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

ObjectiveAlternative 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 performe...

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Main Authors: Youyuan Deng, Hongjun Zhao, Lifen Ye, Zhiya Hu, Kun Fang, Jianguo Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-06-01
Series:Frontiers in Genetics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2021.686298/full
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spelling doaj-1fd88337d63040afa71da63ce7a3eef02021-06-14T11:08:21ZengFrontiers Media S.A.Frontiers in Genetics1664-80212021-06-011210.3389/fgene.2021.686298686298Correlations Between the Characteristics of Alternative Splicing Events, Prognosis, and the Immune Microenvironment in Breast CancerYouyuan Deng0Hongjun Zhao1Lifen Ye2Zhiya Hu3Kun Fang4Jianguo Wang5Department of General Surgery, Xiangtan Central Hospital, Xiangtan, ChinaDepartment of General Surgery, Xiangtan Central Hospital, Xiangtan, ChinaDepartment of General Surgery, Xiangtan Central Hospital, Xiangtan, ChinaDepartment of Pharmacy, Third Hospital of Changsha, Changsha, ChinaDepartment of Surgery, Yinchuan Maternal and Child Health Hospital, Yinchuan, ChinaDepartment of General Surgery, Xiangtan Central Hospital, Xiangtan, ChinaObjectiveAlternative 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.MethodsThe 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.ResultsA 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.ConclusionAlternative 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.https://www.frontiersin.org/articles/10.3389/fgene.2021.686298/fullbreast canceralternative splicingimmune cell infiltrationthe cancer genome atlassplicing factor
collection DOAJ
language English
format Article
sources DOAJ
author Youyuan Deng
Hongjun Zhao
Lifen Ye
Zhiya Hu
Kun Fang
Jianguo Wang
spellingShingle Youyuan Deng
Hongjun Zhao
Lifen Ye
Zhiya Hu
Kun Fang
Jianguo Wang
Correlations Between the Characteristics of Alternative Splicing Events, Prognosis, and the Immune Microenvironment in Breast Cancer
Frontiers in Genetics
breast cancer
alternative splicing
immune cell infiltration
the cancer genome atlas
splicing factor
author_facet Youyuan Deng
Hongjun Zhao
Lifen Ye
Zhiya Hu
Kun Fang
Jianguo Wang
author_sort Youyuan Deng
title Correlations Between the Characteristics of Alternative Splicing Events, Prognosis, and the Immune Microenvironment in Breast Cancer
title_short Correlations Between the Characteristics of Alternative Splicing Events, Prognosis, and the Immune Microenvironment in Breast Cancer
title_full Correlations Between the Characteristics of Alternative Splicing Events, Prognosis, and the Immune Microenvironment in Breast Cancer
title_fullStr Correlations Between the Characteristics of Alternative Splicing Events, Prognosis, and the Immune Microenvironment in Breast Cancer
title_full_unstemmed Correlations Between the Characteristics of Alternative Splicing Events, Prognosis, and the Immune Microenvironment in Breast Cancer
title_sort correlations between the characteristics of alternative splicing events, prognosis, and the immune microenvironment in breast cancer
publisher Frontiers Media S.A.
series Frontiers in Genetics
issn 1664-8021
publishDate 2021-06-01
description ObjectiveAlternative 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.MethodsThe 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.ResultsA 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.ConclusionAlternative 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.
topic breast cancer
alternative splicing
immune cell infiltration
the cancer genome atlas
splicing factor
url https://www.frontiersin.org/articles/10.3389/fgene.2021.686298/full
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