CD8+ T细胞相关基因ALDH2在头颈部鳞状细胞癌中的治疗和预后作用

IF 2.4 Q2 MATHEMATICAL & COMPUTATIONAL BIOLOGY
Hongmei Zhang, Zhaozheng Li, Yan Zheng
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引用次数: 1

摘要

头颈部鳞状细胞癌(HNSC)是一种众所周知的恶性肿瘤,通常诊断较晚,预后较差。本研究的重点是寻找一个与CD8+ T细胞浸润相关的新基因,作为HNSC患者的预后标志物。在TCGA和GEO数据库中对HNSC和对照组织的转录组学数据进行差异分析。采用单样本基因集富集分析(ssGSEA)定量CD8+ T细胞浸润评分。加权基因共表达网络分析(WGCNA)算法用于识别与CD8+ T细胞浸润相关的关键模块。采用Kaplan-Meier (K-M)生存分析比较两组患者的总生存期(OS)。采用单因素和多因素Cox分析评估独立预后指标。结果显示CD8+ T细胞浸润评分是HNSC独立的有利预后指标。差异分析和WGCNA鉴定出93个与高CD8+ T浸润相关的差异基因。在93个基因中,ALDH2是HNSC的一个独立的有利预后标志物。ALDH2在HNSC中的表达较低,且ALDH2低表达的患者T分期和N分期较高。相关性分析表明,ALDH2与HNSC肿瘤微环境中免疫细胞浸润有关。ALDH2表达增加的患者往往对免疫检查点抑制剂(ICIs)敏感。此外,我们还展示了ALDH2表达与化疗药物敏感性之间的关系。总之,本研究确定ALDH2是HNSC中与CD8+ T细胞浸润相关的预后标志物。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Identifying the Therapeutic and Prognostic Role of the CD8+ T Cell-Related Gene ALDH2 in Head and Neck Squamous Cell Carcinoma.

Identifying the Therapeutic and Prognostic Role of the CD8+ T Cell-Related Gene ALDH2 in Head and Neck Squamous Cell Carcinoma.

Identifying the Therapeutic and Prognostic Role of the CD8+ T Cell-Related Gene ALDH2 in Head and Neck Squamous Cell Carcinoma.

Identifying the Therapeutic and Prognostic Role of the CD8+ T Cell-Related Gene ALDH2 in Head and Neck Squamous Cell Carcinoma.

Head and neck squamous cell carcinoma (HNSC) is a widely known malignancy which is usually diagnosed late and has a poor prognosis. This study focuses on finding a new gene linked with CD8+ T cell infiltration as a prognostic marker for patients with HNSC. Differential analysis of transcriptomic data was performed between HNSC and control tissues from TCGA and GEO database. The CD8+ T cell infiltration score was quantified using single-sample gene set enrichment analysis (ssGSEA). Weighted gene co-expression network analysis (WGCNA) algorithms were used to identify key modules associated with CD8+ T cell infiltration. Kaplan-Meier (K-M) survival analysis was used to compare overall survival (OS) between the 2 groups. Univariate and multivariate Cox analyses were used to assess independent prognostic markers. The results showed CD8+ T cell infiltration score was an independent favorable prognostic marker in HNSC. Differential analysis and WGCNA identified 93 differential gene related to high CD8+ T infiltration. Amog the 93 genes, ALDH2 was an independent favorable prognostic marker in HNSC. ALDH2 expression was found to be much lower in HNSC, and patients with low ALDH2 expression had higher T stage and N stage. The correlation analysis showed that ALDH2 was linked with immune cell infiltration in the tumor microenvironment of HNSC. Patients having increased expression of ALDH2 tend to be sensitive to immune checkpoint inhibitors (ICIs). In addition, we showed the relationship between ALDH2 expression and chemotherapeutic drug sensitivity. In conclusion, this study identified ALDH2 as a prognostic marker, associated with CD8+ T cell infiltration in HNSC.

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来源期刊
Cancer Informatics
Cancer Informatics Medicine-Oncology
CiteScore
3.00
自引率
5.00%
发文量
30
审稿时长
8 weeks
期刊介绍: The field of cancer research relies on advances in many other disciplines, including omics technology, mass spectrometry, radio imaging, computer science, and biostatistics. Cancer Informatics provides open access to peer-reviewed high-quality manuscripts reporting bioinformatics analysis of molecular genetics and/or clinical data pertaining to cancer, emphasizing the use of machine learning, artificial intelligence, statistical algorithms, advanced imaging techniques, data visualization, and high-throughput technologies. As the leading journal dedicated exclusively to the report of the use of computational methods in cancer research and practice, Cancer Informatics leverages methodological improvements in systems biology, genomics, proteomics, metabolomics, and molecular biochemistry into the fields of cancer detection, treatment, classification, risk-prediction, prevention, outcome, and modeling.
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