Prediction of liver toxicity and mode of action using metabolomics in vitro in HepG2 cells

dc.contributor.authorRamirez, Tzutzuy
dc.contributor.authorStrigun, Alexander
dc.contributor.authorVerlohner, Andreas
dc.contributor.authorHuener, Hans-Albrecht
dc.contributor.authorPeter, Erik
dc.contributor.authorHerold, Michael
dc.contributor.authorBordag, Natalie
dc.contributor.authorMellert, Werner
dc.contributor.authorWalk, Tilmann
dc.contributor.authorSpitzer, Michael
dc.contributor.authorHofmann, Thomas
dc.contributor.authorHartung, Thomas
dc.date.accessioned2018-04-10T08:40:37Z
dc.date.available2018-04-10T08:40:37Z
dc.date.issued2018eng
dc.description.abstractLiver toxicity is a leading systemic toxicity of drugs and chemicals demanding more human-relevant, high throughput, cost effective in vitro solutions. In addition to contributing to animal welfare, in vitro techniques facilitate exploring and understanding the molecular mechanisms underlying toxicity. New 'omics technologies can provide comprehensive information on the toxicological mode of action of compounds, as well as quantitative information about the multi-parametric metabolic response of cellular systems in normal and patho-physiological conditions. Here, we combined mass-spectroscopy metabolomics with an in vitro liver toxicity model. Metabolite profiles of HepG2 cells treated with 35 test substances resulted in 1114 cell supernatants and 3556 intracellular samples analyzed by metabolomics. Control samples showed relative standard deviations of about 10-15%, while the technical replicates were at 5-10%. Importantly, this procedure revealed concentration-response effects and patterns of metabolome changes that are consistent for different liver toxicity mechanisms (liver enzyme induction/inhibition, liver toxicity and peroxisome proliferation). Our findings provide evidence that identifying organ toxicity can be achieved in a robust, reliable, human-relevant system, representing a non-animal alternative for systemic toxicology.eng
dc.description.versionpublishedeng
dc.identifier.doi10.1007/s00204-017-2079-6eng
dc.identifier.pmid28965233eng
dc.identifier.ppn50186461X
dc.identifier.urihttps://kops.uni-konstanz.de/handle/123456789/41990
dc.language.isoengeng
dc.rightsAttribution 4.0 International
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.subjectMetabolomics; Liver toxicity; In vitro; HepG2 cellseng
dc.subject.ddc570eng
dc.titlePrediction of liver toxicity and mode of action using metabolomics in vitro in HepG2 cellseng
dc.typeJOURNAL_ARTICLEeng
dspace.entity.typePublication
kops.citation.bibtex
@article{Ramirez2018Predi-41990,
  year={2018},
  doi={10.1007/s00204-017-2079-6},
  title={Prediction of liver toxicity and mode of action using metabolomics in vitro in HepG2 cells},
  number={2},
  volume={92},
  issn={0340-5761},
  journal={Archives of toxicology},
  pages={893--906},
  author={Ramirez, Tzutzuy and Strigun, Alexander and Verlohner, Andreas and Huener, Hans-Albrecht and Peter, Erik and Herold, Michael and Bordag, Natalie and Mellert, Werner and Walk, Tilmann and Spitzer, Michael and Hofmann, Thomas and Hartung, Thomas}
}
kops.citation.iso690RAMIREZ, Tzutzuy, Alexander STRIGUN, Andreas VERLOHNER, Hans-Albrecht HUENER, Erik PETER, Michael HEROLD, Natalie BORDAG, Werner MELLERT, Tilmann WALK, Michael SPITZER, Thomas HOFMANN, Thomas HARTUNG, 2018. Prediction of liver toxicity and mode of action using metabolomics in vitro in HepG2 cells. In: Archives of toxicology. 2018, 92(2), pp. 893-906. ISSN 0340-5761. eISSN 1432-0738. Available under: doi: 10.1007/s00204-017-2079-6deu
kops.citation.iso690RAMIREZ, Tzutzuy, Alexander STRIGUN, Andreas VERLOHNER, Hans-Albrecht HUENER, Erik PETER, Michael HEROLD, Natalie BORDAG, Werner MELLERT, Tilmann WALK, Michael SPITZER, Thomas HOFMANN, Thomas HARTUNG, 2018. Prediction of liver toxicity and mode of action using metabolomics in vitro in HepG2 cells. In: Archives of toxicology. 2018, 92(2), pp. 893-906. ISSN 0340-5761. eISSN 1432-0738. Available under: doi: 10.1007/s00204-017-2079-6eng
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