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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...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2020
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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. |
format | Online Article Text |
id | pubmed-7701518 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
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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