Abstract
Objective:
The aim of this study was to evaluate the influence of early exposure to agricultural pesticides and their relationship with autism spectrum disorder.
Data source:
This systematic review was registered at PROSPERO as CRD42020204842. The subject was systematically analyzed on PubMed, Scopus, and Web of Science databases until April 2021. Only studies with humans with early exposure to agricultural pesticides and diagnosis of autism were included. Exclusion criteria were studies on pesticides for domestic or veterinary use and late exposure. There were no language and time restriction. The quality analysis of the studies used the Newcastle-Ottawa Scale.
Data synthesis:
Six case-control studies were included; three of them measured the route of exposure by maternal biomarkers and the others by the residence address. The studies had scores between moderate and high in the quality assessment tool. It was found high rates of association between early exposure to agricultural pesticides and autism and detection limit above the quantification for a sample of polychlorinated biphenyls, hexachlorobenzene, and dichlorodiphenyldichloroethylene.
Conclusions:
There is evidence concerning the exposure to agricultural pesticides in early life and the development of the autism spectrum disorder; however, more studies are required to better understand their possible association.
Keywords:
Agrochemicals; Pesticides; Autistic disorder; Health services; Maternal exposure; Systematic review
RESUMO
Objetivo:
Compreender a influência da exposição precoce a agrotóxicos de uso agrícola e sua relação com o transtorno do espectro autista.
Fontes de dados:
Esta revisão sistemática foi registrada no banco de dados PROSPERO sob número CRD42020204842. Por meio das bases de dados PubMed, Scopus e Web of Science, o assunto foi analisado sistematicamente até abril de 2021. Foram incluídos somente estudos com humanos, sendo critérios de inclusão a exposição precoce a agrotóxicos de uso agrícola e o diagnóstico de autismo e critérios de exclusão agrotóxicos de uso doméstico ou veterinário e exposição tardia. Todos os estudos foram analisados sem restrição de linguagem e tempo. A qualidade dos estudos foi avaliada pela NewCastle Ottawa Scale.
Síntese dos dados:
No total, seis estudos caso-controle foram incluídos. Três deles mensuraram a exposição pelos biomarcadores maternos e os demais (50%) pelo endereço de moradia. Os trabalhos apresentaram qualidade entre moderada e alta. Encontrou-se alta taxa de associação entre a exposição precoce à agrotóxicos e o autismo e detecção acima do limite de quantificação para amostras de bifenilas policloradas, hexaclorobenzeno e diclorodifenildicloroetileno.
Conclusões:
Existem evidências sobre a exposição a agrotóxicos de uso agrícola precocemente e o desenvolvimento do transtorno do espectro autista, porém mais pesquisas são necessárias para melhor compreensão da associação.
Palavras-chave:
Agrotóxicos; Substâncias químicas agrícolas; Transtorno do espectro autista; Exposição materna; Revisão sistemática
INTRODUCTION
The autism spectrum disorder (ASD) is a neurobehavioral condition with a complex neurological development defined by prejudiced interaction and social communication, restricted and repetitive patterns of behavior, interests, or activities.11 American Psychiatric Association. Diagnostic and Statistical Manual of Mental Disorders. 5. ed. Arlington, VA: APA; 2013.–33 Marotta R, Risoleo CM, Messina G, Parisi L, Corotenutto M, Vetri L, et al. The neurochemistry of autism. Brain Sci. 2020;10:163. https://doi.org/10.3390/brainsci10030163
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The diagnostic system that is most commonly used is the Diagnostic and Statistical Manual of Mental Disorders — 5th edition (DMS-5), published in 2013 by the American Psychiatric Association11 American Psychiatric Association. Diagnostic and Statistical Manual of Mental Disorders. 5. ed. Arlington, VA: APA; 2013. e o International Classification of Disease — 11th edition (ICD-11), published in 2019 by the World Health Organization (WHO).44 World Health Organization [homepage on the Internet]. ICD-11 for mortality and morbidity statistics. Version: 2019 April. Last Modified August 2020 [cited 2021 Apr 10]. Available from: https://icd.who.int/browse11/l-m/en
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Its etiology is not well understood; however, studies suggest that a wide exposure or multiple exposures to a broad class of conditions can compromise the perinatal and neonatal,55 Gardener H, Spiegelman D, Buka SL. Perinatal and neonatal risk factors for autism: a comprehensive meta-analysis. Pediatrics. 2011;128:344-55. https://doi.org/10.1542/peds.2010-1036
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,66 Larsson HJ, Eaton WW, Madsen KM, Vestergaard M, Olesen AV, Agerbo E, et al. Risk factors for autism: perinatal factors, parental psychiatric history, and socioeconomic status. Am J Epidemiol. 2005;161:916-25. https://doi.org/10.1093/aje/kwi123
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such as low birth weight,77 Lampi MK, Lehtonen L, Tran PL, Souminen A, Lehti V, Banerjee PN, et al. Risk of autism spectrum disorders in low birth weight and small for gestational age infants. J Pediatr. 2012;161:830-6. https://doi.org/10.1016/j.jpeds.2012.04.058
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preterm birth,88 Talmi Z, Mankuta D, Raz R. Birth weight and autism spectrum disorder: a population-based nested case-control study. Autism Res. 2020;13:655-65. https://doi.org/10.1002/aur.2260
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advanced age of the parents, gestational diabetes, prior fetal loss, hypertension, proteinuria, pre-eclampsia and maternal edema,99 Gardener H, Spiegelman D, Buka SL. Prenatal risk factors for autism: comprehensive meta-analysis. Br J Psychiatry. 2009;195:7-14. https://doi.org/10.1192/bjp.bp.108.051672
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multiple births, the Apgar score of <5 min,55 Gardener H, Spiegelman D, Buka SL. Perinatal and neonatal risk factors for autism: a comprehensive meta-analysis. Pediatrics. 2011;128:344-55. https://doi.org/10.1542/peds.2010-1036
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maternal obesity1010 Connolly N, Anixt J, Manning P, Lin DP, Marsolo KA, Bowers K. Maternal metabolic risk factors for autism spectrum disorder – an analysis of electronic medical records and linked birth data. Autism Res. 2016;9:829-37. https://doi.org/10.1002/aur.1586
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and family history of mental and neurological disorders,1111 Xie S, Karlsson H, Dalman C, Widman L, Rai D, Garner RM, et al. Family history of mental and neurological disorders and risk of autism. JAMA Netw Open. 2019;2:e190154. https://doi.org/10.1001/jamanetworkopen.2019.0154
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such as more than one child with autism.1212 Philippat C, Barkoski J, Tancredi DJ, Elms B, Barr D, Ozonoff S, et al. Prenatal exposure to organophosphate pesticides and risk of autism spectrum disorders and other non-typical development at 3 years in a high-risk cohort. Int J Hyg Environ Health. 2018;221:548-55. https://doi.org/10.1016/j.ijheh.2018.02.004
https://doi.org/10.1016/j.ijheh.2018.02....
Environmental factors have been identified as risk factors for neurodevelopment disorders, including ASD.1313 Cheslack-Postava K, Rantakokko PV, Hinkka-Yli-Salomäki S, Surcel HM, McKeague IW, Kiviranta HA, et al. Maternal serum persistent organic pollutants in the Finnish Prenatal Study of Autism: a pilot study. Neurotoxicol Teratol. 2013;38:1-5. https://doi.org/10.1016/j.ntt.2013.04.001
https://doi.org/10.1016/j.ntt.2013.04.00...
–1515 Ijomone OM, Olung NF, Akingbade GT, Okoh CO, Aschner M. Environmental influence on neurodevelopmental disorders: potential association of heavy metal exposure and autism. J Trace Elem Med Biol. 2020;62:126638. https://doi.org/10.1016/j.jtemb.2020.126638
https://doi.org/10.1016/j.jtemb.2020.126...
In contrast to the genetic factors that are irreversible, the environmental factors are modifiable.1616 Panesar HK, Kennedy CL, Stietz KP, Lein PJ. Polychlorinated Biphenyls (PCBs): risk factors for Autism Spectrum Disorder? Toxics. 2020;8:70. https://doi.org/10.3390/toxics8030070
https://doi.org/10.3390/toxics8030070...
Studies show the increase of the association of early exposure to the environmental toxins with the occurrence of autism, such as air pollution in general1717 Dutheil F, Comptour A, Morlon R, Mermillod M, Pereira B, Baker JS, et al. Autism spectrum disorder and air pollution: a systematic review and meta-analysis. Environ Pollut. 2011;278:116856. https://doi.org/10.1016/j.envpol.2021.116856
https://doi.org/10.1016/j.envpol.2021.11...
and that caused by vehicles1818 Kalkbrenner AE, Windham GC, Serre ML, Akita Y, Wang X, Hoffman K, et al. Particulate matter exposure, prenatal and postnatal windows of susceptibility, and autism spectrum disorders. Epidemiology. 2015;26:30-42. https://doi.org/10.1097/ede.0000000000000173
https://doi.org/10.1097/ede.000000000000...
and pesticides.1313 Cheslack-Postava K, Rantakokko PV, Hinkka-Yli-Salomäki S, Surcel HM, McKeague IW, Kiviranta HA, et al. Maternal serum persistent organic pollutants in the Finnish Prenatal Study of Autism: a pilot study. Neurotoxicol Teratol. 2013;38:1-5. https://doi.org/10.1016/j.ntt.2013.04.001
https://doi.org/10.1016/j.ntt.2013.04.00...
