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Gene network activity in cultivated primary hepatocytes is highly similar to diseased mammalian liver tissue
It is well known that isolation and cultivation of primary hepatocytes cause major gene expression alterations. In the present genome-wide, time-resolved study of cultivated human and mouse hepatocytes, we made the observation that expression changes in culture strongly resemble alterations in liver...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5043005/ https://www.ncbi.nlm.nih.gov/pubmed/27339419 http://dx.doi.org/10.1007/s00204-016-1761-4 |
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author | Godoy, Patricio Widera, Agata Schmidt-Heck, Wolfgang Campos, Gisela Meyer, Christoph Cadenas, Cristina Reif, Raymond Stöber, Regina Hammad, Seddik Pütter, Larissa Gianmoena, Kathrin Marchan, Rosemarie Ghallab, Ahmed Edlund, Karolina Nüssler, Andreas Thasler, Wolfgang E. Damm, Georg Seehofer, Daniel Weiss, Thomas S. Dirsch, Olaf Dahmen, Uta Gebhardt, Rolf Chaudhari, Umesh Meganathan, Kesavan Sachinidis, Agapios Kelm, Jens Hofmann, Ute Zahedi, René P. Guthke, Reinhard Blüthgen, Nils Dooley, Steven Hengstler, Jan G. |
author_facet | Godoy, Patricio Widera, Agata Schmidt-Heck, Wolfgang Campos, Gisela Meyer, Christoph Cadenas, Cristina Reif, Raymond Stöber, Regina Hammad, Seddik Pütter, Larissa Gianmoena, Kathrin Marchan, Rosemarie Ghallab, Ahmed Edlund, Karolina Nüssler, Andreas Thasler, Wolfgang E. Damm, Georg Seehofer, Daniel Weiss, Thomas S. Dirsch, Olaf Dahmen, Uta Gebhardt, Rolf Chaudhari, Umesh Meganathan, Kesavan Sachinidis, Agapios Kelm, Jens Hofmann, Ute Zahedi, René P. Guthke, Reinhard Blüthgen, Nils Dooley, Steven Hengstler, Jan G. |
author_sort | Godoy, Patricio |
collection | PubMed |
description | It is well known that isolation and cultivation of primary hepatocytes cause major gene expression alterations. In the present genome-wide, time-resolved study of cultivated human and mouse hepatocytes, we made the observation that expression changes in culture strongly resemble alterations in liver diseases. Hepatocytes of both species were cultivated in collagen sandwich and in monolayer conditions. Genome-wide data were also obtained from human NAFLD, cirrhosis, HCC and hepatitis B virus-infected tissue as well as mouse livers after partial hepatectomy, CCl(4) intoxication, obesity, HCC and LPS. A strong similarity between cultivation and disease-induced expression alterations was observed. For example, expression changes in hepatocytes induced by 1-day cultivation and 1-day CCl(4) exposure in vivo correlated with R = 0.615 (p < 0.001). Interspecies comparison identified predominantly similar responses in human and mouse hepatocytes but also a set of genes that responded differently. Unsupervised clustering of altered genes identified three main clusters: (1) downregulated genes corresponding to mature liver functions, (2) upregulation of an inflammation/RNA processing cluster and (3) upregulated migration/cell cycle-associated genes. Gene regulatory network analysis highlights overrepresented and deregulated HNF4 and CAR (Cluster 1), Krüppel-like factors MafF and ELK1 (Cluster 2) as well as ETF (Cluster 3) among the interspecies conserved key regulators of expression changes. Interventions ameliorating but not abrogating cultivation-induced responses include removal of non-parenchymal cells, generation of the hepatocytes’ own matrix in spheroids, supplementation with bile salts and siRNA-mediated suppression of key transcription factors. In conclusion, this study shows that gene regulatory network alterations of cultivated hepatocytes resemble those of inflammatory liver diseases and should therefore be considered and exploited as disease models. