Characterization of Conserved Toxicogenomic Responses in Chemically Exposed Hepatocytes across Species and Platforms

被引:15
|
作者
El-Hachem, Nehme [1 ,2 ]
Grossmann, Patrick [3 ,4 ]
Blanchet-Cohen, Alexis [5 ]
Bateman, Alain R. [6 ]
Bouchard, Nicolas [7 ]
Archambault, Jacques [8 ]
Aerts, Hugo J. W. L. [3 ,4 ,9 ]
Haibe-Kains, Benjamin [10 ,11 ]
机构
[1] Inst Rech Clin Montreal, Integrat Syst Biol, Montreal, PQ H2W 1R7, Canada
[2] Univ Montreal, Dept Med, Montreal, PQ H3C 3J7, Canada
[3] Dana Farber Canc Inst, Dept Biostat & Computat Biol, Boston, MA 02115 USA
[4] Harvard Univ, Brigham & Womens Hosp, Sch Med, Dana Farber Canc Inst,Dept Radiat Oncol, Boston, MA 02115 USA
[5] Inst Rech Clin Montreal, Bioinformat, Montreal, PQ H2W 1R7, Canada
[6] McGill Univ, Dept Human Genet, Montreal, PQ, Canada
[7] Inst Rech Clin Montreal, Mol Biol Neural Dev, Montreal, PQ H2W 1R7, Canada
[8] Inst Rech Clin Montreal, Mol Virol Lab, Montreal, PQ H2W 1R7, Canada
[9] Harvard Univ, Brigham & Womens Hosp, Sch Med, Dana Farber Canc Inst,Dept Radiol, Boston, MA 02115 USA
[10] Princess Margaret Canc Ctr, Univ Hlth Network, 101 Coll St, Toronto, ON M5G 1L7, Canada
[11] Univ Toronto, Dept Med Biophys, Toronto, ON, Canada
基金
美国国家卫生研究院;
关键词
GENE-EXPRESSION DATA; IN-VITRO; TRANSCRIPTOMIC RESPONSES; LIVER-INJURY; HEPATOCARCINOGENS; VIVO; CARCINOGENICITY; MICROARRAYS; PREDICTION; SIGNATURE;
D O I
10.1289/ehp.1409157
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
BACKGROUND: Genome-wide expression profiling is increasingly being used to identify-transcriptional changes induced by drugs and environmental stressors. In this context, the Toxicogenomics Project-Genomics Assisted Toxicity Evaluation system (TG-GATEs) project generated transcriptional profiles from rat liver samples and human/rat cultured primary hepatocytes exposed to more than 100 different chemicals. OBJECTIVES: To assess the capacity of the cell culture models to recapitulate pathways induced by chemicals in vivo, we leveraged the TG-GATEs data set to compare the early transcriptional responses observed in the liver of rats treated with a large set of chemicals with those of cultured rat and human primary hepatocytes challenged with the same compounds in vitro. METHODS: We developed a new pathway-based computational pipeline that efficiently combines gene set enrichment analysis (GSEA) using pathways from the Reactome database with biclustering to identify common modules of pathways that are modulated by several chemicals in vivo and in vitro across species. RESULTS: We found that some chemicals induced conserved patterns of early transcriptional responses in in vitro and in vivo settings, and across human and rat genomes. These responses involved pathways of cell survival, inflammation, xenobiotic metabolism, oxidative stress, and apoptosis. Moreover, our results support the transforming growth factor beta receptor (TGF-beta R) signaling pathway as a candidate biomarker associated with exposure to environmental toxicants in primary human hepatocytes. CONCLUSIONS: Our integrative analysis of toxicogenomics data provides a comprehensive overview of biochemical perturbations affected by a large panel of chemicals. Furthermore, we show that the early toxicological response occurring in animals is recapitulated in human and rat primary hepatocyte cultures at the molecular level, indicating that these models reproduce key pathways in response to chemical stress. These findings expand our understanding and interpretation of -toxicogenomics data from human hepatocytes exposed to environmental toxicants.
引用
收藏
页码:313 / 320
页数:8
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