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肺鳞状细胞癌中个体化免疫相关预后风险评分的鉴定

Identification of an Individualized Immune-Related Prognostic Risk Score in Lung Squamous Cell Cancer.

作者信息

Zhuang Yuan, Li Sihan, Liu Chang, Li Guang

机构信息

Department of Radiation Oncology, The First Affiliated Hospital of China Medical University, Shenyang, China.

出版信息

Front Oncol. 2021 Mar 3;11:546455. doi: 10.3389/fonc.2021.546455. eCollection 2021.

DOI:10.3389/fonc.2021.546455
PMID:33747902
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7966508/
Abstract

Lung squamous cell carcinoma (LUSC) is one of the most common histological subtypes of non-small cell lung cancer (NSCLC), and its morbidity and mortality are steadily increasing. The purpose of this study was to study the relationship between the immune-related gene (IRGs) profile and the outcome of LUSC in patients by analyzing datasets from The Cancer Genome Atlas (TCGA). We obtained publicly available LUSC RNA expression data and clinical survival data from The Cancer Genome Atlas (TCGA), and filtered IRGs based on The ImmPort database. Then, we identified risk immune-related genes (r-IRGs) for model construction using Cox regression analysis and defined the risk score in this model as the immune gene risk index (IRI). Multivariate analysis was used to verify the independent prognostic value of IRI and its association with other clinicopathological features. Pearson correlation analysis was used to explore the molecular mechanism affecting the expression of IRGs and the correlation between IRI and immune cell infiltration. We screened 15 r-IRGs for constructing the risk model. The median value of IRI stratified the patients and there were significant survival differences between the two groups ( = 4.271E-06). IRI was confirmed to be an independent prognostic factor ( < 0.001) and had a close correlation with the patients' age ( < 0.05). Interestingly, the infiltration of neutrophils or dendritic cells was strongly upregulated in the high-IRI groups ( < 0.05). Furthermore, by investigating differential transcription factors (TFs) and functional enrichment analysis, we explored potential mechanisms that may affect IRGs expression in tumor cells. In short, this study used 15 IRGs to build an effective risk prediction model, and demonstrated the significance of IRGs-based personalized immune scores in LUSC prognosis.

摘要

肺鳞状细胞癌(LUSC)是非小细胞肺癌(NSCLC)最常见的组织学亚型之一,其发病率和死亡率正在稳步上升。本研究的目的是通过分析来自癌症基因组图谱(TCGA)的数据集,研究免疫相关基因(IRGs)谱与LUSC患者预后之间的关系。我们从癌症基因组图谱(TCGA)获得了公开可用的LUSC RNA表达数据和临床生存数据,并基于免疫数据库筛选IRGs。然后,我们使用Cox回归分析确定用于模型构建的风险免疫相关基因(r-IRGs),并将该模型中的风险评分定义为免疫基因风险指数(IRI)。多变量分析用于验证IRI的独立预后价值及其与其他临床病理特征的关联。Pearson相关分析用于探讨影响IRGs表达的分子机制以及IRI与免疫细胞浸润之间的相关性。我们筛选了15个r-IRGs用于构建风险模型。IRI的中位数对患者进行分层,两组之间存在显著的生存差异(=4.271E-06)。IRI被证实是一个独立的预后因素(<0.001),并且与患者年龄密切相关(<0.05)。有趣的是,高IRI组中中性粒细胞或树突状细胞的浸润强烈上调(<0.0

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