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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....

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Autores principales: Zhao, Zhaozhao, Xu, Qiushi, Wei, Ran, Wang, Weixu, Ding, Dong, Yang, Yu, Yao, Jun, Zhang, Liye, Hu, Yue-Qing, Wei, Gang, Ni, Ting
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory Press 2021
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.
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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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