,1919 Brown A, Cheslack-Postava SK, Rantakokko P, Kiviranta H, Hinkka-Yli-Salomani S, Mc Keague IW, et al. Association of maternal insecticide levels with autism in offspring from a national birth cohort. Am J Psychiatry. 2018;175:1094-101. https://doi.org/10.1176/appi.ajp.2018.17101129
https://doi.org/10.1176/appi.ajp.2018.17...
–2323 Ehrenstein OS, Ling C, Cui X, Cockburn M, Park AS, Yu F, et al. Prenatal and infant exposure to ambient pesticides and autism spectrum disorder in children: population based case-control study. BMJ. 2019;364:1962. https://doi.org/10.1136/bmj.l962
https://doi.org/10.1136/bmj.l962...
The pesticides are used to control retention of agricultural plagues,2424 Environmental Protection Agency [homepage on the Internet]. Basic information about pesticides ingredients. United States Environmental Protection Agency [cited 2021 Mar 21]. Available from: https://www.epa.gov/ingredients-used-pesticide-products/basic-information-about-pesticide-ingredients
https://www.epa.gov/ingredients-used-pes...
although, depending on their class, specific substances can impact negatively on human health2525 Aloizou AM, Siokas V, Vogiatzi C, Peristeri E,Docea AO, Petrakis D, et al. Pesticides, cognitive functions and dementia: a review. Toxicol Lett. 2020;326:31-51. https://doi.org/10.1016/j.toxlet.2020.03.005
https://doi.org/10.1016/j.toxlet.2020.03...
acutely or chronically.2626 Terziev V, Petkova-Georgieva SP. Human health problems and classification of the most toxic pesticides. IJASOS. 2019;5:1349-56. https://doi.org/10.18769/ijasos.592105
https://doi.org/10.18769/ijasos.592105...
This systematic review aimed to comprehend the influence of premature exposure, from the preconception period until the child's first year of life, especially to agricultural pesticides and their possible relation with ASD.
METHOD
The systematic review protocol was reported according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA-P) protocol.2727 Liberati A, Altman DG, Tetzlaff J, Mulrow C, Gøtzsche PC, Ioannidis JP, et al. The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate health care interventions: Explanation and elaboration. BMJ. 2009;339:b2700. https://doi.org/10.1136/bmj.b2700
https://doi.org/10.1136/bmj.b2700...
The protocol was registered at the international prospective register of systematic reviews (PROSPERO) database under the registration number CRD42020204842.
“Is there an association between premature exposure to agricultural pesticides and the diagnosis of autism spectrum disorder (ASD)?” was the research question of this systematic review, with the following PICOST: Children of both sexes; Premature exposure to agricultural pesticides; Non-exposure to agricultural pesticides; Diagnosis of Autistic Spectrum Disorder; Case-control or cohort studies; At least one measurement.
To identify potentially relevant studies to the present review, a systematic literature search of databases (PubMed, Scopus, and Web of Science) was conducted in July 2020, using MeSH terms and free terms, resulting in the following search: (“autistic disorder” OR “autism spectrum disorder” OR “Asperger syndrome” OR autism OR autistic OR ASD) AND pesticides. All terms were searched in title, abstract, and keyword. No restrictions were applied regarding language or publication date.
Our research included only articles dealing with humans, and the inclusion criteria were as follows: (a) case-control or cohort studies; (b) early exposure to agricultural pesticides; (c) diagnosis of ASD; (d) information on correct exposure by at least one biological relative or maternal biomarkers; (e) published articles complete and with results. The exclusion criteria were as follows: (a) pesticides for domestic or veterinary use; (b) late exposure; (c) use of a risk screening tool or autistic traits; (d) knowledge of high risk for ASD development or non-typical development; (e) presence of concomitant intervention; (f) other neurological disorders; (g) animal model; and (h) meta-analyses, editorials, and narrative reviews.
The articles were screened in two phases. First, duplicates and triplicates articles were removed. In the first phase, two reviewers (A.B and C.C) independently analyzed titles and abstracts in the electronic database and selected articles to identify potentially eligible articles. In the second phase, three reviewers (A.B, C.C, and M.C) independently analyzed and performed the full reading of the articles selected in the first phase, excluding all the articles that did not meet the eligibility criteria. The bibliographic reference of the analyzed articles was also used as a search. At all stages, a third reviewer (I.M) was consulted in the case of any concerns or disagreements among the other investigators, thus resolving all disputes by consensus.
Data extraction was completed independently by four authors in a Microsoft Excel spreadsheet, pre-tested, and developed specifically for this systematic review. The data from the articles were extracted: a) Author, year, and country; b) Study population; c) Measurement of exposure and outcome; and d) Results. Disagreements were resolved by consensus in a team meeting. The extraction was done in a table format, allowing comparisons between studies.
The Newcastle-Ottawa Scale (NOS) Quality Assessment Form for case-control studies was used for assessing the risk of bias. NOS was used because it is a qualitative assessment tool for non-randomized studies that allows assessment in three spheres, namely, the group's selection (with the evaluation of four items/questions), the comparability of the group's (one item), and the verification of exposure or outcome of interest (three items). In each item, it is possible to score either a single star or not, but only with comparison, it is possible to score up to two. The maximum score for each study is 9 stars.2828 Wells G, Shea B, O’Connell D, Peterson J, Welch V, Losos M, et al. [homepage on the Internet]. The Newcastle-Ottawa Scale (NOS) for assessing the quality of nonrandomised studies in meta-analyses [cited 2021 Mar 17]. Available from: http://www.ohri.ca/programs/clinical_epidemiology/oxford.asp
http://www.ohri.ca/programs/clinical_epi...
The higher the score, the greater the methodological quality of the study. The tool was applied by two evaluators independently. Disagreements were subsequently discussed with a third reviewer and assessed until a consensus was reached by all the evaluators.
RESULTS
A total of 436 potentially relevant studies were identified from the results of the electronic searches (107 from PubMed, 187 from Scopus, and 142 from Web of Science) and another three additional studies were identified from the references of analyzed articles in this systematic review. After removing duplicates and triplicates, 281 records remained for sorting the title and abstract. Of these, 49 complete studies were read in their entirety. After excluding 43 articles that did not meet the inclusion criteria, 6 studies were included.1313 Cheslack-Postava K, Rantakokko PV, Hinkka-Yli-Salomäki S, Surcel HM, McKeague IW, Kiviranta HA, et al. Maternal serum persistent organic pollutants in the Finnish Prenatal Study of Autism: a pilot study. Neurotoxicol Teratol. 2013;38:1-5. https://doi.org/10.1016/j.ntt.2013.04.001
https://doi.org/10.1016/j.ntt.2013.04.00...
,1919 Brown A, Cheslack-Postava SK, Rantakokko P, Kiviranta H, Hinkka-Yli-Salomani S, Mc Keague IW, et al. Association of maternal insecticide levels with autism in offspring from a national birth cohort. Am J Psychiatry. 2018;175:1094-101. https://doi.org/10.1176/appi.ajp.2018.17101129
https://doi.org/10.1176/appi.ajp.2018.17...
–2323 Ehrenstein OS, Ling C, Cui X, Cockburn M, Park AS, Yu F, et al. Prenatal and infant exposure to ambient pesticides and autism spectrum disorder in children: population based case-control study. BMJ. 2019;364:1962. https://doi.org/10.1136/bmj.l962
https://doi.org/10.1136/bmj.l962...
A flowchart detailing the process of identification, screening, eligibility, and the inclusion of studies is presented in Figure 1.
Six case-control studies, with data from California2020 Lyall KL, Croen A, Sjödin A, Yoshida CK, Zerbo O, Kharrazi M, et al. Polychlorinated Biphenyl and Organochlorine Pesticide Concentrations in maternal mid-pregnancy serum samples: association with Autism Spectrum Disorder and Intellectual Disability. Environ Health Perspect. 2017;125:474-80. https://doi.org/10.1289/ehp277
https://doi.org/10.1289/ehp277...
–2323 Ehrenstein OS, Ling C, Cui X, Cockburn M, Park AS, Yu F, et al. Prenatal and infant exposure to ambient pesticides and autism spectrum disorder in children: population based case-control study. BMJ. 2019;364:1962. https://doi.org/10.1136/bmj.l962
https://doi.org/10.1136/bmj.l962...
and Finland,1313 Cheslack-Postava K, Rantakokko PV, Hinkka-Yli-Salomäki S, Surcel HM, McKeague IW, Kiviranta HA, et al. Maternal serum persistent organic pollutants in the Finnish Prenatal Study of Autism: a pilot study. Neurotoxicol Teratol. 2013;38:1-5. https://doi.org/10.1016/j.ntt.2013.04.001
https://doi.org/10.1016/j.ntt.2013.04.00...
