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
| Maintainer | Alex Chit Hei Wong <alexchwong.github@gmail.com> |
| Author | Alex Chit Hei Wong [aut, cre, cph], Ulf Schmitz [ctb], William Ritchie [cph] |
| License | MIT + file LICENSE |
| URL | https://github.com/alexchwong/SpliceWiz |
| Bug Reports | https://support.bioconductor.org/ |
| System Requirements | C++11, GNU make |
| Downloads rank | 346 |
| Source branch | RELEASE_3_23 |
| biocViews | AlternativeSplicing, Coverage, DifferentialExpression, DifferentialSplicing, GUI, RNASeq, Sequencing, Software, Transcriptomics |
Documentation
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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