The association of particulate matter PM and nitrogen oxides from ambient air pollution and mental health of children and young adults- a systematic review.

Fatima A Mazahir, Ankita Shukla, Najwa A Albastaki
Author Information
  1. Fatima A Mazahir: Pediatric Department, Al Jalila Children's Specialty Hospital, Dubai Academic Health Corporation (Dubai Health), Dubai, United Arab Emirates. ORCID
  2. Ankita Shukla: University of Sharjah, Sharjah, United Arab Emirates.
  3. Najwa A Albastaki: Public Health Department- Dubai Health Authority, Dubai, United Arab Emirates.

Abstract

INTRODUCTION: The developing brain, especially vulnerable during neuroplastic phases, is influenced by environmental and genetic factors. Understanding the impacts of air pollution on children's and young adults' mental health is an emerging research field.
CONTENT: This review systematically examines the adverse associations of ambient air pollutants on mental health. A database search using Scopus, EMBASE, Global Health, and PsycINFO included articles from 2013 onwards, following PRISMA guidelines. Of the 787 identified articles, 62 met the inclusion criteria. Quality was assessed using the EPHPP tool, and Best Evidence Synthesis (BES) evaluated the findings.
SUMMARY: The review found 36 associations between ambient air pollutants and adverse mental health outcomes across seven life-course exposure periods. Strong evidence linked early-life PM and NO exposures to Autism Spectrum Disorder (ASD) and childhood exposures to Attention Deficit Hyperactivity Disorder (ADHD). Significant, though inconsistent, associations were found between air pollutants and cognitive impairments, anxiety, depression, self-harm, and other behavioral problems. The heterogeneity of exposure limits and lack of experimental studies hinder causal assessment.
OUTLOOK: Compelling evidence links early-life and childhood exposure to PM and NO with ASD and ADHD. These findings highlight the need for public health policy changes and further research to explore these associations comprehensively.

Keywords

References

  1. Organization, WH. Ambient (outdoor) air pollution; 2021. Available from: https://www.who.int/news-room/fact-sheets/detail/ambient-(outdoor)-air-quality-and-health [Accessed 16 09 2023].
  2. Ha, S. Air pollution and neurological development in children. Dev Med Child Neurol 2021;63:374���81. https://doi.org/10.1111/dmcn.14758 . [DOI: 10.1111/dmcn.14758]
  3. Emam, B, Shahsavani, A, Khodagholi, F, Zarandi, SM, Hopke, PK, Hadei, M, et al.. Effects of PM2.5 and gases exposure during prenatal and early-life on autism-like phenotypes in male rat offspring. Part Fibre Toxicol 2020;17:8. [Internet] https://doi.org/10.1186/s12989-020-0336-y . [DOI: 10.1186/s12989-020-0336-y]
  4. Calderon-Garciduenas, L, Hernandez-Luna, J, Mukherjee, PS, Styner, M, Chavez-Franco, DA, Luevano-Castro, SC, et al.. Hemispheric cortical, cerebellar and caudate atrophy associated to cognitive impairment in metropolitan Mexico City young adults exposed to fine particulate matter air pollution. Toxics 2022;10. https://doi.org/10.3390/toxics10040156 . [DOI: 10.3390/toxics10040156]
  5. Fergusson, DM, Woodward, LJ. Mental health, educational, and social role outcomes of adolescents with depression. Arch Gen Psychiatry 2002;59:225���31. [Internet] https://doi.org/10.1001/archpsyc.59.3.225 . [DOI: 10.1001/archpsyc.59.3.225]
  6. Ahadullah, Y, Lu, HX, Lee, T, Guo, H, Chan, C. PM2.5 as a potential risk factor for autism spectrum disorder: its possible link to neuroinflammation, oxidative stress and changes in gene expression. Neurosci Biobehav Rev 2021;128:534���48. https://doi.org/10.1016/j.neubiorev.2021.06.043 . [DOI: 10.1016/j.neubiorev.2021.06.043]
  7. Zhang, M, Wang, C, Zhang, X, Song, H, Li, Y. Association between exposure to air pollutants and attention-deficit hyperactivity disorder (ADHD) in children: a systematic review and meta-analysis. Int J Environ Health Res 2022;32:207���19. [Internet] https://doi.org/10.1080/09603123.2020.1745764 . [DOI: 10.1080/09603123.2020.1745764]
