High ratio of resident to exhausted CD4 + T cells predicts favorable prognosis and potentially better immunotherapeutic efficacy in hepatocellular carcinoma
Year: 2024
Type: article
Study design: Observational Study
Abstract: Background: Tumor-infiltrating lymphocytes (TILs) are significantly implicated in regulating the tumor immune microenvironment (TIME) and immunotherapeutic response. However, little is known about the impact of the resident and exhausted status of TILs in hepatocellular carcinoma (HCC). Methods: Single-cell RNA sequencing data was applied to discover resident and exhausted signatures of TILs. Survival outcomes, biological function, immune infiltration, genomic variation, immunotherapeutic efficacy, and sorafenib response were further explored the clinical significance and molecular association of TILs in HCC. Moreover, a candidate gene with predictive capability for the dismal subtype was identified through univariate Cox regression analysis, survival analysis, and BEST website. Results: Single-cell analysis revealed that CD8+ T, CD4+ T, and NK cells were strongly associated with resident and exhausted patterns. Specific resident and exhausted signatures for each subpopulation were extracted in HCC. Further multivariate Cox analysis revealed that the ratio of resident to exhausted CD4+ T cells in TIME was an independent prognosis factor. After incorporating tumor purity with the ratio of resident to exhausted CD4+ T cells, we stratified HCC patients into three subtypes and found that (i) CD4 residencyhighexhaustionlow subtype was endowed with favorable prognosis, immune activation, and sensitivity to immunotherapy; (ii) CD4 exhaustionhighresidencylow subtype was characterized by genome instability and sensitivity to sorafenib; (iii) Immune-desert subtype was associated with malignant-related pathways and poor prognosis. Furthermore, spindle assembly abnormal protein 6 homolog (SASS6) was identified as a key gene, which accurately predicted the immune-desert subtype. Prognostic analysis and in vitro experiments further demonstrated that SASS6 was closely associated with tumor prognosis, proliferation, and migration. Conclusions: The ratio of resident to exhausted CD4+ T cells could serve as a candidate biomarker for evaluating prognosis and potential response to immunotherapy in HCC and SASS6 was a novel biomarker and candidate therapeutic target for prognostic assessment of HCC.
Source: BMC Cancer
Authors: Anning Zuo, Jinxiang Lv, Wenlong Jia, Yuhao Ba, Shutong Liu, Yuyuan Zhang, Siyuan Weng, Hui Xu, Long Liu, Libo Wang, Xinwei Han, Zaoqu Liu
Institutions: Zhengzhou University, First Affiliated Hospital of Zhengzhou University, Tongji Hospital, Huazhong University of Science and Technology, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an Jiaotong University, Tianjin Medical University Cancer Institute and Hospital, Tianjin Medical University, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Proteome Research Center, Institute of Basic Medical Sciences of the Chinese Academy of Medical Sciences, State Key Laboratory of Proteomics
Language: English
Subfield: Oncology
Field: Medicine
Domain: Health Sciences
Open Access status: gold
Estimated APC paid: $3,190
OpenAlex ID: W4402601892
