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Alterations in the hepatocyte epigenetic landscape in steatosis

Fatty liver disease or the accumulation of fat in the liver, has been reported to affect the global population. This comes with an increased risk for the development of fibrosis, cirrhosis, and hepatocellular carcinoma. Yet, little is known about the effects of a diet containing high fat and alcohol...

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Autores principales: Maji, Ranjan Kumar, Czepukojc, Beate, Scherer, Michael, Tierling, Sascha, Cadenas, Cristina, Gianmoena, Kathrin, Gasparoni, Nina, Nordström, Karl, Gasparoni, Gilles, Laggai, Stephan, Yang, Xinyi, Sinha, Anupam, Ebert, Peter, Falk-Paulsen, Maren, Kinkley, Sarah, Hoppstädter, Jessica, Chung, Ho-Ryun, Rosenstiel, Philip, Hengstler, Jan G., Walter, Jörn, Schulz, Marcel H., Kessler, Sonja M., Kiemer, Alexandra K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10324225/
https://www.ncbi.nlm.nih.gov/pubmed/37415213
http://dx.doi.org/10.1186/s13072-023-00504-8
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author Maji, Ranjan Kumar
Czepukojc, Beate
Scherer, Michael
Tierling, Sascha
Cadenas, Cristina
Gianmoena, Kathrin
Gasparoni, Nina
Nordström, Karl
Gasparoni, Gilles
Laggai, Stephan
Yang, Xinyi
Sinha, Anupam
Ebert, Peter
Falk-Paulsen, Maren
Kinkley, Sarah
Hoppstädter, Jessica
Chung, Ho-Ryun
Rosenstiel, Philip
Hengstler, Jan G.
Walter, Jörn
Schulz, Marcel H.
Kessler, Sonja M.
Kiemer, Alexandra K.
author_facet Maji, Ranjan Kumar
Czepukojc, Beate
Scherer, Michael
Tierling, Sascha
Cadenas, Cristina
Gianmoena, Kathrin
Gasparoni, Nina
Nordström, Karl
Gasparoni, Gilles
Laggai, Stephan
Yang, Xinyi
Sinha, Anupam
Ebert, Peter
Falk-Paulsen, Maren
Kinkley, Sarah
Hoppstädter, Jessica
Chung, Ho-Ryun
Rosenstiel, Philip
Hengstler, Jan G.
Walter, Jörn
Schulz, Marcel H.
Kessler, Sonja M.
Kiemer, Alexandra K.
author_sort Maji, Ranjan Kumar
collection PubMed
description Fatty liver disease or the accumulation of fat in the liver, has been reported to affect the global population. This comes with an increased risk for the development of fibrosis, cirrhosis, and hepatocellular carcinoma. Yet, little is known about the effects of a diet containing high fat and alcohol towards epigenetic aging, with respect to changes in transcriptional and epigenomic profiles. In this study, we took up a multi-omics approach and integrated gene expression, methylation signals, and chromatin signals to study the epigenomic effects of a high-fat and alcohol-containing diet on mouse hepatocytes. We identified four relevant gene network clusters that were associated with relevant pathways that promote steatosis. Using a machine learning approach, we predict specific transcription factors that might be responsible to modulate the functionally relevant clusters. Finally, we discover four additional CpG loci and validate aging-related differential CpG methylation. Differential CpG methylation linked to aging showed minimal overlap with altered methylation in steatosis. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13072-023-00504-8.
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spelling pubmed-103242252023-07-07 Alterations in the hepatocyte epigenetic landscape in steatosis Maji, Ranjan Kumar Czepukojc, Beate Scherer, Michael Tierling, Sascha Cadenas, Cristina Gianmoena, Kathrin Gasparoni, Nina Nordström, Karl Gasparoni, Gilles Laggai, Stephan Yang, Xinyi Sinha, Anupam Ebert, Peter Falk-Paulsen, Maren Kinkley, Sarah Hoppstädter, Jessica Chung, Ho-Ryun Rosenstiel, Philip Hengstler, Jan G. Walter, Jörn Schulz, Marcel H. Kessler, Sonja M. Kiemer, Alexandra K. Epigenetics Chromatin Research Fatty liver disease or the accumulation of fat in the liver, has been reported to affect the global population. This comes with an increased risk for the development of fibrosis, cirrhosis, and hepatocellular carcinoma. Yet, little is known about the effects of a diet containing high fat and alcohol towards epigenetic aging, with respect to changes in transcriptional and epigenomic profiles. In this study, we took up a multi-omics approach and integrated gene expression, methylation signals, and chromatin signals to study the epigenomic effects of a high-fat and alcohol-containing diet on mouse hepatocytes. We identified four relevant gene network clusters that were associated with relevant pathways that promote steatosis. Using a machine learning approach, we predict specific transcription factors that might be responsible to modulate the functionally relevant clusters. Finally, we discover four additional CpG loci and validate aging-related differential CpG methylation. Differential CpG methylation linked to aging showed minimal overlap with altered methylation in steatosis. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13072-023-00504-8. BioMed Central 2023-07-06 /pmc/articles/PMC10324225/ /pubmed/37415213 http://dx.doi.org/10.1186/s13072-023-00504-8 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Maji, Ranjan Kumar
Czepukojc, Beate
Scherer, Michael
Tierling, Sascha
Cadenas, Cristina
Gianmoena, Kathrin
Gasparoni, Nina
Nordström, Karl
Gasparoni, Gilles
Laggai, Stephan
Yang, Xinyi
Sinha, Anupam
Ebert, Peter
Falk-Paulsen, Maren
Kinkley, Sarah
Hoppstädter, Jessica
Chung, Ho-Ryun
Rosenstiel, Philip
Hengstler, Jan G.
Walter, Jörn
Schulz, Marcel H.
Kessler, Sonja M.
Kiemer, Alexandra K.
Alterations in the hepatocyte epigenetic landscape in steatosis
title Alterations in the hepatocyte epigenetic landscape in steatosis
title_full Alterations in the hepatocyte epigenetic landscape in steatosis
title_fullStr Alterations in the hepatocyte epigenetic landscape in steatosis
title_full_unstemmed Alterations in the hepatocyte epigenetic landscape in steatosis
title_short Alterations in the hepatocyte epigenetic landscape in steatosis
title_sort alterations in the hepatocyte epigenetic landscape in steatosis
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10324225/
https://www.ncbi.nlm.nih.gov/pubmed/37415213
http://dx.doi.org/10.1186/s13072-023-00504-8
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