  8. Mcguinn, LA, Wiggins, LD, Volk, HE, Di, Q, Moody, EJ, Kasten, E, et al.. Pre-and postnatal fine particulate matter exposure and childhood cognitive and adaptive function. Int J Environ Res Publ Health 2022;19. https://doi.org/10.3390/ijerph19073748 . [DOI: 10.3390/ijerph19073748]
  9. Yolton, K, Khoury, JC, Burkle, J, Lemasters, G, Cecil, K, Ryan, P. Lifetime exposure to trafficrelated air pollution and symptoms of depression and anxiety at age 12 years. Environ Res 2019;173:199���206. https://doi.org/10.1016/j.envres.2019.03.005 . [DOI: 10.1016/j.envres.2019.03.005]
  10. Allen, JL, Oberdorster, G, Morris-Schaffer, K, Wong, C, Klocke, C, Sobolewski, M, et al.. Developmental neurotoxicity of inhaled ambient ultrafine particle air pollution: parallels with neuropathological and behavioral features of autism and other neurodevelopmental disorders. Neurotoxicology 2017;59:140���54. [Internet] https://doi.org/10.1016/j.neuro.2015.12.014 . [DOI: 10.1016/j.neuro.2015.12.014]
  11. Page, MJ, McKenzie, JE, Bossuyt, PM, Boutron, I, Hoffmann, TC, Mulrow, CD, et al.. The PRISMA 2020 statement: an updated guideline for reporting systematic reviews. J Clin Epidemiol 2021;134:178���89. [Internet] https://doi.org/10.1016/j.jclinepi.2021.03.001 . [DOI: 10.1016/j.jclinepi.2021.03.001]
  12. Moola, S, Munn, Z, Sears, K, Sfetcu, R, Currie, M, Lisy, K, et al.. Conducting systematic reviews of association (etiology): the Joanna Briggs Institute���s approach. Int J Evid Base Healthc 2015;13:163���9. [Internet] https://doi.org/10.1097/XEB.0000000000000064 . [DOI: 10.1097/XEB.0000000000000064]
  13. Covidence systematic review software , Veritas Health Innovation, Melbourne, Australia. Available at www.covidence.org
  14. Ahmed, SM, Mishra, GD, Moss, KM, Yang, IA, Lycett, K, Knibbs, LD. Maternal and childhood ambient air pollution exposure and mental health symptoms and psychomotor development in children: an Australian population-based longitudinal study. Environ Int 2022;158. https://doi.org/10.1016/j.envint.2021.107003 . [DOI: 10.1016/j.envint.2021.107003]
  15. Becerra, TA, Wilhelm, M, Olsen, J, Cockburn, M, Ritz, B. Ambient air pollution and autism in Los Angeles County, California. Environ Health Perspect 2013;121:380���6. https://doi.org/10.1289/ehp.1205827 . [DOI: 10.1289/ehp.1205827]
  16. Bradley, M, Dean, K, Lim, S, Laurens, KR, Harris, F, Tzoumakis, S, et al.. Early life exposure to air pollution and psychotic-like experiences, emotional symptoms, and conduct problems in middle childhood. Soc Psychiatr Psychiatr Epidemiol 2023. https://doi.org/10.1007/s00127-023-02533-w . [DOI: 10.1007/s00127-023-02533-w]
  17. Chang, YC, Chen, WT, Su, SH, Jung, CR, Hwang, BF. PM2.5 exposure and incident attention-deficit/hyperactivity disorder during the prenatal and postnatal periods: a birth cohort study. Environ Res 2022;214. https://doi.org/10.1016/j.envres.2022.113769 . [DOI: 10.1016/j.envres.2022.113769]
  18. Chen, G, Jin, Z, Li, S, Jin, X, Tong, S, Liu, S, et al.. Early life exposure to particulate matter air pollution (PM1, PM2.5 and PM10) and autism in Shanghai, China: a case-control study. Environ Int 2018;121:1121���7. https://doi.org/10.1016/j.envint.2018.10.026 . [DOI: 10.1016/j.envint.2018.10.026]
  19. Choi, KH, Bae, S, Kim, S, Kwon, HJ. Indoor and outdoor PM2.5 exposure, and anxiety among schoolchildren in Korea: a panel study. Environ Sci Pollut Control Ser 2020;27:27984���94. https://doi.org/10.1007/s11356-020-08900-3 . [DOI: 10.1007/s11356-020-08900-3]
  20. Fan, B, Wang, T, Wang, W, Zhang, S, Gong, M, Li, W, et al.. Long-term exposure to ambient fine particulate pollution, sleep disturbance and their interaction effects on suicide attempts among Chinese adolescents. J Affect Disord 2019;258:89���95. https://doi.org/10.1016/j.jad.2019.08.004 . [DOI: 10.1016/j.jad.2019.08.004]
