Evidence map›Paper›PMID 40541300›Full record

ArticleGut2025

Non-invasive risk-based surveillance of hepatocellular carcinoma in patients with metabolic dysfunction-associated steatotic liver disease.

Jimmy Che-To Lai, Boyu Yang, Hye Won Lee, Huapeng Lin, Emmanuel A Tsochatzis, Salvatore Petta, Elisabetta Bugianesi, Masato Yoneda, Ming-Hua Zheng, Hannes Hagström and 30 more

Abstract readMulticenter Study
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In one paragraph

Article in Gut, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.

0numbers the graph read from it
0cells of the map it votes in
21citing 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

21 citing papers in PubMed.

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  9. Non-invasive tests to guide hepatocellular carcinoma surveillance.JHEP reports : innovation in hepatology · 2026
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

40 authors.

Jimmy Che-To Lai *Medical Data Analytics Centre, Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, Hong Kong.ORCID 0000-0002-5749-1598
Boyu Yang *Medical Data Analytics Centre, Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, Hong Kong.
Hye Won Lee *Department of Internal Medicine, Institute of Gastroenterology, Yonsei University College of Medicine, Seoul, Korea.ORCID 0000-0002-3552-3560
Huapeng LinDepartment of Gastroenterology and Hepatology, School of Medicine, Shanghai Jiao Tong University, Shanghai, People's Republic of China.ORCID 0009-0008-5839-2891
Emmanuel A TsochatzisUniversity College London Institute for Liver and Digestive Health, Royal Free Hospital and UCL, London, UK.
Salvatore PettaSezione di Gastroenterologia, Di.Bi.M.I.S, University of Palermo, Palermo, Italy.ORCID 0000-0002-0822-9673
Elisabetta BugianesiDepartment of Medical Sciences, Division of Gastroenterology and Hepatology, A.O. Città della Salute e della Scienza di Torino, University of Turin, Torino, Italy.ORCID 0000-0002-0502-4381
Masato YonedaDepartment of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Yokohama, Japan.
Ming-Hua ZhengMAFLD Research Center, Department of Hepatology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China.ORCID 0000-0003-4984-2631
Hannes HagströmDepartment of Medicine, Huddinge, Karolinska Institutet, Stockholm, Sweden.ORCID 0000-0002-8474-1759
Jerome BoursierHepato-Gastroenterology and Digestive Oncology Department, Angers University Hospital, Angers, France.ORCID 0000-0002-7282-1436
Jose Luis CallejaDepartment of Gastroenterology and Hepatology, Hospital Universitario Puerta de Hierro Majadahonda, Madrid, Spain.ORCID 0000-0002-2265-6591
George Boon-Bee GohDepartment of Gastroenterology and Hepatology, Singapore General Hospital, Singapore.
Wah-Kheong ChanGastroenterology and Hepatology Unit, Department of Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia.
Rocìo Gallego-DurànDigestive Diseases Unit and CIBERehd, Virgen del Rocío University Hospital, Seville, Spain.
Arun J SanyalStravitz-Sanyal Institute for Liver Disease and Metabolic Health, Virginia Commonwealth University School of Medicine, Richmond, Virginia, USA.
Victor de LédinghenEchosens, Paris, France.
Philip Noel NewsomeRoger Williams Institute of Liver Studies, Faculty of Life Sciences and Medicine, King's College London, the Foundation of Liver Research, and King's College Hospital, London, UK.ORCID 0000-0001-6085-3652
Jian-Gao FanDepartment of Gastroenterology, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai Key Lab of Pediatric Gastroenterology and Nutrition, Shanghai, China.
Laurent CasteraUniversité Paris Cité, UMR1149 (CRI), INSERM, Paris, France; Service d'Hépatologie, Hôpital Beaujon, Assistance Publique-Hôpitaux de Paris (AP-HP), Clichy, France.ORCID 0000-0002-6715-8588
Michelle LaiDivision of Gastroenterology & Hepatology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA.
Céline Fournier-PoizatEchosens, Paris, France.
Grace Lai-Hung WongMedical Data Analytics Centre, Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, Hong Kong.ORCID 0000-0002-2863-9389
Grazia PennisiSezione di Gastroenterologia, Di.Bi.M.I.S, University of Palermo, Palermo, Italy.ORCID 0000-0001-9518-4751
Angelo ArmandiDepartment of Medical Sciences, Division of Gastroenterology and Hepatology, A.O. Città della Salute e della Scienza di Torino, University of Turin, Torino, Italy.ORCID 0000-0002-7245-4445
Atsushi NakajimaDepartment of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Yokohama, Japan.
Wen-Yue LiuDepartment of Endocrinology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China.
Ying ShangDepartment of Medicine, Huddinge, Karolinska Institutet, Stockholm, Sweden.ORCID 0000-0002-1496-1799
Marc de Saint-LoupHepato-Gastroenterology and Digestive Oncology Department, Angers University Hospital, Angers, France.
Elba LlopDepartment of Gastroenterology and Hepatology, Hospital Universitario Puerta de Hierro Majadahonda, Madrid, Spain.
Kevin Kim Jun TehDepartment of Gastroenterology and Hepatology, Singapore General Hospital, Singapore.
Carmen Lara-RomeroDigestive Diseases Unit and CIBERehd, Virgen del Rocío University Hospital, Seville, Spain.
Amon AsgharpourStravitz-Sanyal Institute for Liver Disease and Metabolic Health, Virginia Commonwealth University School of Medicine, Richmond, Virginia, USA.
Sara MahgoubNational Institute for Health Research, Biomedical Research Centre, University Hospitals Birmingham NHS Foundation Trust and the University of Birmingham, Birmingham, UK.
Mandy Sau-Wai ChanEchosens, Paris, France.
Clemence M CanivetHepato-Gastroenterology and Digestive Oncology Department, Angers University Hospital, Angers, France.ORCID 0000-0002-1699-0278
Manuel Romero-GómezDigestive Diseases Unit and CIBERehd, Virgen del Rocío University Hospital, Seville, Spain.ORCID 0000-0001-8494-8947
Seung Up KimDepartment of Internal Medicine, Institute of Gastroenterology, Yonsei University College of Medicine, Seoul, Korea tcfyip@cuhk.edu.hk ksukorea@yuhs.ac wongv@cuhk.edu.hk.ORCID 0000-0002-9658-8050
Vincent Wai-Sun WongMedical Data Analytics Centre, Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, Hong Kong tcfyip@cuhk.edu.hk ksukorea@yuhs.ac wongv@cuhk.edu.hk.ORCID 0000-0003-2215-9410
Terry Cheuk-Fung YipMedical Data Analytics Centre, Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, Hong Kong tcfyip@cuhk.edu.hk ksukorea@yuhs.ac wongv@cuhk.edu.hk.ORCID 0000-0002-1819-2464