,1919 Brown A, Cheslack-Postava SK, Rantakokko P, Kiviranta H, Hinkka-Yli-Salomani S, Mc Keague IW, et al. Association of maternal insecticide levels with autism in offspring from a national birth cohort. Am J Psychiatry. 2018;175:1094-101. https://doi.org/10.1176/appi.ajp.2018.17101129
https://doi.org/10.1176/appi.ajp.2018.17...
were selected. Only two of the included articles were derived from cohort studies,1313 Cheslack-Postava K, Rantakokko PV, Hinkka-Yli-Salomäki S, Surcel HM, McKeague IW, Kiviranta HA, et al. Maternal serum persistent organic pollutants in the Finnish Prenatal Study of Autism: a pilot study. Neurotoxicol Teratol. 2013;38:1-5. https://doi.org/10.1016/j.ntt.2013.04.001
https://doi.org/10.1016/j.ntt.2013.04.00...
,1919 Brown A, Cheslack-Postava SK, Rantakokko P, Kiviranta H, Hinkka-Yli-Salomani S, Mc Keague IW, et al. Association of maternal insecticide levels with autism in offspring from a national birth cohort. Am J Psychiatry. 2018;175:1094-101. https://doi.org/10.1176/appi.ajp.2018.17101129
https://doi.org/10.1176/appi.ajp.2018.17...
but the methodology used was case and control. The sample of the six studies totalized 46,926 individuals: 2,994 cases and 43,932 controls. The sample size ranged from 751313 Cheslack-Postava K, Rantakokko PV, Hinkka-Yli-Salomäki S, Surcel HM, McKeague IW, Kiviranta HA, et al. Maternal serum persistent organic pollutants in the Finnish Prenatal Study of Autism: a pilot study. Neurotoxicol Teratol. 2013;38:1-5. https://doi.org/10.1016/j.ntt.2013.04.001
https://doi.org/10.1016/j.ntt.2013.04.00...
to 5452020 Lyall KL, Croen A, Sjödin A, Yoshida CK, Zerbo O, Kharrazi M, et al. Polychlorinated Biphenyl and Organochlorine Pesticide Concentrations in maternal mid-pregnancy serum samples: association with Autism Spectrum Disorder and Intellectual Disability. Environ Health Perspect. 2017;125:474-80. https://doi.org/10.1289/ehp277
https://doi.org/10.1289/ehp277...
children with ASD. The way to assess exposure included assessment by maternal biomarkers1313 Cheslack-Postava K, Rantakokko PV, Hinkka-Yli-Salomäki S, Surcel HM, McKeague IW, Kiviranta HA, et al. Maternal serum persistent organic pollutants in the Finnish Prenatal Study of Autism: a pilot study. Neurotoxicol Teratol. 2013;38:1-5. https://doi.org/10.1016/j.ntt.2013.04.001
https://doi.org/10.1016/j.ntt.2013.04.00...
,1919 Brown A, Cheslack-Postava SK, Rantakokko P, Kiviranta H, Hinkka-Yli-Salomani S, Mc Keague IW, et al. Association of maternal insecticide levels with autism in offspring from a national birth cohort. Am J Psychiatry. 2018;175:1094-101. https://doi.org/10.1176/appi.ajp.2018.17101129
https://doi.org/10.1176/appi.ajp.2018.17...
,2020 Lyall KL, Croen A, Sjödin A, Yoshida CK, Zerbo O, Kharrazi M, et al. Polychlorinated Biphenyl and Organochlorine Pesticide Concentrations in maternal mid-pregnancy serum samples: association with Autism Spectrum Disorder and Intellectual Disability. Environ Health Perspect. 2017;125:474-80. https://doi.org/10.1289/ehp277
https://doi.org/10.1289/ehp277...
and analysis by home address.2121 Roberts EM, English PB, Grether JK, Windham GC, Somberg L, Wolff C. Maternal residence near agricultural pesticides applications and autism spectrum disorders among children in the California Central Valley. Environ Health Perspect. 2007;115:1482-9. https://doi.org/10.1289/ehp.10168
https://doi.org/10.1289/ehp.10168...
–2323 Ehrenstein OS, Ling C, Cui X, Cockburn M, Park AS, Yu F, et al. Prenatal and infant exposure to ambient pesticides and autism spectrum disorder in children: population based case-control study. BMJ. 2019;364:1962. https://doi.org/10.1136/bmj.l962
https://doi.org/10.1136/bmj.l962...
The main characteristics of the studies included in this systematic review are described in Tables 1 and 2 by the way of exposure.
Characteristics of studies that associate exposure to agricultural pesticides with autism by home address — studies cited according to the year of publication.
Characteristics of studies that associate exposure to agricultural pesticides with autism by maternal biomarkers – studies cited according to the year of publication.
The pesticides analyzed by maternal biomarkers were as follows: total polychlorinated biphenyls (PCBs);1313 Cheslack-Postava K, Rantakokko PV, Hinkka-Yli-Salomäki S, Surcel HM, McKeague IW, Kiviranta HA, et al. Maternal serum persistent organic pollutants in the Finnish Prenatal Study of Autism: a pilot study. Neurotoxicol Teratol. 2013;38:1-5. https://doi.org/10.1016/j.ntt.2013.04.001
https://doi.org/10.1016/j.ntt.2013.04.00...
,1919 Brown A, Cheslack-Postava SK, Rantakokko P, Kiviranta H, Hinkka-Yli-Salomani S, Mc Keague IW, et al. Association of maternal insecticide levels with autism in offspring from a national birth cohort. Am J Psychiatry. 2018;175:1094-101. https://doi.org/10.1176/appi.ajp.2018.17101129
https://doi.org/10.1176/appi.ajp.2018.17...
PCB congener: PCB 29,2020 Lyall KL, Croen A, Sjödin A, Yoshida CK, Zerbo O, Kharrazi M, et al. Polychlorinated Biphenyl and Organochlorine Pesticide Concentrations in maternal mid-pregnancy serum samples: association with Autism Spectrum Disorder and Intellectual Disability. Environ Health Perspect. 2017;125:474-80. https://doi.org/10.1289/ehp277
https://doi.org/10.1289/ehp277...
PCB 74,1919 Brown A, Cheslack-Postava SK, Rantakokko P, Kiviranta H, Hinkka-Yli-Salomani S, Mc Keague IW, et al. Association of maternal insecticide levels with autism in offspring from a national birth cohort. Am J Psychiatry. 2018;175:1094-101. https://doi.org/10.1176/appi.ajp.2018.17101129
https://doi.org/10.1176/appi.ajp.2018.17...
PCB 99,1919 Brown A, Cheslack-Postava SK, Rantakokko P, Kiviranta H, Hinkka-Yli-Salomani S, Mc Keague IW, et al. Association of maternal insecticide levels with autism in offspring from a national birth cohort. Am J Psychiatry. 2018;175:1094-101. https://doi.org/10.1176/appi.ajp.2018.17101129
https://doi.org/10.1176/appi.ajp.2018.17...
,2020 Lyall KL, Croen A, Sjödin A, Yoshida CK, Zerbo O, Kharrazi M, et al. Polychlorinated Biphenyl and Organochlorine Pesticide Concentrations in maternal mid-pregnancy serum samples: association with Autism Spectrum Disorder and Intellectual Disability. Environ Health Perspect. 2017;125:474-80. https://doi.org/10.1289/ehp277
https://doi.org/10.1289/ehp277...
PCB 118, 138, 153, and 156,1313 Cheslack-Postava K, Rantakokko PV, Hinkka-Yli-Salomäki S, Surcel HM, McKeague IW, Kiviranta HA, et al. Maternal serum persistent organic pollutants in the Finnish Prenatal Study of Autism: a pilot study. Neurotoxicol Teratol. 2013;38:1-5. https://doi.org/10.1016/j.ntt.2013.04.001
https://doi.org/10.1016/j.ntt.2013.04.00...
,1919 Brown A, Cheslack-Postava SK, Rantakokko P, Kiviranta H, Hinkka-Yli-Salomani S, Mc Keague IW, et al. Association of maternal insecticide levels with autism in offspring from a national birth cohort. Am J Psychiatry. 2018;175:1094-101. https://doi.org/10.1176/appi.ajp.2018.17101129
https://doi.org/10.1176/appi.ajp.2018.17...
,2020 Lyall KL, Croen A, Sjödin A, Yoshida CK, Zerbo O, Kharrazi M, et al. Polychlorinated Biphenyl and Organochlorine Pesticide Concentrations in maternal mid-pregnancy serum samples: association with Autism Spectrum Disorder and Intellectual Disability. Environ Health Perspect. 2017;125:474-80. https://doi.org/10.1289/ehp277
https://doi.org/10.1289/ehp277...
PCB 158,2020 Lyall KL, Croen A, Sjödin A, Yoshida CK, Zerbo O, Kharrazi M, et al. Polychlorinated Biphenyl and Organochlorine Pesticide Concentrations in maternal mid-pregnancy serum samples: association with Autism Spectrum Disorder and Intellectual Disability. Environ Health Perspect. 2017;125:474-80. https://doi.org/10.1289/ehp277
https://doi.org/10.1289/ehp277...
PCB 170 and 180,1313 Cheslack-Postava K, Rantakokko PV, Hinkka-Yli-Salomäki S, Surcel HM, McKeague IW, Kiviranta HA, et al. Maternal serum persistent organic pollutants in the Finnish Prenatal Study of Autism: a pilot study. Neurotoxicol Teratol. 2013;38:1-5. https://doi.org/10.1016/j.ntt.2013.04.001
https://doi.org/10.1016/j.ntt.2013.04.00...