  21. Flanagan, E, Malmqvist, E, Rittner, R, Gustafsson, P, K��ll��n, K, Oudin, A. Exposure to local, source-specific ambient air pollution during pregnancy and autism in children: a cohort study from southern Sweden. Sci Rep 2023;13. https://doi.org/10.1038/s41598-023-30877-5 . [DOI: 10.1038/s41598-023-30877-5]
  22. Forns, J, Dadvand, P, Foraster, M, Alvarez-Pedrerol, M, Rivas, I, Lopez-Vicente, M, et al.. Traffic-Related air pollution, noise at school, and behavioral problems in barcelona schoolchildren: a cross-sectional study. Environ Health Perspect 2016;124:529���35. https://doi.org/10.1289/ehp.1409449 . [DOI: 10.1289/ehp.1409449]
  23. Forns, J, Sunyer, J, Garcia-Esteban, R, Porta, D, Ghassabian, A, Giorgis-Allemand, L, et al.. Air pollution exposure during pregnancy and symptoms of attention deficit and hyperactivity disorder in children in Europe. Epidemiology 2018;29:618���22. https://doi.org/10.1097/ede.0000000000000874 . [DOI: 10.1097/ede.0000000000000874]
  24. Fuertes, E, Standl, M, Forns, J, Berdel, D, Garcia-Aymerich, J, Markevych, I, et al.. Traffic-related air pollution and hyperactivity/inattention, dyslexia and dyscalculia in adolescents of the German GINIplus and LISAplus birth cohorts. 2016, https://doi.org/10.1016/j.envint.2016.10.017 , [DOI: 10.1016/j.envint.2016.10.017]
  25. Geng, R, Fang, S, Li, G. The association between particulate matter 2.5 exposure and children with autism spectrum disorder. Int J Dev Neurosci 2019;75:59���63. https://doi.org/10.1016/j.ijdevneu.2019.05.003 . [DOI: 10.1016/j.ijdevneu.2019.05.003]
  26. Gong, T, Almqvist, C, B��lte, S, Lichtenstein, P, Anckars��ter, H, Lind, T, et al.. Exposure to air pollution from traffic and neurodevelopmental disorders in Swedish Twins. Cambridge University Press; 2014, 17:553���62 pp. Available from: https://doi.org/10.1017/thg.2014.58 . Twin Res Hum Genet 6 [DOI: 10.1017/thg.2014.58]
  27. Gong, T, Dalman, C, Wicks, S, Dal, H, Magnusson, C, Lundholm, C, et al.. Perinatal exposure to traffic-related air pollution and autism spectrum disorders. Environ Health Perspect 2017;125:119���26. https://doi.org/10.1289/EHP118 . [DOI: 10.1289/EHP118]
  28. Guxens, M, Ghassabian, A, Gong, T, Garcia-Esteban, R, Porta, D, Giorgis-Allemand, L, et al.. Air pollution exposure during pregnancy and childhood autistic traits in four European population-based cohort studies: the ESCAPE Project. Environ Health Perspect 2016;124:133���40. https://doi.org/10.1289/ehp.1408483 . [DOI: 10.1289/ehp.1408483]
  29. Harris, MH, Gold, DR, Rifas-Shiman, SL, Melly, SJ, Zanobetti, A, Coull, BA, et al.. Prenatal and childhood traffic-related air pollution exposure and childhood executive function and behavior. Neurotoxicol Teratol 2016;57:60���70. https://doi.org/10.1016/j.ntt.2016.06.008 . [DOI: 10.1016/j.ntt.2016.06.008]
  30. Iyanna, N, Yolton, K, LeMasters, G, Lanphear, BP, Cecil, KM, Schwartz, J, et al.. Air pollution exposure and social responsiveness in childhood: the cincinnati combined childhood cohorts. Int J Hyg Environ Health 2023;251:114172. https://doi.org/10.1016/j.ijheh.2023.114172 . [DOI: 10.1016/j.ijheh.2023.114172]
  31. Jiang, Q, Luo, X, Zheng, R, Xiang, Z, Zhu, K, Feng, Y, et al.. Exposure to ambient air pollution with depressive symptoms and anxiety symptoms among adolescents: a national population-based study in China. J Psychiatr Res 2023;164:1���7. https://doi.org/10.1016/j.jpsychires.2023.05.077 . [DOI: 10.1016/j.jpsychires.2023.05.077]
  32. Jo, H, Eckel, SP, Wang, X, Chen, J, Cockburn, M, Martinez, MP, et al.. Sex-specific associations of autism spectrum disorder with residential air pollution exposure in a large Southern California pregnancy cohort. Environ Pollut 2019;254:113010. https://doi.org/10.1016/j.envpol.2019.113010 . [DOI: 10.1016/j.envpol.2019.113010]
  33. Jo, H, Eckel, SP, Chen, JC, Cockburn, M, Martinez, MP, Chow, T, et al.. Gestational diabetes mellitus, prenatal air pollution exposure, and autism spectrum disorder. Environ Int 2019;133. https://doi.org/10.1016/j.envint.2019.105110 . [DOI: 10.1016/j.envint.2019.105110]
