Evidence map›Paper›PMID 42631683›Full record

ArticleToxicological sciences : an official journal of the Society of Toxicology2026

Advancing genotoxicity assessment with transcriptomic biomarkers: from 2D to 3D HepaRG spheroid models.

Mariam Saleh, Kevin Hogeveen, Anouck Thienpont, Emmanuel Demuynck, Valérie Fessard, Birgit Mertens, Ludovic Le Hégarat

Abstract read
In one paragraph

Article in Toxicological sciences : an official journal of the Society of Toxicology, 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

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3 · Its place in the literature

Who cites it

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Mariam SalehToxicology of Contaminants Unit, Fougères Laboratory, French Agency for Food, Environmental and Occupational Health and Safety (ANSES), Fougères, 35306, France.ORCID 0009-0004-3466-1699
Kevin HogeveenToxicology of Contaminants Unit, Fougères Laboratory, French Agency for Food, Environmental and Occupational Health and Safety (ANSES), Fougères, 35306, France.
Anouck ThienpontDepartment of Chemical and Physical Health Risks, Sciensano, Brussels, 1050, Belgium.
Emmanuel DemuynckDepartment of Chemical and Physical Health Risks, Sciensano, Brussels, 1050, Belgium.
Valérie FessardToxicology of Contaminants Unit, Fougères Laboratory, French Agency for Food, Environmental and Occupational Health and Safety (ANSES), Fougères, 35306, France.ORCID 0000-0001-9046-9117
Birgit MertensDepartment of Chemical and Physical Health Risks, Sciensano, Brussels, 1050, Belgium.
Ludovic Le HégaratToxicology of Contaminants Unit, Fougères Laboratory, French Agency for Food, Environmental and Occupational Health and Safety (ANSES), Fougères, 35306, France.

Funding

European Partnership for the Assessment of Risks from Chemicals 101057014
6 · The paper itself

Abstract

The development of New Approach Methodologies (NAMs) for genotoxicity testing is needed to support the transition toward animal-free human-relevant chemical genotoxicity assessment. In this context, we investigated the predictive power of two transcriptomic biomarkers developed in 2D cell systems (GENOMARK and TGx-DDI) in metabolically active 3D HepaRG spheroids to classify chemicals as genotoxic (GTx) or non-genotoxic (NGTx). Human-hepatic HepaRG spheroids were treated for 72 h with three different groups of chemicals: (i) five genotoxic chemicals: Lasiocarpine, cyclophosphamide, ethyl methanesulfonate, aflatoxin B1, benzo[a]pyrene; (ii) five non-genotoxic non-carcinogens: Aflatoxin B2, 2-deoxy-D-glucose, D-mannitol, caffeine, ampicillin trihydrate; and (iii) five non-genotoxic carcinogens: Perfluorooctanoic acid, diethanolamine, thioacetamide, phorbol-12-myristate-13-acetate, di(2-ethylhexyl) phthalate. Gene expression data from the treated HepaRG spheroids were collected using the high-throughput TempO-Seq technology and analyzed with the transcriptomic biomarkers GENOMARK and TGx-DDI. Results with both biomarkers generally aligned with existing knowledge for all three groups of tested chemicals, effectively distinguishing genotoxic from non-genotoxic chemicals. The results of this study indicate that combining the 3D HepaRG spheroid model with transcriptomic biomarkers offers a promising, human-relevant approach to complement traditional in vitro genotoxicity tests.

Indexed as

HepatocytesMutagensSpheroids, CellularTranscriptomeBiomarkersGene Expression ProfilingHumansMutagenicity TestsBiomarkersMutagensGENOMARKgenotoxic (GTx)new approach methodologies (NAMs)non-genotoxic carcinogens (NGTxC)non-genotoxic (NGTx)TGx-DDI

Identifiers

PMID42631683
PMCPMC13641827

What Socratic holds

Textmetadata
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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.