Suppr超能文献

乳腺癌中可变剪接事件特征、预后与免疫微环境之间的相关性

Correlations Between the Characteristics of Alternative Splicing Events, Prognosis, and the Immune Microenvironment in Breast Cancer.

作者信息

Deng Youyuan, Zhao Hongjun, Ye Lifen, Hu Zhiya, Fang Kun, Wang Jianguo

机构信息

Department of General Surgery, Xiangtan Central Hospital, Xiangtan, China.

Department of Pharmacy, Third Hospital of Changsha, Changsha, China.

出版信息

Front Genet. 2021 Jun 14;12:686298. doi: 10.3389/fgene.2021.686298. eCollection 2021.

Abstract

OBJECTIVE

Alternative splicing (AS) is the mechanism by which a few genes encode numerous proteins, and it redefines the concept of gene expression regulation. Recent studies showed that dysregulation of AS was an important cause of tumorigenesis and microenvironment formation. Therefore, we performed a systematic analysis to examine the role of AS in breast cancer (Breast Cancer, BrCa) progression.

METHODS

The present study included 993 BrCa patients from The Cancer Genome Atlas (TCGA) database in the genome-wide analysis of AS events. We used differential and prognostic analyses and found differentially expressed alternative splicing (DEAS) events and independent prognostic factors related to patients' overall survival (OS) and disease-free survival (DFS). We divided the patients into two groups based on these AS events and analyzed their clinical features, molecular subtyping and immune characteristics. We also constructed a splicing factor (SF) regulation network for key AS events and verified the existence of AS events in tissue samples using real-time quantitative PCR.

RESULTS

A total of 678 AS events were identified as differentially expressed, of which 13 and 10 AS events were independent prognostic factors of patients' OS and DFS, respectively. Unsupervised clustering analysis based on these prognostic factors indicated that the Cluster 1 group had a better prognosis and more immune cell infiltration. SFs were significantly related to the expression of AS events, and AA-RPS21 was significantly upregulated in tumors.

CONCLUSION

Alternative splicing expands the mechanism of breast cancer progression from a new perspective. Notably, alternative splicing may affect the patient's prognosis by affecting the infiltration of immune cells. Our research provides important guidance for subsequent studies of AS in breast cancer.

摘要

目的

可变剪接(AS)是少数基因编码多种蛋白质的机制,它重新定义了基因表达调控的概念。最近的研究表明,AS失调是肿瘤发生和微环境形成的重要原因。因此,我们进行了一项系统分析,以研究AS在乳腺癌(BrCa)进展中的作用。

方法

本研究纳入了来自癌症基因组图谱(TCGA)数据库的993例BrCa患者,用于AS事件的全基因组分析。我们进行了差异分析和预后分析,发现了与患者总生存期(OS)和无病生存期(DFS)相关的差异表达可变剪接(DEAS)事件和独立预后因素。我们根据这些AS事件将患者分为两组,并分析了他们的临床特征、分子亚型和免疫特征。我们还构建了关键AS事件的剪接因子(SF)调控网络,并使用实时定量PCR验证了组织样本中AS事件的存在。

结果

共鉴定出678个差异表达的AS事件,其中13个和10个AS事件分别是患者OS和DFS的独立预后因素。基于这些预后因素的无监督聚类分析表明,Cluster 1组预后较好,免疫细胞浸润较多。SFs与AS事件的表达显著相关,AA-RPS21在肿瘤中显著上调。

结论

可变剪接从新的角度扩展了乳腺癌进展的机制。值得注意的是,可变剪接可能通过影响免疫细胞浸润来影响患者的预后。我们的研究为后续乳腺癌中AS的研究提供了重要指导。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3cf3/8236959/791fe8c18319/fgene-12-686298-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