ORIGINAL RESEARCH article

Front. Immunol.

Sec. Cancer Immunity and Immunotherapy

Volume 16 - 2025 | doi: 10.3389/fimmu.2025.1583597

This article is part of the Research TopicImmune Predictive and Prognostic Biomarkers in Immuno-Oncology: Refining the Immunological Landscape of CancerView all 27 articles

Unveiling B7/CD28 Family Proteins in Hepatocellular Carcinoma: Insights into Communication and Prognostic Significance

Provisionally accepted
LUO  BaomingLUO Baoming1,2*Yan  CaiYan Cai3Xiaodi  LiuXiaodi Liu4Tao  HeTao He3Yangming  XuYangming Xu3Shuxian  ChenShuxian Chen3Xianliang  TanXianliang Tan3Shouchao  WeiShouchao Wei3Zimeng  WuZimeng Wu3Liying  XiaoLiying Xiao3
  • 1Department of Ultrasound, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
  • 2Sun Yat-sen Memorial Hospital, Guangzhou, Guangdong Province, China
  • 3Department of Ultrasound, Central People's Hospital of Zhanjiang, Zhanjiang, Guangdong Province, China
  • 4Department of Ultrasound Diagnostic, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China

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

Immunotherapy has made remarkable achievements in cancer treatment, but it still faces the challenge of limited response rates in liver cancer therapy. Although there has been extensive research on the role of programmed cell death-ligand 1 (PD-L1) in hepatocellular carcinoma (HCC), our understanding of the effects of other inhibitory B7/CD28 family members is still limited despite advancements in prognostic tools, more specific, accurate, and robust biomarkers are required to improve HCC patient prognoses.We acquired the single-cell sequencing data from relevant literature and selected 42 liver tissue samples, including 89,246 cells from HCC patients, to investigate the expression, localization, and intercellular communications of the B7/CD28 family in HCC. Within the Cancer Genome Atlas dataset, we utilized Lasso and Cox regression analyses to develop a risk model for identifying the most pertinent B7/CD28 family proteins associated with prognosis. Subsequently, we conducted a retrospective analysis of 94 HCC patients who underwent hepatectomy at our institution and determined the prognostic significance of this malignancy.Based on the single-cell RNA sequencing data, we have delineated various members of the B7/CD28 family and their corresponding receptors. We have elucidated their distribution on tumor cells and immune cells, revealing active intercellular communications among tumor cells, fibroblasts, and epithelial cells. Through the implementation of Lasso, we have pinpointed a significant correlation between the B7H3 molecule and prognosis. Leveraging multiplex immunofluorescence, we were able to discern three distinct patterns of B7H3 expression-tumor-associated, stromaassociated, and a hybrid form encompassing both. Notably, the presence of B7H3 in the stroma exhibited the most robust correlation with prognosis. Furthermore, the efficacy of our prognostic signature was validated through clinicopathological analyses conducted at our institution.In conclusion, the B7/CD28 family plays an active role in the tumor immune microenvironment and cellular communication. B7H3 could serve as an indicator for predicting the outcome of HCC. Additional investigation is required to validate these discoveries in future groups of individuals and assess their viability as therapies guided by biomarkers.

Keywords: Immunotherapy, inhibitory B7 family members, hepatocellular carcinoma (HCC), B7H3 Single-cell RNA sequencing, tumor immune environment, B7/CD28 family members, B7H3

Received: 26 Feb 2025; Accepted: 19 Jun 2025.

Copyright: © 2025 Baoming, Cai, Liu, He, Xu, Chen, Tan, Wei, Wu and Xiao. 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: LUO Baoming, Department of Ultrasound, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China

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