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1.
Toxicol Sci ; 144(1): 173-85, 2015 Mar.
Article in English | MEDLINE | ID: mdl-25527335

ABSTRACT

Emerging hepatic models for the study of drug-induced toxicity include pluripotent stem cell-derived hepatocyte-like cells (HLCs) and complex hepatocyte-non-parenchymal cellular coculture to mimic the complex multicellular interactions that recapitulate the niche environment in the human liver. However, a specific marker of hepatocyte perturbation, required to discriminate hepatocyte damage from non-specific cellular toxicity contributed by non-hepatocyte cell types or immature differentiated cells is currently lacking, as the cytotoxicity assays routinely used in in vitro toxicology research depend on intracellular molecules which are ubiquitously present in all eukaryotic cell types. In this study, we demonstrate that microRNA-122 (miR-122) detection in cell culture media can be used as a hepatocyte-enriched in vitro marker of drug-induced toxicity in homogeneous cultures of hepatic cells, and a cell-specific marker of toxicity of hepatic cells in heterogeneous cultures such as HLCs generated from various differentiation protocols and pluripotent stem cell lines, where conventional cytotoxicity assays using generic cellular markers may not be appropriate. We show that the sensitivity of the miR-122 cytotoxicity assay is similar to conventional assays that measure lactate dehydrogenase activity and intracellular adenosine triphosphate when applied in hepatic models with high levels of intracellular miR-122, and can be multiplexed with other assays. MiR-122 as a biomarker also has the potential to bridge results in in vitro experiments to in vivo animal models and human samples using the same assay, and to link findings from clinical studies in determining the relevance of in vitro models being developed for the study of drug-induced liver injury.


Subject(s)
Acetaminophen/toxicity , Chemical and Drug Induced Liver Injury/genetics , Diclofenac/toxicity , Embryonic Stem Cells/drug effects , Hepatocytes/drug effects , Induced Pluripotent Stem Cells/drug effects , MicroRNAs/genetics , Adenosine Triphosphate/metabolism , Aged , Cell Differentiation , Cell Survival/drug effects , Chemical and Drug Induced Liver Injury/metabolism , Chemical and Drug Induced Liver Injury/pathology , Culture Media/metabolism , Dose-Response Relationship, Drug , Embryonic Stem Cells/metabolism , Embryonic Stem Cells/pathology , Female , Genetic Markers , Hep G2 Cells , Hepatocytes/metabolism , Hepatocytes/pathology , Humans , Induced Pluripotent Stem Cells/metabolism , Induced Pluripotent Stem Cells/pathology , L-Lactate Dehydrogenase/metabolism , Male , MicroRNAs/metabolism , Middle Aged , Time Factors
2.
PLoS One ; 4(9): e6804, 2009 Sep 03.
Article in English | MEDLINE | ID: mdl-19727443

ABSTRACT

Embryonic stem (ES) cells have high self-renewal capacity and the potential to differentiate into a large variety of cell types. To investigate gene networks operating in pluripotent ES cells and their derivatives, the "Functional Genomics in Embryonic Stem Cells" consortium (FunGenES) has analyzed the transcriptome of mouse ES cells in eleven diverse settings representing sixty-seven experimental conditions. To better illustrate gene expression profiles in mouse ES cells, we have organized the results in an interactive database with a number of features and tools. Specifically, we have generated clusters of transcripts that behave the same way under the entire spectrum of the sixty-seven experimental conditions; we have assembled genes in groups according to their time of expression during successive days of ES cell differentiation; we have included expression profiles of specific gene classes such as transcription regulatory factors and Expressed Sequence Tags; transcripts have been arranged in "Expression Waves" and juxtaposed to genes with opposite or complementary expression patterns; we have designed search engines to display the expression profile of any transcript during ES cell differentiation; gene expression data have been organized in animated graphs of KEGG signaling and metabolic pathways; and finally, we have incorporated advanced functional annotations for individual genes or gene clusters of interest and links to microarray and genomic resources. The FunGenES database provides a comprehensive resource for studies into the biology of ES cells.


Subject(s)
Databases, Genetic , Genomics , Stem Cells/cytology , Animals , Cell Differentiation , Cell Line , Cluster Analysis , Expressed Sequence Tags , Gene Expression Profiling , Mice , Multigene Family , Oligonucleotide Array Sequence Analysis , Signal Transduction , Software
3.
J Biol Chem ; 282(9): 6265-73, 2007 Mar 02.
Article in English | MEDLINE | ID: mdl-17204467

ABSTRACT

Embryonic stem (ES) cell pluripotency is regulated by a combination of extrinsic and intrinsic factors. Previously we have demonstrated that phosphoinositide 3-kinase (PI3K)-dependent signaling is required for efficient self-renewal of murine ES cells. In the study presented here, we have investigated the downstream molecular mechanisms that contribute to the ability of PI3Ks to regulate pluripotency. We show that inhibition of PI3K activity with either pharmacological or genetic tools results in decreased expression of RNA for the homeodomain transcription factor Nanog and decreased Nanog protein levels. Inhibition of glycogen synthase kinase 3 (GSK-3) activity by PI3Ks plays a key role in regulation of Nanog expression, because blockade of GSK-3 activity effectively reversed the effects of PI3K inhibition on Nanog RNA, and protein expression and self-renewal under these circumstances were restored. Furthermore, GSK-3 mutants mimicked the effects of PI3K or GSK-3 inhibition on Nanog expression. Importantly, expression of an inducible form of Nanog prevented the loss of self-renewal observed upon inhibition of PI3Ks, supporting a functional relationship between PI3Ks and Nanog expression. In addition, expression of a number of putative Nanog target genes was sensitive to PI3K inhibition. Thus, the new evidence provided in this study shows that PI3K-dependent regulation of ES cell self-renewal is mediated, at least in part, by the ability of PI3K signaling to maintain Nanog expression. Regulation of GSK-3 activity by PI3Ks appears to play a key role in this process.


Subject(s)
DNA-Binding Proteins/genetics , Embryonic Stem Cells/metabolism , Gene Expression Regulation , Homeodomain Proteins/genetics , Phosphatidylinositol 3-Kinases/physiology , Signal Transduction , Animals , Embryonic Stem Cells/cytology , Embryonic Stem Cells/enzymology , Enzyme Inhibitors/pharmacology , Gene Expression Regulation/drug effects , Glycogen Synthase Kinase 3/antagonists & inhibitors , Glycogen Synthase Kinase 3/physiology , Mice , Nanog Homeobox Protein , Phosphoinositide-3 Kinase Inhibitors , Pluripotent Stem Cells
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