Cited by 263Liver Disease Diagnosis and TreatmentMetabolomics and Mass Spectrometry StudiesDiet, Metabolism, and Disease

Metabolomic identification of subtypes of nonalcoholic steatohepatitis

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Alonso, Cristina, Fernández-Ramos, David, Varela-Rey, Marta, Martínez-Arranz, Ibon, Navasa, Nicolás, Van Liempd, Sebastiaan M., Lavín Trueba, José L., Mayo, Rebeca +20 more·2017·Gastroenterology

Abstract

Background & aims Nonalcoholic fatty liver disease (NAFLD) is a consequence of defects in diverse metabolic pathways that involve hepatic accumulation of triglycerides. Features of these aberrations might determine whether NAFLD progresses to nonalcoholic steatohepatitis (NASH). We investigated whether the diverse defects observed in patients with NAFLD are caused by different NAFLD subtypes with specific serum metabolomic profiles, and whether these can distinguish patients with NASH from patients with simple steatosis.Methods We collected liver and serum from methionine adenosyltransferase 1a knockout (MAT1A-KO) mice, which have chronically low levels of hepatic S-adenosylmethionine (SAMe) and spontaneously develop steatohepatitis, as well as C57Bl/6 mice (controls); the metabolomes of all samples were determined. We also analyzed serum metabolomes of 535 patients with biopsy-proven NAFLD (353 with simple steatosis and 182 with NASH) and compared them with serum metabolomes of mice. MAT1A-KO mice were also given SAMe (30 mg/kg/day for 8 weeks); liver samples were collected and analyzed histologically for steatohepatitis.Results Livers of MAT1A-KO mice were characterized by high levels of triglycerides, diglycerides, fatty acids, ceramides, and oxidized fatty acids, as well as low levels of SAMe and downstream metabolites. There was a correlation between liver and serum metabolomes. We identified a serum metabolomic signature associated with MAT1A-KO mice that also was present in 49% of the patients; based on this signature, we identified 2 NAFLD subtypes. We identified specific panels of markers that could distinguish patients with NASH from patients with simple steatosis for each subtype of NAFLD. Administration of SAMe reduced features of steatohepatitis in MAT1A-KO mice.Conclusions In an analysis of serum metabolomes of patients with NAFLD and MAT1A-KO mice with steatohepatitis, we identified 2 major subtypes of NAFLD and markers that differentiate steatosis from NASH in each subtype. These might be used to monitor disease progression and identify therapeutic targets for patients.

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Crossref · 10.1053/j.gastro.2017.01.015

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  • PC and LPC, particularly PC(22:0, 20:4) and LPC(16:0,18:0), were found to be reduced in several studies, while LPC (16:0, 16:1, 18:1, 20:0, 20:1) were increased in others or increased in MASL and reduced in MASH.

    “In fact, PC and LPC, particularly PC(22:0, 20:4) and LPC(16:0,18:0), were found to be reduced in several studies,107,109,110,112 while LPC (16:0, 16:1, 18:1, 20:0, 20:1) were increased in others102,108,111,113 or increased in MASL and reduced in MASH.94”

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References 37 · Cited by 263

Authors
Alonso, C., Fernández-Ramos, D., Varela-Rey, M., Martínez-Arranz, I., Navasa, N., Van Liempd, S. M., Lavín Trueba, J. L., Mayo, R., Ilisso, C. P., de Juan, V. G., Iruarrizaga-Lejarreta, M., delaCruz-Villar, L., Mincholé, I., Robinson, A., Crespo, J., Martín-Duce, A., Romero-Gómez, M., Sann, H., Platon, J., Van Eyk, J., Aspichueta, P., Noureddin, M., Falcón-Pérez, J. M., Anguita, J., Aransay, A. M., Martínez-Chantar, M. L., Lu, S. C., & Mato, J. M.
Affiliations
  • Euskadiko Parke Teknologikoa (ES)
  • CIC bioGUNE (ES)
  • Cedars-Sinai Medical Center (US)
  • Marqués de Valdecilla University Hospital (ES)
  • Abbott (Germany) (DE)
  • Abbott (Switzerland) (CH)
  • University of the Basque Country (ES)
Corresponding author
Mato, José M.
Venue
Gastroenterology
Publisher
Elsevier BV
Published
2017-05
Volume
152
Issue
6
Pages
1449-1461.e7
ISSN
0016-5085 (ISSN-L)
OpenAlex
W2581693313
Cited by
263
References
37
Citations by year
2026: 3 · 2025: 24 · 2024: 34 · 2023: 25 · 2022: 33 · 2021: 32 · 2020: 46 · 2019: 29 · 2018: 28 · 2017: 9
FWCI
24.00
Type
journal article
Language
en
Open access
Locations
  • Gastroenterology (publishedVersion)
  • PubMed (publishedVersion)
  • Europe PMC (PubMed Central) (acceptedVersion)
  • PubMed Central (acceptedVersion)
  • RISalud Institutional Health Repository of Andalucía (submittedVersion, other-oa)
  • LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas) (submittedVersion, other-oa)
  • eScholarship (California Digital Library) (submittedVersion)
Funders
  • Abbott Laboratories
  • Eusko Jaurlaritza
  • National Institutes of Health
  • National Institute of Diabetes and Digestive and Kidney Diseases (P30DK048522, T32DK007202)
  • National Center for Complementary and Integrative Health (R01AT001576)
Topics
  • Health Sciences › Medicine › Epidemiology › Liver Disease Diagnosis and Treatment
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Metabolomics and Mass Spectrometry Studies
  • Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diet, Metabolism, and Disease
Keywords
nonalcoholic steatohepatitis, non-alcoholic fatty liver disease, simple steatosis, S-adenosylmethionine, hepatic triglycerides, ceramide, oxidized fatty acids, disease progression biomarkers
MeSH terms
Adult, Animals, Ceramides, Diglycerides, Fatty Acids, Female, Humans, Male, Methionine Adenosyltransferase, Mice, Inbred C57BL, Middle Aged, S-Adenosylmethionine, Triglycerides, Biomarkers, Mice, Knockout, Lipid Metabolism, Mice, Metabolome, Non-alcoholic Fatty Liver Disease

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