ArticleThe Science of the total environment2021
Prenatal exposure to a wide range of environmental chemicals and child behaviour between 3 and 7 years of age - An exposome-based approach in 5 European cohorts.
Article in The Science of the total environment, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers, 3 of them syntheses that pooled it.
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Who cites it
30 citing papers in PubMed, 3 syntheses or guidelines pooled it, 49 citations in OpenAlex.
- Sleep as a potential link between exposome, mental health and cognitive development in children and adolescents - a scoping review.Archives of public health = Archives belges de sante publique · 2026Pooled it
- Exposure to heavy metals in utero and autism spectrum disorder at age 3: a meta-analysis of two longitudinal cohorts of siblings of children with autism.Environmental health : a global access science source · 2024Pooled it
- Relationship between Prenatal or Postnatal Exposure to Pesticides and Obesity: A Systematic Review.International journal of environmental research and public health · 2021Pooled it
- Impact of antenatal exposure to a mixture of endocrine disruptors on attentional and executive functions in children.Journal of the Endocrine Society · 2026Article
- Gestational exposures to mixtures of multiple chemical classes and autism spectrum disorder in the MARBLES study.Environmental research · 2025Article
- Using machine learning to investigate the influence of the prenatal chemical exposome on neurodevelopment of young children.Neurotoxicology · 2025Article
- Prenatal exposure to persistent organic pollutants and emotional and behavioral outcomes from early childhood to adolescence: Rhea Cohort Study in Crete, Greece.Environmental epidemiology (Philadelphia, Pa.) · 2025Article
- Global research trends on the human exposome: a bibliometric analysis (2005-2024).Environmental science and pollution research international · 2025Review
- Associations between prenatal exposure to environmental phenols and child neurodevelopment at two years of age in a South African birth cohort.Environmental research · 2025Article
- Review
- Article
- Early childhood exposures to phthalates in association with attention-deficit/hyperactivity disorder behaviors in middle childhood and adolescence in the ReCHARGE study.International journal of hygiene and environmental health · 2024Article
- Modifiable factors associated with cognitive performance in Chinese adolescents: a national environment-wide association study.European child & adolescent psychiatry · 2024Article
- Exploring applications of non-targeted analysis in the characterization of the prenatal exposome.The Science of the total environment · 2024Article
- Associations of Perinatal Metal and Metalloid Exposures with Early Child Behavioral Development Over Time in the New Hampshire Birth Cohort Study.Exposure and health · 2024Article
- Decoding the exposome: data science methodologies and implications in exposome-wide association studies (ExWASs).Exposome · 2024Article
- Editorial: Influence of diet and maternal environment on neuropsychological development early in life.Frontiers in public health · 2024Article
- Update of the risk assessment of polybrominated diphenyl ethers (PBDEs) in food.EFSA journal. European Food Safety Authority · 2024Article
- Exposure to heavy metalsmedRxiv : the preprint server for health sciences · 2023Article
- Prenatal Exposure to Perfluoroalkyl Substances and Child Behavior at Age 12: A PELAGIE Mother-Child Cohort Study.Environmental health perspectives · 2023Article
Corrections and comments
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Authors and funding
21 authors at 10 institutions in 8 countries.
Funding
Abstract
backgroundStudies looking at associations between environmental chemicals and child behaviour usually consider only one exposure or family of exposures.
objectiveThis study explores associations between prenatal exposure to a wide range of environmental chemicals and child behaviour.
methodsWe studied 708 mother-child pairs from five European cohorts recruited in 2003-2009. We assessed 47 exposure biomarkers from eight chemical exposure families in maternal blood or urine collected during pregnancy. We used the Strengths and Difficulties Questionnaire (SDQ) to evaluate child behaviour between three and seven years of age. We assessed associations of SDQ scores with exposures using an adjusted least absolute shrinkage and selection operator (LASSO) considering all exposures simultaneously and an adjusted exposome-wide association study (ExWAS) considering each exposure independently.
resultsLASSO selected only copper (Cu) as associated with externalizing behaviour. In the ExWAS, bisphenol A [BPA, incidence rate ratio (IRR): 1.06, 95% confidence interval (95%CI): 1.01;1.12] and mono-n-butyl phthalate (MnBP, IRR: 1.06, 95%CI: 1.00;1.13) were associated with greater risk of externalizing behaviour problems. Cu (IRR: 0.90, 95%CI: 0.82;0.98), perfluoroundecanoate (PFUnDA, IRR: 0.92, 95%CI: 0.84;0.99) and organochlorine compounds (OCs) were associated with lower risk of externalizing behaviour problems, however the associations with OCs were mainly seen among women with insufficient weight gain during pregnancy. Internalizing score worsen in association with exposure to diethyl thiophosphate (DETP, IRR: 1.11, 95%CI: 1.00;1.24) but the effect was driven by the smallest cohort. Internalizing score improved with increased concentration of perfluorooctane sulfonate (PFOS, IRR: 0.92, 95%CI: 0.85;1.00), however the association was driven by the two smallest cohorts with the lowest PFOS concentrations. DISCUSSION: This study added evidence on deleterious effects of prenatal exposure to BPA and MnBP on child behaviour. Other associations should be interpreted cautiously since they were not consistent with previous studies or they have not been studied extensively.
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