Evidence map›Paper›PMID 34778935›Full record

ArticleArchives of toxicology2022

Investigating the in vitro steatotic mixture effects of similarly and dissimilarly acting test compounds using an adverse outcome pathway-based approach.

Jimmy Alarcan, Georges de Sousa, Efrosini S Katsanou, Anastasia Spyropoulou, Petros Batakis, Kyriaki Machera, Roger Rahmani, Alfonso Lampen, Albert Braeuning, Dajana Lichtenstein

Abstract read
In one paragraph

Article in Archives of toxicology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. Review
  2. Article
  3. Adverse Outcome Pathways Mechanistically Describing Hepatotoxicity.Methods in molecular biology (Clifton, N.J.) · 2025
    Article
  4. Article
  5. Review
  6. Article
  7. Article
  8. 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

10 authors.

Jimmy AlarcanDepartment Food Safety, German Federal Institute for Risk Assessment, Max-Dohrn-Str. 8-10, 10589, Berlin, Germany.
Georges de SousaInstitut Sophia Agrobiotech, Université Côte d'Azur-INRAE-CNRS, 06903, Sophia Antipolis, France.
Efrosini S KatsanouBenaki Phytopathological Institute, Athens, Greece.
Anastasia SpyropoulouBenaki Phytopathological Institute, Athens, Greece.
Petros BatakisBenaki Phytopathological Institute, Athens, Greece.
Kyriaki MacheraBenaki Phytopathological Institute, Athens, Greece.
Roger RahmaniInstitut Sophia Agrobiotech, Université Côte d'Azur-INRAE-CNRS, 06903, Sophia Antipolis, France.
Alfonso LampenDepartment Food Safety, German Federal Institute for Risk Assessment, Max-Dohrn-Str. 8-10, 10589, Berlin, Germany.
Albert BraeuningDepartment Food Safety, German Federal Institute for Risk Assessment, Max-Dohrn-Str. 8-10, 10589, Berlin, Germany. Albert.Braeuning@bfr.bund.de.ORCID 0000-0003-3810-027X
Dajana LichtensteinDepartment Food Safety, German Federal Institute for Risk Assessment, Max-Dohrn-Str. 8-10, 10589, Berlin, Germany.

Funding

h2020 food 633172
6 · The paper itself

Abstract

Within the EuroMix project, we have previously developed an adverse outcome pathway (AOP)-based in vitro assay toolbox to investigate the combined effects of liver steatosis-inducing compounds in human HepaRG hepatocarcinoma cells. In this study, we applied the toolbox to further investigate mixture effects of combinations, featuring either similarly acting or dissimilarly acting substances. The valproic acid structural analogs 2-propylheptanoic acid (PHP) and 2-propylhexanoic acid (PHX) were chosen for establishing mixtures of similarly acting substances, while a combination with the pesticidal active substance clothianidin (CTD) was chosen for establishing mixtures of dissimilarly acting compounds. We first determined relative potency factors (RPFs) for each compound based on triglyceride accumulation results. Thereafter, equipotent mixtures were tested for nuclear receptor activation in transfected HepG2 cells, while gene expression and triglyceride accumulation were investigated in HepaRG cells, following the proposed AOP for liver steatosis. Dose addition was observed for all combinations and endpoints tested, indicating the validity of the additivity assumption also in the case of the tested mixtures of dissimilarly acting substances. Gene expression results indicate that the existing steatosis AOP can still be refined with respect to the early key event (KE) of gene expression, in order to reflect the diversity of molecular mechanisms underlying the adverse outcome.

Indexed as

Adverse Outcome PathwaysCarcinoma, HepatocellularFatty LiverLiver NeoplasmsHep G2 CellsHumansAOP-wise testingHepatotoxicityMixturesRelative potency factorsSteatosisTriglyceride accumulation

Identifiers

PMID34778935
PMCPMC8748329

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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.