Evidence map›Paper›PMID 34710482›Full record

ArticleJournal of hepatology2022

Distinct contributions of metabolic dysfunction and genetic risk factors in the pathogenesis of non-alcoholic fatty liver disease.

Panu K Luukkonen, Sami Qadri, Noora Ahlholm, Kimmo Porthan, Ville Männistö, Henna Sammalkorpi, Anne K Penttilä, Antti Hakkarainen, Tiina E Lehtimäki, Melania Gaggini and 8 more

Open access · greenAbstract read
In one paragraph

Article in Journal of hepatology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 91 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
91citing papers in PubMed, 1 pooled it
17.8field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

91 citing papers in PubMed, 1 synthesis or guideline pooled it, 156 citations in OpenAlex.

  1. Pooled it
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  7. [Precise clinical classification of metabolic associated fatty liver disease].Zhonghua gan zang bing za zhi = Zhonghua ganzangbing zazhi = Chinese journal of hepatology · 2026
    Review
  8. Article
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  10. Article
  11. Article
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  13. JHEP reports : innovation in hepatology · 2026
    Article
  14. Article
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  16. Article
  17. Gene-based therapies for steatotic liver disease.Molecular therapy : the journal of the American Society of Gene Therapy · 2025
    Review
  18. Article
  19. Article
  20. Article

31 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

18 authors at 5 institutions in 5 countries.

Panu K LuukkonenDepartment of Internal Medicine, Yale University, New Haven, CT, USA; Department of Medicine, University of Helsinki and Helsinki University Hospital, Finland; Minerva Foundation Institute for Medical Research, Helsinki, Finland. Electronic address: panu.luukkonen@yale.edu.
Sami QadriDepartment of Medicine, University of Helsinki and Helsinki University Hospital, Finland; Minerva Foundation Institute for Medical Research, Helsinki, Finland.
Noora AhlholmDepartment of Medicine, University of Helsinki and Helsinki University Hospital, Finland; Minerva Foundation Institute for Medical Research, Helsinki, Finland.
Kimmo PorthanDepartment of Medicine, University of Helsinki and Helsinki University Hospital, Finland; Minerva Foundation Institute for Medical Research, Helsinki, Finland.
Ville MännistöDepartment of Medicine, University of Eastern Finland and Kuopio University Hospital, Kuopio, Finland.
Henna SammalkorpiDepartment of Abdominal Surgery, Abdominal Center, University of Helsinki and Helsinki University Hospital, Finland.
Anne K PenttiläDepartment of Abdominal Surgery, Abdominal Center, University of Helsinki and Helsinki University Hospital, Finland.
Antti HakkarainenDepartment of Radiology, HUS Medical Imaging Center, University of Helsinki and Helsinki University Hospital, Finland; Department of Neuroscience and Biomedical Engineering, Aalto University School of Science, Espoo, Finland.
Tiina E LehtimäkiDepartment of Radiology, HUS Medical Imaging Center, University of Helsinki and Helsinki University Hospital, Finland.
Melania GagginiInstitute of Clinical Physiology, CNR, Pisa, Italy.
Amalia GastaldelliInstitute of Clinical Physiology, CNR, Pisa, Italy.
Mika Ala-KorpelaComputational Medicine, Faculty of Medicine, University of Oulu and Biocenter Oulu, Finland; Center for Life Course Health Research, Faculty of Medicine, University of Oulu, Oulu, Finland; University of Eastern Finland, Kuopio, Finland; NMR Metabolomics Laboratory, School of Pharmacy, University of Eastern Finland and Kuopio University Hospital, Kuopio, Finland.
Marju Orho-MelanderDepartment of Clinical Sciences, Diabetes and Endocrinology, University Hospital Malmö, Lund University, Malmö, Sweden.
Johanna ArolaDepartment of Pathology, University of Helsinki and Helsinki University Hospital, Finland.
Anne JuutiDepartment of Abdominal Surgery, Abdominal Center, University of Helsinki and Helsinki University Hospital, Finland.
Jussi PihlajamäkiInstitute of Public Health and Clinical Nutrition, University of Eastern Finland and Kuopio University Hospital, Kuopio, Finland; Department of Medicine, Endocrinology and Clinical Nutrition, University of Eastern Finland and Kuopio University Hospital, Kuopio, Finland.
Leanne HodsonOxford Centre for Diabetes, Endocrinology and Metabolism, University of Oxford & NIHR Oxford Biomedical Research Centre, Oxford University Hospitals Foundation Trust, UK.
Hannele Yki-JärvinenDepartment of Medicine, University of Helsinki and Helsinki University Hospital, Finland; Minerva Foundation Institute for Medical Research, Helsinki, Finland. Electronic address: hannele.yki-jarvinen@helsinki.fi.
University of Helsinki · FIUniversity of Eastern Finland · FIIstituto di Fisiologia Clinica · ITLund University · SEUniversity of Oxford · GB

Funding

British Heart Foundation FS/15/56/31645British Heart Foundation FS/SBSRF/21/31013
6 · The paper itself

Abstract

BACKGROUND &

aimsThere is substantial inter-individual variability in the risk of non-alcoholic fatty liver disease (NAFLD). Part of which is explained by insulin resistance (IR) ('MetComp') and part by common modifiers of genetic risk ('GenComp'). We examined how IR on the one hand and genetic risk on the other contribute to the pathogenesis of NAFLD.

methodsWe studied 846 individuals: 492 were obese patients with liver histology and 354 were individuals who underwent intrahepatic triglyceride measurement by proton magnetic resonance spectroscopy. A genetic risk score was calculated using the number of risk alleles in PNPLA3, TM6SF2, MBOAT7, HSD17B13 and MARC1. Substrate concentrations were assessed by serum NMR metabolomics. In subsets of participants, non-esterified fatty acids (NEFAs) and their flux were assessed by D

resultsWe found that substrate surplus (increased concentrations of 28 serum metabolites including glucose, glycolytic intermediates, and amino acids; increased NEFAs and their flux; increased DNL) characterized the 'MetComp'. In contrast, the 'GenComp' was not accompanied by any substrate excess but was characterized by an increased hepatic mitochondrial redox state, as determined by serum β-hydroxybutyrate/acetoacetate ratio, and inhibition of hepatic pathways dependent on tricarboxylic acid cycle activity, such as DNL. Serum β-hydroxybutyrate/acetoacetate ratio correlated strongly with all histological features of NAFLD. IR and hepatic mitochondrial redox state conferred additive increases in histological features of NAFLD.

conclusionsThese data show that the mechanisms underlying 'Metabolic' and 'Genetic' components of NAFLD are fundamentally different. These findings may have implications with respect to the diagnosis and treatment of NAFLD. LAY SUMMARY: The pathogenesis of non-alcoholic fatty liver disease can be explained in part by a metabolic component, including obesity, and in part by a genetic component. Herein, we demonstrate that the mechanisms underlying these components are fundamentally different: the metabolic component is characterized by hepatic oversupply of substrates, such as sugars, lipids and amino acids. In contrast, the genetic component is characterized by impaired hepatic mitochondrial function, making the liver less able to metabolize these substrates.

Indexed as

AdultBiopsyFemaleFinlandHumansLiverMaleMetabolic DiseasesMiddle AgedNon-alcoholic Fatty Liver DiseaseObesityRisk Factorsadipose tissue lipolysisde novo lipogenesishepatic mitochondrial redox stateHSD17B13insulin resistanceMARC1MBOAT7metabolomicsPNPLA3TM6SF2

Identifiers

PMID34710482
PMCPMC8852745
OpenAlexW3211136577

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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 Socratic graph.