ArticleiScience2023
Ambient fine particulate exposure and subcortical gray matter microarchitecture in 9- and 10-year-old children across the United States.
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Article in iScience, 2023. 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.
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23citing papers in PubMed, 2 pooled it
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What it found
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Who cites it
23 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- A systematic review of air pollution exposure and brain structure and function during development.Environmental research · 2025Pooled it
- A research agenda for understanding how social inequality is linked to brain structure and function.Nature human behaviour · 2024Pooled it
- The Relationship between Air Pollution Exposure, Genetic Liability for Schizophrenia, and Brain Outcomes in the ABCD Study.Schizophrenia bulletin · 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
- The unique effects of chronic exposure to ambient fine particulate matter and indoor radon on subcortical brain morphology in youth.Neurotoxicology · 2026Article
- Longitudinal associations between air pollution and adolescent gray matter development: Insights from the ABCD study.Environmental research · 2026Article
- Sources of outdoor air pollution exposure and child brain network development across the United States.bioRxiv : the preprint server for biology · 2025Article
- Outdoor Air Pollution Is Related to Amygdala Subregion Volume and Apportionment in Early Adolescence.Biological psychiatry global open science · 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
- Air Pollution Exposure, Prefrontal Connectivity, and Emotional Behavior in Early Adolescence.Research report (Health Effects Institute) · 2025Article
- A Systematic Review of Air Pollution Exposure and Brain Structure and Function during Development.medRxiv : the preprint server for health sciences · 2024Article
- Particulate Matter Exposure and Default Mode Network Equilibrium During Early Adolescence.Brain connectivity · 2024Article
- Exposure to multiple ambient air pollutants changes white matter microstructure during early adolescence with sex-specific differences.Communications medicine · 2024Article
- Outdoor air pollution and brain development in childhood and adolescence.Trends in neurosciences · 2024Review
- The Association between Exposure to Fine Particulate Air Pollution and the Trajectory of Internalizing and Externalizing Behaviors during Late Childhood and Early Adolescence: Evidence from the Adolescent Brain Cognitive Development (ABCD) Study.Environmental health perspectives · 2024Article
- Air pollution from biomass burning disrupts early adolescent cortical microarchitecture development.Environment international · 2024Article
- Prenatal and childhood air pollution exposure, cellular immune biomarkers, and brain connectivity in early adolescents.Brain, behavior, & immunity - health · 2024Article
- Building towards an adolescent neural urbanome: Expanding environmental measures using linked external data (LED) in the ABCD study.Developmental cognitive neuroscience · 2024Article
Corrections and comments
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Authors and funding
10 authors.
Kirthana SukumaranDepartment of Population and Public Health Sciences, Keck School of Medicine of University of Southern California, Los Angeles, CA 90063, USA.
Carlos Cardenas-IniguezDepartment of Population and Public Health Sciences, Keck School of Medicine of University of Southern California, Los Angeles, CA 90063, USA.
Elisabeth BurnorDepartment of Population and Public Health Sciences, Keck School of Medicine of University of Southern California, Los Angeles, CA 90063, USA.
Katherine L BottenhornDepartment of Population and Public Health Sciences, Keck School of Medicine of University of Southern California, Los Angeles, CA 90063, USA.
Daniel A HackmanSuzanne Dworak-Peck School of Social Work, University of Southern California, Los Angeles, CA 90089, USA.
Rob McConnellDepartment of Population and Public Health Sciences, Keck School of Medicine of University of Southern California, Los Angeles, CA 90063, USA.
Kiros BerhaneDepartment of Biostatistics, Mailman School of Public Health, Columbia University, New York, NY 10032, USA.
Joel SchwartzDepartment of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA.
Jiu-Chiuan ChenDepartment of Population and Public Health Sciences, Keck School of Medicine of University of Southern California, Los Angeles, CA 90063, USA.
Megan M HertingDepartment of Population and Public Health Sciences, Keck School of Medicine of University of Southern California, Los Angeles, CA 90063, USA.
