Evidence map›Paper›PMID 38584193›Full record

ArticleArchives of toxicology2024

Evaluating the mutagenicity of N-nitrosodimethylamine in 2D and 3D HepaRG cell cultures using error-corrected next generation sequencing.

Ji-Eun Seo, Yuan Le, Javier Revollo, Jaime Miranda-Colon, Hannah Xu, Page McKinzie, Nan Mei, Tao Chen, Robert H Heflich, Tong Zhou and 3 more

Abstract read
In one paragraph

Article in Archives of toxicology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing 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

16 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Application of the Comet Assay in Advanced In Vitro Models.Methods in molecular biology (Clifton, N.J.) · 2026
    Article
  6. The Alkaline Comet Assay for Assessment of DNA Damage.Methods in molecular biology (Clifton, N.J.) · 2026
    Article
  7. Review
  8. Article
  9. Article
  10. Article
  11. Article
  12. HepaRGNAM journal · 2025
    Article
  13. Mutation accumulation following extended exposure of human HepaRG cells to a genotoxic carcinogen.Journal of environmental science and health. Part C, Toxicology and carcinogenesis · 2025
    Article
  14. Optimizing the detection of N-nitrosamine mutagenicity in the Ames test.Regulatory toxicology and pharmacology : RTP · 2024
    Article
  15. Article
  16. Application of HepaRG cells for genotoxicity assessment: a review.Journal of environmental science and health. Part C, Toxicology and carcinogenesis · 2024
    Review
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

13 authors.

Ji-Eun SeoDivision of Genetic and Molecular Toxicology, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR, 72079, USA.
Yuan LeDivision of Genetic and Molecular Toxicology, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR, 72079, USA.
Javier RevolloDivision of Genetic and Molecular Toxicology, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR, 72079, USA.
Jaime Miranda-ColonDivision of Genetic and Molecular Toxicology, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR, 72079, USA.
Hannah XuDivision of Genetic and Molecular Toxicology, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR, 72079, USA.
Page McKinzieDivision of Genetic and Molecular Toxicology, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR, 72079, USA.
Nan MeiDivision of Genetic and Molecular Toxicology, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR, 72079, USA.
Tao ChenDivision of Genetic and Molecular Toxicology, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR, 72079, USA.
Robert H HeflichDivision of Genetic and Molecular Toxicology, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR, 72079, USA.
Tong ZhouCenter for Veterinary Medicine, U.S. Food and Drug Administration, Rockville, MD, 20855, USA.
Timothy RobisonCenter for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, MD, 20993, USA.
Jessica A BonzoCenter for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, MD, 20993, USA.
Xiaoqing GuoDivision of Genetic and Molecular Toxicology, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR, 72079, USA. Xiaoqing.Guo@fda.hhs.gov.ORCID http://orcid.org/0000-0001-5951-2156

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Human liver-derived metabolically competent HepaRG cells have been successfully employed in both two-dimensional (2D) and 3D spheroid formats for performing the comet assay and micronucleus (MN) assay. In the present study, we have investigated expanding the genotoxicity endpoints evaluated in HepaRG cells by detecting mutagenesis using two error-corrected next generation sequencing (ecNGS) technologies, Duplex Sequencing (DS) and High-Fidelity (HiFi) Sequencing. Both HepaRG 2D cells and 3D spheroids were exposed for 72 h to N-nitrosodimethylamine (NDMA), followed by an additional incubation for the fixation of induced mutations. NDMA-induced DNA damage, chromosomal damage, and mutagenesis were determined using the comet assay, MN assay, and ecNGS, respectively. The 72-h treatment with NDMA resulted in concentration-dependent increases in cytotoxicity, DNA damage, MN formation, and mutation frequency in both 2D and 3D cultures, with greater responses observed in the 3D spheroids compared to 2D cells. The mutational spectrum analysis showed that NDMA induced predominantly A:T → G:C transitions, along with a lower frequency of G:C → A:T transitions, and exhibited a different trinucleotide signature relative to the negative control. These results demonstrate that the HepaRG 2D cells and 3D spheroid models can be used for mutagenesis assessment using both DS and HiFi Sequencing, with the caveat that severe cytotoxic concentrations should be avoided when conducting DS. With further validation, the HepaRG 2D/3D system may become a powerful human-based metabolically competent platform for genotoxicity testing.

Indexed as

Comet AssayDimethylnitrosamineDNA DamageHigh-Throughput Nucleotide SequencingMicronucleus TestsMutagensCell Culture TechniquesCell LineDose-Response Relationship, DrugHepatocytesHumansMutagenesisMutagenicity TestsMutationSpheroids, CellularDimethylnitrosamineMutagens3D spheroidsError-corrected next generation sequencingGenotoxicityHepaRG cellsMutationNDMA

Identifiers

PMID38584193
PMCPMC11106104

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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.