,1919 Brown A, Cheslack-Postava SK, Rantakokko P, Kiviranta H, Hinkka-Yli-Salomani S, Mc Keague IW, et al. Association of maternal insecticide levels with autism in offspring from a national birth cohort. Am J Psychiatry. 2018;175:1094-101. https://doi.org/10.1176/appi.ajp.2018.17101129
https://doi.org/10.1176/appi.ajp.2018.17...
,2020 Lyall KL, Croen A, Sjödin A, Yoshida CK, Zerbo O, Kharrazi M, et al. Polychlorinated Biphenyl and Organochlorine Pesticide Concentrations in maternal mid-pregnancy serum samples: association with Autism Spectrum Disorder and Intellectual Disability. Environ Health Perspect. 2017;125:474-80. https://doi.org/10.1289/ehp277
https://doi.org/10.1289/ehp277...
PCB 1831919 Brown A, Cheslack-Postava SK, Rantakokko P, Kiviranta H, Hinkka-Yli-Salomani S, Mc Keague IW, et al. Association of maternal insecticide levels with autism in offspring from a national birth cohort. Am J Psychiatry. 2018;175:1094-101. https://doi.org/10.1176/appi.ajp.2018.17101129
https://doi.org/10.1176/appi.ajp.2018.17...
and PCB 187,1919 Brown A, Cheslack-Postava SK, Rantakokko P, Kiviranta H, Hinkka-Yli-Salomani S, Mc Keague IW, et al. Association of maternal insecticide levels with autism in offspring from a national birth cohort. Am J Psychiatry. 2018;175:1094-101. https://doi.org/10.1176/appi.ajp.2018.17101129
https://doi.org/10.1176/appi.ajp.2018.17...
,2020 Lyall KL, Croen A, Sjödin A, Yoshida CK, Zerbo O, Kharrazi M, et al. Polychlorinated Biphenyl and Organochlorine Pesticide Concentrations in maternal mid-pregnancy serum samples: association with Autism Spectrum Disorder and Intellectual Disability. Environ Health Perspect. 2017;125:474-80. https://doi.org/10.1289/ehp277
https://doi.org/10.1289/ehp277...
PCB 194,2020 Lyall KL, Croen A, Sjödin A, Yoshida CK, Zerbo O, Kharrazi M, et al. Polychlorinated Biphenyl and Organochlorine Pesticide Concentrations in maternal mid-pregnancy serum samples: association with Autism Spectrum Disorder and Intellectual Disability. Environ Health Perspect. 2017;125:474-80. https://doi.org/10.1289/ehp277
https://doi.org/10.1289/ehp277...
PCB 196/2032020 Lyall KL, Croen A, Sjödin A, Yoshida CK, Zerbo O, Kharrazi M, et al. Polychlorinated Biphenyl and Organochlorine Pesticide Concentrations in maternal mid-pregnancy serum samples: association with Autism Spectrum Disorder and Intellectual Disability. Environ Health Perspect. 2017;125:474-80. https://doi.org/10.1289/ehp277
https://doi.org/10.1289/ehp277...
and PCB 199,2020 Lyall KL, Croen A, Sjödin A, Yoshida CK, Zerbo O, Kharrazi M, et al. Polychlorinated Biphenyl and Organochlorine Pesticide Concentrations in maternal mid-pregnancy serum samples: association with Autism Spectrum Disorder and Intellectual Disability. Environ Health Perspect. 2017;125:474-80. https://doi.org/10.1289/ehp277
https://doi.org/10.1289/ehp277...
DDT,1313 Cheslack-Postava K, Rantakokko PV, Hinkka-Yli-Salomäki S, Surcel HM, McKeague IW, Kiviranta HA, et al. Maternal serum persistent organic pollutants in the Finnish Prenatal Study of Autism: a pilot study. Neurotoxicol Teratol. 2013;38:1-5. https://doi.org/10.1016/j.ntt.2013.04.001
https://doi.org/10.1016/j.ntt.2013.04.00...
,2020 Lyall KL, Croen A, Sjödin A, Yoshida CK, Zerbo O, Kharrazi M, et al. Polychlorinated Biphenyl and Organochlorine Pesticide Concentrations in maternal mid-pregnancy serum samples: association with Autism Spectrum Disorder and Intellectual Disability. Environ Health Perspect. 2017;125:474-80. https://doi.org/10.1289/ehp277
https://doi.org/10.1289/ehp277...
dichlorodiphenyldichloroethylene (DDE),1313 Cheslack-Postava K, Rantakokko PV, Hinkka-Yli-Salomäki S, Surcel HM, McKeague IW, Kiviranta HA, et al. Maternal serum persistent organic pollutants in the Finnish Prenatal Study of Autism: a pilot study. Neurotoxicol Teratol. 2013;38:1-5. https://doi.org/10.1016/j.ntt.2013.04.001
https://doi.org/10.1016/j.ntt.2013.04.00...
,1919 Brown A, Cheslack-Postava SK, Rantakokko P, Kiviranta H, Hinkka-Yli-Salomani S, Mc Keague IW, et al. Association of maternal insecticide levels with autism in offspring from a national birth cohort. Am J Psychiatry. 2018;175:1094-101. https://doi.org/10.1176/appi.ajp.2018.17101129
https://doi.org/10.1176/appi.ajp.2018.17...
,2020 Lyall KL, Croen A, Sjödin A, Yoshida CK, Zerbo O, Kharrazi M, et al. Polychlorinated Biphenyl and Organochlorine Pesticide Concentrations in maternal mid-pregnancy serum samples: association with Autism Spectrum Disorder and Intellectual Disability. Environ Health Perspect. 2017;125:474-80. https://doi.org/10.1289/ehp277
https://doi.org/10.1289/ehp277...
trans-nonachlor,2020 Lyall KL, Croen A, Sjödin A, Yoshida CK, Zerbo O, Kharrazi M, et al. Polychlorinated Biphenyl and Organochlorine Pesticide Concentrations in maternal mid-pregnancy serum samples: association with Autism Spectrum Disorder and Intellectual Disability. Environ Health Perspect. 2017;125:474-80. https://doi.org/10.1289/ehp277
https://doi.org/10.1289/ehp277...
hexachlorobenzene (HCB),1313 Cheslack-Postava K, Rantakokko PV, Hinkka-Yli-Salomäki S, Surcel HM, McKeague IW, Kiviranta HA, et al. Maternal serum persistent organic pollutants in the Finnish Prenatal Study of Autism: a pilot study. Neurotoxicol Teratol. 2013;38:1-5. https://doi.org/10.1016/j.ntt.2013.04.001
https://doi.org/10.1016/j.ntt.2013.04.00...
and 2,2’4,4’-tetrabromodiphenyl ether (BDE)-47.1313 Cheslack-Postava K, Rantakokko PV, Hinkka-Yli-Salomäki S, Surcel HM, McKeague IW, Kiviranta HA, et al. Maternal serum persistent organic pollutants in the Finnish Prenatal Study of Autism: a pilot study. Neurotoxicol Teratol. 2013;38:1-5. https://doi.org/10.1016/j.ntt.2013.04.001
https://doi.org/10.1016/j.ntt.2013.04.00...
Regarding the assessment by place of residence, the following pesticides were found: organochlorines,2121 Roberts EM, English PB, Grether JK, Windham GC, Somberg L, Wolff C. Maternal residence near agricultural pesticides applications and autism spectrum disorders among children in the California Central Valley. Environ Health Perspect. 2007;115:1482-9. https://doi.org/10.1289/ehp.10168
https://doi.org/10.1289/ehp.10168...
,2222 Shelton JF, Geraghty EM, Tancredi DJ, Delwiche LD, Schimidt RJ, Ritz BT, et al. Neurodevelopmental disorders and prenatal residential proximity to agricultural pesticides: The CHARGE study. Environ Health Perspect. 2014;122:1103-9. https://doi.org/10.1289/ehp.1307044
https://doi.org/10.1289/ehp.1307044...
organophosphates (OPs),2121 Roberts EM, English PB, Grether JK, Windham GC, Somberg L, Wolff C. Maternal residence near agricultural pesticides applications and autism spectrum disorders among children in the California Central Valley. Environ Health Perspect. 2007;115:1482-9. https://doi.org/10.1289/ehp.10168
https://doi.org/10.1289/ehp.10168...
,2222 Shelton JF, Geraghty EM, Tancredi DJ, Delwiche LD, Schimidt RJ, Ritz BT, et al. Neurodevelopmental disorders and prenatal residential proximity to agricultural pesticides: The CHARGE study. Environ Health Perspect. 2014;122:1103-9. https://doi.org/10.1289/ehp.1307044
https://doi.org/10.1289/ehp.1307044...
bifentrin2121 Roberts EM, English PB, Grether JK, Windham GC, Somberg L, Wolff C. Maternal residence near agricultural pesticides applications and autism spectrum disorders among children in the California Central Valley. Environ Health Perspect. 2007;115:1482-9. https://doi.org/10.1289/ehp.10168
https://doi.org/10.1289/ehp.10168...
and trifluralin,2121 Roberts EM, English PB, Grether JK, Windham GC, Somberg L, Wolff C. Maternal residence near agricultural pesticides applications and autism spectrum disorders among children in the California Central Valley. Environ Health Perspect. 2007;115:1482-9. https://doi.org/10.1289/ehp.10168
https://doi.org/10.1289/ehp.10168...
carbamates,2222 Shelton JF, Geraghty EM, Tancredi DJ, Delwiche LD, Schimidt RJ, Ritz BT, et al. Neurodevelopmental disorders and prenatal residential proximity to agricultural pesticides: The CHARGE study. Environ Health Perspect. 2014;122:1103-9. https://doi.org/10.1289/ehp.1307044
https://doi.org/10.1289/ehp.1307044...
pyrethroids,2222 Shelton JF, Geraghty EM, Tancredi DJ, Delwiche LD, Schimidt RJ, Ritz BT, et al. Neurodevelopmental disorders and prenatal residential proximity to agricultural pesticides: The CHARGE study. Environ Health Perspect. 2014;122:1103-9. https://doi.org/10.1289/ehp.1307044
https://doi.org/10.1289/ehp.1307044...
