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驻留 CD4+T 细胞与耗竭 CD4+T 细胞的高比值预测肝细胞癌预后良好且可能具有更好的免疫治疗疗效

英文原题:High ratio of resident to exhausted CD4 + T cells predicts favorable prognosis and potentially better immunotherapeutic efficacy in hepatocellular carcinoma.

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High ratio of resident to exhausted CD4 + T cells predicts favorable prognosis and potentially better immunotherapeutic efficacy in hepatocellular carcinoma.

PubMed 2024/09/17(内容时间) BMC Cancer Q2 · IF 4.1(JCR 2025)

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研究概要

驻留 CD4+ T 细胞与耗竭 CD4+ T 细胞的比例有望成为 HCC 预后和免疫治疗反应的潜在生物标志物,SASS6 可能作为 HCC 预后评估的生物标志物和治疗靶点。

研究思路结论见上方概要

TIL(肿瘤浸润淋巴细胞)(TILs)在调节肿瘤免疫微环境(TIME)和免疫治疗反应中具有重要作用。然而,关于TILs在肝细胞癌(HCC)中的驻留和耗竭状态的影响知之甚少。

单细胞RNA测序数据被用于发现TILs的组织驻留和耗竭特征。进一步探讨了生存结局、生物学功能、免疫浸润、基因组变异、免疫治疗疗效和索拉非尼反应与TILs在HCC中的临床意义和分子关联。此外,通过单变量Cox回归分析、生存分析和BEST网站,鉴定了一个对不良亚型具有预测能力的候选基因。

单细胞分析显示,CD8 + T、CD4 + T 和 NK 细胞与驻留和耗竭模式密切相关。在 HCC 中提取了每个亚群的特定驻留和耗竭特征。进一步的多因素 Cox 分析显示,TIME 中驻留与耗竭 CD4 + T 细胞的比值是一个独立预后因素。将肿瘤纯度与驻留与耗竭 CD4 + T 细胞的比值结合后,我们将 HCC 患者分为三种亚型,并发现:(i) CD4 驻留高耗竭低亚型具有良好预后、免疫激活和对免疫治疗的敏感性;(ii) CD4 耗竭高驻留低亚型以基因组不稳定和对索拉非尼敏感为特征;(iii) 免疫荒漠亚型与恶性相关通路和不良预后相关。此外,纺锤体组装异常蛋白 6 同源物(SASS6)被确定为关键基因,其能够准确预测免疫荒漠亚型。预后分析以及体外和体内实验进一步证明,SASS6 与肿瘤预后、增殖和迁移密切相关。

展开英文摘要原文

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).

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 the BEST website.

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 prognostic 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 residency high exhaustion low subtype was endowed with favorable prognosis, immune activation, and sensitivity to immunotherapy; (ii) CD4 exhaustion high residency low 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 as well as in vitro and in vivo experiments further demonstrated that SASS6 was closely associated with tumor prognosis, proliferation, and migration.

The ratio of resident to exhausted CD4 + T cells shows promise as a potential biomarker for HCC prognosis and immunotherapy response and SASS6 may serve as a biomarker and therapeutic target for prognostic assessment of HCC.

论文信息

作者
Zuo A、Lv J、Jia W、Ba Y、Liu S、Zhang Y、Weng S、Xu H
第一作者单位
Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China.China
通讯作者单位
Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China. liuzaoqu@163.com.China
期刊
BMC cancer2024 Sep 17
原文标识
PubMed 39289669 · DOI 10.1186/s12885-024-12916-0