Suppr超能文献

突变与结肠腺癌患者的肿瘤突变负荷及抗肿瘤免疫相关。

Mutation is Associated With Tumor Mutation Burden and Antitumor Immunity in Patients With Colon Adenocarcinoma.

作者信息

Sun Yuanyuan, Li Long, Yao Wenchao, Liu Xuxu, Yang Yang, Ma Biao, Xue Dongbo

机构信息

Laboratory of Hepatosplenic Surgery, Department of General Surgery, Ministry of Education, The First Affiliated Hospital of Harbin Medical University, Harbin, China.

出版信息

Front Genet. 2021 Nov 2;12:762160. doi: 10.3389/fgene.2021.762160. eCollection 2021.

Abstract

Colon adenocarcinoma (COAD) is one of the diseases with the highest morbidity and mortality in the world. At present, immunotherapy has become a valuable method for the treatment of COAD. Tumor mutational burden (TMB) is considered to be the most common biomarker for predicting immunotherapy. According to reports, the mutation rate of COAD ranks third. However, whether these gene mutations are related to TMB and immune response is still unknown. Here, COAD somatic mutation data were downloaded from The Cancer Genome Atlas (TCGA) and International Cancer Genome Consortium (ICGC) databases. Bioinformatics methods were used to study the relationships among gene mutations, COAD survival prognosis, and tumor immune response. A total of 22 of the top 40 mutations in TCGA and ICGC databases were the same. Among them, the mutation was associated with high TMB and poor clinical prognosis. According to Gene Set Enrichment Analysis (GSEA) and the CIBERSORT algorithm, we determined that the mutation upregulates signaling pathways involved in the immune system and the antitumor immune response. In cases with a mutation, the immune score and MSI score of TCGA samples increased, the expression of immune checkpoint genes decreased significantly, and the TIDE score decreased significantly. Dependent on the presence or absence of a mutation, TCGA COAD samples were analyzed for differentially expressed genes, 522 of which were identified. Using a univariate Cox analysis and LASSO COX analysis of these differential genes, a prediction model was established, which established significant differences in the infiltration of immune cells, immune checkpoint gene expression, immune score, MSI score, TMB, and TIDE in patients in high- and low-risk groups. In conclusion, mutation of is frequent in COAD and is related to an increase in TMB and the antitumor immunity. The differential genes screened by mutation allowed the construction of a risk model for predicting the survival and prognosis of cancer patients, in addition to providing new ideas for COAD immunotherapy.

摘要

结肠腺癌(COAD)是全球发病率和死亡率最高的疾病之一。目前,免疫疗法已成为治疗COAD的一种有价值的方法。肿瘤突变负荷(TMB)被认为是预测免疫疗法最常用的生物标志物。据报道,COAD的突变率排名第三。然而,这些基因突变是否与TMB和免疫反应相关仍不清楚。在此,从癌症基因组图谱(TCGA)和国际癌症基因组联盟(ICGC)数据库下载了COAD体细胞突变数据。采用生物信息学方法研究基因突变、COAD生存预后和肿瘤免疫反应之间的关系。TCGA和ICGC数据库中排名前40的突变共有22个相同。其中,该突变与高TMB和不良临床预后相关。根据基因集富集分析(GSEA)和CIBERSORT算法,我们确定该突变上调了参与免疫系统和抗肿瘤免疫反应的信号通路。在发生该突变的病例中,TCGA样本的免疫评分和微卫星高度不稳定(MSI)评分增加,免疫检查点基因的表达显著降低,TIDE评分显著降低。根据该突变的有无,对TCGA COAD样本进行差异表达基因分析,共鉴定出522个差异表达基因。对这些差异基因进行单变量Cox分析和LASSO COX分析,建立了一个预测模型,该模型在高风险和低风险组患者的免疫细胞浸润、免疫检查点基因表达、免疫评分、MSI评分、TMB和TIDE方面存在显著差异。总之,该突变在COAD中很常见,与TMB增加和抗肿瘤免疫相关。该突变筛选出的差异基因不仅为COAD免疫治疗提供了新思路,还构建了一个预测癌症患者生存和预后的风险模型。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7922/8593250/1b039d546d2e/fgene-12-762160-g001.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验