TY - JOUR
T1 - Use of a low-density microarray for studying gene expression patterns induced by hepatotoxicants on primary cultures of rat hepatocytes
AU - de Longueville, Francoise
AU - Atienzar, Franck A.
AU - Marcq, Laurence
AU - Dufrane, Simon
AU - Evrard, Stéphanie
AU - Wouters, Lydia
AU - Leroux, Florence
AU - Bertholet, Vincent
AU - Gerin, Brigitte
AU - Whomsley, Rhys
AU - Arnould, Thierry
AU - Remacle, José
AU - Canning, Mickael
PY - 2003/10/1
Y1 - 2003/10/1
N2 - In the field of gene expression analysis, DNA microarray technology is having a major impact on many different areas including toxicology. For instance, a number of studies have shown that transcription profiling can generate the information needed to assign a compound to a mode-of-action class. In this study, we investigated whether compounds inducing similar toxicological endpoints produce similar changes in gene expression. In vitro primary rat hepatocytes were exposed to 11 different hepato-toxicants: acetaminophen, amiodarone, clofibrate, erythromycin estolate, isoniazid, α-naphtylylisothiocyanate, β-naphtoflavone, 4-pentenoic acid, phenobarbital, tetracycline, and zileuton. These molecules were selected on the basis of their variety of hepatocellular effects observed such as necrosis, cholestasis, steatosis, and induction of CYP P450 enzymes. We used a low-density DNA microarray containing 59 genes chosen as relevant toxic and metabolic markers. The in vitro gene expression data generated in this study were generally in good agreement with the literature, which mainly concerns in vivo data. Furthermore, gene expression profiles observed in this study have been confirmed for several genes by real-time PCR assays. All the tested drugs generated a specific gene expression profile. Our results show that even with a relatively limited gene set, gene expression profiling allows a certain degree of classification of compounds with similar hepatocellular toxicities such as cholestasis, necrosis. The clustering analysis revealed that the compounds known to cause steatosis were linked, suggesting that they functionally regulate similar genes and possibly act through the same mechanisms of action. On the other hand, the drugs inducing necrosis and cholestasis were pooled in the same cluster. The drugs arbitrarily classified as the CYP450 inducers formed individual clusters. In conclusion, this study suggests that low-density microarrays could be useful in toxicological studies.
AB - In the field of gene expression analysis, DNA microarray technology is having a major impact on many different areas including toxicology. For instance, a number of studies have shown that transcription profiling can generate the information needed to assign a compound to a mode-of-action class. In this study, we investigated whether compounds inducing similar toxicological endpoints produce similar changes in gene expression. In vitro primary rat hepatocytes were exposed to 11 different hepato-toxicants: acetaminophen, amiodarone, clofibrate, erythromycin estolate, isoniazid, α-naphtylylisothiocyanate, β-naphtoflavone, 4-pentenoic acid, phenobarbital, tetracycline, and zileuton. These molecules were selected on the basis of their variety of hepatocellular effects observed such as necrosis, cholestasis, steatosis, and induction of CYP P450 enzymes. We used a low-density DNA microarray containing 59 genes chosen as relevant toxic and metabolic markers. The in vitro gene expression data generated in this study were generally in good agreement with the literature, which mainly concerns in vivo data. Furthermore, gene expression profiles observed in this study have been confirmed for several genes by real-time PCR assays. All the tested drugs generated a specific gene expression profile. Our results show that even with a relatively limited gene set, gene expression profiling allows a certain degree of classification of compounds with similar hepatocellular toxicities such as cholestasis, necrosis. The clustering analysis revealed that the compounds known to cause steatosis were linked, suggesting that they functionally regulate similar genes and possibly act through the same mechanisms of action. On the other hand, the drugs inducing necrosis and cholestasis were pooled in the same cluster. The drugs arbitrarily classified as the CYP450 inducers formed individual clusters. In conclusion, this study suggests that low-density microarrays could be useful in toxicological studies.
KW - Drug metabolism
KW - Gene expression pattern
KW - Hepatotoxicants
KW - Low-density microarray
KW - Toxicogenomics
UR - http://www.scopus.com/inward/record.url?scp=10744233751&partnerID=8YFLogxK
U2 - 10.1093/toxsci/kfg196
DO - 10.1093/toxsci/kfg196
M3 - Article
C2 - 12883083
VL - 75
SP - 378
EP - 392
JO - Toxicological Sciences
JF - Toxicological Sciences
IS - 2
ER -