Evidence map›Paper›PMID 35448548›Full record

ArticleMetabolites2022

HBM4EU Chromates Study: Urinary Metabolomics Study of Workers Exposed to Hexavalent Chromium.

Lucyna Kozłowska, Tiina Santonen, Radu Corneliu Duca, Lode Godderis, Karolina Jagiello, Beata Janasik, An Van Nieuwenhuyse, Katrien Poels, Tomasz Puzyn, Paul T J Scheepers and 8 more

Open access · goldAbstract read
In one paragraph

Article in Metabolites, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
1.8field-weighted citation impact, top 16% of its field
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

6 citing papers in PubMed, 17 citations in OpenAlex.

  1. Hexavalent chromium exposure impacts the metabolome of human lung fibroblast cells.Journal of trace elements in medicine and biology : organ of the Society for Minerals and Trace Elements (GMS) · 2025
    Article
  2. Article
  3. Nrf2/cyclooxygenase 2 signaling in Cr(VI)-induced carcinogenesis.Ecotoxicology and environmental safety · 2025
    Article
  4. Metabolomics and proteomics in occupational medicine: a comprehensive systematic review.Journal of occupational medicine and toxicology (London, England) · 2024
    Review
  5. Article
  6. 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

18 authors at 9 institutions in 6 countries.

Lucyna KozłowskaLaboratory of Human Metabolism Research, Department of Dietetics, Warsaw University of Life Sciences, 02776 Warsaw, Poland.ORCID 0000-0003-2905-4005
Tiina SantonenFinnish Institute of Occupational Health, 00250 Helsinki, Finland.ORCID 0000-0002-8150-4985
Radu Corneliu DucaLabotoire National de Santé (LNS), Unit Environmental Hygiene and Human Biological Monitoring, Department of Health Protection, 3555 Dudelange, Luxembourg.ORCID 0000-0002-9350-3816
Lode GodderisCentre for Environment and Health, Department of Public Health and Primary Care, KU Leuven (University of Leuven), 3000 Leuven, Belgium.ORCID 0000-0003-4764-8835
Karolina JagielloQSAR Laboratory Ltd., 80172 Gdansk, Poland.ORCID 0000-0002-2730-6873
Beata JanasikDepartment of Environmental and Biological Monitoring, Nofer Institute of Occupational Medicine, 91348 Lodz, Poland.
An Van NieuwenhuyseCentre for Environment and Health, Department of Public Health and Primary Care, KU Leuven (University of Leuven), 3000 Leuven, Belgium.
Katrien PoelsCentre for Environment and Health, Department of Public Health and Primary Care, KU Leuven (University of Leuven), 3000 Leuven, Belgium.
Tomasz PuzynQSAR Laboratory Ltd., 80172 Gdansk, Poland.ORCID 0000-0003-0449-8339
Paul T J ScheepersRadboud Institute for Health Sciences, Radboudumc, P.O. Box 9101, 6500 HB Nijmegen, The Netherlands.ORCID 0000-0002-8546-2161
Monika SijkoLaboratory of Human Metabolism Research, Department of Dietetics, Warsaw University of Life Sciences, 02776 Warsaw, Poland.
Maria João SilvaHuman Genetics Department, National Institute of Health Dr. Ricardo Jorge (INSA), Toxicogenomics and Human Health (ToxOmics), NOVA Medical School, Universidade Nova de Lisboa, 1169-056 Lisbon, Portugal.ORCID 0000-0002-6060-0716
Anita SosnowskaQSAR Laboratory Ltd., 80172 Gdansk, Poland.ORCID 0000-0003-3288-4309
Susana ViegasPublic Health Research Centre, NOVA National School of Public Health, Universidade NOVA de Lisbon, 1600-560 Lisbon, Portugal.ORCID 0000-0003-1015-8760
Jelle VerdonckCentre for Environment and Health, Department of Public Health and Primary Care, KU Leuven (University of Leuven), 3000 Leuven, Belgium.ORCID 0000-0002-4105-5126
Wojciech WąsowiczDepartment of Environmental and Biological Monitoring, Nofer Institute of Occupational Medicine, 91348 Lodz, Poland.
On Behalf Of Hbm Eu Chromates Study Team
On Behalf Of Statistical Team
KU Leuven · BELaboratoire National de Santé · LUNofer Institute of Occupational Medicine · PLUniversity of Gdańsk · PLWarsaw University of Life Sciences · PLFinnish Institute of Occupational Health · FINational Institute of Health Dr. Ricardo Jorge · PTRadboud University Nijmegen · NLUniversidade Nova de Lisboa · PT

Funding

National Science Centre, Poland 2019/33B/NZ7/01441
6 · The paper itself

Abstract

Exposure to hexavalent chromium Cr(VI) may occur in several occupational activities, placing workers in many industries at risk for potential related health outcomes. Untargeted metabolomics was applied to investigate changes in metabolic pathways in response to Cr(VI) exposure. We obtained our data from a study population of 220 male workers with exposure to Cr(VI) and 102 male controls from Belgium, Finland, Poland, Portugal and the Netherlands within the HBM4EU Chromates Study. Urinary metabolite profiles were determined using liquid chromatography mass spectrometry, and differences between post-shift exposed workers and controls were analyzed using principal component analysis. Based on the first two principal components, we observed clustering by industrial chromate application, such as welding, chrome plating, and surface treatment, distinct from controls and not explained by smoking status or alcohol use. The changes in the abundancy of excreted metabolites observed in workers reflect fatty acid and monoamine neurotransmitter metabolism, oxidative modifications of amino acid residues, the excessive formation of abnormal amino acid metabolites and changes in steroid and thyrotropin-releasing hormones. The observed responses could also have resulted from work-related factors other than Cr(VI). Further targeted metabolomics studies are needed to better understand the observed modifications and further explore the suitability of urinary metabolites as early indicators of adverse effects associated with exposure to Cr(VI).

Indexed as

biomarkersbiomonitoringearly biologic effectsmetabolic pathwaysoccupational health

Identifiers

PMID35448548
PMCPMC9032989
OpenAlexW4224214453

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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 OpenQuestion graph.