LC/MS-Based Untargeted Metabolomics Study in Women with Nonalcoholic Steatohepatitis Associated with Morbid Obesity

This study investigated the importance of a metabolomic analysis in a complex disease such as nonalcoholic steatohepatitis (NASH) associated with obesity. Using an untargeted metabolomics technique, we studied blood metabolites in 216 morbidly obese women with liver histological diagnosis. A total o...

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Main Authors: Laia Bertran, Jordi Capellades, Sonia Abelló, Joan Durán-Bertran, Carmen Aguilar, Salomé Martinez, Fàtima Sabench, Xavier Correig, Oscar Yanes, Teresa Auguet, Cristóbal Richart
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:International Journal of Molecular Sciences
Subjects:
Online Access:https://www.mdpi.com/1422-0067/24/12/9789
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author Laia Bertran
Jordi Capellades
Sonia Abelló
Joan Durán-Bertran
Carmen Aguilar
Salomé Martinez
Fàtima Sabench
Xavier Correig
Oscar Yanes
Teresa Auguet
Cristóbal Richart
author_facet Laia Bertran
Jordi Capellades
Sonia Abelló
Joan Durán-Bertran
Carmen Aguilar
Salomé Martinez
Fàtima Sabench
Xavier Correig
Oscar Yanes
Teresa Auguet
Cristóbal Richart
author_sort Laia Bertran
collection DOAJ
description This study investigated the importance of a metabolomic analysis in a complex disease such as nonalcoholic steatohepatitis (NASH) associated with obesity. Using an untargeted metabolomics technique, we studied blood metabolites in 216 morbidly obese women with liver histological diagnosis. A total of 172 patients were diagnosed with nonalcoholic fatty liver disease (NAFLD), and 44 were diagnosed with normal liver (NL). Patients with NAFLD were classified into simple steatosis (<i>n</i> = 66) and NASH (<i>n</i> = 106) categories. A comparative analysis of metabolites levels between NASH and NL demonstrated significant differences in lipid metabolites and derivatives, mainly from the phospholipid group. In NASH, there were increased levels of several phosphatidylinositols and phosphatidylethanolamines, as well as isolated metabolites such as diacylglycerol 34:1, lyso-phosphatidylethanolamine 20:3 and sphingomyelin 38:1. By contrast, there were decreased levels of acylcarnitines, sphingomyelins and linoleic acid. These findings may facilitate identification studies of the main pathogenic metabolic pathways related to NASH and may also have a possible applicability in a panel of metabolites to be used as biomarkers in future algorithms of the disease diagnosis and its follow-up. Further confirmatory studies in groups with different ages and sexes are necessary.
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spelling doaj.art-64026be826af4fa58f9e93ab82c645fa2023-11-18T10:44:07ZengMDPI AGInternational Journal of Molecular Sciences1661-65961422-00672023-06-012412978910.3390/ijms24129789LC/MS-Based Untargeted Metabolomics Study in Women with Nonalcoholic Steatohepatitis Associated with Morbid ObesityLaia Bertran0Jordi Capellades1Sonia Abelló2Joan Durán-Bertran3Carmen Aguilar4Salomé Martinez5Fàtima Sabench6Xavier Correig7Oscar Yanes8Teresa Auguet9Cristóbal Richart10Grup de Recerca GEMMAIR (AGAUR)-Medicina Aplicada (URV), Departament de Medicina i Cirurgia, Universitat Rovira i Virgili, Institut d’Investigació Sanitària Pere Virgili, 43005 Tarragona, SpainDepartment of Electronic Engineering, Universitat Rovira i Virgili, Institut d’Investigació Sanitària Pere Virgili, 43007 Tarragona, SpainServei de Recursos Científics i Tècnics, Universitat Rovira i Virgili, 43007 Tarragona, SpainGrup de Recerca GEMMAIR (AGAUR)-Medicina Aplicada (URV), Departament de Medicina i Cirurgia, Universitat Rovira i Virgili, Institut d’Investigació Sanitària Pere Virgili, 43005 Tarragona, SpainGrup de Recerca GEMMAIR (AGAUR)-Medicina Aplicada (URV), Departament de Medicina i Cirurgia, Universitat Rovira i Virgili, Institut d’Investigació Sanitària Pere Virgili, 43005 Tarragona, SpainGrup