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首页> 外文期刊>International Journal of Medical Sciences >Identification of gene expression profiles and immune cell infiltration signatures between low and high tumor mutation burden groups in bladder cancer
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Identification of gene expression profiles and immune cell infiltration signatures between low and high tumor mutation burden groups in bladder cancer

机译:膀胱癌中低肿瘤突变负荷基因基因表达谱的鉴定及免疫细胞浸润鉴定

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摘要

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.? The author(s).
机译:膀胱癌是最常见的肿瘤之一,是由DNA中体细胞突变的积累产生的。肿瘤突变负担(TMB)已与癌症免疫治疗反应有关。在这项研究中,我们试图探讨TMB与癌症预后之间的相关性。鉴定低和高TMB组之间的不同表达的基因和免疫细胞浸润鉴定。从癌症基因组Atlas(TCGA)数据库下载突变数据,基因表达谱和临床数据。患者分为高低TMB组,允许鉴定差异表达的基因(DEG)。功能性富集和蛋白质 - 蛋白质相互作用(PPI)网络分析用于识别DEG的功能。通过Cibersort算法评估免疫细胞浸润签名。这些结果表明,高TMB与预后显着相关。我们获得了TMB相关基因的列表,其可能影响免疫细胞的渗透。我们还发现了高TMB组中的CD8 T细胞,CD4 T细胞和NK细胞比例较高。我们的数据表明,较高的TMB倾向于促进T细胞和NK细胞的渗透,TMB患者可能在膀胱癌中达到更有利的预后。作者。

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