Evidence map›Paper›PMID 42329803›Full record

ArticleAnnals of work exposures and health2026

Comparison of measured and modeled data for carcinogen workplace exposure assessment: a case study on chromium trioxide under REACH and OSH frameworks.

Carolina Zellino, Urs Schlüter, Raffaella Wree, Ann Carolin Dumke, Gudrun Walendzik, Chiara Marelli, Eleonora Pagani, Rocco Loris Del Vecchio, Alessio Carminati, Sabrina Rovelli and 5 more

Abstract readComparative Study
In one paragraph

Article in Annals of work exposures and health, 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

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

15 authors.

Carolina ZellinoDepartment of Science and High Technology, University of Insubria, Via Valleggio 11, 22100 Como, Italy.
Urs SchlüterFederal Institute for Occupational Safety and Health (BAuA), Friedrich-Henkel-Weg 1-25, D-44149 Dortmund, Germany.ORCID 0000-0003-2735-9307
Raffaella WreeFederal Institute for Occupational Safety and Health (BAuA), Friedrich-Henkel-Weg 1-25, D-44149 Dortmund, Germany.
Ann Carolin DumkeFederal Institute for Occupational Safety and Health (BAuA), Friedrich-Henkel-Weg 1-25, D-44149 Dortmund, Germany.
Gudrun WalendzikFederal Institute for Occupational Safety and Health (BAuA), Friedrich-Henkel-Weg 1-25, D-44149 Dortmund, Germany.
Chiara MarelliTeam Mastery, Via G. Ferrari 14/B, 22100 Como, Italy.
Eleonora PaganiDepartment of Science and High Technology, University of Insubria, Via Valleggio 11, 22100 Como, Italy.
Rocco Loris Del VecchioDepartment of Science and High Technology, University of Insubria, Via Valleggio 11, 22100 Como, Italy.
Alessio CarminatiDepartment of Science and High Technology, University of Insubria, Via Valleggio 11, 22100 Como, Italy.
Sabrina RovelliDepartment of Science and High Technology, University of Insubria, Via Valleggio 11, 22100 Como, Italy.
Giacomo FantiDepartment of Clinical and Community Sciences - DISCCO - "Clinica Del Lavoro Luigi Devoto", University of Milan, Via San Barnaba 8, 20122 Milano, Italy.
Francesca BorghiDepartment of Medical and Surgical Sciences, University of Bologna, Via Pelagio Pelagi 9, 40138 Bologna, Italy.
Andrea CattaneoDepartment of Science and High Technology, University of Insubria, Via Valleggio 11, 22100 Como, Italy.ORCID 0000-0002-2962-7259
Andrea SpinazzèDepartment of Science and High Technology, University of Insubria, Via Valleggio 11, 22100 Como, Italy.ORCID 0000-0003-0371-3164
Domenico Maria CavalloDepartment of Science and High Technology, University of Insubria, Via Valleggio 11, 22100 Como, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionOccupational exposure to chromium trioxide (CAS number: 1333-82-0) remains a major concern in the electroplating sector. Risk assessment is regulated under both the REACH Regulation, which focuses on substance-related risks across the supply chain, and Occupational Safety and Health (OSH), which emphasizes workplace-specific exposure. The two regulatory frameworks adopt different approaches, particularly regarding the role of exposure models and monitoring for workplace risk assessment. This study investigated the outcomes of exposure assessment under REACH and OSH, comparing modeled exposure estimates with measured workplace data for occupational exposure to hexavalent chromium, in order to analyze differences in the exposure assessment process and the risk characterization under both approaches.

methodsThe study focuses on four Italian companies involved in metal products manufacturing, which applied to ECHA for authorization to use chromium trioxide. Worker contributing scenarios were defined from Chemical Safety Reports. Exposure estimates were derived using the Advanced REACH Tool, while additionally measured data came from workplace monitoring campaigns, evaluated according to EN 689:2019. Comparisons between exposure estimates and measured data were made following the criteria of level of consistency and level of conservatism. Considerations on risk as risk characterization ratio (RCR) under OSH and excess risk under REACH were also made due to the different regulatory approach.

resultsModel estimates from ART frequently have allow level of consistency with measured workplace concentrations, in some cases by up to two orders of magnitude. RCR values calculated from each exposure measured and estimated data were always <1, although EN 689 testing revealed cases of noncompliance. Excess risk under REACH remained below the tolerable level defined but was closer to it than to the acceptable level.

conclusionsThe analysis highlighted fundamental differences between REACH and OSH: REACH relies mostly on exposure models for registration. For Application for Authorizations, monitoring is more frequently applied. On the other hand, OSH prioritizes monitoring of carcinogenic agents by workplace measurements in any case. Models are useful tools, but their reliability depends amongst others on assessor expertise and contextualization with workplace data. Integrating REACH authorization conditions with OSH monitoring obligations can create a more consistent and effective strategy to protect workers from Cr(VI) exposure. As the concept of risk is framed differently in REACH and OSH, this study highlights how the exposure tools may be used at different levels, leading to mutual benefits for both approaches.

Indexed as

CarcinogensChromium CompoundsOccupational ExposureChromiumElectroplatingEnvironmental MonitoringHumansItalyOccupational HealthRisk AssessmentWorking ConditionsWorkplaceCarcinogensChromiumChromium Compoundschromium hexavalent ionAdvanced REACH Tool (ART)exposure measurementsexposure modelinghexavalent chromiumoccupational exposure assessmentOSH frameworksREACH

Identifiers

PMID42329803
PMCPMC13285727

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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 OpenQuestion graph.