Comparison of Coumarin-Induced Toxicity between
Sandwich-Cultured Primary Rat Hepatocytes and Rats in Vivo:
A Toxicogenomics Approach
Anne S. Kienhuis, Heleen M. Wortelboer, Jean-Christophe Hoflack, Edwin J. Moonen,
Jos C.S. Kleinjans, Ben van Ommen, Joost H. M. van Delft, and Rob H. Stierum
Business Unit Biosciences, TNO Quality of Life (Netherlands Organization for Applied Scientific Research), Zeist, The
Netherlands (A.S.K., H.M.W., B.v.O., R.H.S.); Department of Health Risk Analysis and Toxicology, University of Maastricht,
Maastricht, The Netherlands (A.S.K., E.J.M., J.C.S.K., J.H.M.v.D.); Independent author (J.C.H.)
Received June 1, 2006; accepted September 7, 2006
ABSTRACT:
Sandwich-cultured primary rat hepatocytes are often used as an in
vitro model in toxicology and pharmacology. However, loss of
liver-specific functions, in particular, the decline of cytochrome
P450 (P450) enzyme activity, limits the value of this model for
prediction of in vivo toxicity. In this study, we investigated whether
a hepatic in vitro system with improved metabolic competence
enhances the predictability for coumarin-induced in vivo toxicity by
using a toxicogenomics approach. Therefore, primary rat hepato-
cytes were cultured in sandwich configuration in medium contain-
ing a mixture of low concentrations of P450 inducers, phenobar-
bital, dexamethasone, and -naphthoflavone. The toxicogenomics
approach used enabled comparison of similar mechanistic end-
points at the molecular level between in vitro and in vivo condi-
tions, namely, compound-induced changes in multiple genes and
signaling pathways. Toxicant-induced cytotoxic effects and gene
expression profiles observed in hepatocytes cultured in modified
medium and hepatocytes cultured in standard medium (without
inducers) were compared with results from a rat in vivo study.
Coumarin was used as a model compound because its toxicity
depends on bioactivation by P450 enzymes. Metabolism of cou-
marin toward active metabolites, coumarin-induced cytotoxicity,
and gene expression modulation were more pronounced in hepa-
tocytes cultured in modified medium compared with hepatocytes
cultured in standard medium. In addition, more genes and biolog-
ical pathways were similarly affected by coumarin in hepatocytes
cultured in modified medium and in vivo. In conclusion, these
experiments showed that for coumarin-induced toxicity, sand-
wich-cultured hepatocytes maintained in modified medium better
represent the situation in vivo compared with hepatocytes cultured
in standard medium.
To assess possible hepatotoxicity, conventional studies rely on the
use of animal model systems to examine tissue toxin levels, changes
in serum levels of hepatic enzymes, and histopathological changes
(Nuwaysir et al., 1999; Waring and Ulrich, 2000). Simple, well
established in vitro assays, such as primary hepatocytes, precision-cut
liver slices, and hepatic cell lines, are increasingly in demand for
identifying potential hepatotoxicity in early stages of investigative
toxicology and for decreasing attrition rates of drugs during lead
optimization (Dambach et al., 2005). However, extrapolation of in
vitro results to the in vivo situation remains a scientific challenge
(Guillouzo, 1998).
Toxicogenomics, the application of the genomics technologies in
toxicology, would be particularly useful in the extrapolation from in
vitro experiments to the in vivo situation. Extrapolations can be made
at the molecular level, comparing similar mechanistic endpoints,
namely compound-induced changes in multiple genes and signaling
pathways (Hamadeh et al., 2002; Stierum et al., 2005). Several toxi-
cogenomics-based studies have already been performed comparing rat
hepatic in vitro models with the situation in vivo (Waring et al., 2001;
Boess et al., 2003; Jessen et al., 2003). These studies concluded that,
to date, no toxicogenomics-based in vitro system allowed for predic-
tion of hepatotoxic responses in vivo. The main limitation of hepatic
in vitro assays used in these toxicogenomics-based studies is the loss
of liver-specific functions, in particular, cytochrome P450 (P450)
monooxygenase activities (Balls et al., 2002; Boess et al., 2003).
Extrapolation from these in vitro models to the in vivo situation is
Financial support was provided by The Netherlands Organisation for Health
Research and Development, program Alternatives to Animal Experiments
(3170.0049) and the Dutch Ministry of Economic Affairs. Financial support pro-
vided by Servier Nederland B.V. is greatly appreciated.
Article, publication date, and citation information can be found at
http://dmd.aspetjournals.org.
doi:10.1124/dmd.106.011262.
ABBREVIATIONS: P450, cytochrome P450; PB, phenobarbital; DEX, dexamethasone; -NF, -naphthoflavone; DMEM, Dulbecco’s modified
Eagle’s medium; MTT, 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide; ALAT, alanine aminotransferase; ASAT, aspartate amino-
transferase; LDH, lactate dehydrogenase; GGT, -glutamyl transferase; DMSO, dimethyl sulfoxide; o-HPAA, o-hydroxyphenylacetic acid; TIGR,
The Institute for Genomic Research; BRB, Biometric Research Branch; PCA, principal component analysis; PC, principal component; CE,
coumarin 3,4-epoxide; o-HPA, o-hydroxyphenylacetaldehyde.
0090-9556/06/3412-2083–2090$20.00
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