Evidence map›Paper›PMID 40989155›Full record

ArticleFrontiers in toxicology2025

Occupational exposure and its mechanistic link to allergic asthma and lung function decline; a data-driven approach coupled to mining of adverse outcome pathway signatures.

Rob Stierum, Manosij Ghosh, Marjolein Meijerink, Xavier Pinho, Joost Westerhout, Vivi Schlünssen, Anjoeka Pronk, Jolanda van Bilsen

Abstract read
In one paragraph

Article in Frontiers in toxicology, 2025. 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

8 authors.

Rob StierumTNO, Risk Analysis for Prevention, Innovation and Development, Zeist, Netherlands.
Manosij GhoshKU Leuven, Environment and Health, Leuven, Belgium.
Marjolein MeijerinkTNO, Risk Analysis for Prevention, Innovation and Development, Zeist, Netherlands.
Xavier PinhoTNO, Risk Analysis for Prevention, Innovation and Development, Zeist, Netherlands.
Joost WesterhoutTNO, Risk Analysis for Prevention, Innovation and Development, Zeist, Netherlands.
Vivi SchlünssenDepartment of Public Health - Research unit for Environment, Occupation and Health, Danish Ramazzini Centre, Aarhus University, Aarhus, Denmark.
Anjoeka PronkTNO, Risk Analysis for Prevention, Innovation and Development, Zeist, Netherlands.
Jolanda van BilsenTNO, Risk Analysis for Prevention, Innovation and Development, Zeist, Netherlands.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Within occupational epidemiology, the establishment of associations between chemical exposures and health outcome, in particular of individual chemicals present in the exposome, is difficult. Epidemiological studies are valuable but may be prone to confounders, or lack detailed exposure characterisation. Rodent studies may suffer from interspecies differences in comparison to humans. Here, we explore if a data driven approach can leverage human relevant mechanistic information to inform presumed associations between chemical exposures and two common respiratory disorders: lung function decline (LFD) and allergic asthma (AA). Using public toxicogenomics datasets, we identified Gene Ontology Bioprocesses (GO BPs) enriched in human respiratory cells, exposed

Indexed as

AOPasthmadosimetryin vitro cellslung function declinesensitiserstoxicogenomicsultrafine particles

Identifiers

PMID40989155
PMCPMC12450882

What Socratic holds

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LicenceCC BY
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Registered trials

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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 Socratic graph.