  34. Joo, YS, Kim, J, Lee, J, Chung, IJ. Understanding the link between exposure to fine particulate matter and internalizing problem behaviors among children in South Korea: indirect effects through maternal depression and child abuse. Health Place 2021;68:102531. [Internet] https://doi.org/10.1016/j.healthplace.2021.102531 . [DOI: 10.1016/j.healthplace.2021.102531]
  35. Jorcano, A, Lubczy��ska, MJ, Pierotti, L, Altug, H, Ballester, F, Cesaroni, G, et al.. Prenatal and postnatal exposure to air pollution and emotional and aggressive symptoms in children from 8 European birth cohorts. Environ Int 2019;131:104927. https://doi.org/10.1016/j.envint.2019.104927 . [DOI: 10.1016/j.envint.2019.104927]
  36. Ju, K, Lu, L, Wang, Z, Yang, C, Chen, T, Zhang, E, et al.. Causal effects of maternal exposure to PM2.5 during pregnancy on depression symptoms in adolescence: identifying vulnerable windows and subpopulations in a national cohort study. Environ Res 2023;231. https://doi.org/10.1016/j.envres.2023.116066 . [DOI: 10.1016/j.envres.2023.116066]
  37. Jung, CR, Lin, YT, Hwang, BF. Air pollution and newly diagnostic autism spectrum disorders: a population-based cohort study in taiwan. PLoS One 2013;8. https://doi.org/10.1371/journal.pone.0075510 . [DOI: 10.1371/journal.pone.0075510]
  38. Kaufman, JA, Wright, JM, Rice, G, Connolly, N, Bowers, K, Anixt, J. Ambient ozone and fine particulate matter exposures and autism spectrum disorder in metropolitan Cincinnati, Ohio. Environ Res 2019;171:218���27. https://doi.org/10.1016/j.envres.2019.01.013 . [DOI: 10.1016/j.envres.2019.01.013]
  39. Kerin, T, Volk, H, Li, W, Lurmann, F, Eckel, S, McConnell, R, et al.. Association between air pollution exposure, cognitive and adaptive function, and ASD severity among children with autism spectrum disorder. J Autism Dev Disord 2018;48:137���50. https://doi.org/10.1007/s10803-017-3304-0 . [DOI: 10.1007/s10803-017-3304-0]
  40. Kim, KN, Sohn, JH, Cho, SJ, Seo, HY, Kim, S, Hong, YC. Effects of short-term exposure to air pollution on hospital admissions for autism spectrum disorder in Korean school-aged children: a nationwide time-series study. BMJ Open 2022;12. https://doi.org/10.1136/bmjopen-2021-058286 . [DOI: 10.1136/bmjopen-2021-058286]
  41. Kusters, MSW, Essers, E, Muetzel, R, Ambr��s, A, Tiemeier, H, Guxens, M. Air pollution exposure during pregnancy and childhood, cognitive function, and emotional and behavioral problems in adolescents. Environ Res 2022;214:113891. https://doi.org/10.1016/j.envres.2022.113891 . [DOI: 10.1016/j.envres.2022.113891]
  42. Latham, RM, Kieling, C, Arseneault, L, Botter-Maio Rocha, T, Beddows, A, Beevers, SD, et al.. Childhood exposure to ambient air pollution and predicting individual risk of depression onset in UK adolescents. J Psychiatr Res 2021;138:60���7. https://doi.org/10.1016/j.jpsychires.2021.03.042 . [DOI: 10.1016/j.jpsychires.2021.03.042]
  43. Lee, KS, Min, WK, Choi, YJ, Jin, S, Park, KH, Kim, S. The effect of maternal exposure to air pollutants and heavy metals during pregnancy on the risk of neurological disorders using the national health insurance claims data of South Korea. Medicina 2023;59. https://doi.org/10.3390/medicina59050951 . [DOI: 10.3390/medicina59050951]
  44. Lertxundi, A, Andiarena, A, Mart��nez, MD, Ayerdi, M, Murcia, M, Estarlich, M, et al.. Prenatal exposure to PM2.5 and NO2 and sex-dependent infant cognitive and motor development. Environ Res 2019;174:114���21. https://doi.org/10.1016/j.envres.2019.04.001 . [DOI: 10.1016/j.envres.2019.04.001]
  45. Liu, W, Sun, H, Zhang, X, Chen, Q, Xu, Y, Chen, X, et al.. Air pollution associated with non-suicidal self-injury in Chinese adolescent students: a cross-sectional study. Chemosphere 2018;209:944���9. https://doi.org/10.1016/j.chemosphere.2018.06.168 . [DOI: 10.1016/j.chemosphere.2018.06.168]
  46. Loftus, CT, Ni, Y, Szpiro, AA, Hazlehurst, MF, Tylavsky, FA, Bush, NR, et al.. Exposure to ambient air pollution and early childhood behavior: a longitudinal cohort study. Environ Res 2020:183.
