Evidence map›Paper›PMID 42700721›Full record

ArticleEBioMedicine2026

Residential early-life air pollution exposure and oculomotor markers of cognitive workload in children: a prospective birth cohort study.

Kenneth Vanbrabant, Eleni Renaers, Liesa Engelen, Brigitte Reimann, Hanne Croons, Thessa Van Pee, Maartje Vangeneugden, Nick Giesberts, Marcel Ameloot, Tim S Nawrot and 1 more

Abstract read
In one paragraph

Article in EBioMedicine, 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

11 authors.

Kenneth VanbrabantCentre for Environmental Sciences, Hasselt University, Diepenbeek, Belgium.
Eleni RenaersCentre for Environmental Sciences, Hasselt University, Diepenbeek, Belgium.
Liesa EngelenCentre for Environmental Sciences, Hasselt University, Diepenbeek, Belgium.
Brigitte ReimannCentre for Environmental Sciences, Hasselt University, Diepenbeek, Belgium.
Hanne CroonsCentre for Environmental Sciences, Hasselt University, Diepenbeek, Belgium.
Thessa Van PeeCentre for Environmental Sciences, Hasselt University, Diepenbeek, Belgium.
Maartje VangeneugdenCentre for Environmental Sciences, Hasselt University, Diepenbeek, Belgium.
Nick GiesbertsCentre for Environmental Sciences, Hasselt University, Diepenbeek, Belgium.
Marcel AmelootBiomedical Research Institute, Hasselt University, Diepenbeek, Belgium.
Tim S NawrotCentre for Environmental Sciences, Hasselt University, Diepenbeek, Belgium; Department of Public Health and Primary Care, Environment and Health Unit, Leuven University, Leuven, Belgium.
Michelle PlusquinCentre for Environmental Sciences, Hasselt University, Diepenbeek, Belgium. Electronic address: michelle.plusquin@uhasselt.be.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundGrowing evidence indicates that early brain development is particularly vulnerable to environmental influences, with early-life air pollution exposure linked to attention problems, anxiety, and depression. In this study, we examined associations of early-life air pollution exposure with eye-tracking-derived measures of cognitive workload and emotion-related attentional bias in school-aged children, while also assessing whether recent exposure was associated with these outcomes.

methodsThis prospective cohort study was conducted within the ongoing ENVIRONAGE birth cohort, which has enrolled over 2400 mother-child pairs. The present study included 196 children aged 9-11 years who had reached the eligible age for follow-up and completed eye-tracking paradigms assessing cognitive workload and subconscious attention bias between September 2021 and November 2023. Residential black carbon (BC), nitrogen dioxide (NO

findingsHigher recent residential air pollution exposure was most consistently associated with saccadic outcomes. After correction for multiple testing, an interquartile range (IQR) increase in last-month BC and NO

interpretationUsing objective eye-tracking outcomes within a prospective birth cohort, our findings suggest that residential air pollution exposure is associated with subtle oculomotor differences in school-aged children, particularly patterns consistent with increased cognitive workload. Emotion-related attention-bias findings were exploratory after correction for multiple testing.

fundingSpecial Research Fund (BOF), Flemish Scientific Research Fund (FWO), Methusalem, and Horizon Europe project MISTRAL.

Indexed as

Air pollutionCognitive workloadEmotional attention biasEye-trackingNeurobehavioral development

Identifiers

PMID42700721
PMCPMC13572176

What Socratic holds

Textmetadata
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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.