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMetabolic dysfunction-associated steatotic liver disease (MASLD) affects over 30% of the general population and is the fastest growing cause of hepatocellular carcinoma (HCC). Current guidelines recommend HCC surveillance in patients with cirrhosis when annual HCC incidence exceeds 1% without specifying the role of non-invasive tests in patient selection.

objectiveTo define non-invasive test thresholds to select patients with MASLD for HCC surveillance.

designA multicentre longitudinal study of adults with MASLD from 16 tertiary centres in the USA, Europe and Asia between February 2004 and January 2023. Primary outcome was incident HCC.

results12 950 patients had Fibrosis-4 index (FIB-4) and liver stiffness measurement (LSM) (mean age 51.7 years; 41.1% male). At a median follow-up of 47.7 (IQR 23.3-72.3) months, 109 (0.8%) developed HCC. FIB-4 was below the low cut-off (<1.3 if aged <65 years and <2.0 if aged ≥65 years), between the low cut-off and <2.67, 2.67 to <3.25, and ≥3.25 in 66.3%, 23.9%, 3.4% and 6.4% of patients; the corresponding annual HCC incidence was 0.07%, 0.17%, 0.77% and 1.18%. As a stand-alone test, the annual HCC incidence exceeded 0.2% for LSM ≥10 kPa and 1% for LSM ≥20 kPa. If LSM was performed as a second step only among patients with FIB-4 above the low cut-off, the annual HCC incidence exceeded 0.2% for LSM ≥10 kPa and 1% for LSM ≥15 kPa.

conclusionHCC surveillance should be offered to patients with MASLD with FIB-4 ≥3.25 or LSM ≥20 kPa. When a two-step approach is adopted, LSM ≥15 kPa in patients with increased FIB-4 predicts a high HCC risk.

Indexed as

Carcinoma, HepatocellularFatty LiverLiver NeoplasmsAdultAgedElasticity Imaging TechniquesFemaleHumansIncidenceLiver CirrhosisLongitudinal StudiesMaleMiddle AgedRisk AssessmentRisk FactorsFATTY LIVERHEPATOCELLULAR CARCINOMASURVEILLANCE

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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.