  47. Luminati, O, Brentani, A, Fl��ckiger, B, Ledebur de Antas de Campos, B, Raess, M, R����sli, M, et al.. Assessibradng the association between air pollution and child development in S��o Paulo. Brazil; 2022, 17:e0268192 p. [Internet] https://doi.org/10.1371/journal.pone.0268192 . PLoS One 5 [DOI: 10.1371/journal.pone.0268192]
  48. Magen-Molho, H, Weisskopf, MG, Nevo, D, Shtein, A, Chen, S, Broday, D, et al.. Air pollution and autism spectrum disorder in Israel: a negative control analysis. Epidemiology 2021;32:773���80. https://doi.org/10.1097/ede.0000000000001407 . [DOI: 10.1097/ede.0000000000001407]
  49. Markevych, I, Tesch, F, Datzmann, T, Romanos, M, Schmitt, J, Heinrich, J. Outdoor air pollution, greenspace, and incidence of ADHD: a semi-individual study. Sci Total Environ 2018;642:1362���8. https://doi.org/10.1016/j.scitotenv.2018.06.167 . [DOI: 10.1016/j.scitotenv.2018.06.167]
  50. McGuinn, LA, Windham, GC, Kalkbrenner, AE, Bradley, C, Di, Q, Croen, LA, et al.. Early life exposure to air pollution and autism spectrum disorder: findings from a multisite case-control study. Epidemiology 2020;31:103���14. https://doi.org/10.1097/ede.0000000000001109 . [DOI: 10.1097/ede.0000000000001109]
  51. Min, JY, Min, KB. Exposure to ambient PM10 and NO2 and the incidence of attention-deficit hyperactivity disorder in childhood. Environ Int 2017;99:221���7. https://doi.org/10.1016/j.envint.2016.11.022 . [DOI: 10.1016/j.envint.2016.11.022]
  52. Ni, Y, Loftus, CT, Szpiro, AA, Young, MT, Hazlehurst, MF, Murphy, LE, et al.. Associations of pre-and postnatal air pollution exposures with child behavioral problems and cognitive performance: a U.S. Multi-cohort study. Environ Health Perspect 2022;130. https://doi.org/10.1289/ehp10248 . (no pagination). [DOI: 10.1289/ehp10248]
  53. Oudin, A, Frondelius, K, Haglund, N, K��ll��n, K, Forsberg, B, Gustafsson, P, et al.. Prenatal exposure to air pollution as a potential risk factor for autism and ADHD. Environ Int 2019;133. https://doi.org/10.1016/j.envint.2019.105149 . [DOI: 10.1016/j.envint.2019.105149]
  54. Pagalan, L, Bickford, C, Weikum, W, Lanphear, B, Brauer, M, Lanphear, N, et al.. Association of prenatal exposure to air pollution with autism spectrum disorder. JAMA Pediatr 2019;173:86���92. https://doi.org/10.1001/jamapediatrics.2018.3101 . [DOI: 10.1001/jamapediatrics.2018.3101]
  55. Park, J, Sohn, JH, Cho, SJ, Seo, HY, Hwang, IU, Hong, YC, et al.. Association between short-term air pollution exposure and attention-deficit/hyperactivity disorder-related hospital admissions among adolescents: a nationwide time-series study. Environ Pollut 2020;266. https://doi.org/10.1016/j.envpol.2020.115369 . [DOI: 10.1016/j.envpol.2020.115369]
  56. Pham, C, Symeonides, C, O���Hely, M, Sly, PD, Knibbs, LD, Thomson, S, et al.. Early life environmental factors associated with autism spectrum disorder symptoms in children at age 2 years: a birth cohort study. Autism 2022;26:1864���81. https://doi.org/10.1177/13623613211068223 . [DOI: 10.1177/13623613211068223]
  57. Qi, H, Peng, A, Mei, H, Zhang, Y, Tuerxun, P, Dong, W, et al.. Association between short- and long-term exposures to air pollutants and internalizing/externalizing behavior in children aged 4 to 7 years. Environ Sci Pollut Control Ser 2023;30:37321���31. https://doi.org/10.1007/s11356-022-24811-x . [DOI: 10.1007/s11356-022-24811-x]
  58. Rahman, MM, Shu, YH, Chow, T, Lurmann, FW, Yu, X, Martinez, MP, et al.. Prenatal exposure to air pollution and autism spectrum disorder: sensitive windows of exposure and sex differences. Environ Health Perspect 2022;130. https://doi.org/10.1289/ehp9509 . (no pagination). [DOI: 10.1289/ehp9509]
