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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2017
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.
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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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