ArticleJAMA network open2021
Association of Outdoor Ambient Fine Particulate Matter With Intracellular White Matter Microstructural Properties Among Children.
Article in JAMA network open, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers, 3 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
35 citing papers in PubMed, 3 syntheses or guidelines pooled it, 47 citations in OpenAlex.
- A systematic review of air pollution exposure and brain structure and function during development.Environmental research · 2025Pooled it
- Toxicant exposure and the developing brain: A systematic review of the structural and functional MRI literature.Neuroscience and biobehavioral reviews · 2023Pooled it
- Air pollution, depressive and anxiety disorders, and brain effects: A systematic review.Neurotoxicology · 2022Pooled it
- Neighborhood-scale disparities in air exchange rates and inhaled pollution dose among school-aged children.Journal of exposure science & environmental epidemiology · 2026Article
- Within- and between-study site variations in ambient air pollution exposure at ages 9-10 years in the Adolescent Brain Cognitive Development (ABCD) Study.Environmental epidemiology (Philadelphia, Pa.) · 2026Article
- Ambient pollution components and sources are associated with hippocampal architecture and memory in pre-adolescents.BMC medicine · 2026Article
- White matter reflects the childhood exposome.bioRxiv : the preprint server for biology · 2026Article
- Whole-Brain Fractional Anisotropy, Centered on the Superior Longitudinal Fasciculus, Is Positively Correlated With Urban Aesthetic Perception.Brain and behavior · 2026Article
- Longitudinal associations between air pollution and adolescent gray matter development: Insights from the ABCD study.Environmental research · 2026Article
- Unraveling the impact of prenatal air pollution for neonatal brain maturation.Environment international · 2025Article
- The Impact of Early Life Exposure to Air Pollution on the Brain: A Diffusion MRI Study in 10-13-Year-Old Children With and Without ADHD Diagnosis.Human brain mapping · 2025Article
- Sources of outdoor air pollution exposure and child brain network development across the United States.bioRxiv : the preprint server for biology · 2025Article
- Fine particulate matter air pollution and longitudinal gray matter development changes during early adolescence: variation by neighborhood disadvantage level.Environment international · 2025Article
- Sex-specific Effects of Outdoor Air Pollution on Subcortical Microstructure and Weight Gain: Findings from the ABCD StudybioRxiv : the preprint server for biology · 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
- Sleep moderates how prenatal and childhood pollutant exposure impacts white matter microstructural integrity in adolescence.Npj biological timing and sleep · 2025Article
- The growing interdisciplinarity of developmental psychopathology: Implications for science and training.Development and psychopathology · 2024Article
- How does the macroenvironment influence brain and behaviour-a review of current status and future perspectives.Molecular psychiatry · 2024Review
- A Systematic Review of Air Pollution Exposure and Brain Structure and Function during Development.medRxiv : the preprint server for health sciences · 2024Article
Corrections and comments
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Authors and funding
12 authors at 5 institutions in 1 country.
Funding
Abstract
Importance: Outdoor particulate matter 2.5 μm or less in diameter (PM2.5) is a ubiquitous environmental neurotoxicant that may affect the developing brain. Little is known about associations between PM2.5 and white matter connectivity. Objectives: To assess associations between annual residential PM2.5 exposure and white matter microstructure health in a US sample of children 9 to 10 years of age and to examine whether associations are specific to certain white matter pathways or vary across neuroimaging diffusion markers reflective of intracellular and extracellular microstructural processes. Design, Setting, and Participants: This cross-sectional study, the Adolescent Brain and Cognitive Development (ABCD) Study, was composed of 21 study sites across the US and used baseline data collected from children 9 to 10 years of age from September 1, 2016, to October 15, 2018. Data analysis was performed from September 15, 2020, to June 30, 2021. Exposures: Annual mean PM2.5 exposure estimated by ensemble-based models and assigned to the primary residential addresses at baseline. Main Outcomes and Measures: Diffusion-weighted imaging (DWI) and tractography were used to delineate white matter tracts. The biophysical modeling technique of restriction spectrum imaging (RSI) was implemented to examine total hindered diffusion and restricted isotropic and anisotropic intracellular diffusion in each tract. Hierarchical mixed-effects models with natural splines were used to analyze the associations between PM2.5 exposure and DWI. Results: In a study population of 7602 children (mean [SD] age, 119.1 [7.42] months; 3955 [52.0%] female; 160 [ 21.%] Asian, 1025 [13.5%] Black, 1616 [21.3%] Hispanic, 4025 [52.9%] White, and 774 [10.2%] other [identified by parents as American Indian/Native American or Alaska Native; Native Hawaiian, Guamanian, Samoan, other Pacific Islander; Asian Indian, Chinese, Filipino, Japanese, Korean, Vietnamese, or other Asian; or other race]), associations were seen between annual ambient PM2.5 and hemispheric differences in white matter microstructure. Hemisphere-stratified models revealed significant associations between PM2.5 exposure and restricted isotropic intracellular diffusion in the left cingulum, in the left superior longitudinal fasciculus, and bilaterally in the fornix and uncinate fasciculus. In tracts with strong positive associations, a PM2.5 increase from 8 to 12 μg/m3 was associated with increases of 2.16% (95% CI, 0.49%-3.84%) in the left cingulum, 1.95% (95% CI, 0.43%-3.47%) in the left uncinate, and 1.68% (95% CI, 0.01%-3.34%) in the right uncinate. Widespread negative associations were observed between PM2.5 and mean diffusivity. Conclusions and Relevance: The findings of this cross-sectional study suggest that annual mean PM2.5 exposure during childhood is associated with increased restricted isotropic diffusion and decreased mean diffusivity of specific white matter tracts, potentially reflecting differences in the composition of white matter microarchitecture.
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