Evidence map›Paper›PMID 41951276›Full record

ArticleJHEP reports : innovation in hepatology2026

A liver gene signature links liver cancer risk in chronic viral hepatitis to intrahepatic IgA plasma cells.

Nicolaas Van Renne, Fleur Ballet, Stijn Van Hees, Bart Cuypers, Arno Furquim d'Almeida, Axelle Vanderlinden, Pieter Meysman, Jordan J Feld, Paloma Sangro Del Alcázar, Stefan Bourgeois and 14 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.

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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

24 authors.

Nicolaas Van RenneViral Hepatitis Research Group, Laboratory of Experimental Medicine and Pediatrics, Antwerp University, Antwerp, Belgium.
Fleur BalletViral Hepatitis Research Group, Laboratory of Experimental Medicine and Pediatrics, Antwerp University, Antwerp, Belgium.
Stijn Van HeesViral Hepatitis Research Group, Laboratory of Experimental Medicine and Pediatrics, Antwerp University, Antwerp, Belgium.
Bart CuypersDepartment of Biomedical Sciences, Institute of Tropical Medicine, Antwerp, Belgium; Department of Computer Science, University of Antwerp, Antwerp, Belgium.
Arno Furquim d'AlmeidaViral Hepatitis Research Group, Laboratory of Experimental Medicine and Pediatrics, Antwerp University, Antwerp, Belgium.
Axelle VanderlindenViral Hepatitis Research Group, Laboratory of Experimental Medicine and Pediatrics, Antwerp University, Antwerp, Belgium.
Pieter MeysmanDepartment of Computer Science, University of Antwerp, Antwerp, Belgium.
Jordan J FeldToronto Center for Liver Disease, Toronto General Hospital, University Health Network, Toronto, Canada.
Paloma Sangro Del AlcázarLiver Unit and HPB Oncology Area, Clínica Universidad de Navarra and CIBEREHD, Pamplona, Spain.
Stefan BourgeoisDepartment of Gastroenterology and Hepatology, Antwerp University Hospital, Antwerp, Belgium; Department of Gastroenterology and Hepatology, ZNA Stuivenberg, Antwerp, Belgium.
Dirk SprengersDepartment of Gastroenterology and Hepatology, GZA Antwerp, Antwerp, Belgium.
Geert RobaeysHasselt University, Faculty of Health and LIfe Sciences, Hasselt, Belgium.
Luisa VonghiaViral Hepatitis Research Group, Laboratory of Experimental Medicine and Pediatrics, Antwerp University, Antwerp, Belgium; Department of Gastroenterology and Hepatology, Antwerp University Hospital, Antwerp, Belgium; European Reference Network RARE-LIVER, United Kingdom.
Peter MichielsenViral Hepatitis Research Group, Laboratory of Experimental Medicine and Pediatrics, Antwerp University, Antwerp, Belgium; Department of Gastroenterology and Hepatology, Antwerp University Hospital, Antwerp, Belgium; European Reference Network RARE-LIVER, United Kingdom.
Sven FrancqueViral Hepatitis Research Group, Laboratory of Experimental Medicine and Pediatrics, Antwerp University, Antwerp, Belgium; Department of Gastroenterology and Hepatology, Antwerp University Hospital, Antwerp, Belgium; European Reference Network RARE-LIVER, United Kingdom.
Bruno SangroLiver Unit and HPB Oncology Area, Clínica Universidad de Navarra and CIBEREHD, Pamplona, Spain.
Owen CainDepartment of Cellular Pathology, University Hospitals Birmingham, United Kingdom.
Ahmed M ElsharkawyNIHR Birmingham Biomedical Research Centre, University Hospitals Birmingham, United Kingdom; Liver Unit, Queen Elizabeth Hospital Birmingham, Birmingham, United Kingdom.
Rob De ManDepartment of Gastroenterology and Hepatology, Erasmus Medical Center Rotterdam, the Netherlands.
Andre BoonstraDepartment of Gastroenterology and Hepatology, Erasmus Medical Center Rotterdam, the Netherlands.
Harry L A JanssenDepartment of Gastroenterology and Hepatology, Erasmus Medical Center Rotterdam, the Netherlands; Toronto Center for Liver Disease, Toronto General Hospital, University Health Network, Toronto, Canada.
Ann DriessenDepartment of Pathology, Antwerp University Hospital, Antwerp, Belgium; European Reference Network RARE-LIVER, United Kingdom.
Kris LaukensDepartment of Computer Science, University of Antwerp, Antwerp, Belgium.
Thomas VanwolleghemViral Hepatitis Research Group, Laboratory of Experimental Medicine and Pediatrics, Antwerp University, Antwerp, Belgium; Department of Gastroenterology and Hepatology, Antwerp University Hospital, Antwerp, Belgium; Department of Gastroenterology and Hepatology, Erasmus Medical Center Rotterdam, the Netherlands; European Reference Network RARE-LIVER, United Kingdom. Electronic address: thomas.Vanwolleghem@uantwerpen.be.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

BACKGROUND &

aimsChronic viral hepatitis remains a leading cause of liver cancer-related mortality worldwide. We aimed to identify genetic markers associated with hepatocellular carcinoma (HCC) risk in precancerous liver biopsies from patients with chronic HBV or HCV infection.

methodsWe conducted a multicenter nested case-control study including biopsied patients with chronic viral hepatitis from eight hospitals across Europe and Canada. Cases developed HCC a median of 7.1 years (range 1.5-26.8) after baseline liver biopsy, irrespective of antiviral treatment initiation, and were matched to controls by age, sex, infecting virus, fibrosis stage, and follow-up duration. A semi-supervised machine-learning approach was applied to liver RNA sequencing data, with de novo HCC development as the outcome. Immunohistochemistry and serum analyses were performed on available samples.

resultsA 557-gene signature was derived from 106 high-quality liver transcriptome profiles and stratified patients by HCC risk in both the training cohort (p = 3.918 × 10

conclusionsA 557-gene liver transcriptomic signature, including IgA plasma cell-related transcripts, identified in pretreatment liver biopsies from patients with chronic HBV or HCV infection, is associated with future HCC risk. IMPACT AND IMPLICATIONS: Chronic viral hepatitis remains a major global cause of hepatocellular carcinoma (HCC)-related mortality, underscoring the need for improved risk stratification strategies. We identified a 557-gene liver transcriptomic signature, including IgA plasma cell-related transcripts, in pretreatment liver biopsies from patients with chronic hepatitis B and C that is associated with future HCC development. The expression of IgA plasma cell transcripts correlated with periportal IgA protein deposition in liver tissue, supporting their biological relevance. These findings highlight a previously underappreciated association between intrahepatic IgA plasma cells and hepatocarcinogenesis and warrant further investigation into their mechanistic role and potential utility as biomarkers or therapeutic targets for HCC.

Indexed as

chronic viral hepatitisHCC riskIgA plasma cellsliver transcriptome

Identifiers

PMID41951276
PMCPMC12994020

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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.