citing works
In utero exposure to near-roadway air pollution and autism spectrum disorder in children
Carter, S., Rahman, M. M., Lin, J. C., Shu, Y., Chow, T., Yu, X., Martinez, M. P., Eckel, S. P., Chen, J., Chen, Z., et al. (2021) · Environment International · doi:10.1016/j.envint.2021.106898 · Cited by 52 · see citing works
Wathore, R., & Patel, A. (2024) · doi:10.1093/oso/9780197662526.003.0026 · Cited by 47 · see citing works
Shang, L., Yang, L., Yang, W., Huang, L., Qi, C., Yang, Z., Fu, Z., & Chung, M. C. (2020) · Environmental Science and Pollution Research · doi:10.1007/s11356-020-08832-y · Cited by 46 · see citing works
Prenatal air pollution, maternal immune activation, and autism spectrum disorder
Yu, X., Rahman, M. M., Carter, S., Lin, J. C., Zhuang, Z., Chow, T., Lurmann, F., Kleeman, M. J., Martinez, M. P., van Donkelaar, A., et al. (2023) · Environment International · doi:10.1016/j.envint.2023.108148 · Cited by 43 · see citing works
Effects of air pollution exposure on social behavior: a synthesis and call for research
Weitekamp, C. A., & Hofmann, H. A. (2021) · Environmental Health · doi:10.1186/s12940-021-00761-8 · Cited by 42 · see citing works
Outdoor air quality and human health: An overview of reviews of observational studies
Markozannes, G., Pantavou, K., Rizos, E. C., Sindosi, O. Α., Tagkas, C., Seyfried, M., Saldanha, I. J., Hatzianastassiou, N., Nikolopoulos, G. K., & Ntzani, E. (2022) · Environmental Pollution · doi:10.1016/j.envpol.2022.119309 · Cited by 40 · see citing works
Buonocore, J. J., Salimifard, P., Michanowicz, D. R., & Allen, J. G. (2021) · Environmental Research Letters · doi:10.1088/1748-9326/abe74c · Cited by 40 · see citing works
Duque-Cartagena, T., Dalla, M. D. B., Mundstock, E., Neto, F. K., Espinoza, S. A. R., de Moura, S. K., Zanirati, G., Padoin, A. V., Piñeros, J. G., Stein, A. T., et al. (2024) · BMC Public Health · doi:10.1186/s12889-024-19742-w · Cited by 39 · see citing works
Zang, S., Wu, Q., Li, X., Gao, C., Liu, Y., Jiang, Y., Zhang, J., Sun, H. J., Chang, Q., & Zhao, Y. (2021) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2021.152381 · Cited by 37 · see citing works
Rahman, M. M., Carter, S., Lin, J. C., Chow, T., Yu, X., Martinez, M. P., Chen, Z., Chen, J., Rud, D., Lewinger, J. P., et al. (2022) · Environmental Science & Technology · doi:10.1021/acs.est.2c05197 · Cited by 37 · see citing works
Li, Y., Xie, T., Melo, D. C., de Vries, M., Lakerveld, J., Zijlema, W. L., & Hartman, C. A. (2023) · Environmental Research · doi:10.1016/j.envres.2023.115704 · Cited by 37 · see citing works
Environmental pollution and extreme weather conditions: insights into the effect on mental health
Tota, M., Karska, J., Kowalski, S., Piątek, N., Pszczołowska, M., Mazur, K., & Piotrowski, P. (2024) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2024.1389051 · Cited by 45 · see citing works
Prenatal exposure to particulate matter and placental gene expression
Enquobahrie, D. A., MacDonald, J. W., Hussey, M. R., Bammler, T. K., Loftus, C. T., Paquette, A. G., Byington, N., Marsit, C. J., Szpiro, A. A., Kaufman, J. D., et al. (2022) · Environment International · doi:10.1016/j.envint.2022.107310 · Cited by 36 · see citing works
