ArticleEnvironment international2023
Effects of ambient fine particulates, nitrogen dioxide, and ozone on maturation of functional brain networks across early adolescence.
Article in Environment international, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 34 papers, 2 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
34 citing papers in PubMed, 2 syntheses or guidelines pooled it, 53 citations in OpenAlex.
- Long-term exposure to ambient particulate matter and its association with Alzheimer's disease: influencing factors and a systematic review with meta-analysis.Frontiers in public health · 2026Pooled it
- A systematic review of air pollution exposure and brain structure and function during development.Environmental research · 2025Pooled it
- Outdoor Air Pollution, Perivascular Space Morphology, and Cognition in Preadolescence.Biological psychiatry global open science · 2026Article
- The Relationship between Air Pollution Exposure, Genetic Liability for Schizophrenia, and Brain Outcomes in the ABCD Study.Schizophrenia bulletin · 2026Article
- AmygdalaGo-BOLT for boundary-aware segmentation of the human amygdala.Cell reports methods · 2026Article
- Neighborhood air pollution is associated with attenuated neurocognitive maturation over early adolescence.Developmental cognitive neuroscience · 2026Article
- Feasibility of Integrating Wearable Devices and Ecological Momentary Assessment for Real-Time Environmental Exposure Estimation: Proof-of-Concept Study.JMIR formative research · 2026Article
- Characteristics of Cognitive Function and Brain Alterations in Pneumoconiosis: A Cross-Sectional Study.Health science reports · 2026Article
- Longitudinal associations between air pollution and adolescent gray matter development: Insights from the ABCD study.Environmental research · 2026Article
- Mixture effects of air pollutants on Parkinson's disease in adults ages 40+ in the United States from 2002 to 2016.Environmental epidemiology (Philadelphia, Pa.) · 2025Article
- Air pollution decreases postsynaptic PSD-95 and NMDA receptor subunits in synaptosomes from mouse cerebral cortex.Environmental pollution (Barking, Essex : 1987) · 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
- Outdoor Air Pollution Is Related to Amygdala Subregion Volume and Apportionment in Early Adolescence.Biological psychiatry global open science · 2025Article
- Association of social and environmental exposures at the neighborhood level with child brain volume.Environment international · 2025Article
- Fine particulate matter air pollution and longitudinal gray matter development changes during early adolescence: variation by neighborhood disadvantage level.Environment international · 2025Article
- Neuroscience and climate action: intersecting pathways for brain and planetary health.Current opinion in behavioral sciences · 2025Article
- Long-Term Exposure to Traffic-Related Air Pollution and Noise and Dynamic Brain Connectivity across Adolescence.Environmental health perspectives · 2025Article
- Air Pollution-Induced Neurotoxicity: The Relationship Between Air Pollution, Epigenetic Changes, and Neurological Disorders.International journal of molecular sciences · 2025Review
- Air Pollution Exposure, Prefrontal Connectivity, and Emotional Behavior in Early Adolescence.Research report (Health Effects Institute) · 2025Article
Corrections and comments
- Erratum issued
Authors and funding
10 authors at 3 institutions in 1 country.
Funding
Abstract
backgroundAir pollution is linked to neurodevelopmental delays, but its association with longitudinal changes in brain network development has yet to be investigated. We aimed to characterize the effect of PM
methodsA sample of children (N = 9,497; with 1-2 scans each for a total of 13,824 scans; 45.6% with two brain scans) from the Adolescent Brain Cognitive Development (ABCD) Study® were included. Annual averages of pollutant concentrations were assigned to the child's primary residential address using an ensemble-based exposure modeling approach. Resting-state functional MRI was collected on 3T MRI scanners. First, developmental linear mixed-effect models were performed to characterize typical FC development within our sample. Next, single- and multi-pollutant linear mixed-effect models were constructed to examine the association between exposure and intra-network, inter-network, and subcortical-to-network FC change over time, adjusting for sex, race/ethnicity, income, parental education, handedness, scanner type, and motion.
resultsDevelopmental profiles of FC over the 2-year follow-up included intra-network integration within the DMN and FPN as well as inter-network integration between the SN-FPN; along with intra-network segregation in the SN as well as subcortical-to-network segregation more broadly. Higher PM
conclusionTaken together, PM
Indexed as
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What 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.