Multi-omics analysis reveals RNA splicing alterations and their biological and clinical implications in lung adenocarcinoma

被引:12
|
作者
Wu, Quanyou [1 ]
Feng, Lin [1 ]
Wang, Yaru [1 ]
Mao, Yousheng [2 ]
Di, Xuebing [1 ]
Zhang, Kaitai [1 ]
Cheng, Shujun [1 ]
Xiao, Ting [1 ]
机构
[1] Chinese Acad Med Sci & Peking Union Med Coll, Natl Canc Ctr, Dept Etiol & Carcinogenesis, State Key Lab Mol Oncol,Natl Clin Res Ctr Canc,Ca, Beijing 100021, Peoples R China
[2] Chinese Acad Med Sci & Peking Union Med Coll, Natl Canc Ctr, Dept Thorac Surg, Natl Clin Res Ctr Canc,Canc Hosp, Beijing 100021, Peoples R China
关键词
DNA-METHYLATION; EXPRESSION; SUBTYPES; MODELS; NUMB;
D O I
10.1038/s41392-022-01098-5
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Alternative RNA splicing is one of the most important mechanisms of posttranscriptional gene regulation, which contributes to protein diversity in eukaryotes. It is well known that RNA splicing dysregulation is a critical mechanism in tumor pathogenesis and the rationale for the promising splice-switching therapeutics for cancer treatment. Although we have a comprehensive understanding of DNA mutations, abnormal gene expression profiles, epigenomics, and proteomics in lung adenocarcinoma (LUAD), little is known about its aberrant alternative splicing profiles. Here, based on the multi-omics data generated from over 1000 samples, we systematically studied the RNA splicing alterations in LUAD and revealed their biological and clinical implications. We identified 3688 aberrant alternative splicing events (AASEs) in LUAD, most of which were alternative promoter and exon skip. The specific regulatory roles of RNA binding proteins, somatic mutations, and DNA methylations on AASEs were comprehensively interrogated. We dissected the functional implications of AASEs and concluded that AASEs mainly affected biological processes related to tumor proliferation and metastasis. We also found that one subtype of LUAD with a particular AASEs pattern was immunogenic and had a better prognosis and response rate to immunotherapy. These findings revealed novel events related to tumorigenesis and tumor immune microenvironment and laid the foundation for the development of splice-switching therapies for LUAD.
引用
收藏
页数:16
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