Evidence map›Paper›PMID 39653778›Full record

ArticleNature medicine2024

Partitioned polygenic risk scores identify distinct types of metabolic dysfunction-associated steatotic liver disease.

Oveis Jamialahmadi, Antonio De Vincentis, Federica Tavaglione, Francesco Malvestiti, Ruifang Li-Gao, Rosellina M Mancina, Marcus Alvarez, Kyla Gelev, Samantha Maurotti, Umberto Vespasiani-Gentilucci and 6 more

Erratum issuedAbstract read
In one paragraph

Article in Nature medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 84 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
84citing papers in PubMed, 1 pooled it
–field-weighted citation impact
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

84 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Trial
  3. Review
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  6. From Single Agents to Synergy: Redefining Therapeutic Strategies in MASLD.International journal of molecular sciences · 2026
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  7. Article
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  13. Autophagy in MASLD: A Metabolic and Precision Medicine Perspective.Liver international : official journal of the International Association for the Study of the Liver · 2026
    Review
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  19. MAFLD/MASLD: Past, Present, and Future.Journal of gastroenterology and hepatology · 2026
    Review
  20. Article

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

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

16 authors.

Oveis JamialahmadiDepartment of Molecular and Clinical Medicine, Institute of Medicine, Sahlgrenska Academy, Wallenberg Laboratory, University of Gothenburg, Gothenburg, Sweden. oveis.jamialahmadi@wlab.gu.se.ORCID 0000-0001-7139-4738
Antonio De VincentisOperative Unit of Internal Medicine, Fondazione Policlinico Universitario Campus Bio-Medico, Rome, Italy.
Federica TavaglioneOperative Unit of Clinical Medicine and Hepatology, Fondazione Policlinico Universitario Campus Bio-Medico, Rome, Italy.ORCID 0000-0002-1720-4355
Francesco MalvestitiDepartment of Pathophysiology and Transplantation, Università degli Studi di Milano, Milan, Italy.ORCID 0000-0002-2430-5883
Ruifang Li-GaoDepartment of Clinical Epidemiology, Leiden University Medical Center, Leiden, the Netherlands.
Rosellina M MancinaDepartment of Molecular and Clinical Medicine, Institute of Medicine, Sahlgrenska Academy, Wallenberg Laboratory, University of Gothenburg, Gothenburg, Sweden.ORCID 0000-0002-1126-3071
Marcus AlvarezDepartment of Human Genetics, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA.ORCID 0000-0002-6369-5028
Kyla GelevDepartment of Human Genetics, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA.
Samantha MaurottiDepartment of Experimental and Clinical Medicine, Magna Graecia University, Catanzaro, Italy.
Umberto Vespasiani-GentilucciOperative Unit of Clinical Medicine and Hepatology, Fondazione Policlinico Universitario Campus Bio-Medico, Rome, Italy.
Frits Richard RosendaalDepartment of Clinical Epidemiology, Leiden University Medical Center, Leiden, the Netherlands.ORCID 0000-0003-2558-7496
Julia KozlitinaThe Eugene McDermott Center for Human Growth and Development, University of Texas Southwestern Medical Center, Dallas, TX, USA.ORCID 0000-0001-7720-2290
Päivi PajukantaDepartment of Human Genetics, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA.ORCID 0000-0002-6423-8056
François PattouService de chirurgie générale et endocrinienne, Centre Hospitalier Universitaire de Lille, Lille, France.
Luca ValentiDepartment of Pathophysiology and Transplantation, Università degli Studi di Milano, Milan, Italy.ORCID 0000-0001-8909-0345
Stefano RomeoDepartment of Molecular and Clinical Medicine, Institute of Medicine, Sahlgrenska Academy, Wallenberg Laboratory, University of Gothenburg, Gothenburg, Sweden. stefano.romeo@ki.se.ORCID 0000-0001-9168-4898

Funding

Multimodal omics approach to identify health to cardiometabolic disease transitionsR01HL170604 · NHLBI · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI Paivi Pajukanta · 2023 to 2026
$2.8M
Methods for Genomic Analysis in Heterogeneous TissuesR01HG010505 · NHGRI · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI HALPERIN, ERAN · 2019 to 2022
$2.6M
Genetics of adipose cell-type expression and cardiometabolic traitsR01DK132775 · NIDDK · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI MOHLKE, KAREN L., PAJUKANTA, PAIVI · 2022 to 2025
$2.4M
Cancerfonden (Swedish Cancer Society) 22 2270 PjEC | Horizon 2020 Framework Programme (EU Framework Programme for Research and Innovation H2020) 777377NHGRI NIH HHS R01 HG010505NHLBI NIH HHS R01 HL170604NIDDK NIH HHS R01 DK132775Vetenskapsrådet (Swedish Research Council) 2023-02079
6 · The paper itself

Abstract

Metabolic dysfunction-associated steatotic liver disease (MASLD) is characterized by an excess of lipids, mainly triglycerides, in the liver and components of the metabolic syndrome, which can lead to cirrhosis and liver cancer. While there is solid epidemiological evidence that MASLD clusters with cardiometabolic disease, several leading genetic risk factors for MASLD do not increase the risk of cardiovascular disease, suggesting no causal relationship between MASLD and cardiometabolic derangement. In this work, we leveraged measurements of visceral adiposity identifying 27 previously unknown genetic loci associated with MASLD (n = 36,394), six replicated in four independent cohorts (n = 3,903). Next, we generated two partitioned polygenic risk scores based on the presence of lipoprotein retention in the liver. The two polygenic risk scores suggest the presence of at least two distinct types of MASLD, one confined to the liver resulting in a more aggressive liver disease and one that is systemic and results in a higher risk of cardiometabolic disease. These findings shed light on the heterogeneity of MASLD and have the potential to improve the prediction of clinical trajectories and inform precision medicine approaches.

Indexed as

Fatty LiverMultifactorial InheritanceAdultCardiovascular DiseasesFemaleGenetic LociGenetic Predisposition to DiseaseGenetic Risk ScoreGenome-Wide Association StudyHumansIntra-Abdominal FatLiverMaleMetabolic SyndromeMiddle AgedRisk FactorsTriglycerides

Identifiers

PMID39653778
PMCPMC11645285

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Registered trials

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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.