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Cancer-associated dynamics and potential regulators of intronic polyadenylation revealed by IPAFinder using standard RNA-seq data
- Source :
- Genome Res
- Publication Year :
- 2021
- Publisher :
- Cold Spring Harbor Laboratory, 2021.
-
Abstract
- 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 m6A 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.
- Subjects :
- Messenger RNA
Polyadenylation
Method
Cancer
RNA-Seq
Computational biology
Biology
bacterial infections and mycoses
medicine.disease
Introns
respiratory tract diseases
medicine.anatomical_structure
Neoplasms
RNA splicing
Genetics
medicine
Humans
Coding region
RNA, Messenger
TSC1
skin and connective tissue diseases
Gene
Genetics (clinical)
Subjects
Details
- ISSN :
- 15495469 and 10889051
- Volume :
- 31
- Database :
- OpenAIRE
- Journal :
- Genome Research
- Accession number :
- edsair.doi.dedup.....17460b94a60b1af96da0eccb40907cb0
- Full Text :
- https://doi.org/10.1101/gr.271627.120