Association between exposure to air pollutants and the risk of inflammatory bowel diseases visits
Ding, S., Sun, S., Ding, R., Song, S., Cao, Y. L., & Zhang, L. (2021) · Environmental Science and Pollution Research · doi:10.1007/s11356-021-17009-0 · Cited by 36 · see citing works
Sobolewski, M., Conrad, K., Marvin, E., Eckard, M. L., Goeke, C. M., Merrill, A. K., Welle, K. A., Jackson, B. P., Gelein, R. M., Chalupa, D., et al. (2022) · Particle and Fibre Toxicology · doi:10.1186/s12989-022-00496-5 · Cited by 36 · see citing works
Air Pollution during Pregnancy and Childhood Autism Spectrum Disorder in Taiwan
Wang, S.-Y., Cheng, Y., Guo, H., & Tseng, Y.-C. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18189784 · Cited by 35 · see citing works
Bragg, M. G., Chavarro, J. E., Hamra, G. B., Hart, J. E., Tabb, L. P., Weisskopf, M. G., Volk, H. E., & Lyall, K. (2022) · Current Environmental Health Reports · doi:10.1007/s40572-022-00347-7 · Cited by 35 · see citing works
Liu, H., Ding, L., Qu, G., Guo, X., Liang, M., Ma, S., & Sun, Y. (2022) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2022.158830 · Cited by 34 · see citing works
Alter, N. C., Whitman, E. M., Bellinger, D. C., & Landrigan, P. J. (2024) · Environmental Health · doi:10.1186/s12940-024-01122-x · Cited by 36 · see citing works
Berg, E. L., Pedersen, L. R., Pride, M. C., Petkova, S. P., Patten, K. T., Valenzuela, A. E., Wallis, C., Bein, K. J., Wexler, A. S., Lein, P. J., et al. (2020) · Translational Psychiatry · doi:10.1038/s41398-020-00978-0 · Cited by 33 · see citing works
Guo, Y., Cao, Z., Jiao, X., Bai, D., Zhang, Y., Hua, J., Liu, W., & Teng, X. (2020) · Environmental Pollution · doi:10.1016/j.envpol.2020.115858 · Cited by 33 · see citing works
Ahadullah, Yau, S., Lu, H., Lee, T. M. C., Guo, H., & Chan, C. C. H. (2021) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2021.06.043 · Cited by 33 · see citing works
Pagalan, L., Oberlander, T. F., Hanley, G. E., Rosella, L. C., Bickford, C., Weikum, W., Lanphear, N. E., Lanphear, B. P., Brauer, M. D., & van den Bosch, M. A. (2022) · Environment International · doi:10.1016/j.envint.2022.107445 · Cited by 32 · see citing works
The Built Environment and Pediatric Health
Bole, A., Bernstein, A., White, M. J., COUNCIL ON ENVIRONMENTAL HEALTH AND CLIMATE CHANGE, Bole, A., Balk, S. J., Byron, L. G., Huerta-Montañez, G. M., Landrigan, P. J., Marcus, S. M., et al. (2024) · Pediatrics · doi:10.1542/peds.2023-064773 · Cited by 29 · see citing works
Flanagan, E., Malmqvist, E., Rittner, R., Gustafsson, P., Källén, K., & Oudin, A. (2023) · Scientific Reports · doi:10.1038/s41598-023-30877-5 · Cited by 30 · see citing works
Neurodevelopmental toxicity induced by airborne particulate matter
Shang, M., Tang, M. X., & Xue, Y. (2022) · Journal of Applied Toxicology · doi:10.1002/jat.4382 · Cited by 29 · see citing works
Chen, B., Huang, S., He, J., He, Q., Chen, S., Liu, X., Peng, S., Luo, D., & Duan, Y. (2020) · Chemosphere · doi:10.1016/j.chemosphere.2020.126824 · Cited by 28 · see citing works
Amnuaylojaroen, T., Parasin, N., & Saokaew, S. (2024) · Reproductive Toxicology · doi:10.1016/j.reprotox.2024.108582 · Cited by 27 · see citing works
