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Cancer-associated dynamics and potential regulators of intronic polyadenylation revealed by IPAFinder using standard RNA-seq data
Intronic polyadenylation (IpA) usually leads to changes in the coding region of an mRNA, and its implication in diseases has been recognized, although at its very beginning status. Conveniently and accurately identifying IpA is of great importance for further evaluating its biological significance....
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory Press
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8559711/ https://www.ncbi.nlm.nih.gov/pubmed/34475268 http://dx.doi.org/10.1101/gr.271627.120 |
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author | Zhao, Zhaozhao Xu, Qiushi Wei, Ran Wang, Weixu Ding, Dong Yang, Yu Yao, Jun Zhang, Liye Hu, Yue-Qing Wei, Gang Ni, Ting |
author_facet | Zhao, Zhaozhao Xu, Qiushi Wei, Ran Wang, Weixu Ding, Dong Yang, Yu Yao, Jun Zhang, Liye Hu, Yue-Qing Wei, Gang Ni, Ting |
author_sort | Zhao, Zhaozhao |
collection | PubMed |
description | Intronic polyadenylation (IpA) usually leads to changes in the coding region of an mRNA, and its implication in diseases has been recognized, although at its very beginning status. Conveniently and accurately identifying IpA is of great importance for further evaluating its biological significance. Here, we developed IPAFinder, a bioinformatic method for the de novo identification of intronic poly(A) sites and their dynamic changes from standard RNA-seq data. Applying IPAFinder to 256 pan-cancer tumor/normal pairs across six tumor types, we discovered 490 recurrent dynamically changed IpA events, some of which are novel and derived from cancer-associated genes such as TSC1, SPERD2, and CCND2. Furthermore, IPAFinder revealed that IpA could be regulated by factors related to splicing and m(6)A modification. In summary, IPAFinder enables the global discovery and characterization of biologically regulated IpA with standard RNA-seq data and should reveal the biological significance of IpA in various processes. |
format | Online Article Text |
id | pubmed-8559711 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Cold Spring Harbor Laboratory Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-85597112021-11-10 Cancer-associated dynamics and potential regulators of intronic polyadenylation revealed by IPAFinder using standard RNA-seq data Zhao, Zhaozhao Xu, Qiushi Wei, Ran Wang, Weixu Ding, Dong Yang, Yu Yao, Jun Zhang, Liye Hu, Yue-Qing Wei, Gang Ni, Ting Genome Res Method Intronic polyadenylation (IpA) usually leads to changes in the coding region of an mRNA, and its implication in diseases has been recognized, although at its very beginning status. Conveniently and accurately identifying IpA is of great importance for further evaluating its biological significance. Here, we developed IPAFinder, a bioinformatic method for the de novo identification of intronic poly(A) sites and their dynamic changes from standard RNA-seq data. Applying IPAFinder to 256 pan-cancer tumor/normal pairs across six tumor types, we discovered 490 recurrent dynamically changed IpA events, some of which are novel and derived from cancer-associated genes such as TSC1, SPERD2, and CCND2. Furthermore, IPAFinder revealed that IpA could be regulated by factors related to splicing and m(6)A modification. In summary, IPAFinder enables the global discovery and characterization of biologically regulated IpA with standard RNA-seq data and should reveal the biological significance of IpA in various processes. Cold Spring Harbor Laboratory Press 2021-11 /pmc/articles/PMC8559711/ /pubmed/34475268 http://dx.doi.org/10.1101/gr.271627.120 Text en © 2021 Zhao et al.; Published by Cold Spring Harbor Laboratory Press https://creativecommons.org/licenses/by-nc/4.0/This article, published in Genome Research, is available under a Creative Commons License (Attribution-NonCommercial 4.0 International), as described at http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Method Zhao, Zhaozhao Xu, Qiushi Wei, Ran Wang, Weixu Ding, Dong Yang, Yu Yao, Jun Zhang, Liye Hu, Yue-Qing Wei, Gang Ni, Ting Cancer-associated dynamics and potential regulators of intronic polyadenylation revealed by IPAFinder using standard RNA-seq data |
title | Cancer-associated dynamics and potential regulators of intronic polyadenylation revealed by IPAFinder using standard RNA-seq data |
title_full | Cancer-associated dynamics and potential regulators of intronic polyadenylation revealed by IPAFinder using standard RNA-seq data |
title_fullStr | Cancer-associated dynamics and potential regulators of intronic polyadenylation revealed by IPAFinder using standard RNA-seq data |
title_full_unstemmed | Cancer-associated dynamics and potential regulators of intronic polyadenylation revealed by IPAFinder using standard RNA-seq data |
title_short | Cancer-associated dynamics and potential regulators of intronic polyadenylation revealed by IPAFinder using standard RNA-seq data |
title_sort | cancer-associated dynamics and potential regulators of intronic polyadenylation revealed by ipafinder using standard rna-seq data |
topic | Method |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8559711/ https://www.ncbi.nlm.nih.gov/pubmed/34475268 http://dx.doi.org/10.1101/gr.271627.120 |
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