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DNA Microarrays and Data Mining To Study Hepatic Fibrosis

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Fibrosis Research

Part of the book series: Methods in Molecular Medicine ((MIMM,volume 117))

Abstract

The pathogenesis of liver fibrosis has evolved dramatically in recent years. Hepatic stellate cells (HSCs) have been recognized as the main fibrogenic cells in the injured liver, and key fibrogenic cytokines have been identified. We propose the use of DNA microarrays to study changes in gene expression in activated HSCs and in fibrotic livers in order to identify key genes involved in liver fibrosis. For this purpose, RNA can be extracted from both cultured cells and liver tissue. The target RNA is hybridized to probes, which are gene-specific sequences immobilized on chips. The hybridization signal is assessed using a confocal laser scanner. Comparison of hybridization signals and patterns allows the identification of mRNAs that are differentially expressed. Statistical analysis enables classification and clustering of genes according to their up- or downregulation. By using this powerful technique, we have identified genes that are differentially regulated in both HSCs and the fibrotic human liver.

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Acknowledgments

This work was supported by a DFG-grant SCHN 620/3-1 (to B. Schnabl), a Judith Graham Pool Postdoctoral Fellowship from the National Hemophilia Foundation (to Y.H. Choi), and the National Institutes of Health (CA63640; to C.H. Hagedorn).

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© 2005 Humana Press Inc.

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Schnabl, B., Choi, Y.H., Hagedorn, C.H., Bataller, R. (2005). DNA Microarrays and Data Mining To Study Hepatic Fibrosis. In: Varga, J., Brenner, D.A., Phan, S.H. (eds) Fibrosis Research. Methods in Molecular Medicine, vol 117. Humana Press. https://doi.org/10.1385/1-59259-940-0:359

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  • DOI: https://doi.org/10.1385/1-59259-940-0:359

  • Publisher Name: Humana Press

  • Print ISBN: 978-1-58829-479-1

  • Online ISBN: 978-1-59259-940-0

  • eBook Packages: Springer Protocols

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