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Transcriptomic signatures of progressive and regressive liver fibrosis and portal hypertension

View ORCID ProfileOleksandr Petrenko, View ORCID ProfilePhilipp Königshofer, View ORCID ProfileKsenia Brusilovskaya, View ORCID ProfileBenedikt S Hofer, Katharina Bareiner, View ORCID ProfileBenedikt Simbrunner, View ORCID ProfileMichael Trauner, View ORCID ProfileStefan G Kauschke, Larissa Pfisterer, Eric Simon, View ORCID ProfileAndré F Rendeiro, View ORCID ProfileLaura P M H de Rooij, View ORCID ProfilePhilipp Schwabl, View ORCID ProfileThomas Reiberger
doi: https://doi.org/10.1101/2023.07.22.550133
Oleksandr Petrenko
1Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
2Christian Doppler Laboratory for Portal Hypertension and Liver Fibrosis, Medical University of Vienna, Vienna, Austria
3CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria
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Philipp Königshofer
1Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
2Christian Doppler Laboratory for Portal Hypertension and Liver Fibrosis, Medical University of Vienna, Vienna, Austria
3CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria
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Ksenia Brusilovskaya
1Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
2Christian Doppler Laboratory for Portal Hypertension and Liver Fibrosis, Medical University of Vienna, Vienna, Austria
3CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria
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Benedikt S Hofer
1Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
2Christian Doppler Laboratory for Portal Hypertension and Liver Fibrosis, Medical University of Vienna, Vienna, Austria
3CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria
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Katharina Bareiner
1Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
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Benedikt Simbrunner
1Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
2Christian Doppler Laboratory for Portal Hypertension and Liver Fibrosis, Medical University of Vienna, Vienna, Austria
3CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria
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Michael Trauner
1Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
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Stefan G Kauschke
4Department of CardioMetabolic Diseases Research, Boehringer Ingelheim Pharma GmbH & Co.KG, Biberach an der Riss, Germany
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Larissa Pfisterer
4Department of CardioMetabolic Diseases Research, Boehringer Ingelheim Pharma GmbH & Co.KG, Biberach an der Riss, Germany
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Eric Simon
5Global Computational Biology and Digital Sciences, Boehringer Ingelheim Pharma GmbH & Co.KG, Biberach an der Riss, Germany
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André F Rendeiro
3CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria
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Laura P M H de Rooij
3CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria
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Philipp Schwabl
1Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
2Christian Doppler Laboratory for Portal Hypertension and Liver Fibrosis, Medical University of Vienna, Vienna, Austria
3CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria
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Thomas Reiberger
1Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
2Christian Doppler Laboratory for Portal Hypertension and Liver Fibrosis, Medical University of Vienna, Vienna, Austria
3CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria
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  • For correspondence: thomas.reiberger@meduniwien.ac.at
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Abstract

Persistent liver injury triggers a fibrogenic program that causes pathologic remodelling of the hepatic microenvironment (i.e., liver fibrosis) and portal hypertension. The dynamics of gene regulation during liver disease progression and regression remain understudied. Here, we generated hepatic transcriptome profiles in two well-established liver disease models at peak fibrosis and during spontaneous regression after the removal of the inducing agents. We linked the dynamics of key liver disease readouts, such as portal pressure, collagen proportionate area, and transaminase serum levels, to most differentially expressed genes, enabling the identification of transcriptomic signatures of progressive vs. regressive liver fibrosis and portal hypertension. These candidate biomarkers (e.g., Scube1, Tcf4, Src, Hmga1, Trem2, Mafk, Mmp7) were also validated in RNA-seq datasets of patients with cirrhosis and portal hypertension. Finally, deconvolution analysis identified major cell types and suggested an association of macrophage and portal hepatocyte signatures with portal hypertension and fibrosis area in both models.

Competing Interest Statement

The group of TR (OP, PK, KBr, BSH, KBa, BS, PS) received funding from the Austrian Federal Ministry for Digital and Economic Affairs, the National Foundation for Research, Technology and Development, Boehringer Ingelheim, and the Christian Doppler Research Association. AFR is supported by Angelini Ventures S.p.A. Rome, Italy.

Footnotes

  • https://github.com/xander-p/CDL_regression

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-ND 4.0 International license.
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Posted July 25, 2023.
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Transcriptomic signatures of progressive and regressive liver fibrosis and portal hypertension
Oleksandr Petrenko, Philipp Königshofer, Ksenia Brusilovskaya, Benedikt S Hofer, Katharina Bareiner, Benedikt Simbrunner, Michael Trauner, Stefan G Kauschke, Larissa Pfisterer, Eric Simon, André F Rendeiro, Laura P M H de Rooij, Philipp Schwabl, Thomas Reiberger
bioRxiv 2023.07.22.550133; doi: https://doi.org/10.1101/2023.07.22.550133
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Transcriptomic signatures of progressive and regressive liver fibrosis and portal hypertension
Oleksandr Petrenko, Philipp Königshofer, Ksenia Brusilovskaya, Benedikt S Hofer, Katharina Bareiner, Benedikt Simbrunner, Michael Trauner, Stefan G Kauschke, Larissa Pfisterer, Eric Simon, André F Rendeiro, Laura P M H de Rooij, Philipp Schwabl, Thomas Reiberger
bioRxiv 2023.07.22.550133; doi: https://doi.org/10.1101/2023.07.22.550133

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