Glyphosate,2323 Ehrenstein OS, Ling C, Cui X, Cockburn M, Park AS, Yu F, et al. Prenatal and infant exposure to ambient pesticides and autism spectrum disorder in children: population based case-control study. BMJ. 2019;364:1962. https://doi.org/10.1136/bmj.l962
https://doi.org/10.1136/bmj.l962...
chlorpyrifos (CPF),2323 Ehrenstein OS, Ling C, Cui X, Cockburn M, Park AS, Yu F, et al. Prenatal and infant exposure to ambient pesticides and autism spectrum disorder in children: population based case-control study. BMJ. 2019;364:1962. https://doi.org/10.1136/bmj.l962
https://doi.org/10.1136/bmj.l962...
diazinon,2323 Ehrenstein OS, Ling C, Cui X, Cockburn M, Park AS, Yu F, et al. Prenatal and infant exposure to ambient pesticides and autism spectrum disorder in children: population based case-control study. BMJ. 2019;364:1962. https://doi.org/10.1136/bmj.l962
https://doi.org/10.1136/bmj.l962...
acephate,2323 Ehrenstein OS, Ling C, Cui X, Cockburn M, Park AS, Yu F, et al. Prenatal and infant exposure to ambient pesticides and autism spectrum disorder in children: population based case-control study. BMJ. 2019;364:1962. https://doi.org/10.1136/bmj.l962
https://doi.org/10.1136/bmj.l962...
malathion,2323 Ehrenstein OS, Ling C, Cui X, Cockburn M, Park AS, Yu F, et al. Prenatal and infant exposure to ambient pesticides and autism spectrum disorder in children: population based case-control study. BMJ. 2019;364:1962. https://doi.org/10.1136/bmj.l962
https://doi.org/10.1136/bmj.l962...
permethrin,2323 Ehrenstein OS, Ling C, Cui X, Cockburn M, Park AS, Yu F, et al. Prenatal and infant exposure to ambient pesticides and autism spectrum disorder in children: population based case-control study. BMJ. 2019;364:1962. https://doi.org/10.1136/bmj.l962
https://doi.org/10.1136/bmj.l962...
bifenthrin,2323 Ehrenstein OS, Ling C, Cui X, Cockburn M, Park AS, Yu F, et al. Prenatal and infant exposure to ambient pesticides and autism spectrum disorder in children: population based case-control study. BMJ. 2019;364:1962. https://doi.org/10.1136/bmj.l962
https://doi.org/10.1136/bmj.l962...
methyl bromide,2323 Ehrenstein OS, Ling C, Cui X, Cockburn M, Park AS, Yu F, et al. Prenatal and infant exposure to ambient pesticides and autism spectrum disorder in children: population based case-control study. BMJ. 2019;364:1962. https://doi.org/10.1136/bmj.l962
https://doi.org/10.1136/bmj.l962...
imidacloprid,2323 Ehrenstein OS, Ling C, Cui X, Cockburn M, Park AS, Yu F, et al. Prenatal and infant exposure to ambient pesticides and autism spectrum disorder in children: population based case-control study. BMJ. 2019;364:1962. https://doi.org/10.1136/bmj.l962
https://doi.org/10.1136/bmj.l962...
avermectin,2323 Ehrenstein OS, Ling C, Cui X, Cockburn M, Park AS, Yu F, et al. Prenatal and infant exposure to ambient pesticides and autism spectrum disorder in children: population based case-control study. BMJ. 2019;364:1962. https://doi.org/10.1136/bmj.l962
https://doi.org/10.1136/bmj.l962...
and myclobutanil.2323 Ehrenstein OS, Ling C, Cui X, Cockburn M, Park AS, Yu F, et al. Prenatal and infant exposure to ambient pesticides and autism spectrum disorder in children: population based case-control study. BMJ. 2019;364:1962. https://doi.org/10.1136/bmj.l962
https://doi.org/10.1136/bmj.l962...
The classification score was used according to the meta-analysis by Hu et al.2929 Hu L, Lou D, Zhou T, Tao Y, Feng J, Mei S. The association between non-Hodgkin lymphoma and organophosphate pesticides exposure: a meta-analysis. Environ Pollut. 2017;231:319-28. https://doi.org/10.1016/j.envpol.2017.08.028
https://doi.org/10.1016/j.envpol.2017.08...
and was recently replicated in the systematic review by Moura et al.3030 Moura LT, Bedor CN, Lopez RV, Santana VS, Rocha TM, Wünsch Filho V, et al. Occupational exposure to organophosphate pesticides and hematologic neoplasms: a systematic review. Rev Bras Epidemiol. 2020;23:e200022. https://doi.org/10.1590/1980-549720200022
https://doi.org/10.1590/1980-54972020002...
These studies considered the score 0–3 stars as low methodological quality, 4–6 stars as moderate quality, and 7–9 stars as high quality. According to this classification, the studies included in this systematic review obtained moderate1313 Cheslack-Postava K, Rantakokko PV, Hinkka-Yli-Salomäki S, Surcel HM, McKeague IW, Kiviranta HA, et al. Maternal serum persistent organic pollutants in the Finnish Prenatal Study of Autism: a pilot study. Neurotoxicol Teratol. 2013;38:1-5. https://doi.org/10.1016/j.ntt.2013.04.001
https://doi.org/10.1016/j.ntt.2013.04.00...
,1919 Brown A, Cheslack-Postava SK, Rantakokko P, Kiviranta H, Hinkka-Yli-Salomani S, Mc Keague IW, et al. Association of maternal insecticide levels with autism in offspring from a national birth cohort. Am J Psychiatry. 2018;175:1094-101. https://doi.org/10.1176/appi.ajp.2018.17101129
https://doi.org/10.1176/appi.ajp.2018.17...
,2121 Roberts EM, English PB, Grether JK, Windham GC, Somberg L, Wolff C. Maternal residence near agricultural pesticides applications and autism spectrum disorders among children in the California Central Valley. Environ Health Perspect. 2007;115:1482-9. https://doi.org/10.1289/ehp.10168
https://doi.org/10.1289/ehp.10168...
,2323 Ehrenstein OS, Ling C, Cui X, Cockburn M, Park AS, Yu F, et al. Prenatal and infant exposure to ambient pesticides and autism spectrum disorder in children: population based case-control study. BMJ. 2019;364:1962. https://doi.org/10.1136/bmj.l962
https://doi.org/10.1136/bmj.l962...
and high scores,2222 Shelton JF, Geraghty EM, Tancredi DJ, Delwiche LD, Schimidt RJ, Ritz BT, et al. Neurodevelopmental disorders and prenatal residential proximity to agricultural pesticides: The CHARGE study. Environ Health Perspect. 2014;122:1103-9. https://doi.org/10.1289/ehp.1307044
https://doi.org/10.1289/ehp.1307044...
,2020 Lyall KL, Croen A, Sjödin A, Yoshida CK, Zerbo O, Kharrazi M, et al. Polychlorinated Biphenyl and Organochlorine Pesticide Concentrations in maternal mid-pregnancy serum samples: association with Autism Spectrum Disorder and Intellectual Disability. Environ Health Perspect. 2017;125:474-80. https://doi.org/10.1289/ehp277
https://doi.org/10.1289/ehp277...
as shown in Table 3.
NOS-identified selection bias in the case definition found on previous records from other care services, without reassessment of ASD diagnostic tests,2121 Roberts EM, English PB, Grether JK, Windham GC, Somberg L, Wolff C. Maternal residence near agricultural pesticides applications and autism spectrum disorders among children in the California Central Valley. Environ Health Perspect. 2007;115:1482-9. https://doi.org/10.1289/ehp.10168
https://doi.org/10.1289/ehp.10168...
,2323 Ehrenstein OS, Ling C, Cui X, Cockburn M, Park AS, Yu F, et al. Prenatal and infant exposure to ambient pesticides and autism spectrum disorder in children: population based case-control study. BMJ. 2019;364:1962. https://doi.org/10.1136/bmj.l962
https://doi.org/10.1136/bmj.l962...
the non-explanation of the selection of control cases derived from the cohort,1313 Cheslack-Postava K, Rantakokko PV, Hinkka-Yli-Salomäki S, Surcel HM, McKeague IW, Kiviranta HA, et al. Maternal serum persistent organic pollutants in the Finnish Prenatal Study of Autism: a pilot study. Neurotoxicol Teratol. 2013;38:1-5. https://doi.org/10.1016/j.ntt.2013.04.001
https://doi.org/10.1016/j.ntt.2013.04.00...
as well as the lack of similar assessment of individuals were included in the control group.1919 Brown A, Cheslack-Postava SK, Rantakokko P, Kiviranta H, Hinkka-Yli-Salomani S, Mc Keague IW, et al. Association of maternal insecticide levels with autism in offspring from a national birth cohort. Am J Psychiatry. 2018;175:1094-101. https://doi.org/10.1176/appi.ajp.2018.17101129
https://doi.org/10.1176/appi.ajp.2018.17...
