BioinformaticsBioinformaticsPeer-reviewed journal article
IsoformSwitchAnalyzeR: Analysis of changes in genome-wide patterns of alternative splicing and its functional consequences
Abstract
Alternative splicing is an important mechanism involved in both health and disease. Recent work highlights the importance of investigating genome-wide changes in patters of splicing and the subsequent functional consequences. Unfortunately current computational methods only support such analysis on a gene-by-gene basis. To fill this gap, we extended IsoformSwitchAnalyzeR thereby enabling analysis of genome-wide changes in both specific types of alternative splicing as well as the 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 both alternative splicing and the consequences of the associated isoform switches.\n\nAvailabilityWindows, Linux and Mac OS: http://bioconductor.org/packages/IsoformSwitchAnalyzeR.\n\nContactKVS: k.vitting.seerup@gmail.com, AS: albin@binf.ku.dk
- organism: human
- assay: bulk RNA-seq
- research focus: differential expression
- research focus: gene regulatory network inference
- approach: statistical model
- Citations
- 342
- FWCI
- 8.19
- Field percentile
- top 1%
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