de Recerca GEMMAIR (AGAUR)-Medicina Aplicada (URV), Departament de Medicina i Cirurgia, Universitat Rovira i Virgili, Institut d’Investigació Sanitària Pere Virgili, 43005 Tarragona, SpainGrup de Recerca GEMMAIR (AGAUR)-Medicina Aplicada (URV), Departament de Medicina i Cirurgia, Universitat Rovira i Virgili, Institut d’Investigació Sanitària Pere Virgili, 43005 Tarragona, SpainDepartment of Electronic Engineering, Universitat Rovira i Virgili, Institut d’Investigació Sanitària Pere Virgili, 43007 Tarragona, SpainDepartment of Electronic Engineering, Universitat Rovira i Virgili, Institut d’Investigació Sanitària Pere Virgili, 43007 Tarragona, SpainGrup de Recerca GEMMAIR (AGAUR)-Medicina Aplicada (URV), Departament de Medicina i Cirurgia, Universitat Rovira i Virgili, Institut d’Investigació Sanitària Pere Virgili, 43005 Tarragona, SpainGrup de Recerca GEMMAIR (AGAUR)-Medicina Aplicada (URV), Departament de Medicina i Cirurgia, Universitat Rovira i Virgili, Institut d’Investigació Sanitària Pere Virgili, 43005 Tarragona, SpainThis study investigated the importance of a metabolomic analysis in a complex disease such as nonalcoholic steatohepatitis (NASH) associated with obesity. Using an untargeted metabolomics technique, we studied blood metabolites in 216 morbidly obese women with liver histological diagnosis. A total of 172 patients were diagnosed with nonalcoholic fatty liver disease (NAFLD), and 44 were diagnosed with normal liver (NL). Patients with NAFLD were classified into simple steatosis (<i>n</i> = 66) and NASH (<i>n</i> = 106) categories. A comparative analysis of metabolites levels between NASH and NL demonstrated significant differences in lipid metabolites and derivatives, mainly from the phospholipid group. In NASH, there were increased levels of several phosphatidylinositols and phosphatidylethanolamines, as well as isolated metabolites such as diacylglycerol 34:1, lyso-phosphatidylethanolamine 20:3 and sphingomyelin 38:1. By contrast, there were decreased levels of acylcarnitines, sphingomyelins and linoleic acid. These findings may facilitate identification studies of the main pathogenic metabolic pathways related to NASH and may also have a possible applicability in a panel of metabolites to be used as biomarkers in future algorithms of the disease diagnosis and its follow-up. Further confirmatory studies in groups with different ages and sexes are necessary.https://www.mdpi.com/1422-0067/24/12/9789nonalcoholic fatty liver diseasenonalcoholic steatohepatitismorbid obesitymetabolomicslipidomics
spellingShingle Laia Bertran
Jordi Capellades
Sonia Abelló
Joan Durán-Bertran
Carmen Aguilar
Salomé Martinez
Fàtima Sabench
Xavier Correig
Oscar Yanes
Teresa Auguet
Cristóbal Richart
LC/MS-Based Untargeted Metabolomics Study in Women with Nonalcoholic Steatohepatitis Associated with Morbid Obesity
International Journal of Molecular Sciences
nonalcoholic fatty liver disease
nonalcoholic steatohepatitis
morbid obesity
metabolomics
lipidomics
title LC/MS-Based Untargeted Metabolomics Study in Women with Nonalcoholic Steatohepatitis Associated with Morbid Obesity
title_full LC/MS-Based Untargeted Metabolomics Study in Women with Nonalcoholic Steatohepatitis Associated with Morbid Obesity
title_fullStr LC/MS-Based Untargeted Metabolomics Study in Women with Nonalcoholic Steatohepatitis Associated with Morbid Obesity
title_full_unstemmed LC/MS-Based Untargeted Metabolomics Study in Women with Nonalcoholic Steatohepatitis Associated with Morbid Obesity
title_short LC/MS-Based Untargeted Metabolomics Study in Women with Nonalcoholic Steatohepatitis Associated with Morbid Obesity
title_sort lc ms based untargeted metabolomics study in women with nonalcoholic steatohepatitis associated with morbid obesity
topic nonalcoholic fatty liver disease
nonalcoholic steatohepatitis
morbid obesity
metabolomics
lipidomics
url https://www.mdpi.com/1422-0067/24/12/9789
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