alexchwong/SpliceWiz: interactive analysis and visualization of alternative splicing in R

The analysis and visualization of alternative splicing (AS) events from RNA sequencing data remains challenging. SpliceWiz is a user-friendly and performance-optimized R package for AS analysis, by processing alignment BAM files to quantify read counts across splice junctions, IRFinder-based intron retention quantitation, and supports novel splicing event identification. We introduce a novel visualization for AS using normalized coverage, thereby allowing visualization of differential AS across conditions. SpliceWiz features a shiny-based GUI facilitating interactive data exploration of results including gene ontology enrichment. It is performance optimized with multi-threaded processing of BAM files and a new COV file format for fast recall of sequencing coverage. Overall, SpliceWiz streamlines AS analysis, enabling reliable identification of functionally relevant AS events for further characterization.

Getting started

Package details

Bioconductor views AlternativeSplicing Coverage DifferentialExpression DifferentialSplicing GUI RNASeq Sequencing Software Transcriptomics
Maintainer
LicenseMIT + file LICENSE
Version1.7.6
URL https://github.com/alexchwong/SpliceWiz
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("alexchwong/SpliceWiz")
alexchwong/SpliceWiz documentation built on Oct. 15, 2024, 10:12 a.m.