  59. Rahman, MM, Carter, SA, Lin, JC, Chow, T, Yu, X, Martinez, MP, et al.. Associations of autism spectrum disorder with PM2.5 components: a comparative study using two different exposure models. Environ Sci Technol 2023;57:405���14. https://doi.org/10.1021/acs.est.2c05197 . [DOI: 10.1021/acs.est.2c05197]
  60. Raz, R, Roberts, AL, Lyall, K, Hart, JE, Just, AC, Laden, F, et al.. Autism spectrum disorder and particulate matter air pollution before, during, and after pregnancy: a nested case���control analysis within the Nurses��� Health Study II cohort. Environ Health Perspect 2015;123:264���70. https://doi.org/10.1289/ehp.1408133 . [DOI: 10.1289/ehp.1408133]
  61. Raz, R, Levine, H, Pinto, O, Broday, DM, Weisskopf, MG. Traffic-related air pollution and autism spectrum disorder: a population-based nested case-control study in Israel. Am J Epidemiol 2018;187:717���25. https://doi.org/10.1093/aje/kwx294 . [DOI: 10.1093/aje/kwx294]
  62. Ren, Y, Yao, X, Liu, Y, Liu, S, Li, X, Huang, Q, et al.. Outdoor air pollution pregnancy exposures are associated with behavioral problems in China���s preschoolers. Environ Sci Pollut Control Ser 2019;26:2397���408. https://doi.org/10.1007/s11356-018-3715-2 . [DOI: 10.1007/s11356-018-3715-2]
  63. Roberts, S, Arseneault, L, Barratt, B, Beevers, S, Danese, A, Odgers, CL, et al.. Exploration of NO 2 and PM2.5 air pollution and mental health problems using high-resolution data in London-based children from a UK longitudinal cohort study. Psychiatry Res 2019;272:8���17. https://doi.org/10.1016/j.psychres.2018.12.050 . [DOI: 10.1016/j.psychres.2018.12.050]
  64. Santos, JX, Sampaio, P, Rasga, C, Martiniano, H, Faria, C, Caf��, C, et al.. Evidence for an association of prenatal exposure to particulate matter with clinical severity of Autism Spectrum Disorder. Environ Res 2023;228. https://doi.org/10.1016/j.envres.2023.115795 . [DOI: 10.1016/j.envres.2023.115795]
  65. Sent��s, A, Sunyer, J, Dalmau-Bueno, A, Andiarena, A, Ballester, F, Cirach, M, et al.. Prenatal and postnatal exposure to NO2 and child attentional function at 4-5years of age. Environ Int 2017;106:170���7. https://doi.org/10.1016/j.envint.2017.05.021 . [DOI: 10.1016/j.envint.2017.05.021]
  66. Shih, P, Huang, CC, Pan, SC, Chiang, TL, Guo, YL. Hyperactivity disorder in children related to traffic-based air pollution during pregnancy. Environ Res 2020;188. https://doi.org/10.1016/j.envres.2020.109588 . [DOI: 10.1016/j.envres.2020.109588]
  67. Shin, J, Park, H, Kim, HS, Kim, EJ, Kim, KN, Hong, YC, et al.. Pre- and postnatal exposure to multiple ambient air pollutants and child behavioral problems at five years of age. Environ Res 2022;206. https://doi.org/10.1016/j.envres.2021.112526 . [DOI: 10.1016/j.envres.2021.112526]
  68. Talbott, EO, Arena, VC, Rager, JR, Clougherty, JE, Michanowicz, DR, Sharma, RK, et al.. Fine particulate matter and the risk of autism spectrum disorder. Environ Res 2015;140:414���20. https://doi.org/10.1016/j.envres.2015.04.021 . [DOI: 10.1016/j.envres.2015.04.021]
  69. Thygesen, M, Holst, GJ, Hansen, B, Geels, C, Kalkbrenner, A, Schendel, D, et al.. Exposure to air pollution in early childhood and the association with Attention-Deficit Hyperactivity Disorder. Environ Res 2020;183. https://doi.org/10.1016/j.envres.2019.108930 . [DOI: 10.1016/j.envres.2019.108930]
