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Case Control Study
©The Author(s) 2026. Published by Baishideng Publishing Group Inc. All rights reserved.
World J Clin Oncol. Feb 24, 2026; 17(2): 114622
Published online Feb 24, 2026. doi: 10.5306/wjco.v17.i2.114622
T cell exhaustion markers in hepatitis C virus-related hepatocellular carcinoma: Expression patterns and prognostic significance in an Egyptian cohort
Asmaa M Hasan, Sara M F I Ghanem, Amira A A Othman, Mai Hamdy Rashad, Nahla Nosair, Rasha Elgamal
Asmaa M Hasan, Sara M F I Ghanem, Nahla Nosair, Department of Clinical Pathology, Faculty of Medicine, Kafr Elsheikh University, Kafr Elsheikh 33511, Egypt
Amira A A Othman, Department of Internal Medicine, Faculty of Medicine, Suez University, Suez 43511, Egypt
Mai Hamdy Rashad, Medical Microbiology and Immunology, Faculty of Medicine, Suez University, Suez 43511, Egypt
Rasha Elgamal, Department of Clinical Pathology, Faculty of Medicine, Suez University, Suez 43511, Egypt
Author contributions: Hasan AM drafted the manuscript; Hasan AM, Ghanem SMFI, Othman AAA, Rashad MH, and Nosair NA acquired and analyzed the data; Hasan AM, Ghanem SMFI, Othman AAA, Rashad MH, Nosair NA, and Elgamal R conceived and designed the research study; Hasan AM and Othman AAA performed the statistical analysis and interpreted the results; Ghanem SMFI, Othman AAA, Rashad MH, Nosair NA, and Elgamal R critically revised the manuscript. All authors approved the final version to be published and agreed to be accountable for all aspects of the work.
Institutional review board statement: This study received approval from the Scientific Research Ethics Committee of Kafrelsheikh University (Approval No. KFSIRB200-712). All methods were carried out according to relevant guidelines and regulations. The study was conducted following the principles of Good Clinical Practice and the Declaration of Helsinki.
Informed consent statement: All subjects were informed and gave their voluntary, written informed consent.
Conflict-of-interest statement: All the authors report no relevant conflicts of interest for this article.
STROBE statement: The authors have read the STROBE Statement-checklist of items, and the manuscript was prepared and revised according to the STROBE Statement-checklist of items.
Data sharing statement: All relevant data are included in this published article.
Corresponding author: Amira A A Othman, Department of Internal Medicine, Faculty of Medicine, Suez University, Cairo-Suez Road, Suez 43511, Egypt. amira.othman@med.suezuni.edu.eg
Received: September 24, 2025
Revised: October 11, 2025
Accepted: December 18, 2025
Published online: February 24, 2026
Processing time: 135 Days and 11.4 Hours
Abstract
BACKGROUND

Hepatocellular carcinoma (HCC) is a leading cause of cancer-related mortality, particularly in Egypt, where hepatitis C virus (HCV) prevalence is high. T cell exhaustion markers such as programmed death 1 (PD-1), T cell immunoglobulin and ITIM domain, and T cell immunoglobulin and mucin domain-containing protein 3 (TIM-3) play a crucial role in HCC immune evasion; however, their expression patterns in Egyptian patients remain underexplored.

AIM

To characterize the expression of PD-1, T cell immunoglobulin and ITIM domain, and TIM-3 on CD4+ and CD8+ T cells across HCV-related liver disease stages and to determine their association with disease severity and survival in an Egyptian cohort.

METHODS

This prospective case-control study included 200 Egyptian participants: 50 with HCV-related HCC, 50 with HCV-related cirrhosis, 50 with chronic HCV infection, and 50 healthy controls (HCV-negative by polymerase chain reaction). Flow cytometry quantified immune exhaustion markers, and clinical data were analyzed using multivariate and survival modeling frameworks, adjusting for key confounders.

RESULTS

HCC patients showed significantly higher expression of all T-cell exhaustion markers than other groups (P < 0.001). Alpha-fetoprotein (AFP) levels were markedly elevated in HCC (median 13210 ng/mL, P < 0.001). Marker expression showed strong positive correlations with Child-Pugh class, AFP, and Barcelona Clinic Liver Cancer stage, and a negative correlation with model for end-stage liver disease score (all P < 0.001). Non-survivors (34%) had higher marker expression and AFP levels than survivors (P < 0.001). Receiver operating characteristic analysis demonstrated excellent mortality prediction for CD4/PD-1 [area under the curve (AUC) = 0.92] and AFP (AUC = 0.89), while combining AFP with CD8/TIM-3 achieved the best accuracy (AUC = 0.95). Cox regression identified high CD8/TIM-3 expression and Barcelona Clinic Liver Cancer stage D as independent mortality predictors, and CD4/PD-1 partially mediated AFP’s effect on mortality (β = 0.45, P < 0.001).

CONCLUSION

Elevated T cell exhaustion markers were linked to advanced disease and poor survival in Egyptian patients with HCV-related HCC. Machine learning and mediation analyses identified CD4/PD-1 and CD8/TIM-3 as independent prognostic biomarkers, reinforcing their potential as therapeutic targets. These findings provide novel insights from a high-HCV-prevalence setting, supporting the integration of immune exhaustion profiling into risk stratification for HCC.

Keywords: Hepatocellular carcinoma; Hepatitis C virus infection; Immune checkpoints; Programmed death 1 receptor; T-cell immunoglobulin and ITIM domain; T-cell immunoglobulin and mucin-domain containing protein 3

Core Tip: Hepatocellular carcinoma linked to hepatitis C virus (HCV) is a major health burden in Egypt. This study comprehensively evaluated T cell exhaustion markers, programmed death 1, T cell immunoglobulin and ITIM domain, and T cell immunoglobulin and mucin domain-containing protein 3, on CD4+ and CD8+ T cells across HCV-related liver disease stages. Using advanced analyses, including Random Forest modeling, Cox regression, and mediation analysis, we identified CD4 programmed death 1 and CD8/T cell immunoglobulin and mucin domain-containing protein 3 as robust prognostic biomarkers of poor survival. These findings highlight novel immune targets for risk stratification and potential immunotherapy in HCV-related hepatocellular carcinoma.