Evidence mapPaperPMID 41783363Full record

ArticleJHEP reports : innovation in hepatology2026

Non-invasive tests to guide hepatocellular carcinoma surveillance.

Jan Embacher, Katharina Remih, Carolin Victoria Schneider, Mathias Jachs, Lorenz Balcar, Paul Thöne, Christian Sebesta, Nina Dominik, Georg Kramer, Benedikt Silvester Hofer and 9 more

Abstract read
In one paragraph

Article in JHEP reports : innovation in hepatology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

19 authors.

Jan EmbacherDivision of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria.
Katharina RemihMedical Clinic III, Gastroenterology, Metabolic Diseases and Intensive Care, University, Hospital RWTH Aachen, Health Care Provider of the European Reference Network on Rare Liver Disorders (ERN RARE LIVER), Aachen, Germany.
Carolin Victoria SchneiderMedical Clinic III, Gastroenterology, Metabolic Diseases and Intensive Care, University, Hospital RWTH Aachen, Health Care Provider of the European Reference Network on Rare Liver Disorders (ERN RARE LIVER), Aachen, Germany.
Mathias JachsDivision of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria.
Lorenz BalcarDivision of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria.
Paul ThöneDivision of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria.
Christian SebestaDivision of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria.
Nina DominikDivision of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria.
Georg KramerDivision of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria.
Benedikt Silvester HoferDivision of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria.
Lukas HartlDivision of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria.
Benedikt SimbrunnerDivision of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria.
Bernhard ScheinerDivision of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria.
Matthias PinterDivision of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria.
Michael TraunerDivision of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria.
Thomas ReibergerDivision of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria.
Pavel StrnadMedical Clinic III, Gastroenterology, Metabolic Diseases and Intensive Care, University, Hospital RWTH Aachen, Health Care Provider of the European Reference Network on Rare Liver Disorders (ERN RARE LIVER), Aachen, Germany.
Georg SemmlerDivision of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria.
Mattias MandorferDivision of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background & Aims: Current guidelines recommend hepatocellular carcinoma (HCC) surveillance for patients with cirrhosis, though guidance on the use of non-invasive tests is lacking. Patients with compensated advanced chronic liver disease, defined non-invasively by liver stiffness measurement (LSM) ≥10 kPa, are at increased risk of hepatic decompensation and HCC. Although a fibrosis-4 (FIB-4) score ≥1.75 aligns with LSM ≥10 kPa in tertiary care, its utility for guiding HCC surveillance remains unclear. This study assessed the accuracy of FIB-4 Methods: We retrospectively analyzed 6,143 patients with suspected chronic liver disease undergoing FIB-4 and LSM between 2007 and 2020 in Vienna. External validation was performed in participants from the UK Biobank with pre-existing liver disease. Patients were stratified by FIB-4 cut-offs (1.75 and 2.67) and corresponding LSM thresholds (10 kPa and 15 kPa). Results: FIB-4 predicted Conclusions: FIB-4 (≥1.75 and >2.67) shows similar ability to predict HCC development as LSM (≥10 kPa and ≥15 kPa) in tertiary care and population-based cohorts. FIB-4 may serve as a practical tool to guide HCC surveillance. Impact and implications: This study addresses the need for easily accessible non-invasive tools to stratify hepatocellular carcinoma risk in patients with (suspected) chronic liver disease and shows that the universally available fibrosis-4 (FIB-4) score performs comparably to liver stiffness measurement (LSM) across clinically relevant thresholds. FIB-4 ≥1.75 or LSM ≥10 kPa identify patients at risk, although thresholds of >2.67 or ≥15 kPa may be required for cost-effectiveness beyond a specialist setting. In clinical practice, physicians may use FIB-4 to guide hepatocellular carcinoma surveillance where LSM is unavailable. Researchers and policymakers can leverage these findings to develop risk-adapted surveillance strategies.

Indexed as

Compensated Advanced Chronic Liver DiseaseFIB-4Hepatocellular carcinomaNon-Invasive Test

Identifiers

PMID41783363
PMCPMC12955641

What Socratic holds

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LicenceCC BY-NC-ND
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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 Socratic graph.