Evidence map›Paper›PMID 40268382›Full record

ArticleAmerican journal of industrial medicine2025

Occupational Exposure Patterns to Disinfectants and Cleaning Products and Its Association With Asthma Among French Healthcare Workers.

Bakari Ibrahim, Nicole Le Moual, Guillaume Sit, Marcel Goldberg, Bénédicte Leynaert, Céline Ribet, Nicolas Roche, Raphaëlle Varraso, Marie Zins, Rachel Nadif and 2 more

Abstract read
In one paragraph

Article in American journal of industrial medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
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

12 authors.

Bakari IbrahimUniversité Paris-Saclay, UVSQ, Univ. Paris-Sud, Inserm, Equipe d'Epidémiologie Respiratoire Intégrative, CESP, Villejuif, France.ORCID 0000-0002-7173-0727
Nicole Le MoualUniversité Paris-Saclay, UVSQ, Univ. Paris-Sud, Inserm, Equipe d'Epidémiologie Respiratoire Intégrative, CESP, Villejuif, France.
Guillaume SitUniversité Paris-Saclay, UVSQ, Univ. Paris-Sud, Inserm, Equipe d'Epidémiologie Respiratoire Intégrative, CESP, Villejuif, France.ORCID 0000-0003-0724-6057
Marcel GoldbergUniversité de Paris Cité, Université Paris-Saclay, UVSQ, Inserm, Cohortes Epidémiologiques en population, UMS 11, Villejuif, France.
Bénédicte LeynaertUniversité Paris-Saclay, UVSQ, Univ. Paris-Sud, Inserm, Equipe d'Epidémiologie Respiratoire Intégrative, CESP, Villejuif, France.
Céline RibetUniversité de Paris Cité, Université Paris-Saclay, UVSQ, Inserm, Cohortes Epidémiologiques en population, UMS 11, Villejuif, France.ORCID 0000-0003-2174-1126
Nicolas RocheUniversité Paris-Saclay, UVSQ, Univ. Paris-Sud, Inserm, Equipe d'Epidémiologie Respiratoire Intégrative, CESP, Villejuif, France.
Raphaëlle VarrasoUniversité Paris-Saclay, UVSQ, Univ. Paris-Sud, Inserm, Equipe d'Epidémiologie Respiratoire Intégrative, CESP, Villejuif, France.
Marie ZinsUniversité de Paris Cité, Université Paris-Saclay, UVSQ, Inserm, Cohortes Epidémiologiques en population, UMS 11, Villejuif, France.
Rachel NadifUniversité Paris-Saclay, UVSQ, Univ. Paris-Sud, Inserm, Equipe d'Epidémiologie Respiratoire Intégrative, CESP, Villejuif, France.
Laurent OrsiUniversité Paris-Saclay, UVSQ, Univ. Paris-Sud, Inserm, Equipe d'Epidémiologie Respiratoire Intégrative, CESP, Villejuif, France.
Orianne DumasUniversité Paris-Saclay, UVSQ, Univ. Paris-Sud, Inserm, Equipe d'Epidémiologie Respiratoire Intégrative, CESP, Villejuif, France.ORCID 0000-0001-8423-2826

Funding

This study was funded by the Agence Nationale de Sécurité Sanitaire de l'Alimentation, de l'Environnement et du Travail, Université Paris-Saclay, and Agence Nationale de la Recherche.
6 · The paper itself

Abstract

backgroundDisinfectants and cleaning products (DCPs) are important asthma risk factors among healthcare workers. However, healthcare work involves heterogenous cleaning tasks and co-exposure to many chemicals. These multidimensional aspects have rarely been considered. We aimed to identify patterns of occupational exposure to DCPs and study their associations with asthma.

methodsCONSTANCES is a French population-based cohort of ≈220,000 adults. Current asthma and asthma symptom score were defined by questionnaire at inclusion (2012-2021). Healthcare workers completed a supplementary questionnaire on their current/last held occupation, workplace, and cleaning activities that were used in unsupervised learning algorithms to identify occupational exposure patterns. Logistic and negative binomial regression models, adjusted for potential confounders, were used to assess associations with asthma outcomes.

resultsIn 5512 healthcare workers, four occupational exposure clusters were identified: Cluster1 (C1, 42%, reference), mainly characterized by low exposed nurses and physicians; C2 (7%), medical laboratory staff moderately exposed to common DCPs (chlorine/bleach, alcohol); C3 (41%), nursing assistants and nurses highly exposed to a few DCPs (mainly quaternary ammonium compounds); and C4 (10%), nurses and nursing assistants highly exposed to multiple DCPs (e.g., glutaraldehyde, hydrogen peroxide, and acids). Among women (n = 3734), C2 (mean score ratio [95% CI]: 1.31 [1.02; 1.68]) and C3 (1.18 [1.03; 1.36]) were associated with higher asthma symptom score, and an association was suggested between C3 and current asthma (odds ratio 1.22 [0.99; 1.51]).

conclusionIn a large population of healthcare workers, four DCP exposure patterns were identified, reflecting the heterogeneity of healthcare jobs. Two patterns, including one characterized by laboratory workers, were associated with greater asthma symptoms in women.

Indexed as

AsthmaDetergentsDisinfectantsHealth PersonnelOccupational DiseasesOccupational ExposureAdultFemaleFranceHumansMaleMiddle AgedRisk FactorsSurveys and QuestionnairesDetergentsDisinfectantsasthmacleaning and disinfecting productsclusteringhealthcare workersoccupational exposure

Identifiers

PMID40268382
PMCPMC12070147

What OpenQuestion holds

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LicenceCC BY-NC
Read underepoch 390

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 OpenQuestion graph.