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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...

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Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2016
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.
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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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