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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 journal › Article › peer-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 languageEnglish (US)
Article numbere70159
JournalUnited European Gastroenterology Journal
Volume14
Issue number1
DOIs
StatePublished - Feb 2026

Bibliographical note

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

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

Keywords

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

PubMed: MeSH publication types

  • Journal Article

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