Hepatic CD4 T Cells Predict Hepatocellular Carcinoma Risk on Metabolic Dysfunction-Associated Steatohepatitis Patients

  • Emilse Rodriguez
  • , Peter Simon
  • , Sabrina Dhooge
  • , Marina Fernandez
  • , Patricia Calafat
  • , María Kurpis
  • , Nicolás Nuñez
  • , Jhon Prieto
  • , Anna Saborowski
  • , Arndt Vogel
  • , José Daniel Debes
  • , Domingo Cesar Balderramo
  • , Andre Boonstra
  • , Pablo Alberto Romagnoli

Research output: Contribution to journalOriginal Articlepeer-review

Abstract

Background & Aims: Metabolic dysfunction-associated steatohepatitis (MASH) increasingly drives hepatocellular carcinoma (HCC) development. We characterized inflammatory infiltrates in liver biopsies from MASH patients who developed HCC versus controls to identify predictive immune signatures. Method: Formalin-fixed paraffin-embedded (FFPE) liver biopsies from MASH patients were categorized as pre-HCC MASH (n = 10) or control MASH (n = 13) by the ESCALON consortium. Standardized histological analysis and multiplexed immunohistochemistry were performed targeting CD4, CD8, PD1, PDL1, FoxP3, CXCR6, CD3, CD68, and CD20 using a PhenoImager Fusion scanner. Single-cell RNA-seq datasets characterized hepatic CD4 T cell heterogeneity. Clinical parameters measured included ALT, AST, GGT, alkaline phosphatase, platelets, and INR. Results: Pre-HCC MASH showed inflammation extending from portal to periportal areas versus portal-only distribution in controls. Analysis of 291,908 cells revealed significantly higher CD4+ density (p = 0.0243) and CD4+PD1+ cells (p = 0.017) in pre-HCC patients, while CD8+ and regulatory T cell densities remained unchanged. Single-cell RNA-seq identified potential phenotypic shifts from Th1 cytotoxicity toward tissue-repair and Th17 CD4+ T cells in MASH livers. Combined immunological and clinical variables (sex, age, CD4+ T cell numbers, ALT, alkaline phosphatase and platelets) achieved excellent predictive performance (ROC-AUC = 0.944) for HCC development. Conclusions: Increase in liver CD4+ T cell infiltration characterizes MASH-to-HCC progression. These immune signatures combined with clinical parameters demonstrate remarkable predictive value for identifying high-risk MASH patients.

Original languageAmerican English
Article numbere70159
JournalUnited European Gastroenterology Journal
Volume14
Issue number1
DOIs
StateIndexed - Feb 2026
Externally publishedYes

Bibliographical note

Publisher Copyright:
© 2025 The Author(s). United European Gastroenterology Journal published by Wiley Periodicals LLC on behalf of United European Gastroenterology.

Keywords

  • CD4+ T cells
  • HCC
  • INR
  • MASH
  • PD1/PDL1 interactions
  • blood-based biomarkers

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