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SpliceWiz

interactive analysis and visualization of alternative splicing in R

Bioconductor version: 3.23 · Package version: 1.14.0

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.

Installation

if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("SpliceWiz")

Details

MaintainerAlex Chit Hei Wong <alexchwong.github@gmail.com>
AuthorAlex Chit Hei Wong [aut, cre, cph], Ulf Schmitz [ctb], William Ritchie [cph]
LicenseMIT + file LICENSE
URLhttps://github.com/alexchwong/SpliceWiz
Bug Reportshttps://support.bioconductor.org/
System RequirementsC++11, GNU make
Downloads rank346
Source branchRELEASE_3_23
biocViewsAlternativeSplicing, Coverage, DifferentialExpression, DifferentialSplicing, GUI, RNASeq, Sequencing, Software, Transcriptomics

Documentation

Download

Dependencies

Depends: R (>= 3.5.0), NxtIRFdata

Imports: ompBAM, methods, stats, utils, tools, parallel, scales, magrittr, Rcpp (>= 1.0.5), data.table, fst, ggplot2, AnnotationHub, RSQLite, BiocFileCache, BiocGenerics, BiocParallel, Biostrings, BSgenome, DelayedArray, DelayedMatrixStats, genefilter, GenomeInfoDb, GenomicRanges, HDF5Array, h5mread, htmltools, IRanges, patchwork, pheatmap, progress, plotly, R.utils, rhdf5, rtracklayer, SummarizedExperiment, S4Vectors, shiny, shinyFiles, shinyWidgets, shinydashboard, stringi, rhandsontable, DT, grDevices, heatmaply, matrixStats, RColorBrewer, rvest, httr

LinkingTo: ompBAM, Rcpp, RcppProgress

Suggests: knitr, rmarkdown, crayon, splines, testthat (>= 3.0.0), DESeq2, limma, DoubleExpSeq, edgeR, DBI, GO.db, AnnotationDbi, fgsea, Rsubread