Yu, X., Rahman, M. M., Wang, Z., Carter, S., Schwartz, J. D., Chen, Z., Eckel, S. P., Hackman, D. A., Chen, J., Xiang, A. H., et al. (2021) · Environmental Research · doi:10.1016/j.envres.2021.112590 · Cited by 27 · see citing works
Kim, J. H., Yan, Q. J., Uppal, K., Cui, X., Ling, C., Walker, D. I., Heck, J. E., Ehrenstein, O. S. V., Jones, D. P., & Ritz, B. R. (2021) · Environmental Research · doi:10.1016/j.envres.2021.110823 · Cited by 27 · see citing works
Landrigan, P. J., Fisher, S., Kenny, M. E., Gedeon, B., Bryan, L., Mu, J., & Bellinger, D. (2022) · Environmental Health · doi:10.1186/s12940-022-00879-3 · Cited by 25 · see citing works
Considering Toxic Chemicals in the Etiology of Autism
Volk, H. E., Ames, J. L., Chen, A., Fallin, M. D., Hertz-Picciotto, I., Halladay, A., Hirtz, D., Lavin, A., Ritz, B., Zoeller, T., et al. (2022) · Pediatrics · doi:10.1542/peds.2021-053012 · Cited by 24 · see citing works
Murphy, M. S. Q., Abdulaziz, K. E., Lavigne, É., Erwin, E., Guo, Y., Dingwall‐Harvey, A. L. J., Stieb, D. M., Walker, M. C., Wen, S. W., & Shin, H. H. (2024) · Environmental Research · doi:10.1016/j.envres.2024.119706 · Cited by 23 · see citing works
Self-citationEstimated public health benefits of a low-emission zone in Malmö, Sweden
Flanagan, E., Malmqvist, E., Gustafsson, S., & Oudin, A. (2022) · Environmental Research · doi:10.1016/j.envres.2022.114124 · Cited by 24 · see citing works
Air Pollution and Autism Spectrum Disorder in Israel
Magen-Molho, H., Weisskopf, M. G., Nevo, D., Shtein, A., Chen, S., Broday, D. M., Kloog, I., Levine, H., Pinto, O. Y., & Raz, R. (2021) · Epidemiology · doi:10.1097/ede.0000000000001407 · Cited by 22 · see citing works
Mouat, J. S., & LaSalle, J. M. (2022) · Frontiers in Genetics · doi:10.3389/fgene.2022.831221 · Cited by 22 · see citing works
Rahman, M. M., Carter, S., Lin, J. C., Chow, T., Yu, X., Martinez, M. P., Levitt, P. R., Chen, Z., Chen, J., Rud, D., et al. (2023) · Environment International · doi:10.1016/j.envint.2023.107736 · Cited by 20 · see citing works
Tokuda, N., Ishikawa, R., Yoda, Y., Araki, S., Shimadera, H., & Shima, M. (2023) · Environmental Research · doi:10.1016/j.envres.2023.116733 · Cited by 21 · see citing works
Varela, R. B., Cararo, J. H., Tye, S. J., Carvalho, A. F., Valvassori, S. S., Fries, G. R., & Quevedo, J. (2022) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2022.104579 · Cited by 19 · see citing works
Susuz, Ç., & Doğan, B. G. (2020) · Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Halk Sağlığı Dergisi · doi:10.35232/estudamhsd.684075 · Cited by 18 · see citing works
Season of Conception and Risk of Cerebral Palsy
Zhuo, H., Ritz, B. R., Warren, J. L., & Liew, Z. (2023) · JAMA Network Open · doi:10.1001/jamanetworkopen.2023.35164 · Cited by 18 · see citing works
Goodrich, A. J., Kleeman, M. J., Tancredi, D. J., Ludeña, Y., Bennett, D. H., Hertz‐Picciotto, I., & Schmidt, R. J. (2023) · Environmental Research · doi:10.1016/j.envres.2023.117624 · Cited by 18 · see citing works
Bakulski, K. M., Fisher, J., Dou, J., Gard, A. M., Schneper, L. M., Notterman, D. A., Ware, E. B., & Mitchell, C. M. (2021) · Toxics · doi:10.3390/toxics9100262 · Cited by 16 · see citing works
