Cargando…

Two Metabolomics Phenotypes of Human Hepatocellular Carcinoma in Non-Alcoholic Fatty Liver Disease According to Fibrosis Severity

Non-Alcoholic Fatty Liver Disease (NAFLD) is considered as the forthcoming predominant cause for hepatocellular carcinoma (HCC). NAFLD-HCC may rise in non-cirrhotic livers in 40 to 50% of patients. The aim of this study was to identify different metabolic pathways of HCC according to fibrosis level...

Descripción completa

Detalles Bibliográficos
Autores principales: Buchard, Benjamin, Teilhet, Camille, Abeywickrama Samarakoon, Natali, Massoulier, Sylvie, Joubert-Zakeyh, Juliette, Blouin, Corinne, Reynes, Christelle, Sabatier, Robert, Biesse-Martin, Anne-Sophie, Vasson, Marie-Paule, Abergel, Armando, Demidem, Aicha
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7830343/
https://www.ncbi.nlm.nih.gov/pubmed/33466889
http://dx.doi.org/10.3390/metabo11010054
_version_ 1783641390354268160
author Buchard, Benjamin
Teilhet, Camille
Abeywickrama Samarakoon, Natali
Massoulier, Sylvie
Joubert-Zakeyh, Juliette
Blouin, Corinne
Reynes, Christelle
Sabatier, Robert
Biesse-Martin, Anne-Sophie
Vasson, Marie-Paule
Abergel, Armando
Demidem, Aicha
author_facet Buchard, Benjamin
Teilhet, Camille
Abeywickrama Samarakoon, Natali
Massoulier, Sylvie
Joubert-Zakeyh, Juliette
Blouin, Corinne
Reynes, Christelle
Sabatier, Robert
Biesse-Martin, Anne-Sophie
Vasson, Marie-Paule
Abergel, Armando
Demidem, Aicha
author_sort Buchard, Benjamin
collection PubMed
description Non-Alcoholic Fatty Liver Disease (NAFLD) is considered as the forthcoming predominant cause for hepatocellular carcinoma (HCC). NAFLD-HCC may rise in non-cirrhotic livers in 40 to 50% of patients. The aim of this study was to identify different metabolic pathways of HCC according to fibrosis level (F0F1 vs. F3F4). A non-targeted metabolomics strategy was applied. We analyzed 52 pairs of human HCC and adjacent non-tumoral tissues which included 26 HCC developed in severe fibrosis or cirrhosis (F3F4) and 26 in no or mild fibrosis (F0F1). Tissue extracts were analyzed using (1)H-Nuclear Magnetic Resonance spectroscopy. An optimization evolutionary method based on genetic algorithm was used to identify discriminant metabolites. We identified 34 metabolites differentiating the two groups of NAFLD-HCC according to fibrosis level, allowing us to propose two metabolomics phenotypes of NAFLD-HCC. We showed that HCC-F0F1 mainly overexpressed choline derivatives and glutamine, whereas HCC-F3F4 were characterized by a decreased content of monounsaturated fatty acids (FA), an increase of saturated FA and an accumulation of branched amino acids. Comparing HCC-F0F1 and HCC-F3F4, differential expression levels of glucose, choline derivatives and phosphoethanolamine, monounsaturated FA, triacylglycerides were identified as specific signatures. Our metabolomics analysis of HCC tissues revealed for the first time two phenotypes of HCC developed in NAFLD according to fibrosis level. This study highlighted the impact of the underlying liver disease on metabolic reprogramming of the tumor.
format Online
Article
Text
id pubmed-7830343
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-78303432021-01-26 Two Metabolomics Phenotypes of Human Hepatocellular Carcinoma in Non-Alcoholic Fatty Liver Disease According to Fibrosis Severity Buchard, Benjamin Teilhet, Camille Abeywickrama Samarakoon, Natali Massoulier, Sylvie Joubert-Zakeyh, Juliette Blouin, Corinne Reynes, Christelle Sabatier, Robert Biesse-Martin, Anne-Sophie Vasson, Marie-Paule Abergel, Armando Demidem, Aicha Metabolites Article Non-Alcoholic Fatty Liver Disease (NAFLD) is considered as the forthcoming predominant cause for hepatocellular carcinoma (HCC). NAFLD-HCC may rise in non-cirrhotic livers in 40 to 50% of patients. The aim of this study was to identify different metabolic pathways of HCC according to fibrosis level (F0F1 vs. F3F4). A non-targeted metabolomics strategy was applied. We analyzed 52 pairs of human HCC and adjacent non-tumoral tissues which included 26 HCC developed in severe fibrosis or cirrhosis (F3F4) and 26 in no or mild fibrosis (F0F1). Tissue extracts were analyzed using (1)H-Nuclear Magnetic Resonance spectroscopy. An optimization evolutionary method based on genetic algorithm was used to identify discriminant metabolites. We identified 34 metabolites differentiating the two groups of NAFLD-HCC according to fibrosis level, allowing us to propose two metabolomics phenotypes of NAFLD-HCC. We showed that HCC-F0F1 mainly overexpressed choline derivatives and glutamine, whereas HCC-F3F4 were characterized by a decreased content of monounsaturated fatty acids (FA), an increase of saturated FA and an accumulation of branched amino acids. Comparing HCC-F0F1 and HCC-F3F4, differential expression levels of glucose, choline derivatives and phosphoethanolamine, monounsaturated FA, triacylglycerides were identified as specific signatures. Our metabolomics analysis of HCC tissues revealed for the first time two phenotypes of HCC developed in NAFLD according to fibrosis level. This study highlighted the impact of the underlying liver disease on metabolic reprogramming of the tumor. MDPI 2021-01-14 /pmc/articles/PMC7830343/ /pubmed/33466889 http://dx.doi.org/10.3390/metabo11010054 Text en © 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Buchard, Benjamin
Teilhet, Camille
Abeywickrama Samarakoon, Natali
Massoulier, Sylvie
Joubert-Zakeyh, Juliette
Blouin, Corinne
Reynes, Christelle
Sabatier, Robert
Biesse-Martin, Anne-Sophie
Vasson, Marie-Paule
Abergel, Armando
Demidem, Aicha
Two Metabolomics Phenotypes of Human Hepatocellular Carcinoma in Non-Alcoholic Fatty Liver Disease According to Fibrosis Severity
title Two Metabolomics Phenotypes of Human Hepatocellular Carcinoma in Non-Alcoholic Fatty Liver Disease According to Fibrosis Severity
title_full Two Metabolomics Phenotypes of Human Hepatocellular Carcinoma in Non-Alcoholic Fatty Liver Disease According to Fibrosis Severity
title_fullStr Two Metabolomics Phenotypes of Human Hepatocellular Carcinoma in Non-Alcoholic Fatty Liver Disease According to Fibrosis Severity
title_full_unstemmed Two Metabolomics Phenotypes of Human Hepatocellular Carcinoma in Non-Alcoholic Fatty Liver Disease According to Fibrosis Severity
title_short Two Metabolomics Phenotypes of Human Hepatocellular Carcinoma in Non-Alcoholic Fatty Liver Disease According to Fibrosis Severity
title_sort two metabolomics phenotypes of human hepatocellular carcinoma in non-alcoholic fatty liver disease according to fibrosis severity
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7830343/
https://www.ncbi.nlm.nih.gov/pubmed/33466889
http://dx.doi.org/10.3390/metabo11010054
work_keys_str_mv AT buchardbenjamin twometabolomicsphenotypesofhumanhepatocellularcarcinomainnonalcoholicfattyliverdiseaseaccordingtofibrosisseverity
AT teilhetcamille twometabolomicsphenotypesofhumanhepatocellularcarcinomainnonalcoholicfattyliverdiseaseaccordingtofibrosisseverity
AT abeywickramasamarakoonnatali twometabolomicsphenotypesofhumanhepatocellularcarcinomainnonalcoholicfattyliverdiseaseaccordingtofibrosisseverity
AT massouliersylvie twometabolomicsphenotypesofhumanhepatocellularcarcinomainnonalcoholicfattyliverdiseaseaccordingtofibrosisseverity
AT joubertzakeyhjuliette twometabolomicsphenotypesofhumanhepatocellularcarcinomainnonalcoholicfattyliverdiseaseaccordingtofibrosisseverity
AT blouincorinne twometabolomicsphenotypesofhumanhepatocellularcarcinomainnonalcoholicfattyliverdiseaseaccordingtofibrosisseverity
AT reyneschristelle twometabolomicsphenotypesofhumanhepatocellularcarcinomainnonalcoholicfattyliverdiseaseaccordingtofibrosisseverity
AT sabatierrobert twometabolomicsphenotypesofhumanhepatocellularcarcinomainnonalcoholicfattyliverdiseaseaccordingtofibrosisseverity
AT biessemartinannesophie twometabolomicsphenotypesofhumanhepatocellularcarcinomainnonalcoholicfattyliverdiseaseaccordingtofibrosisseverity
AT vassonmariepaule twometabolomicsphenotypesofhumanhepatocellularcarcinomainnonalcoholicfattyliverdiseaseaccordingtofibrosisseverity
AT abergelarmando twometabolomicsphenotypesofhumanhepatocellularcarcinomainnonalcoholicfattyliverdiseaseaccordingtofibrosisseverity
AT demidemaicha twometabolomicsphenotypesofhumanhepatocellularcarcinomainnonalcoholicfattyliverdiseaseaccordingtofibrosisseverity