Evidence map›Paper›PMID 41736061›Full record

ArticleEnvironmental health : a global access science source2026

Seasonal viruses modify short-term air pollution effects on pediatric wheeze and asthma: a time-series study.

Sam Louman, Karlijn J van Stralen, Sophie van Vlijmen, Kaj Wage, Emile Hendrix, Leontien van der Aa, Frans B Plötz, Jeroen Hol, Anjali Kooter-Bechan, Gavin Ten Tusscher and 2 more

Abstract read
In one paragraph

Article in Environmental health : a global access science source, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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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.

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4 · The record

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5 · Who and what money

Authors and funding

12 authors.

Sam LoumanDepartment of Pediatric Pulmonology and Pediatric Allergology, Beatrix Children's Hospital, University Medical Centre Groningen, Groningen, Netherlands. slouman@spaarnegasthuis.nl.
Karlijn J van StralenSpaarne Gasthuis Academy, Spaarne Gasthuis, Haarlem, Netherlands.
Sophie van VlijmenVU University, Amsterdam, Netherlands.
Kaj WageDepartment of Pediatrics, OLVG, Amsterdam, Netherlands.
Emile HendrixDepartment of Pediatrics, Rode Kruis Ziekenhuis, Beverwijk, Netherlands.
Leontien van der AaDepartment of Pediatrics, Zaans Medisch Centrum, Zaandam, Netherlands.
Frans B PlötzDepartment of Pediatrics, Blaricum, The Netherlands.
Jeroen HolDepartment of Pediatrics, NWZ, Alkmaar, Netherlands.
Anjali Kooter-BechanDepartment of Pediatrics, Alrijne, Leiden, Netherlands.
Gavin Ten TusscherDepartment of Pediatrics, Dijklander Ziekenhuis, currently De Kinderpoli NH, Hoorn, Netherlands.
Gerard HoekDepartment of Population Health Sciences, University of Utrecht, Utrecht, Netherlands.
Annemie L M BoehmerDepartment of Pediatrics, Spaarne Gasthuis, Haarlem, Netherlands.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundShort-term exposure to air pollution is a known trigger for pediatric wheeze-associated disorders (WAD), such as acute asthma and virus-induced wheezing, yet few air pollution studies account for concurrent viral circulation, which may confound or modify the observed associations. This study aims to assess whether viral circulation confounds or modifies the association between daily levels of air pollution and pediatric WAD emergency department (ED) visits.

methodsWe conducted a time-series analysis of 12,603 WAD ED visits among children 2-18 years old across eight hospitals in the Netherlands (2016-2023). Quasi-Poisson models estimated associations between same-day nitrogen dioxide (NO₂), fine and coarse particulate matter (PM₂․₅, PM₁₀) and ozone (O₃) and daily WAD ED visits, and adjusted for seasonality, meteorology and pollen. Base models were compared with confounding and interaction models, which included weekly rhinovirus (RV) or respiratory syncytial virus (RSV) positivity ratios as covariates or interaction terms.

resultsIn the base models, 3-day lag exposure to NO₂ and PM2.5 was associated with an increase in WAD ED visits (NO

conclusionsIn this study, circulating RV modifies, rather than confounds, the association between short-term air pollution and pediatric WAD ED visits. Considering viral activity improves the interpretation of pollution-health associations and may explain inconsistencies across studies.

Indexed as

Air PollutantsAir PollutionAsthmaRespiratory SoundsAdolescentChildChild, PreschoolEmergency Room VisitsEmergency Service, HospitalFemaleHumansMaleNetherlandsNitrogen DioxideOzoneParticulate MatterAir PollutantsNitrogen DioxideOzoneParticulate MatterAir pollutionAsthmaChildrenEnvironmental healthRhinovirusRisk factorsRSVWheeze

Identifiers

PMID41736061
PMCPMC13040769

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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.