Funding
ABCD-USA Consortium: Coordinating CenterU24DA041147 · NIDA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI SANDRA A BROWN, TERRY L. JERNIGAN · 2015 to 2026
$54.7MABCD-USA Consortium: Data Analysis, Informatics and Resource CenterU24DA041123 · NIDA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI ANDERS M DALE · 2015 to 2026
$51.5MTranslational Research Support CoreP30ES007048 · NIEHS · UNIVERSITY OF SOUTHERN CALIFORNIA · PI ROB S MCCONNELL · 1996 to 2026
$46.4MTranslational Research Support CoreP30ES000002 · NIEHS · HARVARD UNIVERSITY (SCH OF PUBLIC HLTH) · PI JAIME ELIZABETH HART · 1985 to 2026
$44.6MAdolescent Substance Use Initiation: Disentangling neurocognitive risks from consequences using longitudinal and genetically-informed methodsU01DA041120 · NIDA · UNIVERSITY OF MINNESOTA · PI Monica Luciana, Sylia Wilson · 2015 to 2026
$34.5MABCD-USA Consortium: Research ProjectU01DA041089 · NIDA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Joanna Jacobus, Susan F. Tapert · 2015 to 2026
$31.7MProspective Research Studies of Maturation (PRISM)- Research ProjectU01DA041134 · NIDA · UTAH STATE HIGHER EDUCATION SYSTEM--UNIVERSITY OF UTAH · PI ERIN MCGLADE, PERRY FRANKLIN RENSHAW · 2015 to 2026
$29.2MABCD-USA CONSORTIUM: RESEARCH PROJECTU01DA041048 · NIDA · CHILDREN'S HOSPITAL OF LOS ANGELES · PI Megan Marie Herting, ELIZABETH R SOWELL · 2015 to 2026
$28.7MABCD-USA Consortium: Research ProjectU01DA041106 · NIDA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Mary M Heitzeg, Chandra Sekhar Sripada · 2015 to 2026
$24.9MFIU-ABCD: Pathways and Mechanisms to Addiction in the Latino Youth of South FloridaU01DA041156 · NIDA · FLORIDA INTERNATIONAL UNIVERSITY · PI Raul Gonzalez, Angela R Laird · 2015 to 2026
$22.8MABCD-USA Consortium: Research ProjectU01DA041148 · NIDA · OREGON HEALTH & SCIENCE UNIVERSITY · PI Damien A Fair, Rebekah S Huber · 2015 to 2026
$22.3MABCD-USA: NYC Research ProjectU01DA041174 · NIDA · YALE UNIVERSITY · PI Arielle Ryan Baskin-Sommers, Betty J Casey · 2015 to 2026
$19.7MNIDA NIH HHS U01 DA041022NIDA NIH HHS U01 DA041028NIDA NIH HHS U01 DA041048NIDA NIH HHS U01 DA041089NIDA NIH HHS U01 DA041106NIDA NIH HHS U01 DA041117NIDA NIH HHS U01 DA041120NIDA NIH HHS U01 DA041134NIDA NIH HHS U01 DA041148NIDA NIH HHS U01 DA041156NIDA NIH HHS U01 DA041174NIDA NIH HHS U24 DA041123NIDA NIH HHS U24 DA041147NIEHS NIH HHS P30 ES000002NIEHS NIH HHS P30 ES007048NIEHS NIH HHS R01 ES031074NIEHS NIH HHS R01 ES032295NIMH NIH HHS R25 MH120869NIMH NIH HHS R25 MH125545NINDS NIH HHS R25 NS089462NINDS NIH HHS R25 NS094094NINDS NIH HHS R25 NS117356
Abstract
Neuroimaging studies showing the adverse effects of air pollution on neurodevelopment have largely focused on smaller samples from limited geographical locations and have implemented univariant approaches to assess exposure and brain macrostructure. Herein, we implement restriction spectrum imaging and a multivariate approach to examine how one year of annual exposure to daily fine particulate matter (PM
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Environmental healthEnvironmental scienceHealth sciencesNeurosciencePublic health
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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.