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Metabolism dysregulation induces a specific lipid signature of nonalcoholic steatohepatitis in patients
Nonalcoholic steatohepatitis (NASH) is a condition which can progress to cirrhosis and hepatocellular carcinoma. Markers for NASH diagnosis are still lacking. We performed a comprehensive lipidomic analysis on human liver biopsies including normal liver, nonalcoholic fatty liver and NASH. Random for...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5402394/ https://www.ncbi.nlm.nih.gov/pubmed/28436449 http://dx.doi.org/10.1038/srep46658 |
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author | Chiappini, Franck Coilly, Audrey Kadar, Hanane Gual, Philippe Tran, Albert Desterke, Christophe Samuel, Didier Duclos-Vallée, Jean-Charles Touboul, David Bertrand-Michel, Justine Brunelle, Alain Guettier, Catherine Le Naour, François |
author_facet | Chiappini, Franck Coilly, Audrey Kadar, Hanane Gual, Philippe Tran, Albert Desterke, Christophe Samuel, Didier Duclos-Vallée, Jean-Charles Touboul, David Bertrand-Michel, Justine Brunelle, Alain Guettier, Catherine Le Naour, François |
author_sort | Chiappini, Franck |
collection | PubMed |
description | Nonalcoholic steatohepatitis (NASH) is a condition which can progress to cirrhosis and hepatocellular carcinoma. Markers for NASH diagnosis are still lacking. We performed a comprehensive lipidomic analysis on human liver biopsies including normal liver, nonalcoholic fatty liver and NASH. Random forests-based machine learning approach allowed characterizing a signature of 32 lipids discriminating NASH with 100% sensitivity and specificity. Furthermore, we validated this signature in an independent group of NASH patients. Then, metabolism dysregulations were investigated in both patients and murine models. Alterations of elongase and desaturase activities were observed along the fatty acid synthesis pathway. The decreased activity of the desaturase FADS1 appeared as a bottleneck, leading upstream to an accumulation of fatty acids and downstream to a deficiency of long-chain fatty acids resulting to impaired phospholipid synthesis. In NASH, mass spectrometry imaging on tissue section revealed the spreading into the hepatic parenchyma of selectively accumulated fatty acids. Such lipids constituted a highly toxic mixture to human hepatocytes. In conclusion, this study characterized a specific and sensitive lipid signature of NASH and positioned FADS1 as a significant player in accumulating toxic lipids during NASH progression. |
format | Online Article Text |
id | pubmed-5402394 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-54023942017-04-26 Metabolism dysregulation induces a specific lipid signature of nonalcoholic steatohepatitis in patients Chiappini, Franck Coilly, Audrey Kadar, Hanane Gual, Philippe Tran, Albert Desterke, Christophe Samuel, Didier Duclos-Vallée, Jean-Charles Touboul, David Bertrand-Michel, Justine Brunelle, Alain Guettier, Catherine Le Naour, François Sci Rep Article Nonalcoholic steatohepatitis (NASH) is a condition which can progress to cirrhosis and hepatocellular carcinoma. Markers for NASH diagnosis are still lacking. We performed a comprehensive lipidomic analysis on human liver biopsies including normal liver, nonalcoholic fatty liver and NASH. Random forests-based machine learning approach allowed characterizing a signature of 32 lipids discriminating NASH with 100% sensitivity and specificity. Furthermore, we validated this signature in an independent group of NASH patients. Then, metabolism dysregulations were investigated in both patients and murine models. Alterations of elongase and desaturase activities were observed along the fatty acid synthesis pathway. The decreased activity of the desaturase FADS1 appeared as a bottleneck, leading upstream to an accumulation of fatty acids and downstream to a deficiency of long-chain fatty acids resulting to impaired phospholipid synthesis. In NASH, mass spectrometry imaging on tissue section revealed the spreading into the hepatic parenchyma of selectively accumulated fatty acids. Such lipids constituted a highly toxic mixture to human hepatocytes. In conclusion, this study characterized a specific and sensitive lipid signature of NASH and positioned FADS1 as a significant player in accumulating toxic lipids during NASH progression. Nature Publishing Group 2017-04-24 /pmc/articles/PMC5402394/ /pubmed/28436449 http://dx.doi.org/10.1038/srep46658 Text en Copyright © 2017, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article Chiappini, Franck Coilly, Audrey Kadar, Hanane Gual, Philippe Tran, Albert Desterke, Christophe Samuel, Didier Duclos-Vallée, Jean-Charles Touboul, David Bertrand-Michel, Justine Brunelle, Alain Guettier, Catherine Le Naour, François Metabolism dysregulation induces a specific lipid signature of nonalcoholic steatohepatitis in patients |
title | Metabolism dysregulation induces a specific lipid signature of nonalcoholic steatohepatitis in patients |
title_full | Metabolism dysregulation induces a specific lipid signature of nonalcoholic steatohepatitis in patients |
title_fullStr | Metabolism dysregulation induces a specific lipid signature of nonalcoholic steatohepatitis in patients |
title_full_unstemmed | Metabolism dysregulation induces a specific lipid signature of nonalcoholic steatohepatitis in patients |
title_short | Metabolism dysregulation induces a specific lipid signature of nonalcoholic steatohepatitis in patients |
title_sort | metabolism dysregulation induces a specific lipid signature of nonalcoholic steatohepatitis in patients |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5402394/ https://www.ncbi.nlm.nih.gov/pubmed/28436449 http://dx.doi.org/10.1038/srep46658 |
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