开发用于肝细胞癌预后评估的新型 CD8+ T 细胞相关特征。

IF 2.5 4区 医学 Q3 ONCOLOGY Cancer Control Pub Date : 2024-01-01 DOI:10.1177/10732748241270583
Xuezhi Li, Xiaodong Qu, Songbo Li, Kexin Lin, Nuo Yao, Na Wang, Yongquan Shi
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引用次数: 0

摘要

研究目的本研究旨在分析 CD8+ T 细胞相关调控基因在肝细胞癌(HCC)中的临床意义和预后价值:这是一项回顾性研究。我们结合TCGA-LIHC和单细胞RNA测序数据进行Lasso-Cox回归分析,筛选出CD8+ T细胞相关基因,构建了一个新的特征基因。利用 qRT-PCR、免疫组化和组织芯片检测了特征基因在细胞和组织水平上的表达。然后使用 CIBERSORT 算法评估不同风险组之间的免疫微环境差异,并进行药物敏感性分析以筛选潜在的 HCC 治疗药物:结果:构建了一个8基因CD8 + T细胞相关特征(FABP5、GZMH、ANXA2、KLRB1、CD7、IL7R、BATF和RGS2)。生存分析表明,在所有组群中,高危患者的预后较差。肿瘤免疫微环境分析显示,22种免疫细胞类型在不同风险组患者之间存在显著差异,其中低风险组患者的免疫系统在免疫功能方面更为活跃。高风险组患者更容易发生免疫逃逸,对免疫疗法的反应较差,AZD7762被筛选为高风险组中最敏感的药物。最后,初步实验表明,BATF对HuH-7细胞的增殖、迁移和侵袭有促进作用:CD8+T细胞相关特征有望成为优化患者个体决策和监测方案的工具,并为HCC的治疗和预后评估提供新思路。
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Development of a Novel CD8+ T Cell-Associated Signature for Prognostic Assessment in Hepatocellular Carcinoma.

Objective: The aim of this study was to analyze the clinical significance and prognostic value of CD8+ T cell-related regulatory genes in hepatocellular carcinoma (HCC).

Methods: This was a retrospective study. We combined TCGA-LIHC and single-cell RNA sequencing data for Lasso-Cox regression analysis to screen for CD8+ T cell-associated genes to construct a novel signature. The expression of the signature genes was detected at cellular and tissue levels using qRT-PCR, immunohistochemistry, and tissue microarrays. The CIBERSORT algorithm was then used to assess the immune microenvironmental differences between the different risk groups and a drug sensitivity analysis was performed to screen for potential HCC therapeutic agents.

Results: An 8-gene CD8 + T cell-associated signature (FABP5, GZMH, ANXA2, KLRB1, CD7, IL7R, BATF, and RGS2) was constructed. Survival analysis showed that high-risk patients had a poorer prognosis in all cohorts. Tumor immune microenvironment analysis revealed 22 immune cell types that differed significantly between patients in different risk groups, with patients in the low-risk group having an immune system that was more active in terms of immune function. Patients in the high-risk group were more prone to immune escape and had a poorer response to immunotherapy, and AZD7762 was screened as the most sensitive drug in the high-risk group. Finally, preliminary experiments have shown that BATF has a promoting effect on the proliferation, migration and invasion of HuH-7 cells.

Conclusions: The CD8+ T-cell-associated signature is expected to be a tool for optimizing individual patient decision-making and monitoring protocols, and to provide new ideas for treatment and prognostic assessment of HCC.

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来源期刊
Cancer Control
Cancer Control ONCOLOGY-
CiteScore
3.80
自引率
0.00%
发文量
148
审稿时长
>12 weeks
期刊介绍: Cancer Control is a JCR-ranked, peer-reviewed open access journal whose mission is to advance the prevention, detection, diagnosis, treatment, and palliative care of cancer by enabling researchers, doctors, policymakers, and other healthcare professionals to freely share research along the cancer control continuum. Our vision is a world where gold-standard cancer care is the norm, not the exception.
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