  70. Tokuda, N, Ishikawa, R, Yoda, Y, Araki, S, Shimadera, H, Shima, M. Association of air pollution exposure during pregnancy and early childhood with children���s cognitive performance and behavior at age six. Environ Res 2023:116733. https://doi.org/10.1016/j.envres.2023.116733 . [DOI: 10.1016/j.envres.2023.116733]
  71. Volk, HE, Lurmann, F, Penfold, B, Hertz-Picciotto, I, McConnell, R. Traffic-related air pollution, particulate matter, and autism. Arch Gen Psychiatry 2013;70:71���7. https://doi.org/10.1001/jamapsychiatry.2013.266 . [DOI: 10.1001/jamapsychiatry.2013.266]
  72. Wang, SY, Cheng, YY, Guo, HR, Tseng, YC. Air pollution during pregnancy and childhood autism spectrum disorder in Taiwan. Int J Environ Res Publ Health 2021;18. https://doi.org/10.3390/ijerph18189784 . [DOI: 10.3390/ijerph18189784]
  73. Yu, T, Zhou, L, Xu, J, Kan, H, Chen, R, Chen, S, et al.. Effects of prenatal exposures to air sulfur dioxide/nitrogen dioxide on toddler neurodevelopment and effect modification by ambient temperature. Ecotoxicol Environ Saf 2022;230. https://doi.org/10.1016/j.ecoenv.2021.113118 . (no pagination). [DOI: 10.1016/j.ecoenv.2021.113118]
  74. Yuchi, W, Brauer, M, Czekajlo, A, Davies, HW, Davis, Z, Guhn, M, et al.. Neighborhood environmental exposures and incidence of attention deficit/hyperactivity disorder: a population-based cohort study. Environ Int 2022;161. https://doi.org/10.1016/j.envint.2022.107120 . [DOI: 10.1016/j.envint.2022.107120]
  75. MERST (McMaster Evidence Review and Synthesis Team) . Effective public health Practice Project (EPHPP); 2010. https://merst.ca/ephpp/ .
  76. Thomas, BH, Ciliska, D, Dobbins, M, Micucci, S. A process for systematically reviewing the literature: providing the research evidence for public health nursing interventions. Worldviews Evidence-Based Nurs 2004;1:176���84. [Internet] https://doi.org/10.1111/j.1524-475X.2004.04006.x . [DOI: 10.1111/j.1524-475X.2004.04006.x]
  77. Slavin, RE. Best evidence synthesis: an intelligent alternative to meta-analysis. J Clin Epidemiol 1995;48:9���18. https://doi.org/10.1016/0895-4356(94)00097-a . [DOI: 10.1016/0895-4356(94)00097-a]
  78. Hoogendoorn, WE, van Poppel, MN, Bongers, PM, Koes, BW, Bouter, LM. Systematic review of psychosocial factors at work and private life as risk factors for back pain. Spine 2000;25:2114���25. [Internet] https://doi.org/10.1097/00007632-200008150-00017 . [DOI: 10.1097/00007632-200008150-00017]
  79. Lin, L-Z, Zhan, X-L, Jin, C-Y, Liang, J-H, Jing, J, Dong, G-H. The epidemiological evidence linking exposure to ambient particulate matter with neurodmevelopmental disorders: a systematic review and meta-analysis. Environ Res 2022;209:112876. [Internet] https://doi.org/10.1016/j.envres.2022.112876 . [DOI: 10.1016/j.envres.2022.112876]
  80. Chun, H, Leung, C, Wen, SW, McDonald, J, Shin, HH. Maternal exposure to air pollution and risk of autism in children: a systematic review and meta-analysis. Environ Pollut 2020;256:113307. [Internet] https://doi.org/10.1016/j.envpol.2019.113307 . [DOI: 10.1016/j.envpol.2019.113307]
  81. Aghaei, M, Janjani, H, Yousefian, F, Jamal, A, Yunesian, M. Association between ambient gaseous and particulate air pollutants and attention deficit hyperactivity disorder (ADHD) in children; a systematic review. Environ Res 2019;173:135���56. [Internet] https://doi.org/10.1016/j.envres.2019.03.030 . [DOI: 10.1016/j.envres.2019.03.030]
  82. Ritz, B, Liew, Z, Yan, Q, Cui, X, Virk, J, Ketzel, M, et al.. Air pollution and autism in Denmark. Environ Epidemiol 2018;2. [Internet]. https://doi.org/10.1097/EE9.0000000000000028 . [DOI: 10.1097/EE9.0000000000000028]
