TY - JOUR
T1 - Hepatic CD4 T Cells Predict Hepatocellular Carcinoma Risk on Metabolic Dysfunction-Associated Steatohepatitis Patients
AU - Rodriguez, Emilse
AU - Simon, Peter
AU - Dhooge, Sabrina
AU - Fernandez, Marina
AU - Calafat, Patricia
AU - Kurpis, María
AU - Nuñez, Nicolás
AU - Prieto, Jhon
AU - Saborowski, Anna
AU - Vogel, Arndt
AU - Debes, José Daniel
AU - Balderramo, Domingo Cesar
AU - Boonstra, Andre
AU - Romagnoli, Pablo Alberto
N1 - Publisher Copyright:
© 2025 The Author(s). United European Gastroenterology Journal published by Wiley Periodicals LLC on behalf of United European Gastroenterology.
PY - 2026/2
Y1 - 2026/2
N2 - 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.
AB - 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.
KW - CD4+ T cells
KW - HCC
KW - INR
KW - MASH
KW - PD1/PDL1 interactions
KW - blood-based biomarkers
UR - https://www.scopus.com/pages/publications/105024448017
U2 - 10.1002/ueg2.70159
DO - 10.1002/ueg2.70159
M3 - Original Article
AN - SCOPUS:105024448017
SN - 2050-6406
VL - 14
JO - United European Gastroenterology Journal
JF - United European Gastroenterology Journal
IS - 1
M1 - e70159
ER -