,1313 Cheslack-Postava K, Rantakokko PV, Hinkka-Yli-Salomäki S, Surcel HM, McKeague IW, Kiviranta HA, et al. Maternal serum persistent organic pollutants in the Finnish Prenatal Study of Autism: a pilot study. Neurotoxicol Teratol. 2013;38:1-5. https://doi.org/10.1016/j.ntt.2013.04.001
https://doi.org/10.1016/j.ntt.2013.04.00...
,2020 Lyall KL, Croen A, Sjödin A, Yoshida CK, Zerbo O, Kharrazi M, et al. Polychlorinated Biphenyl and Organochlorine Pesticide Concentrations in maternal mid-pregnancy serum samples: association with Autism Spectrum Disorder and Intellectual Disability. Environ Health Perspect. 2017;125:474-80. https://doi.org/10.1289/ehp277
https://doi.org/10.1289/ehp277...
,2121 Roberts EM, English PB, Grether JK, Windham GC, Somberg L, Wolff C. Maternal residence near agricultural pesticides applications and autism spectrum disorders among children in the California Central Valley. Environ Health Perspect. 2007;115:1482-9. https://doi.org/10.1289/ehp.10168
https://doi.org/10.1289/ehp.10168...
,2323 Ehrenstein OS, Ling C, Cui X, Cockburn M, Park AS, Yu F, et al. Prenatal and infant exposure to ambient pesticides and autism spectrum disorder in children: population based case-control study. BMJ. 2019;364:1962. https://doi.org/10.1136/bmj.l962
https://doi.org/10.1136/bmj.l962...
The adjustments made by Cheslack-Postava et al.,1313 Cheslack-Postava K, Rantakokko PV, Hinkka-Yli-Salomäki S, Surcel HM, McKeague IW, Kiviranta HA, et al. Maternal serum persistent organic pollutants in the Finnish Prenatal Study of Autism: a pilot study. Neurotoxicol Teratol. 2013;38:1-5. https://doi.org/10.1016/j.ntt.2013.04.001
https://doi.org/10.1016/j.ntt.2013.04.00...
Lyall et al.,2020 Lyall KL, Croen A, Sjödin A, Yoshida CK, Zerbo O, Kharrazi M, et al. Polychlorinated Biphenyl and Organochlorine Pesticide Concentrations in maternal mid-pregnancy serum samples: association with Autism Spectrum Disorder and Intellectual Disability. Environ Health Perspect. 2017;125:474-80. https://doi.org/10.1289/ehp277
https://doi.org/10.1289/ehp277...
and Von Ehrenstein et al.2323 Ehrenstein OS, Ling C, Cui X, Cockburn M, Park AS, Yu F, et al. Prenatal and infant exposure to ambient pesticides and autism spectrum disorder in children: population based case-control study. BMJ. 2019;364:1962. https://doi.org/10.1136/bmj.l962
https://doi.org/10.1136/bmj.l962...
included matching factors that were considered extremely important by the authors of this systematic review. The others1919 Brown A, Cheslack-Postava SK, Rantakokko P, Kiviranta H, Hinkka-Yli-Salomani S, Mc Keague IW, et al. Association of maternal insecticide levels with autism in offspring from a national birth cohort. Am J Psychiatry. 2018;175:1094-101. https://doi.org/10.1176/appi.ajp.2018.17101129
https://doi.org/10.1176/appi.ajp.2018.17...
,2121 Roberts EM, English PB, Grether JK, Windham GC, Somberg L, Wolff C. Maternal residence near agricultural pesticides applications and autism spectrum disorders among children in the California Central Valley. Environ Health Perspect. 2007;115:1482-9. https://doi.org/10.1289/ehp.10168
https://doi.org/10.1289/ehp.10168...
,2222 Shelton JF, Geraghty EM, Tancredi DJ, Delwiche LD, Schimidt RJ, Ritz BT, et al. Neurodevelopmental disorders and prenatal residential proximity to agricultural pesticides: The CHARGE study. Environ Health Perspect. 2014;122:1103-9. https://doi.org/10.1289/ehp.1307044
https://doi.org/10.1289/ehp.1307044...
made less specific adjustments, such as socio-demographic indices, ethnicity, and education.
In measuring exposure, three of the articles verified exposure by housing registration2121 Roberts EM, English PB, Grether JK, Windham GC, Somberg L, Wolff C. Maternal residence near agricultural pesticides applications and autism spectrum disorders among children in the California Central Valley. Environ Health Perspect. 2007;115:1482-9. https://doi.org/10.1289/ehp.10168
https://doi.org/10.1289/ehp.10168...
–2323 Ehrenstein OS, Ling C, Cui X, Cockburn M, Park AS, Yu F, et al. Prenatal and infant exposure to ambient pesticides and autism spectrum disorder in children: population based case-control study. BMJ. 2019;364:1962. https://doi.org/10.1136/bmj.l962
https://doi.org/10.1136/bmj.l962...
that was considered a form of self-report. In this same sphere of evaluation, a lack of information on sampling losses was detected.1313 Cheslack-Postava K, Rantakokko PV, Hinkka-Yli-Salomäki S, Surcel HM, McKeague IW, Kiviranta HA, et al. Maternal serum persistent organic pollutants in the Finnish Prenatal Study of Autism: a pilot study. Neurotoxicol Teratol. 2013;38:1-5. https://doi.org/10.1016/j.ntt.2013.04.001
https://doi.org/10.1016/j.ntt.2013.04.00...
,1919 Brown A, Cheslack-Postava SK, Rantakokko P, Kiviranta H, Hinkka-Yli-Salomani S, Mc Keague IW, et al. Association of maternal insecticide levels with autism in offspring from a national birth cohort. Am J Psychiatry. 2018;175:1094-101. https://doi.org/10.1176/appi.ajp.2018.17101129
https://doi.org/10.1176/appi.ajp.2018.17...
DISCUSSION
The results of this systematic review show high rates of association between early exposure to agricultural pesticides and autism, and samples of PCBs, HCB, and DDE had detection limit above the quantification being assessed for maternal biomarkers or home address.
The study by Roberts et al.2121 Roberts EM, English PB, Grether JK, Windham GC, Somberg L, Wolff C. Maternal residence near agricultural pesticides applications and autism spectrum disorders among children in the California Central Valley. Environ Health Perspect. 2007;115:1482-9. https://doi.org/10.1289/ehp.10168
https://doi.org/10.1289/ehp.10168...
demonstrated that the quantity of organochlorines for the cases of ASD was found to be OR=6.1. When comparing the fourth quartile versus no exposure, the risk factor for autism had association with OPs (p=0.042), organochlorines (p=0.025), trifluralin (p=0.046), and bifenthrin (p=0.048) during pregnancy. During the embryogenesis of the central nervous system (CNS) (days 7–49), the results for organochlorines were reduced with an increase in the distance of 250–1,000m (p=0.001 to p=0.006, respectively) from home to the application of the pesticides.
Environmental exposure to certain categories of agricultural pesticides can increase the risk of neural tube defects (NTDs), with effect estimates of less than 1,000m for residential proximity, as demonstrated in the study by Rull et al.,3131 Rull R, Ritz PB, Shaw GM. Neural tube defects and maternal residential proximity to agricultural pesticide applications. Am J Epidemiol. 2006;15;163:743-53. https://doi.org/10.1093/aje/kwj101
https://doi.org/10.1093/aje/kwj101...
in which he further suggested the increase in anencephaly associated with organophosphorus pesticides and spina bifida with amides, benzimidazoles, and methyl carbamates. Exposed mothers with combinations of two or more pesticides may be at increased risk of having a baby affected by NTDs.
Corroborating the findings, the systematic review by Muñoz-Quezada et al.3232 Muñoz-Quezada MT, Lucero BA, Barr DB, Steenland KS, Levy K, Ryan PB, et al. Neurodevelopmental effects in children associated with exposure to organophosphate pesticides: a systematic review. Neurotoxicology. 2013;39:158-68. https://doi.org/10.1016/j.neuro.2013.09.003
https://doi.org/10.1016/j.neuro.2013.09....
reinforces the hypothesis that agricultural pesticides act negatively on neural and behavioral development in children, when exposed during intrauterine or in the first year of life, as the exposure to OP is associated with neurodevelopment in children. Of the 27 articles analyzed, 26 associated negative effects of pesticides on neurobehavioral development.