Ambient fine particulate matter exposures and oxidative protein damage in early pregnant women
Yang, J., Chu, M., Gong, C., Gong, X., Han, B., Chen, L., Wang, J., Bai, Z., & Zhang, Y. (2022) · Environmental Pollution · doi:10.1016/j.envpol.2022.120604 · Cited by 16 · see citing works
Gillera, S. E. A., Marinello, W. P., Cao, K. T., Horman, B. M., Stapleton, H. M., & Patisaul, H. B. (2021) · Endocrinology · doi:10.1210/endocr/bqab100 · Cited by 16 · see citing works
O’Sharkey, K., Mitra, S., Chow, T., Paik, S.-A., Thompson, L. K., Su, J. G., Cockburn, M., & Ritz, B. R. (2025) · Environment International · doi:10.1016/j.envint.2025.109562 · Cited by 15 · see citing works
Russell, G. (2020) · Routledge eBooks · doi:10.4324/9780429285912 · Cited by 23 · see citing works
Win‐Shwe, T., Kyi‐Tha‐Thu, C., Fujitani, Y., Tsukahara, S., & Hirano, S. (2021) · International Journal of Molecular Sciences · doi:10.3390/ijms22020538 · Cited by 15 · see citing works
Dhulkifle, H., Agouni, A., Zeidan, A., Al-Kuwari, M. B. S., Parray, A., Tolefat, M., & Korashy, H. M. (2021) · International Journal of Molecular Sciences · doi:10.3390/ijms22179258 · Cited by 15 · see citing works
Trimester-specific ambient PM2.5 exposures and risk of intellectual disability in Utah
Grineski, S. E., Alexander, C., Renteria, R., Collins, T. W., Bilder, D. A., VanDerslice, J. A., & Bakian, A. V. (2022) · Environmental Research · doi:10.1016/j.envres.2022.115009 · Cited by 14 · see citing works
Yu, T., Chang, K., & Kuo, P. (2022) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2022.05.009 · Cited by 13 · see citing works
Gong, T., Lundholm, C., Lundström, S., Kuja-Halkola, R., Taylor, M. J., & Almqvist, C. (2022) · Psychological Medicine · doi:10.1017/s0033291721005158 · Cited by 12 · see citing works
Gong, T., Lundholm, C., Lundström, S., Kuja‐Halkola, R., Taylor, M. J., & (18687481), C. A. M. (2023) · Figshare · Cited by 12 · see citing works
Air Pollution and Urban Green Space: Evidence of Environmental Injustice in Adama, Ethiopia
Flanagan, E., Mattisson, K., Walles, J. K., Abera, A., Eriksson, A. C., Balidemaj, F., Oudin, A., Isaxon, C., & Malmqvist, E. (2021) · Frontiers in Sustainable Cities · doi:10.3389/frsc.2021.728384 · Cited by 11 · see citing works
Becerra-Pérez, L. A., Ramos-Álvarez, R. A., DelaCruz, J. J., Páez, B. G., Páez‐Osuna, F., Laurent, J. G. C., & Boldo, E. (2021) · Sustainability · doi:10.3390/su131910782 · Cited by 11 · see citing works
Imah, E. M., Dewi, E. S., & Buditjahjanto, I. G. P. A. (2021) · International journal of intelligent engineering and systems · doi:10.22266/ijies2021.0630.34 · Cited by 9 · see citing works
Mamun, M. A., Al‐Mamun, F., Roy, N., Raquib, A., Kaggwa, M. M., ALmerab, M. M., Gozal, D., & Hossain, M. S. (2024) · International Archives of Occupational and Environmental Health · doi:10.1007/s00420-024-02112-9 · Cited by 10 · see citing works
Mazahir, F. A., Shukla, A., & Bastaki, N. A. (2025) · Reviews on Environmental Health · doi:10.1515/reveh-2024-0120 · Cited by 11 · see citing works
Yao, Y., Uddin, M. N., MANLEY, K. M., & Lawrence, D. A. (2022) · Cell Biochemistry and Function · doi:10.1002/cbf.3684 · Cited by 10 · see citing works
