Evidence map›Paper›PMID 41790349›Full record

ArticleEnvironmental science and pollution research international2026

Environmental metal exposure and autism spectrum disorder: spatial analysis of exposure patterns and associated risk among children in Alabama.

Oludesola Ogunesan, Cassandra Newsom, Sarah Elizabeth O'Kelley, Kristi Guest, Jeffrey K Wickliffe

Abstract read
In one paragraph

Article in Environmental science and pollution research international, 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
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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

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.

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

5 authors.

Oludesola OgunesanDepartment of Environmental Health Sciences, University of Alabama at Birmingham, Birmingham, AL, 35294, USA. oludayo@uab.edu.ORCID http://orcid.org/0009-0002-9589-9356
Cassandra NewsomDepartment of Neurobiology, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, AL, 35294, USA.
Sarah Elizabeth O'KelleyDepartment of Psychology, University of Alabama at Birmingham, Birmingham, AL, 35294, USA.
Kristi GuestDepartment of Psychology, University of Alabama at Birmingham, Birmingham, AL, 35294, USA.
Jeffrey K WickliffeDepartment of Environmental Health Sciences, University of Alabama at Birmingham, Birmingham, AL, 35294, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Autism spectrum disorder (ASD) is a neurodevelopmental condition with increasing rates of diagnosis and potential links to environmental exposures. Metals are known neurotoxicants that may exacerbate ASD symptom presentation. Our study focused on children aged 3-10 years clinically diagnosed with ASD who have lived in Alabama since birth. Spatial analysis assessed metal distribution and clustering patterns, and Spearman correlation was used to evaluate associations between air toxic metals and ASD symptom presentation. Spatial analysis of airborne metals across Alabama showed considerable spatial variability and hot spots, mostly in central Alabama and surrounding counties. ASD symptom presentation showed moderate positive correlation with cadmium, chromium, and lead, weak positive correlation with manganese, and weak negative correlation with mercury. Proximity and statistical analysis showed 73% of the participants lived within 5 km of an industrial site; those living more than 10 km away had much lower ASD scores, and proximity was a strong predictor of ASD symptoms. Our findings show that children in Alabama may be exposed to multiple air toxic metals at different exposure windows, and industrial emissions and residential proximity to pollution sources are potential environmental contributors to increased ASD symptom presentation.

Indexed as

Autism Spectrum DisorderEnvironmental ExposureMetalsAir PollutantsAlabamaChildChild, PreschoolFemaleHumansMaleSpatial AnalysisAir PollutantsMetalsAir pollutionAir toxic metalsAutism spectrum disorder symptom presentationChildren’s Environmental HealthEnvironmental exposureEnvironmental Risk Assessment

Identifiers

PMID41790349
PMCPMC13053338

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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.