The study by Shelton et al.2222 Shelton JF, Geraghty EM, Tancredi DJ, Delwiche LD, Schimidt RJ, Ritz BT, et al. Neurodevelopmental disorders and prenatal residential proximity to agricultural pesticides: The CHARGE study. Environ Health Perspect. 2014;122:1103-9. https://doi.org/10.1289/ehp.1307044
https://doi.org/10.1289/ehp.1307044...
evaluated the application of agricultural pesticides and OPs, which were the most commonly applied pesticides close to home during pregnancy, which had been identified in the following order: CPF (20.7%), acephate (15.4%), and diazinon (14.5%). The second class of pesticide most commonly applied was pyrethroids, which had been identified in the following proportion: esfenvalerate (24%), lamdacyalothrin (17.3%), permethrin (16.5%), cypermethrin (12.8%), and tau-fluvalinate (10.5%). Of the carbamates, approximately 80% were methomyl or carbaryl, and of the organochlorines, 60% of all applications were dienochlor. With these findings, it was found that the proximity of OPs, at some point during pregnancy, was associated with an increased risk of 60% for ASD, greater for exposures in the third trimester (OR=2.0), and application of CPF in the second trimester (OR=3.3). Children of mothers who live close to pyrethroid insecticide application shortly before conception or during the third trimester had a higher risk of ASD and developmental delay (DD), with ORs ranging from 1.7 to 2.3. The risk of DD increased in the vicinity of carbamate pesticide applications, but no specific vulnerable period was identified. Among those exposed, only one-third were exposed to a single compound over the course of the pregnancy.
According to the study by Rauh et al.3333 Rauh VA, Garcia WE, Whyatt GR, Horton MK, Barr DB, Louis ED. Prenatal exposure to the organophosphate pesticides chlorpyrifos and childhood tremor. Neurotoxicology. 2015;51:80-6. https://doi.org/10.1016/j.neuro.2015.09.004
https://doi.org/10.1016/j.neuro.2015.09....
CPFs were likely to cause clinically significant tremor in all four dichotomous measures of tremor in boys when analyzed using the chi-square test (dominant arm p=0.008; non-dominant arm p=0.045; any arm p=0.022; and in both arms p=0.015).
In addition to neurodevelopmental problems, CPFs were associated with decreased motor function at 9 months of age, as demonstrated by Silver et al.,3434 Silver M, Shao J, Zhu B, Chen M, Xia Y, Kaciroti N, et al. 2017. Prenatal naled and chlorpyrifos exposure is associated with deficits in infant motor function in a cohort of Chinese infants. Environ Int. 2017;106:248-56. https://doi.org/10.1016/j.envint.2017.05.015
https://doi.org/10.1016/j.envint.2017.05...
where prenatal exposure, mainly by female children, to OP insecticides was more sensitive to negative effects on motor function.
In animals models, De Felice et al. observed that strains of mice with idiopathic autism with prenatal exposure to CPF insecticide indicate significantly delayed motor maturation, the persistence of immature patterns such as pivoting at the expense of coordinated locomotion and a tendency toward enhanced ultrasound vocalization,3535 Felice A, Scattoni ML, Ricceri L, Calamandrei G. Prenatal exposure to a common organophosphate insecticide delays motor development in a mouse model of idiopathic autism. PLoS One. 2015;10:e0121663. https://doi.org/10.1371/journal.pone.0121663
https://doi.org/10.1371/journal.pone.012...
and major oxidative stress processes.3636 Felice A, Greco A, Calamandrei G, Minghetti L. Prenatal exposure to the organophosphate insecticide chlorpyrifos enhances brain oxidative stress and prostaglandin E2 synthesis in a mouse model of idiopathic autism. J Neuroinflammation. 2016;13:149. https://doi.org/10.1186/s12974-016-0617-4
https://doi.org/10.1186/s12974-016-0617-...
Berg et al.3737 Berg EL, Ching TM, Bruun DA, Rivera JK, Careaga M, Ellegood J, et al. Translational outcomes relevant to neurodevelopmental disorders following early life exposure of rats to chlorpyrifos. J Neurodev Disord. 2020;12:40. https://doi.org/10.21203/rs.2.24090/v2
https://doi.org/10.21203/rs.2.24090/v2...
found that rats’ CPF exposure reflects in behavior and in some possible neuroanatomical differences, especially in those that are highly relevant in neurodevelopmental disorders, including autism spectrum disorder. The effects that were observed in both sexes at multiple time points and that did not inhibit acetylcholinesterase activity in the brain or blood suggest that current regulations regarding safe levels of CPF need to be reconsidered.
Von Ehrenstein et al.2323 Ehrenstein OS, Ling C, Cui X, Cockburn M, Park AS, Yu F, et al. Prenatal and infant exposure to ambient pesticides and autism spectrum disorder in children: population based case-control study. BMJ. 2019;364:1962. https://doi.org/10.1136/bmj.l962
https://doi.org/10.1136/bmj.l962...
noted the risk of developing ASD associated with prenatal exposure to glyphosate (OR=1.16), CPF (OR=1.13), diazinon (OR=1.11), malathion (OR=1.11), avermectin (OR=1.12), and permethrin (OR=1.10). In addition, the risk of developing ASD with comorbid intellectual disability (ID) was associated with prenatal exposure to glyphosate (OR=1.33), CPF (OR=1.27), diazinon (OR=1.41), permethrin (OR=1.46), methyl bromide (OR=1.33), and myclobutanil (OR=1.32). In case of exposure in the first year of life, the chance of developing ASD with IDs increased by up to 50% for some pesticide substances, such as glyphosate and diazinon.
Pu et al.3838 Pu Y, Yang J, Chang L, Qu Y, Wang S, Zhang K, et al. 2020. Maternal glyphosate exposure causes autism-like behaviors in offspring through increased expression of soluble epoxide hydrolase. Proc Natl Acad Sci USA. 2020;117:11753-9. https://doi.org/10.1073/pnas.2100100118
https://doi.org/10.1073/pnas.2100100118...
detected ASD-like behavioral abnormalities in rat pups after maternal exposure to high levels of glyphosate and abnormal composition of the intestinal microbiota and short-chain fatty acids.
Zhang et al.,3939 Zhang L, Rana I, Shaffer RM, Taioli E, Sheppard L. Exposure to glyphosate-based herbicides and risk for non-Hodgkin lymphoma: a meta-analysis and supporting evidence. Mutat Res Rev Mutat Res. 2019;781:186-206. https://doi.org/10.1016/j.mrrev.2019.02.001
https://doi.org/10.1016/j.mrrev.2019.02....
in his meta-analysis, did not verify the relationship between glyphosate and ASD, but reported evidence from studies on humans, animals, and mechanics of a convincing link between exposure to glyphosate-based herbicides (GBHs) and increased meta-relative risk (meta-RR) of non-Hodgkin lymphoma (NHL) increased by 41% (meta-RR=1.41, 95%CI 1.13–1.75).
As the main results, the study by Cheslack-Postava et al.1313 Cheslack-Postava K, Rantakokko PV, Hinkka-Yli-Salomäki S, Surcel HM, McKeague IW, Kiviranta HA, et al. Maternal serum persistent organic pollutants in the Finnish Prenatal Study of Autism: a pilot study. Neurotoxicol Teratol. 2013;38:1-5. https://doi.org/10.1016/j.ntt.2013.04.001
https://doi.org/10.1016/j.ntt.2013.04.00...
observed that in all the participants’ prenatal serum samples, POPs, except for DDE and HCB, were present at levels above the detection limit. Total PCBs at or above the 90th percentile were associated with an OR=1.91 for autism, suggesting that qualitatively higher levels of total PCBs may be associated with ASD risk.
The effects of PCBs on the results of neurodevelopment are consistent across different studies, as evidenced by the systematic review conducted by Berghuis and Roze.4040 Berghuis S, Roze E. Prenatal exposure to PCBs and neurological and sexual/pubertal development from birth to adolescence. Curr Probl Pediatr Adolesc Health Care. 2019;49:133-59. https://doi.org/10.1016/j.cppeds.2019.04.006
https://doi.org/10.1016/j.cppeds.2019.04...
Most studies reported inverse associations with neurodevelopmental outcomes, which is caused due to exposure not only in the perinatal period but also in adolescence.
According to the systematic review by Panesar et al.1616 Panesar HK, Kennedy CL, Stietz KP, Lein PJ. Polychlorinated Biphenyls (PCBs): risk factors for Autism Spectrum Disorder? Toxics. 2020;8:70. https://doi.org/10.3390/toxics8030070
https://doi.org/10.3390/toxics8030070...
from 12 articles analyzed, 8 of them found associations of developmental PCB exposure with deficits in at least one measure of cognition. It is stated that PCBs modulate the signaling pathways involved not only in the main symptoms of ASD but also in its associated comorbidities. However, it is important to note that not all PCB congeners act in the same way in the development of toxicity, as there is a difference between them and their metabolites.
The work conducted by Lyall and collaborators2020 Lyall KL, Croen A, Sjödin A, Yoshida CK, Zerbo O, Kharrazi M, et al. Polychlorinated Biphenyl and Organochlorine Pesticide Concentrations in maternal mid-pregnancy serum samples: association with Autism Spectrum Disorder and Intellectual Disability. Environ Health Perspect. 2017;125:474-80. https://doi.org/10.1289/ehp277
https://doi.org/10.1289/ehp277...
assessed whether prenatal exposure to PCBs and organochlorine pesticides (OCPs) was associated with the development of ASD and ID without autism in the offspring. As a result, in the ASD group, the levels of PCBs and trans-nanochlorines were higher than in the CG (control group). In addition, higher blood levels of PCBs 138/158, 153, 170, and 180 (AOR>1.5) have been associated with the development of ASD.