Early environmental exposures and life-long risk of chronic non-respiratory disease
Vilcins, D., Cortés-Ramírez, J., Currie, D. J., & Preston, P. (2021) · Paediatric Respiratory Reviews · doi:10.1016/j.prrv.2021.05.004 · Cited by 10 · see citing works
Reducing PM10 and PM2.5 Concentrations in a Subway Station by Changing the Diffuser Arrangement
Kim, S.-G., Sung, G., Yook, S., Kim, M., & Park, D. (2022) · Toxics · doi:10.3390/toxics10090537 · Cited by 9 · see citing works
Prenatal Air Pollution Exposure and Autism Spectrum Disorder in the ECHO Consortium
Ghassabian, A., Dickerson, A. S., Wang, Y., Braun, J. M., Bennett, D. H., Croen, L., LeWinn, K. Z., Burris, H. H., Habre, R., Lyall, K., et al. (2025) · Environmental Health Perspectives · doi:10.1021/ehp.6c00106 · Cited by 10 · see citing works
Wies, B., Roche, I. V., Fernandes, A. P., Ubalde-López, M., Rocabois, A., Vrijheid, M., Slama, R., & Nieuwenhuijsen, M. J. (2024) · Environmental Research · doi:10.1016/j.envres.2024.120084 · Cited by 9 · see citing works
Ghahari, N., Yousefian, F., & Najafi, E. (2022) · JCPP Advances · doi:10.1002/jcv2.12129 · Cited by 9 · see citing works
Schiera, G., Macajone, G., Volpes, S., Greco, L., Di Liegro, C. M., Serio, G., Caradonna, F., & Naselli, F. (2026) · Cells · doi:10.3390/cells15040366 · Cited by 8 · see citing works
O’Sharkey, K., Mitra, S., Chow, T., Thompson, L. K., Su, J. G., Cockburn, M., & Ritz, B. R. (2025) · Environmental Health Perspectives · doi:10.1289/ehp15573 · Cited by 8 · see citing works
Frye, R. E., Cakir, J., McCarty, P. J., Rose, S., Delhey, L. M., Palmer, R. F., Austin, C. E., Curtin, P. C. P., Yitshak‐Sade, M., & Arora, M. (2022) · Journal of Personalized Medicine · doi:10.3390/jpm12111809 · Cited by 8 · see citing works
Kim, K., Sohn, J. H., Cho, S. J., Seo, H. Y., Kim, S., & Hong, Y. (2022) · BMJ Open · doi:10.1136/bmjopen-2021-058286 · Cited by 8 · see citing works
Bragg, M. G., Gorski, I., Song, A., Chavarro, J. E., Hart, J. E., Tabb, L. P., Weisskopf, M. G., Volk, H. E., Lyall, K., & the Early Autism Risk Longitudinal Investigation (EARLI) Team (2024) · Environmental Epidemiology · doi:10.1097/ee9.0000000000000316 · Cited by 6 · see citing works
Flanagan, E., Mattisson, K., Oudin, A., Gustafsson, S., & Malmqvist, E. (2024) · City and Environment Interactions · doi:10.1016/j.cacint.2024.100176 · Cited by 6 · see citing works
Yu, X., Kleeman, M. J., Lin, J. C., Chow, T., Martinez, M. P., Chen, Z., Chen, J., Eckel, S. P., Schwartz, J. D., Lurmann, F., et al. (2024) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2024.176609 · Cited by 6 · see citing works
Nasrallah, M., Moghrabi, A. E., Kayal, M., Matar, D., Alwan, I., & Fakhouy, M. (2025) · International Journal of Developmental Disabilities · doi:10.1080/20473869.2025.2456800 · Cited by 7 · see citing works
Hashemi, F., Hoepner, L., Hashemi, H., Hoseini, M., Omeragić, E., Hamidinejad, F. S., Haluza, D., Mititelu, M., & Guo, C. (2025) · Environmental Pollution · doi:10.1016/j.envpol.2025.126700 · Cited by 6 · see citing works