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s00204-016-1761-4) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5043005 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-50430052016-10-14 Gene network activity in cultivated primary hepatocytes is highly similar to diseased mammalian liver tissue Godoy, Patricio Widera, Agata Schmidt-Heck, Wolfgang Campos, Gisela Meyer, Christoph Cadenas, Cristina Reif, Raymond Stöber, Regina Hammad, Seddik Pütter, Larissa Gianmoena, Kathrin Marchan, Rosemarie Ghallab, Ahmed Edlund, Karolina Nüssler, Andreas Thasler, Wolfgang E. Damm, Georg Seehofer, Daniel Weiss, Thomas S. Dirsch, Olaf Dahmen, Uta Gebhardt, Rolf Chaudhari, Umesh Meganathan, Kesavan Sachinidis, Agapios Kelm, Jens Hofmann, Ute Zahedi, René P. Guthke, Reinhard Blüthgen, Nils Dooley, Steven Hengstler, Jan G. Arch Toxicol In vitro Systems It is well known that isolation and cultivation of primary hepatocytes cause major gene expression alterations. In the present genome-wide, time-resolved study of cultivated human and mouse hepatocytes, we made the observation that expression changes in culture strongly resemble alterations in liver diseases. Hepatocytes of both species were cultivated in collagen sandwich and in monolayer conditions. Genome-wide data were also obtained from human NAFLD, cirrhosis, HCC and hepatitis B virus-infected tissue as well as mouse livers after partial hepatectomy, CCl(4) intoxication, obesity, HCC and LPS. A strong similarity between cultivation and disease-induced expression alterations was observed. For example, expression changes in hepatocytes induced by 1-day cultivation and 1-day CCl(4) exposure in vivo correlated with R = 0.615 (p < 0.001). Interspecies comparison identified predominantly similar responses in human and mouse hepatocytes but also a set of genes that responded differently. Unsupervised clustering of altered genes identified three main clusters: (1) downregulated genes corresponding to mature liver functions, (2) upregulation of an inflammation/RNA processing cluster and (3) upregulated migration/cell cycle-associated genes. Gene regulatory network analysis highlights overrepresented and deregulated HNF4 and CAR (Cluster 1), Krüppel-like factors MafF and ELK1 (Cluster 2) as well as ETF (Cluster 3) among the interspecies conserved key regulators of expression changes. Interventions ameliorating but not abrogating cultivation-induced responses include removal of non-parenchymal cells, generation of the hepatocytes’ own matrix in spheroids, supplementation with bile salts and siRNA-mediated suppression of key transcription factors. In conclusion, this study shows that gene regulatory network alterations of cultivated hepatocytes resemble those of inflammatory liver diseases and should therefore be considered and exploited as disease models. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s00204-016-1761-4) contains supplementary material, which is available to authorized users. Springer Berlin Heidelberg 2016-06-23 2016 /pmc/articles/PMC5043005/ /pubmed/27339419 http://dx.doi.org/10.1007/s00204-016-1761-4 Text en © The Author(s) 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. |
spellingShingle | In vitro Systems Godoy, Patricio Widera, Agata Schmidt-Heck, Wolfgang Campos, Gisela Meyer, Christoph Cadenas, Cristina Reif, Raymond Stöber, Regina Hammad, Seddik Pütter, Larissa Gianmoena, Kathrin Marchan, Rosemarie Ghallab, Ahmed Edlund, Karolina Nüssler, Andreas Thasler, Wolfgang E. Damm, Georg Seehofer, Daniel Weiss, Thomas S. Dirsch, Olaf Dahmen, Uta Gebhardt, Rolf Chaudhari, Umesh Meganathan, Kesavan Sachinidis, Agapios Kelm, Jens Hofmann, Ute Zahedi, René P. Guthke, Reinhard Blüthgen, Nils Dooley, Steven Hengstler, Jan G. Gene network activity in cultivated primary hepatocytes is highly similar to diseased mammalian liver tissue |
title | Gene network activity in cultivated primary hepatocytes is highly similar to diseased mammalian liver tissue |
title_full | Gene network activity in cultivated primary hepatocytes is highly similar to diseased mammalian liver tissue |
title_fullStr | Gene network activity in cultivated primary hepatocytes is highly similar to diseased mammalian liver tissue |
title_full_unstemmed | Gene network activity in cultivated primary hepatocytes is highly similar to diseased mammalian liver tissue |
title_short | Gene network activity in cultivated primary hepatocytes is highly similar to diseased mammalian liver tissue |
title_sort | gene network activity in cultivated primary hepatocytes is highly similar to diseased mammalian liver tissue |
topic | In vitro Systems |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5043005/ https://www.ncbi.nlm.nih.gov/pubmed/27339419 http://dx.doi.org/10.1007/s00204-016-1761-4 |
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