In addition to neurotoxic properties,4141 Grandjean P, Landrigan PJ. Neurobehavioural effects of developmental toxicity. Lancet Neurol. 2014;13:330-8. https://doi.org/10.1016/s1474-4422(13)70278-3
https://doi.org/10.1016/s1474-4422(13)70...
persistent organic pollutants (POPs) are also associated with attention-deficit hyperactivity disorder (ADHD) form.4242 Forns J, Stigum H, Hoyer BB, Sioen I, Sovcikova E, Nowack NM, et al. Prenatal and postnatal exposure to persistent organic pollutants and attention-deficit and hyperactivity disorder: a pooled analysis of seven European birth cohort studies. Int J Epidemiol. 2018;47:1082-97. https://doi.org/10.1093/ije/dyy052
https://doi.org/10.1093/ije/dyy052...
The study realized by Rosenquist et al.4343 Rosenquist AH, Hoyer BB, Julez J, Sunyer HS, Pedersen HS, Lenters V, et al. Prenatal and postnatal PCB-153 and p,p’-DDE exposures and behavior scores at 5–9 years of age among children in Greenland and Ukraine. Environ Health Perspect 2017;3;125:107002. https://doi.org/10.1289/ehp553
https://doi.org/10.1289/ehp553...
investigated the association between prenatal and childhood exposures to PCB-153 and p,p’-DDE and behavior in children aged between 5 and 9 years. A high OR score was observed for hyperactivity, with results for prenatal (OR=1.24) and postnatal (OR=1.08) PCB-153 and for prenatal (OR=1.43) and postnatal (OR=1.27) p,p’-DDE. Therefore, early exposure to p,p’-DDE and PCB-153 was associated with a higher prevalence of abnormal hyperactivity scores in the study population.
The study conducted by Brown et al.1919 Brown A, Cheslack-Postava SK, Rantakokko P, Kiviranta H, Hinkka-Yli-Salomani S, Mc Keague IW, et al. Association of maternal insecticide levels with autism in offspring from a national birth cohort. Am J Psychiatry. 2018;175:1094-101. https://doi.org/10.1176/appi.ajp.2018.17101129
https://doi.org/10.1176/appi.ajp.2018.17...
concluded an evidence that maternal exposure to insecticides is associated with autism among children, as the chances of autism in the offspring increased significantly when maternal levels of p,p’-DDE were in the upper 75th percentile of the control distribution (OR=1.32). The association between maternal levels of DDE greater than the 75th percentile and the ASD chances was significant between male children (OR=1.35) and among cases of individuals with IDs (OR=2.21), but there was no association between the levels of total PCBs and maternal counterparts with ASD.
Evidence that DDE levels may be associated with the cognitive development of these children was found in the study by Gaspar et al.,4444 Gaspar FW, Harley KG, Kogut K, Chevrier J, Mora AM, Sjödin A, et al. Prenatal DDT and DDE exposure and child IQ in the CHAMACOS cohort. Environ Int. 2015;85:206-12. https://doi.org/10.1016/j.envint.2015.09.004
https://doi.org/10.1016/j.envint.2015.09...
in which prenatal DDE levels in female children were inversely associated with IQ (p=0.01) and processing speed at the age of 7 years (verbal comprehension, p=0.04 and processing speed, p=0.01).
The findings of this review are limited by the small number of articles included. Among the selected studies, in addition to the limited sample size,1313 Cheslack-Postava K, Rantakokko PV, Hinkka-Yli-Salomäki S, Surcel HM, McKeague IW, Kiviranta HA, et al. Maternal serum persistent organic pollutants in the Finnish Prenatal Study of Autism: a pilot study. Neurotoxicol Teratol. 2013;38:1-5. https://doi.org/10.1016/j.ntt.2013.04.001
https://doi.org/10.1016/j.ntt.2013.04.00...
lack of estimated exposure to other potential sources, such as food,2222 Shelton JF, Geraghty EM, Tancredi DJ, Delwiche LD, Schimidt RJ, Ritz BT, et al. Neurodevelopmental disorders and prenatal residential proximity to agricultural pesticides: The CHARGE study. Environ Health Perspect. 2014;122:1103-9. https://doi.org/10.1289/ehp.1307044
https://doi.org/10.1289/ehp.1307044...
,2323 Ehrenstein OS, Ling C, Cui X, Cockburn M, Park AS, Yu F, et al. Prenatal and infant exposure to ambient pesticides and autism spectrum disorder in children: population based case-control study. BMJ. 2019;364:1962. https://doi.org/10.1136/bmj.l962
https://doi.org/10.1136/bmj.l962...
use of chemicals,2020 Lyall KL, Croen A, Sjödin A, Yoshida CK, Zerbo O, Kharrazi M, et al. Polychlorinated Biphenyl and Organochlorine Pesticide Concentrations in maternal mid-pregnancy serum samples: association with Autism Spectrum Disorder and Intellectual Disability. Environ Health Perspect. 2017;125:474-80. https://doi.org/10.1289/ehp277
https://doi.org/10.1289/ehp277...
smoking,2323 Ehrenstein OS, Ling C, Cui X, Cockburn M, Park AS, Yu F, et al. Prenatal and infant exposure to ambient pesticides and autism spectrum disorder in children: population based case-control study. BMJ. 2019;364:1962. https://doi.org/10.1136/bmj.l962
https://doi.org/10.1136/bmj.l962...
and other environmental factors,1313 Cheslack-Postava K, Rantakokko PV, Hinkka-Yli-Salomäki S, Surcel HM, McKeague IW, Kiviranta HA, et al. Maternal serum persistent organic pollutants in the Finnish Prenatal Study of Autism: a pilot study. Neurotoxicol Teratol. 2013;38:1-5. https://doi.org/10.1016/j.ntt.2013.04.001
https://doi.org/10.1016/j.ntt.2013.04.00...
as well as the non-pairing of specific factors in each study were mentioned as limiting factors.1919 Brown A, Cheslack-Postava SK, Rantakokko P, Kiviranta H, Hinkka-Yli-Salomani S, Mc Keague IW, et al. Association of maternal insecticide levels with autism in offspring from a national birth cohort. Am J Psychiatry. 2018;175:1094-101. https://doi.org/10.1176/appi.ajp.2018.17101129
https://doi.org/10.1176/appi.ajp.2018.17...
,1313 Cheslack-Postava K, Rantakokko PV, Hinkka-Yli-Salomäki S, Surcel HM, McKeague IW, Kiviranta HA, et al. Maternal serum persistent organic pollutants in the Finnish Prenatal Study of Autism: a pilot study. Neurotoxicol Teratol. 2013;38:1-5. https://doi.org/10.1016/j.ntt.2013.04.001
https://doi.org/10.1016/j.ntt.2013.04.00...
We also cited the possible errors in the pesticide application database,2222 Shelton JF, Geraghty EM, Tancredi DJ, Delwiche LD, Schimidt RJ, Ritz BT, et al. Neurodevelopmental disorders and prenatal residential proximity to agricultural pesticides: The CHARGE study. Environ Health Perspect. 2014;122:1103-9. https://doi.org/10.1289/ehp.1307044
https://doi.org/10.1289/ehp.1307044...
as well as the change of address without knowledge.2121 Roberts EM, English PB, Grether JK, Windham GC, Somberg L, Wolff C. Maternal residence near agricultural pesticides applications and autism spectrum disorders among children in the California Central Valley. Environ Health Perspect. 2007;115:1482-9. https://doi.org/10.1289/ehp.10168
https://doi.org/10.1289/ehp.10168...
,2323 Ehrenstein OS, Ling C, Cui X, Cockburn M, Park AS, Yu F, et al. Prenatal and infant exposure to ambient pesticides and autism spectrum disorder in children: population based case-control study. BMJ. 2019;364:1962. https://doi.org/10.1136/bmj.l962
https://doi.org/10.1136/bmj.l962...
In addition to the limiting factors of the articles presented, the quality tool used in this systematic review, the Newcastle-Ottawa Scale, does not have a classification of the studies under evaluation, requiring standardization among researchers.
In conclusion, the studies provided found high rates of association between early exposure to agricultural pesticides and autism, which are mainly related to organochlorines, OPs, carbamates, and pyrethroids. In addition to the observation that maternal biomarkers for p,p’-DDE were increased in cases of autism and autism with IDs, divergences were found in the case of PCBs. Sample of PCBs, HCB, and DDE had detection limit above the quantification. With this, we conclude that there are studies regarding the premature exposure to agricultural pesticides and the development of ASD. However, these results should be considered with caution, due to these methodological limitations and also lack of evaluation of related genetic and environmental factors. It is hoped that the results collected by this systematic review can contribute to the development of other studies, including genetic and environmental factors. Knowing its limitations, it is necessary to continue and improve future studies for a better understanding and correlation between pesticides and autism spectrum disorder.
As stated, an urgent approach strategy is needed to reduce the use of pesticides and encourage the adoption of agroecological practices in order to ensure food and nutritional security population, as well as the reduction of risk to human and environmental health.
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FundingThis study did not receive any funding.
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Publication Dates
-
Publication in this collection
09 Sept 2022 -
Date of issue
2023
History
-
Received
24 Oct 2021 -
Accepted
27 Feb 2022