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鉴定膀胱癌低肿瘤突变负荷组和高肿瘤突变负荷组之间的基因表达谱和免疫细胞浸润特征。

Identification of gene expression profiles and immune cell infiltration signatures between low and high tumor mutation burden groups in bladder cancer.

机构信息

Department of Urology, Qilu Hospital of Shandong University, Jinan, China.

Division of Gastroenterology, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China.

出版信息

Int J Med Sci. 2020 Jan 1;17(1):89-96. doi: 10.7150/ijms.39056. eCollection 2020.

Abstract

Bladder cancer is one of the most commonly diagnosed tumors and is results from the accumulation of somatic mutations in the DNA. Tumor mutation burden (TMB) has been associated with cancer immunotherapeutic response. In this study, we attempted to explore the correlation between TMB and cancer prognosis. Identify the different expressed genes and immune cell infiltration signatures between low and high TMB group. Mutation data, gene expression profiles and clinical data were downloaded from The Cancer Genome Atlas (TCGA) database. Patients were divided into high and low TMB groups, allowing differentially expressed genes (DEGs) to be identified. Functional enrichment and protein-protein interaction (PPI) network analysis were used to identify the functions of the DEGs. And immune cell infiltration signatures were evaluated by CIBERSORT algorithm. These results shown that high TMB was significantly associated with prognosis. We obtained a list of TMB related genes which may influence the infiltrations of immune cells. We also found a higher proportion of CD8 T cells, CD4 T cells and NK cells in the high TMB group. Our data suggest that higher TMB tends to promote the infiltrations of T cells and NK cells and patients with higher TMB may achieve a more favorable prognosis in bladder cancer.

摘要

膀胱癌是最常见的肿瘤之一,是由于 DNA 中的体细胞突变积累而导致的。肿瘤突变负担(TMB)与癌症免疫治疗反应相关。在这项研究中,我们试图探索 TMB 与癌症预后之间的相关性。鉴定低 TMB 和高 TMB 组之间差异表达基因和免疫细胞浸润特征。从癌症基因组图谱(TCGA)数据库下载突变数据、基因表达谱和临床数据。将患者分为高 TMB 和低 TMB 组,以确定差异表达基因(DEGs)。使用功能富集和蛋白质-蛋白质相互作用(PPI)网络分析来识别 DEGs 的功能。并通过 CIBERSORT 算法评估免疫细胞浸润特征。这些结果表明,高 TMB 与预后显著相关。我们获得了一组可能影响免疫细胞浸润的 TMB 相关基因。我们还发现高 TMB 组中 CD8 T 细胞、CD4 T 细胞和 NK 细胞的比例更高。我们的数据表明,较高的 TMB 倾向于促进 T 细胞和 NK 细胞的浸润,并且 TMB 较高的患者在膀胱癌中可能获得更有利的预后。

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