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IsoformSwitchAnalyzeR: analysis of changes in genome-wide patterns of alternative splicing and its functional consequences
- Source :
- Bioinformatics (Oxford, England). 35(21)
- Publication Year :
- 2018
-
Abstract
- Summary Alternative splicing is an important mechanism involved in health and disease. Recent work highlights the importance of investigating genome-wide changes in splicing patterns and the subsequent functional consequences. Current computational methods only support such analysis on a gene-by-gene basis. Therefore, we extended IsoformSwitchAnalyzeR R library to enable analysis of genome-wide changes in specific types of alternative splicing and predicted functional consequences of the resulting isoform switches. As a case study, we analyzed RNA-seq data from The Cancer Genome Atlas and found systematic changes in alternative splicing and the consequences of the associated isoform switches. Availability and implementation Windows, Linux and Mac OS: http://bioconductor.org/packages/IsoformSwitchAnalyzeR. Supplementary information Supplementary data are available at Bioinformatics online.
- Subjects :
- Statistics and Probability
Gene isoform
Sequence analysis
Computer science
RNA Splicing
Computational biology
Biology
Biochemistry
Genome
Bioconductor
03 medical and health sciences
0302 clinical medicine
Cancer genome
Protein Isoforms
Molecular Biology
030304 developmental biology
0303 health sciences
Sequence Analysis, RNA
Alternative splicing
RNA
Computer Science Applications
Computational Mathematics
Alternative Splicing
Computational Theory and Mathematics
030220 oncology & carcinogenesis
RNA splicing
Software
Subjects
Details
- ISSN :
- 13674811
- Volume :
- 35
- Issue :
- 21
- Database :
- OpenAIRE
- Journal :
- Bioinformatics (Oxford, England)
- Accession number :
- edsair.doi.dedup.....f66f36d06a0360fb50da901947d238fe