Iyanna, N., Yolton, K., Lemasters, G., Lanphear, B., Cecil, K., Schwartz, J., Brokamp, C., Rasnick, E., Xu, Y.-Y., MacDougall, M. C., et al. (2023) · International Journal of Hygiene and Environmental Health · doi:10.1016/j.ijheh.2023.114172 · Cited by 4 · see citing works
Dutheil, F., Comptour, A., Mermillod, M., Pereira, B., Clinchamps, M., Charkhabi, M., Baker, J. S., & Bourdel, N. (2020) · Environmental Pollution · doi:10.1016/j.envpol.2020.114724 · Cited by 6 · see citing works
O’Sharkey, K., Mitra, S., Chow, T., Goodrich, A. J., Conlon, K. C., Nuño, M., Bennett, D. H., Raffuse, S. M., Astaneh, M., Zhao, Y., et al. (2026) · Environment International · doi:10.1016/j.envint.2026.110131 · Cited by 5 · see citing works
Yang, Z., Zhang, Y., Ran, S., Zhang, J., Tian, F., Shi, H., Wei, S., Li, X., Li, X., Gao, Y., et al. (2025) · Toxics · doi:10.3390/toxics13040260 · Cited by 4 · see citing works
Uncovering the impact and mechanisms of air pollution on eye and ear health in China
Fang, J., Yu, Y., Zhang, G., Zhu, P., Xin, S., Zhang, N., & Zhang, P. (2024) · iScience · doi:10.1016/j.isci.2024.110697 · Cited by 4 · see citing works
Xiang, A. H., Lin, J. C., Chow, T., Yu, X., Martinez, M. P., Chen, Z., Eckel, S. P., Schwartz, J. D., Lurmann, F., Kleeman, M. J., et al. (2025) · Environmental Research · doi:10.1016/j.envres.2025.121449 · Cited by 4 · see citing works
Frequentist Grouped Weighted Quantile Sum Regression for Correlated Chemical Mixtures
Rud, D., Rahman, M. M., Xiang, A. H., McConnell, R., Lurmann, F. W., Kleeman, M. J., Schwartz, J. D., Chen, Z., Eckel, S., & Lewinger, J. P. (2025) · Statistics in Medicine · doi:10.1002/sim.70078 · Cited by 4 · see citing works
- Authors
- Chun, H., Leung, C., Wen, S. W., McDonald, J., & Shin, H. H.
- Affiliations
- Georgia Southern University (US)
- University of Ottawa (CA)
- Health Canada (CA)
- Corresponding author
- Shin, Hwashin H.
- Venue
- Environmental Pollution
- Publisher
- Elsevier BV
- Published
- 2020-01
- Volume
- 256
- Pages
- 113307
- ISSN
- 0269-7491 (ISSN-L)
- OpenAlex
- W2976008255
- Cited by
- 164
- References
- 56
- Citations by year
- 2026: 19 · 2025: 19 · 2024: 23 · 2023: 16 · 2022: 39 · 2021: 28 · 2020: 19
- FWCI
- 2.07
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Environmental Pollution (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- Federal Open Science Repository of Canada / Le Dépôt fédéral de science ouverte du Canada (submittedVersion)
- Funders
- Health Canada
- Topics
- Physical Sciences › Environmental Science › Health, Toxicology and Mutagenesis › Air Quality and Health Impacts
- Life Sciences › Neuroscience › Cognitive Neuroscience › Autism Spectrum Disorder Research
- Physical Sciences › Environmental Science › Health, Toxicology and Mutagenesis › Health, Environment, Cognitive Aging
- Keywords
- autism spectrum disorder, maternal air pollution exposure, prenatal exposure, trimester-specific exposure, PM2.5, PM10, nitrogen dioxide, ozone, ambient air pollution
- MeSH terms
- Autism Spectrum Disorder, Air Pollutants, Air Pollution, Bayes Theorem, Child, Female, Humans, Ozone, Pregnancy, Prenatal Exposure Delayed Effects, Odds Ratio, Maternal Exposure, Particulate Matter
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