Evidence mapPaperPMID 41870035Full record

ArticleeLife2026

Global molecular landscape of early MASLD progression in human obesity.

Qing Zhao, William De Nardo, Ruoyu Wang, Yi Zhong, Umur Keles, Gabriele Sakalauskaite, Li Na Zhao, Huiyi Tay, Sonia Youhanna, Mengchao Yan and 11 more

Abstract read
In one paragraph

Article in eLife, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
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

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

21 authors.

Qing Zhao *Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.ORCID https://orcid.org/0000-0003-1038-1209
William De Nardo *Department of Anatomy and Physiology, School of Biomedical Sciences, Faculty of Medicine Dentistry and Health Sciences, University of Melbourne, Melbourne, Australia.
Ruoyu Wang *Department of Hepatology, The First Hospital of Hunan University of Chinese Medicine, Changsha, China.
Yi ZhongDepartment of Physiology and Pharmacology and Centre of Molecular Medicine, Karolinska Institutet, Stockholm, Sweden.
Umur KelesDepartment of Clinical Sciences Malmö and Lund University Diabetes Centre (LUDC), Lund University, Clinical Research Centre (CRC), Malmö, Sweden.
Gabriele SakalauskaiteDepartment of Clinical Sciences Malmö and Lund University Diabetes Centre (LUDC), Lund University, Clinical Research Centre (CRC), Malmö, Sweden.ORCID https://orcid.org/0009-0002-5066-6663
Li Na ZhaoDepartment of Clinical Sciences Malmö and Lund University Diabetes Centre (LUDC), Lund University, Clinical Research Centre (CRC), Malmö, Sweden.ORCID https://orcid.org/0000-0001-6552-0929
Huiyi TayDepartment of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
Sonia YouhannaDepartment of Physiology and Pharmacology and Centre of Molecular Medicine, Karolinska Institutet, Stockholm, Sweden.
Mengchao YanDr. Margarete Fischer-Bosch-Institute of Clinical Pharmacology, Stuttgart, Germany.
Ye XieDr. Margarete Fischer-Bosch-Institute of Clinical Pharmacology, Stuttgart, Germany.
Youngrae KimDepartment of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
Sungdong LeeDepartment of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.ORCID https://orcid.org/0000-0003-0655-5050
Rachel Liyu LimDepartment of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
Guoshou TeoDepartment of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.ORCID https://orcid.org/0000-0003-3891-1494
Pradeep NarayanaswamySCIEX, R&D, Singapore, Singapore.
Paul R BurtonDepartment of Surgery, School of Translational Medicine, Monash University, Melbourne, Australia.
Volker M LauschkeDepartment of Physiology and Pharmacology and Centre of Molecular Medicine, Karolinska Institutet, Stockholm, Sweden.ORCID https://orcid.org/0000-0002-1140-6204
Hyungwon ChoiDepartment of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.ORCID https://orcid.org/0000-0002-6687-3088
Matthew J WattDepartment of Anatomy and Physiology, School of Biomedical Sciences, Faculty of Medicine Dentistry and Health Sciences, University of Melbourne, Melbourne, Australia.
Philipp KaldisDepartment of Clinical Sciences Malmö and Lund University Diabetes Centre (LUDC), Lund University, Clinical Research Centre (CRC), Malmö, Sweden.ORCID https://orcid.org/0000-0002-7247-7591

Funding

Crafoord Foundation Ref. No. 20220628IngaBritt och Arne Lundbergs Forskningsstiftelse LU2020-0013Innovative Medicines Initiative 2 Joint Undertaking 875510Knut and Alice Wallenberg Foundation VC-2021-0026National Health and Medical Research Council of Australia APP1162511National Medical Research Council CG21APR1008National Research Foundation and Agency for Science, Technology and Research I1901E0040Novo Nordisk Foundation NNF24OC0092365Novo Nordisk Pioneer Innovator Grant NNF23OC0085944Ruth och Richard Julins Foundation for Gastroenterology 2021-00158SciLifeLab and Wallenberg National Program for Data-Driven Life Science WASPDDLS22:006Singapore Ministry of Education T2EP202121-0016Singapore Ministry of Education T2EP20223-0010Stiftelsen Längmanska Kulturfonden BA21-0148Swedish Cancer Society Cancerfonden 21-1566PjSwedish Cancer Society Cancerfonden 24-3605PjSwedish Foundation for Strategic Research Dnr IRC15-0067Swedish Research Council 2021-01331Swedish Research Council 2021-02801Swedish Research Council 2023-03015Swedish Research Council, Strategic Research Area EXODIAB Dnr 2009-1039the Crafoord Foundation Ref. No. 20210516the Crafoord Foundation Ref. No. 20220582
6 · The paper itself

Abstract

Metabolic dysfunction-associated steatotic liver disease (MASLD) is often asymptomatic early on but can progress to irreversible conditions like cirrhosis. Due to limited access to human liver biopsies, systematic and integrative molecular resources remain scarce. In this study, we performed transcriptomic analyses on liver and metabolomic analyses on liver and plasma samples from morbidly obese individuals without liver pathology or at early-stage MASLD. While the plasma metabolomic profile did not fully mirror liver histological features, dual-omics integration of liver samples revealed significantly remodeled lipid and amino acid metabolism pathways. Integrative network analysis uncoupled metabolic remodeling and gene expression as independent features of hepatic steatosis and fibrosis progression, respectively. Notably, GTPases and their regulators emerged as a novel class of genes linked to early liver fibrosis. This study offers a detailed molecular landscape of early MASLD in obesity and highlights potential targets of obesity-linked liver fibrosis.

Indexed as

Fatty LiverObesityObesity, MorbidAdultDisease ProgressionFemaleGene Expression ProfilingHumansLipid MetabolismLiverLiver CirrhosisMalecomputational biologyfatty liver diseasefibrosisGTPase signalinghumanlipid metabolismmedicinemetabolic dysfunction-associated steatotic liver diseaseobesitysystems biology

Identifiers

PMID41870035
PMCPMC13008360

What Socratic holds

Textmetadata
LicenceCC BY
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.