ArticleResearch report (Health Effects Institute)2022
Associations of Air Pollution on the Brain in Children: A Brain Imaging Study.
Article in Research report (Health Effects Institute), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 2 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
23 citing papers in PubMed, 2 syntheses or guidelines pooled it, 28 citations in OpenAlex.
- Noise, air pollution exposure and attention-deficit/hyperactivity disorder: a meta-analysis.Frontiers in psychiatry · 2026Pooled it
- Association between air pollution exposure and brain cortical thickness throughout the lifespan: A systematic review.Neuroscience · 2024Pooled it
- Review
- Investigating effects of day-to-day variations in environmental exposure on the human brain: study protocol for the Day2Day Environment project.BMC neuroscience · 2026Article
- Radon-related increases in depressive symptoms are explained by amygdala morphology and external locus of control.Neurotoxicology · 2026Article
- Impact of prenatal exposure to airborne particulate matter on local functional connections in the cerebral cortex of neonates.NeuroImage · 2026Article
- Accelerated biological aging and brain structural alterations linking air pollution to dementia risk: a prospective cohort study.The journal of nutrition, health & aging · 2026Article
- Longitudinal associations between air pollution and adolescent gray matter development: Insights from the ABCD study.Environmental research · 2026Article
- Combined prenatal exposure to airborne polycyclic aromatic hydrocarbons and maternal distress is associated with childhood irritability.Frontiers in public health · 2026Article
- Air pollution and fetal brain morphological development: a prospective cohort study.The Lancet. Planetary health · 2025Article
- Long-Term Exposure to Traffic-Related Air Pollution and Noise and Dynamic Brain Connectivity across Adolescence.Environmental health perspectives · 2025Article
- Air Pollution Exposure, Prefrontal Connectivity, and Emotional Behavior in Early Adolescence.Research report (Health Effects Institute) · 2025Article
- How does the macroenvironment influence brain and behaviour-a review of current status and future perspectives.Molecular psychiatry · 2024Review
- Exposure to multiple ambient air pollutants changes white matter microstructure during early adolescence with sex-specific differences.Communications medicine · 2024Article
- Particulate Matter Exposure and Default Mode Network Equilibrium During Early Adolescence.Brain connectivity · 2024Article
- Prenatal and childhood air pollution exposure, cellular immune biomarkers, and brain connectivity in early adolescents.Brain, behavior, & immunity - health · 2024Article
- From Inhalation to Neurodegeneration: Air Pollution as a Modifiable Risk Factor for Alzheimer's Disease.International journal of molecular sciences · 2024Review
- Air pollution exposure is associated with gene expression in children.Environmental epigenetics · 2024Article
- Air pollution and age-dependent changes in emotional behavior across early adolescence in the U.S.Environmental research · 2024Article
- How does the macroenvironment influence brain and behaviour - a review of current status and future perspectives.medRxiv : the preprint server for health sciences · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors at 6 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Introduction: Epidemiological studies are highlighting the negative effects of the exposure to air pollution on children's neurodevelopment. However, most studies assessed children's neurodevelopment using neuropsychological tests or questionnaires. Using magnetic resonance imaging (MRI) to precisely measure global and region-specific brain development would provide details of brain morphology and connectivity. This would help us understand the observed cognitive and behavioral changes related to air pollution exposure. Moreover, most studies assessed only a few air pollutants. This project investigates whether air pollution exposure to many pollutants during pregnancy and childhood is associated with the morphology and connectivity of the brain in school-age children and pre-adolescents. Methods: We used data from the Generation R Study, a population-based birth cohort set up in Rotterdam, the Netherlands in 2002-2006 (n = 9,610). We used land-use regression (LUR) models to estimate the levels of 14 air pollutants at participant's homes during pregnancy and childhood: nitrogen oxides (NO Results: The project has air pollution and brain MRI data for 783 school-age children and 3,857 pre-adolescents. First, exposure to air pollution during pregnancy or childhood was not associated with global brain volumes (e.g., total brain, cortical gray matter, and cortical white matter) in school-age children or pre-adolescents. However, higher pregnancy or childhood exposure to several air pollutants was associated with a smaller corpus callosum and hippocampus, and a larger amygdala, nucleus accumbens, and cerebellum in pre-adolescents, but not in school-age children. Second, higher exposure to several air pollutants during pregnancy was associated with a thinner cortex in various regions of the brain in both school-age children and pre-adolescents. Higher exposure to air pollution during childhood was also associated with a thinner cortex in a single region in pre-adolescents. A thinner cortex in two regions mediated the association between higher exposure to air pollution during pregnancy and an impaired inhibitory control in school-age children. Third, higher exposure to air pollution during childhood was associated with smaller cortical surface areas in various regions of the brain except in a region where we observed a larger cortical surface area in pre-adolescents. In relation to brain structural connectivity, higher exposure to air pollution during pregnancy and childhood was associated with an alteration in white matter microstructure in pre-adolescents. In relation to brain functional connectivity, a higher exposure to air pollution, mainly during pregnancy and early childhood, was associated with a higher brain functional connectivity among several brain regions in pre-adolescents. Overall, we identified several air pollutants associated with brain structural morphology, structural connectivity, and functional connectivity, such as NO Conclusions: The results of this project suggest that exposure to air pollution during pregnancy and childhood play an adverse role in brain development. We observed this relationship even at levels of exposure that were below the European Union legislations. We acknowledge that identifying the independent effects of specific pollutants was particularly challenging. Most of our conclusions generally refer to traffic-related air pollutants. However, we did identify pollutants specifically originating from brake linings, tire wear, and tailpipe emissions from diesel combustion. The current direction toward innovative solutions for cleaner energy vehicles is a step in the right direction. However, our findings indicate that these measures might not be completely adequate to mitigate health problems attributable to traffic-related air pollution, as we also observed associations with markers of brake linings and tire wear.
Indexed as
Identifiers
36106707PMC9476146W4295902530What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.