  83. Calder��n-Garcidue��as, L, Hern��ndez-Luna, J, Mukherjee, PS, Styner, M, Ch��vez-Franco, DA, Lu��vano-Castro, SC, et al.. Hemispheric cortical, cerebellar and caudate atrophy associated to cognitive impairment in Metropolitan Mexico City young adults exposed to fine particulate matter air pollution. Toxics 2022;10:156. [Internet] https://doi.org/10.3390/toxics10040156 . [DOI: 10.3390/toxics10040156]
  84. Block, ML, Elder, A, Auten, RL, Bilbo, SD, Chen, H, Chen, JC, et al.. The outdoor air pollution and brain health workshop. Neurotoxicology 2012;33:972���84. [Internet] https://doi.org/10.1016/j.neuro.2012.08.014 . [DOI: 10.1016/j.neuro.2012.08.014]
  85. Lenz, KM, McCarthy, MM. A starring role for microglia in brain sex differences. Neuroscientist 2015;21:306���21. [Internet] https://doi.org/10.1177/1073858414536468 . [DOI: 10.1177/1073858414536468]
  86. Auyeung, B, Baron-Cohen, S. Prenatal and postnatal testosterone effects on human social and emotional behavior. In: Understanding Other Minds . Oxford University Press; 2013:308���25 pp.
  87. Guang, S, Pang, N, Deng, X, Yang, L, He, F, Wu, L, et al.. Synaptopathology involved in autism spectrum disorder. Front Cell Neurosci 2018;12. [Internet] https://doi.org/10.3389/fncel.2018.00470 . [DOI: 10.3389/fncel.2018.00470]
  88. Hammond, TR, Dufort, C, Dissing-Olesen, L, Giera, S, Young, A, Wysoker, A, et al.. Single-cell RNA sequencing of microglia throughout the mouse lifespan and in the injured brain reveals complex cell-state changes. Immunity 2019;50:253���71.e6. [Internet] https://doi.org/10.1016/j.immuni.2018.11.004 . [DOI: 10.1016/j.immuni.2018.11.004]
  89. Balboni, E, Filippini, T, Crous-Bou, M, Guxens, M, Erickson, LD, Vinceti, M. The association between air pollutants and hippocampal volume from magnetic resonance imaging: a systematic review and meta-analysis. Environ Res 2022;204:111976. [Internet] https://doi.org/10.1016/j.envres.2021.111976 . [DOI: 10.1016/j.envres.2021.111976]
  90. Zeng, X, Xu, C, Xu, X, Huang, Y, Wang, Q, Huo, X. Combined toxicity of air pollutants related to e waste on inflammatory cytokines linked with neurotransmitters and pediatric behavioral problems. Ecotoxicol Environ Saf 2022. https://doi.org/10.1016/j.ecoenv.2022.113657 . [DOI: 10.1016/j.ecoenv.2022.113657]
  91. Kamangar, F. Confounding variables in epidemiologic studies: basics and beyond. Arch Iran Med 2012;15:508���16. [Internet] https://doi.org/012158/AIM.0014 .

Word Cloud

Created with Highcharts 10.0.0healthairmentalassociationsambientpollutionreviewpollutantsexposurePMenvironmentalyoungresearchadverseusingarticlesfindingsfoundevidenceearly-lifeNOexposuresDisorderASDchildhoodADHDpublicINTRODUCTION:developingbrainespeciallyvulnerableneuroplasticphasesinfluencedgeneticfactorsUnderstandingimpactschildren'sadults'emergingfieldCONTENT:systematicallyexaminesdatabasesearchScopusEMBASEGlobalHealthPsycINFOincluded2013onwardsfollowingPRISMAguidelines787identified62metinclusioncriteriaQualityassessedEPHPPtoolBestEvidenceSynthesisBESevaluatedSUMMARY:36outcomesacrosssevenlife-courseperiodsStronglinkedAutismSpectrumAttentionDeficitHyperactivitySignificantthoughinconsistentcognitiveimpairmentsanxietydepressionself-harmbehavioralproblemsheterogeneitylimitslackexperimentalstudieshindercausalassessmentOUTLOOK:Compellinglinkshighlightneedpolicychangesexplorecomprehensivelyassociationparticulatematternitrogenoxideschildrenadults-systematicchildren���sclimatechangepediatricsadolescents

Similar Articles

Cited By

No available data.