Evidence map›Paper›PMID 41759998›Full record

ArticleMedicine2026

Genomic approach to investigate air pollution's causal impact on neurodevelopment and mental health: An extensive-scale 2-sample Mendelian randomization study.

Wen Wu, Yuchao Fan

Abstract read
In one paragraph

Article in Medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

2 authors.

Wen WuDepartment of Anesthesiology, Xichang People's Hospital, Xichang, Sichuan, China.
Yuchao FanDepartment of Anesthesiology, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, Affiliated Cancer Hospital of University of Electronic Science and Technology of China, Chengdu, China.

Funding

Key R&D project of Science and Technology in Liangshan Yi Autonomous Prefecture 23ZDYF0210Science and Technology project of Xichang City ZDXM-2023-03
6 · The paper itself

Abstract

Air pollution is a major global public health threat associated with increased morbidity and premature mortality. Growing evidence suggests that air pollution may also adversely affect brain health, contributing to cognitive impairment and mental disorders. However, most existing studies are observational and therefore vulnerable to residual confounding and reverse causation. Mendelian randomization (MR), which uses genetic variants as instrumental variables, offers a framework to strengthen causal inference regarding the neurological effects of air pollution. We conducted a 2-sample MR study using large-scale genome-wide association study data to investigate the causal effects of air pollution on neurodevelopmental and mental health outcomes. Exposures included ambient air pollutants (PM2.5, PM10, PM2.5-10, NO2, and NOx) and workplace-related air pollution, including self-reported "very dusty" workplace exposure, chemical or other fumes, and diesel exhaust. Neurodevelopmental and mental health outcomes comprised 17 genome-wide association studies datasets across 6 domains: cognitive function and intelligence, educational attainment, psychiatric disorders, emotional and behavioral disorders in children and adolescents, attention-deficit/hyperactivity disorder (ADHD), and neuroticism. Genetically proxied higher PM2.5 exposure was associated with lower intelligence and cognitive performance, reduced educational attainment, and increased risks of schizophrenia, depression, panic attacks, and vulnerability during youth. Elevated NOx exposure was associated with poorer cognition, lower educational attainment, and increased risks of anxiety, panic disorder, and attention-deficit/hyperactivity disorder. Higher NO2 levels were associated with an increased risk of schizophrenia and higher neuroticism scores. Workplace-related air pollution exposures were also associated with adverse outcomes. Self-reported "very dusty" workplace exposure was associated with poorer cognitive performance and educational attainment, while chemical fumes and diesel exhaust were linked to reduced academic achievement and increased risks of selected psychiatric outcomes. This MR study provides evidence supporting potential causal relationships between air pollution exposure and a wide range of neurodevelopmental and mental health outcomes, underscoring the importance of reducing air pollution exposure, particularly among vulnerable populations.

Indexed as

Air PollutionEnvironmental ExposureMental DisordersMental HealthNeurodevelopmental DisordersAir PollutantsGenome-Wide Association StudyHumansMendelian Randomization AnalysisNeurodevelopmentParticulate MatterAir PollutantsParticulate Matterair pollutioncausal effectMendelian Randomizationmental healthneurodevelopment

Identifiers

PMID41759998
PMCPMC12956189

What Socratic holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

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 Socratic graph.