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Characterization and prognostic significance of alternative splicing events in lower‐grade diffuse gliomas

Alternative splicing (AS) is assumed to play important roles in the progression and prognosis of cancer. Currently, the comprehensive analysis and clinical relevance of AS in lower‐grade diffuse gliomas have not been systematically addressed. Here, we gathered alternative splicing data of lower‐grad...

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Autores principales: Zhao, Zheng, Li, Guan‐Zhang, Liu, Yu‐Qing, Huang, Ruo‐Yu, Wang, Kuan‐Yu, Jiang, Hao‐Yu, Li, Ren‐Peng, Chai, Rui‐Chao, Zhang, Chuan‐Bao, Wu, Fan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7701518/
https://www.ncbi.nlm.nih.gov/pubmed/33006444
http://dx.doi.org/10.1111/jcmm.15924
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author Zhao, Zheng
Li, Guan‐Zhang
Liu, Yu‐Qing
Huang, Ruo‐Yu
Wang, Kuan‐Yu
Jiang, Hao‐Yu
Li, Ren‐Peng
Chai, Rui‐Chao
Zhang, Chuan‐Bao
Wu, Fan
author_facet Zhao, Zheng
Li, Guan‐Zhang
Liu, Yu‐Qing
Huang, Ruo‐Yu
Wang, Kuan‐Yu
Jiang, Hao‐Yu
Li, Ren‐Peng
Chai, Rui‐Chao
Zhang, Chuan‐Bao
Wu, Fan
author_sort Zhao, Zheng
collection PubMed
description Alternative splicing (AS) is assumed to play important roles in the progression and prognosis of cancer. Currently, the comprehensive analysis and clinical relevance of AS in lower‐grade diffuse gliomas have not been systematically addressed. Here, we gathered alternative splicing data of lower‐grade diffuse gliomas from SpliceSeq. Based on the Percent Spliced In (PSI) values of 515 lower‐grade diffuse glioma patients from the Cancer Genome Atlas (TCGA), we performed subtype‐differential AS analysis and consensus clustering to determine robust clusters of patients. A total of 48 050 AS events in 10 787 genes in lower‐grade diffuse gliomas were profiled. Subtype‐differential splicing analysis and functional annotation revealed that spliced genes were significantly enriched in numerous cancer‐related biological phenotypes and signalling pathways. Consensus clustering using AS events identified three robust clusters of patients with distinguished pathological and prognostic features. Moreover, each cluster was also associated with distinct genomic alterations. Finally, we developed and validated an AS‐related signature with Cox proportional hazards model. The signature, significantly associated with clinical and molecular features, could serve as an independent prognostic factor for lower‐grade diffuse gliomas. Thus, our results indicated that AS events could discriminate molecular subtypes and have prognostic impact in lower‐grade diffuse gliomas.
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spelling pubmed-77015182020-12-08 Characterization and prognostic significance of alternative splicing events in lower‐grade diffuse gliomas Zhao, Zheng Li, Guan‐Zhang Liu, Yu‐Qing Huang, Ruo‐Yu Wang, Kuan‐Yu Jiang, Hao‐Yu Li, Ren‐Peng Chai, Rui‐Chao Zhang, Chuan‐Bao Wu, Fan J Cell Mol Med Original Articles Alternative splicing (AS) is assumed to play important roles in the progression and prognosis of cancer. Currently, the comprehensive analysis and clinical relevance of AS in lower‐grade diffuse gliomas have not been systematically addressed. Here, we gathered alternative splicing data of lower‐grade diffuse gliomas from SpliceSeq. Based on the Percent Spliced In (PSI) values of 515 lower‐grade diffuse glioma patients from the Cancer Genome Atlas (TCGA), we performed subtype‐differential AS analysis and consensus clustering to determine robust clusters of patients. A total of 48 050 AS events in 10 787 genes in lower‐grade diffuse gliomas were profiled. Subtype‐differential splicing analysis and functional annotation revealed that spliced genes were significantly enriched in numerous cancer‐related biological phenotypes and signalling pathways. Consensus clustering using AS events identified three robust clusters of patients with distinguished pathological and prognostic features. Moreover, each cluster was also associated with distinct genomic alterations. Finally, we developed and validated an AS‐related signature with Cox proportional hazards model. The signature, significantly associated with clinical and molecular features, could serve as an independent prognostic factor for lower‐grade diffuse gliomas. Thus, our results indicated that AS events could discriminate molecular subtypes and have prognostic impact in lower‐grade diffuse gliomas. John Wiley and Sons Inc. 2020-10-02 2020-11 /pmc/articles/PMC7701518/ /pubmed/33006444 http://dx.doi.org/10.1111/jcmm.15924 Text en © 2020 The Authors. Journal of Cellular and Molecular Medicine published by Foundation for Cellular and Molecular Medicine and John Wiley & Sons Ltd This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Articles
Zhao, Zheng
Li, Guan‐Zhang
Liu, Yu‐Qing
Huang, Ruo‐Yu
Wang, Kuan‐Yu
Jiang, Hao‐Yu
Li, Ren‐Peng
Chai, Rui‐Chao
Zhang, Chuan‐Bao
Wu, Fan
Characterization and prognostic significance of alternative splicing events in lower‐grade diffuse gliomas
title Characterization and prognostic significance of alternative splicing events in lower‐grade diffuse gliomas
title_full Characterization and prognostic significance of alternative splicing events in lower‐grade diffuse gliomas
title_fullStr Characterization and prognostic significance of alternative splicing events in lower‐grade diffuse gliomas
title_full_unstemmed Characterization and prognostic significance of alternative splicing events in lower‐grade diffuse gliomas
title_short Characterization and prognostic significance of alternative splicing events in lower‐grade diffuse gliomas
title_sort characterization and prognostic significance of alternative splicing events in lower‐grade diffuse gliomas
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7701518/
https://www.ncbi.nlm.nih.gov/pubmed/33006444
http://dx.doi.org/10.1111/jcmm.15924
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