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Multi-omics analysis reveals RNA splicing alterations and their biological and clinical implications in lung adenocarcinoma
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-swi...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9393167/ https://www.ncbi.nlm.nih.gov/pubmed/35989380 http://dx.doi.org/10.1038/s41392-022-01098-5 |
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author | Wu, Quanyou Feng, Lin Wang, Yaru Mao, Yousheng Di, Xuebing Zhang, Kaitai Cheng, Shujun Xiao, Ting |
author_facet | Wu, Quanyou Feng, Lin Wang, Yaru Mao, Yousheng Di, Xuebing Zhang, Kaitai Cheng, Shujun Xiao, Ting |
author_sort | Wu, Quanyou |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-9393167 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-93931672022-08-23 Multi-omics analysis reveals RNA splicing alterations and their biological and clinical implications in lung adenocarcinoma Wu, Quanyou Feng, Lin Wang, Yaru Mao, Yousheng Di, Xuebing Zhang, Kaitai Cheng, Shujun Xiao, Ting Signal Transduct Target Ther Article 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. Nature Publishing Group UK 2022-08-22 /pmc/articles/PMC9393167/ /pubmed/35989380 http://dx.doi.org/10.1038/s41392-022-01098-5 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Wu, Quanyou Feng, Lin Wang, Yaru Mao, Yousheng Di, Xuebing Zhang, Kaitai Cheng, Shujun Xiao, Ting Multi-omics analysis reveals RNA splicing alterations and their biological and clinical implications in lung adenocarcinoma |
title | Multi-omics analysis reveals RNA splicing alterations and their biological and clinical implications in lung adenocarcinoma |
title_full | Multi-omics analysis reveals RNA splicing alterations and their biological and clinical implications in lung adenocarcinoma |
title_fullStr | Multi-omics analysis reveals RNA splicing alterations and their biological and clinical implications in lung adenocarcinoma |
title_full_unstemmed | Multi-omics analysis reveals RNA splicing alterations and their biological and clinical implications in lung adenocarcinoma |
title_short | Multi-omics analysis reveals RNA splicing alterations and their biological and clinical implications in lung adenocarcinoma |
title_sort | multi-omics analysis reveals rna splicing alterations and their biological and clinical implications in lung adenocarcinoma |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9393167/ https://www.ncbi.nlm.nih.gov/pubmed/35989380 http://dx.doi.org/10.1038/s41392-022-01098-5 |
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