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肺腺癌中肿瘤突变负荷与预后及免疫浸润的相关性

Correlation of tumor mutational burden with prognosis and immune infiltration in lung adenocarcinoma.

作者信息

Li Lin, Li Junyu

机构信息

Department of Thoracic Oncology, Jiangxi Cancer Hospital, Nanchang, China.

Department of Radiation Oncology, Jiangxi Cancer Hospital, Nanchang, China.

出版信息

Front Oncol. 2023 Mar 7;13:1128785. doi: 10.3389/fonc.2023.1128785. eCollection 2023.

Abstract

BACKGROUND

Tumor mutational burden (TMB) plays an important role in the evaluation of immunotherapy efficacy in lung adenocarcinoma (LUAD).

OBJECTIVE

To improve the clinical management of LUAD by investigating the prognostic value of TMB and the relationship between TMB and immune infiltration.

METHODS

TMB scores were calculated from the mutation data of 587 LUAD samples from The Cancer Genome Atlas (TCGA), and patients were divided into low-TMB and high-TMB groups based on the quartiles of the TMB score. Differentially expressed genes (DEGs), immune cell infiltration and survival analysis were compared between the low-TMB and high-TMB groups. We queried the expression of genes in lung cancer tissues through the GEPIA online database and performed experimental validation of the function of aberrant genes expressed in lung cancer tissues.

RESULTS

We obtained sample information from TCGA for 587 LUAD patients, and the results of survival analysis for the high- and low- TMB groups suggested that patients in the high-TMB group had lower survival rates than those in the low-TMB group. A total of 756 DEGs were identified in the study, and gene set enrichment analysis (GSEA) showed that DEGs in the low-TMB group were enriched in immune-related pathways. Among the differentially expressed genes obtained, 15 immune-related key genes were screened with the help of ImmPort database, including 5 prognosis-related genes (CD274, PDCD1, CTLA4, LAG3, TIGIT). No difference in the expression of PDCD1, CTLA4, LAG3, TIGIT in lung cancer tissues and differential expression of CD274 in lung cancer tissues.

CONCLUSIONS

The survival rate of LUAD patients with low TMB was better than that of LUAD patients with high TMB. CD274 expression was down regulated in human LUAD cell lines H1299, PC-9, A549 and SPC-A1, which inhibited malignant progression of A549 cells.

摘要

背景

肿瘤突变负荷(TMB)在肺腺癌(LUAD)免疫治疗疗效评估中发挥重要作用。

目的

通过研究TMB的预后价值以及TMB与免疫浸润的关系,改善LUAD的临床管理。

方法

根据来自癌症基因组图谱(TCGA)的587例LUAD样本的突变数据计算TMB分数,并根据TMB分数的四分位数将患者分为低TMB组和高TMB组。比较低TMB组和高TMB组之间的差异表达基因(DEG)、免疫细胞浸润和生存分析。我们通过GEPIA在线数据库查询肺癌组织中基因的表达,并对肺癌组织中异常表达基因的功能进行实验验证。

结果

我们获得了来自TCGA的587例LUAD患者的样本信息,高TMB组和低TMB组的生存分析结果表明,高TMB组患者的生存率低于低TMB组患者。本研究共鉴定出756个DEG,基因集富集分析(GSEA)显示低TMB组中的DEG在免疫相关途径中富集。在获得的差异表达基因中,借助ImmPort数据库筛选出15个免疫相关关键基因,其中包括5个预后相关基因(CD274、PDCD1、CTLA4、LAG3、TIGIT)。肺癌组织中PDCD1、CTLA4、LAG3、TIGIT的表达无差异,CD274在肺癌组织中表达有差异。

结论

TMB低的LUAD患者生存率优于TMB高的LUAD患者。CD274在人LUAD细胞系H1299、PC-9、A549和SPC-A1中的表达下调,抑制了A549细胞的恶性进展。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/01ba/10028277/a06a5852f910/fonc-13-1128785-g001.jpg

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