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Genome-scale study reveals reduced metabolic adaptability in patients with non-alcoholic fatty liver disease

Non-alcoholic fatty liver disease (NAFLD) is a major risk factor leading to chronic liver disease and type 2 diabetes. Here we chart liver metabolic activity and functionality in NAFLD by integrating global transcriptomic data, from human liver biopsies, and metabolic flux data, measured across the...

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Autores principales: Hyötyläinen, Tuulia, Jerby, Livnat, Petäjä, Elina M., Mattila, Ismo, Jäntti, Sirkku, Auvinen, Petri, Gastaldelli, Amalia, Yki-Järvinen, Hannele, Ruppin, Eytan, Orešič, Matej
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4742839/
https://www.ncbi.nlm.nih.gov/pubmed/26839171
http://dx.doi.org/10.1038/ncomms9994
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author Hyötyläinen, Tuulia
Jerby, Livnat
Petäjä, Elina M.
Mattila, Ismo
Jäntti, Sirkku
Auvinen, Petri
Gastaldelli, Amalia
Yki-Järvinen, Hannele
Ruppin, Eytan
Orešič, Matej
author_facet Hyötyläinen, Tuulia
Jerby, Livnat
Petäjä, Elina M.
Mattila, Ismo
Jäntti, Sirkku
Auvinen, Petri
Gastaldelli, Amalia
Yki-Järvinen, Hannele
Ruppin, Eytan
Orešič, Matej
author_sort Hyötyläinen, Tuulia
collection PubMed
description Non-alcoholic fatty liver disease (NAFLD) is a major risk factor leading to chronic liver disease and type 2 diabetes. Here we chart liver metabolic activity and functionality in NAFLD by integrating global transcriptomic data, from human liver biopsies, and metabolic flux data, measured across the human splanchnic vascular bed, within a genome-scale model of human metabolism. We show that an increased amount of liver fat induces mitochondrial metabolism, lipolysis, glyceroneogenesis and a switch from lactate to glycerol as substrate for gluconeogenesis, indicating an intricate balance of exacerbated opposite metabolic processes in glycemic regulation. These changes were associated with reduced metabolic adaptability on a network level in the sense that liver fat accumulation puts increasing demands on the liver to adaptively regulate metabolic responses to maintain basic liver functions. We propose that failure to meet excessive metabolic challenges coupled with reduced metabolic adaptability may lead to a vicious pathogenic cycle leading to the co-morbidities of NAFLD.
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spelling pubmed-47428392016-03-04 Genome-scale study reveals reduced metabolic adaptability in patients with non-alcoholic fatty liver disease Hyötyläinen, Tuulia Jerby, Livnat Petäjä, Elina M. Mattila, Ismo Jäntti, Sirkku Auvinen, Petri Gastaldelli, Amalia Yki-Järvinen, Hannele Ruppin, Eytan Orešič, Matej Nat Commun Article Non-alcoholic fatty liver disease (NAFLD) is a major risk factor leading to chronic liver disease and type 2 diabetes. Here we chart liver metabolic activity and functionality in NAFLD by integrating global transcriptomic data, from human liver biopsies, and metabolic flux data, measured across the human splanchnic vascular bed, within a genome-scale model of human metabolism. We show that an increased amount of liver fat induces mitochondrial metabolism, lipolysis, glyceroneogenesis and a switch from lactate to glycerol as substrate for gluconeogenesis, indicating an intricate balance of exacerbated opposite metabolic processes in glycemic regulation. These changes were associated with reduced metabolic adaptability on a network level in the sense that liver fat accumulation puts increasing demands on the liver to adaptively regulate metabolic responses to maintain basic liver functions. We propose that failure to meet excessive metabolic challenges coupled with reduced metabolic adaptability may lead to a vicious pathogenic cycle leading to the co-morbidities of NAFLD. Nature Publishing Group 2016-02-03 /pmc/articles/PMC4742839/ /pubmed/26839171 http://dx.doi.org/10.1038/ncomms9994 Text en Copyright © 2016, Nature Publishing Group, a division of Macmillan Publishers Limited. All Rights Reserved. https://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/ (https://creativecommons.org/licenses/by/4.0/)
spellingShingle Article
Hyötyläinen, Tuulia
Jerby, Livnat
Petäjä, Elina M.
Mattila, Ismo
Jäntti, Sirkku
Auvinen, Petri
Gastaldelli, Amalia
Yki-Järvinen, Hannele
Ruppin, Eytan
Orešič, Matej
Genome-scale study reveals reduced metabolic adaptability in patients with non-alcoholic fatty liver disease
title Genome-scale study reveals reduced metabolic adaptability in patients with non-alcoholic fatty liver disease
title_full Genome-scale study reveals reduced metabolic adaptability in patients with non-alcoholic fatty liver disease
title_fullStr Genome-scale study reveals reduced metabolic adaptability in patients with non-alcoholic fatty liver disease
title_full_unstemmed Genome-scale study reveals reduced metabolic adaptability in patients with non-alcoholic fatty liver disease
title_short Genome-scale study reveals reduced metabolic adaptability in patients with non-alcoholic fatty liver disease
title_sort genome-scale study reveals reduced metabolic adaptability in patients with non-alcoholic fatty liver disease
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4742839/
https://www.ncbi.nlm.nih.gov/pubmed/26839171
http://dx.doi.org/10.1038/ncomms9994
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