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ORIGINAL RESEARCH article

Front. Immunol.

Sec. Cancer Immunity and Immunotherapy

This article is part of the Research TopicNew Challenges in Cancer Immunotherapy: Mechanisms, Translational Approaches, and Pan-Tumor StrategiesView all 10 articles

Multi-omics spatial characteristics of CD8+TRM cells in hepatocellular carcinoma and immunotherapy response prediction

Provisionally accepted
Shi-Peng  LiShi-Peng Li1*Ju  MaJu Ma1Xinqiang  LiXinqiang Li2Bingbing  QiaoBingbing Qiao3Liancai  WangLiancai Wang1Deyu  LiDeyu Li1Hua  ZhouHua Zhou4Hua  ZhouHua Zhou5*Jinzhen  CaiJinzhen Cai6*
  • 1Henan Provincial People's Hospital, Zhengzhou, China
  • 2The Affiliated Hospital of Qingdao University, Qingdao, China
  • 3The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
  • 4The First Affiliated Hospital of Henan University of Science and Technology, Luoyang, China
  • 5Tianjin Medical University School of Basic Medical Sciences, Tianjin, China
  • 6Fujian Medical University Union Hospital, Fuzhou, China

The final, formatted version of the article will be published soon.

Immune checkpoint blockade (ICB), a therapeutic strategy that reinvigorates anti-tumor immune responses by disrupting inhibitory signaling pathways in immune cells, has emerged as a pivotal systemic modality for patients with advanced hepatocellular carcinoma (HCC). However, the fact that only a subset of patients achieve durable clinical responses to ICB underscores the urgent need to develop reliable, clinically actionable predictive biomarkers. Despite the potential of tumor-infiltrating immune cells (TIICs) to stratify this patient cohort, the predictive utility of TIICs with respect to their density and spatial arrangement has not been conclusively validated for clinical application. CD8+T cells frequently infiltrate the HCC microenvironment and play a critical role in immunotherapy, we developed and validated a model based on contrast enhanced computed tomography (CECT) images and preliminarily predicted the change of CD8+T cells distribution of HCC patients after ICB treatment, then through single-cell RNA sequencing analysis of HCC tumor tissues, we clearly show that CD8+ T cells and CD8+ tissue-resident memory T cells (TRM) undergo a progressive and statistically significant upregulation in their proportions post-ICB treatment. What's more, multiplex immunohistochemistry (mIHC) was used to develop a multidimensional TIIC signature, which included quantifying the proportions of CD8+TRM, CD4+TRM, and CD68+ cells, as well as analyzing the spatial organization of CD8+PD-1+TRM cells. We found that the proportion and infiltration of CD8+TRM cells in HCC tissue increased from the immune margin (IM) to the tumor core (TC) after treatment with anti-PD-1/PD-L1 immunotherapy. These results indicate that the spatial heterogeneity of CD8+TRM cells within the tumor immune microenvironment critically determines immunotherapy efficacy in HCC.

Keywords: Hepatocellular Carcinoma, Immunotherapy, CD8+Trm cells, Immune checkpoint blockade, Tumor-infiltrating immune cells, TIICs, tissue-resident memory, TRM

Received: 22 Sep 2025; Accepted: 21 Nov 2025.

Copyright: © 2025 Li, Ma, Li, Qiao, Wang, Li, Zhou, Zhou and Cai. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence:
Shi-Peng Li, shipengli2010@163.com
Hua Zhou, xuhaixu@tmu.edu.cn
Jinzhen Cai, caijinzhen@qdu.edu.cn

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