ArticleiScience2022
Quantitative modeling of human liver reveals dysregulation of glycosphingolipid pathways in nonalcoholic fatty liver disease.
Article in iScience, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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Who cites it
16 citing papers in PubMed, 27 citations in OpenAlex.
- Insulin resistance in the 21st century: new takes on an old problem-2025 Diabetes, Diabetes Care, and Diabetologia Expert Forum.Diabetologia · 2026Review
- Patient-specific modeling identifies metabolic interventions for reversing glucose use reprogramming in alcohol-associated hepatitis.Communications biology · 2026Article
- Plasma sphingolipids predict advanced liver fibrosis development in patients with type 2 diabetes.Diabetes, obesity & metabolism · 2025Article
- Personalized Genome-Scale Modeling Reveals Metabolic Perturbations in Fibroblasts of Methylmalonic Aciduria Patients.Journal of inherited metabolic disease · 2025Article
- Μetabolic dysfunction-associated steatotic liver disease: a condition of heterogeneous metabolic risk factors, mechanisms and comorbidities requiring holistic treatment.Nature reviews. Gastroenterology & hepatology · 2025Review
- Lipid metabolism in MASLD and MASH: From mechanism to the clinic.JHEP reports : innovation in hepatology · 2024Review
- Hepatic glucose production rises with the histological severity of metabolic dysfunction-associated steatohepatitis.Cell reports. Medicine · 2024Article
- Review
- Hepatic glucose metabolism in the steatotic liver.Nature reviews. Gastroenterology & hepatology · 2024Review
- Transcriptomics-driven metabolic pathway analysis reveals similar alterations in lipid metabolism in mouse MASH model and human.Communications medicine · 2024Article
- Integrating Omics Data in Genome-Scale Metabolic Modeling: A Methodological Perspective for Precision Medicine.Metabolites · 2023Review
- Multi-Omics Data Integration Reveals Key Variables Contributing to Subgingival Microbiome Dysbiosis-Induced Inflammatory Response in a Hyperglycemic Microenvironment.International journal of molecular sciences · 2023Article
- Genome-Scale Metabolic Modeling Reveals Sequential Dysregulation of Glutathione Metabolism in Livers from Patients with Alcoholic Hepatitis.Metabolites · 2022Article
- Emerging computational paradigms to address the complex role of gut microbial metabolism in cardiovascular diseases.Frontiers in cardiovascular medicine · 2022Review
- Nonalcoholic fatty liver disease stratification by liver lipidomics.Journal of lipid research · 2021Article
- A data-driven approach to decode metabolic dysfunction-associated steatotic liver disease.Annals of hepatologyReview
Corrections and comments
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Authors and funding
15 authors at 9 institutions in 6 countries.
Funding
Abstract
Nonalcoholic fatty liver disease (NAFLD) is an increasingly prevalent disease that is associated with multiple metabolic disturbances, yet the metabolic pathways underlying its progression are poorly understood. Here, we studied metabolic pathways of the human liver across the full histological spectrum of NAFLD. We analyzed whole liver tissue transcriptomics and serum metabolomics data obtained from a large, prospectively enrolled cohort of 206 histologically characterized patients derived from the European NAFLD Registry and developed genome-scale metabolic models (GEMs) of human hepatocytes at different stages of NAFLD. We identified several metabolic signatures in the liver and blood of these patients, specifically highlighting the alteration of vitamins (A, E) and glycosphingolipids, and their link with complex glycosaminoglycans in advanced fibrosis. Furthermore, we derived GEMs and identified metabolic signatures of three common NAFLD-associated gene variants
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.