Evidence map›Paper›PMID 40037795›Full record

ArticleToxicological sciences : an official journal of the Society of Toxicology2025

Deciphering per- and polyfluoroalkyl substances mode of action: comparative gene expression analysis in human liver spheroids.

Andrea Rowan-Carroll, Matthew J Meier, Carole L Yauk, Andrew Williams, Karen Leingartner, Lauren Bradford, Luigi Lorusso, Ella Atlas

Abstract readComparative Study
In one paragraph

Article in Toxicological sciences : an official journal of the Society of Toxicology, 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. Integration of mechanistic and repeat dose toxicity data in the derivation of an oral reference dose for HFPO-DA.Toxicological sciences : an official journal of the Society of Toxicology · 2026
    Review
  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

8 authors.

Andrea Rowan-CarrollEnvironmental Health Science and Research Bureau, Healthy Environments and Consumer Safety Branch (HECSB), Health Canada, Ottawa, ON K1S 0K9, Canada.ORCID 0009-0008-5819-852X
Matthew J MeierEnvironmental Health Science and Research Bureau, Healthy Environments and Consumer Safety Branch (HECSB), Health Canada, Ottawa, ON K1S 0K9, Canada.
Carole L YaukDepartment of Biology, University of Ottawa, Ottawa, ON K1N 6N5, Canada.
Andrew WilliamsEnvironmental Health Science and Research Bureau, Healthy Environments and Consumer Safety Branch (HECSB), Health Canada, Ottawa, ON K1S 0K9, Canada.
Karen LeingartnerEnvironmental Health Science and Research Bureau, Healthy Environments and Consumer Safety Branch (HECSB), Health Canada, Ottawa, ON K1S 0K9, Canada.
Lauren BradfordEnvironmental Health Science and Research Bureau, Healthy Environments and Consumer Safety Branch (HECSB), Health Canada, Ottawa, ON K1S 0K9, Canada.
Luigi LorussoChemicals and Environmental Health Management Bureau, Healthy Environments and Consumer Safety Branch (HECSB), Health Canada, Ottawa, ON K1S 0K9, Canada.
Ella AtlasEnvironmental Health Science and Research Bureau, Healthy Environments and Consumer Safety Branch (HECSB), Health Canada, Ottawa, ON K1S 0K9, Canada.ORCID 0000-0003-4410-4402

Funding

Canada Research Chairs Program CRC-2020-00060Chemicals Management Plan within Health CanadaHealth CanadaHealth Canada's Genomics Research and Development Initiative
6 · The paper itself

Abstract

Understanding the mechanisms by which environmental chemicals cause toxicity is necessary for effective human health risk assessment. High-throughput transcriptomics (HTTr) can be used to inform risk assessment on toxicological mechanisms, hazards, and potencies. We applied HTTr to elucidate the molecular mechanisms by which per- and polyfluoroalkyl substances (PFAS) cause liver perturbations. We contrasted transcriptomic profiles of PFOA, PFBS, PFOS, and PFDS against transcriptomic profiles from established liver-toxic and non-toxic reference compounds, alongside peroxisome proliferator-activated receptors (PPARs) agonists. Our analysis was conducted on metabolically competent 3-D human liver spheroids produced from primary cells from 10 donors. Pathway analysis showed that PFOS and PFDS perturb many of the same pathways as the known liver-toxic compounds in the spheroids, and that the cholesterol biosynthesis pathways are significantly affected by exposure to these compounds. PFOA alters lipid metabolism-related pathways but its expression profile does not closely match reference compounds. PFBS upregulates many degradation-related pathways and targets many of the same pathways as the PPAR agonists and acetaminophen. Our transcriptional analysis does not support the claim that these PFAS are DNA-damaging in this model. A multidimensional scaling (MDS) analysis revealed that PFOS, PFOA, and PFDS cluster together in the same multidimensional space as liver-damaging compounds, whereas PFBS clusters more closely with the non-liver-damaging compounds. Benchmark concentration-response modeling predicts that all the PFAS are bioactive in the liver. Overall, our results show that these PFAS produce unique transcriptional changes but also alter pathways associated with established liver-toxic chemicals in this liver spheroid model.

Indexed as

Environmental PollutantsFluorocarbonsGene Expression ProfilingHepatocytesLiverSpheroids, CellularTranscriptomeCells, CulturedHumansEnvironmental PollutantsFluorocarbonsliver reference compoundsPFASTGx-DDI transcriptomic biomarkertoxicogenomics

Identifiers

PMID40037795
PMCPMC12279298

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.