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decompTumor2Sig

Decomposition of individual tumors into mutational signatures by signature refitting

Bioconductor version: 3.23 · Package version: 2.28.1

Uses quadratic programming for signature refitting, i.e., to decompose the mutation catalog from an individual tumor sample into a set of given mutational signatures (either Alexandrov-model signatures or Shiraishi-model signatures), computing weights that reflect the contributions of the signatures to the mutation load of the tumor.

Installation

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

BiocManager::install("decompTumor2Sig")

Details

MaintainerRosario M. Piro <rmpiro@gmail.com>
AuthorRosario M. Piro [aut, cre], Sandra Krueger [ctb]
LicenseGPL-2
URLhttp://rmpiro.net/decompTumor2Sig/, https://github.com/rmpiro/decompTumor2Sig
Bug Reportshttps://github.com/rmpiro/decompTumor2Sig/issues
Downloads rank284
Source branchRELEASE_3_23
biocViewsBiologicalQuestion, BiomedicalInformatics, DNASeq, Genetics, GenomicVariation, SNP, Sequencing, Software, SomaticMutation, StatisticalMethod

Documentation

Download

Dependencies

Depends: R (>= 4.0), ggplot2

Imports: methods, Matrix, quadprog (>= 1.5-5), GenomicRanges, stats, GenomicFeatures, Biostrings, BiocGenerics, S4Vectors, plyr, utils, graphics, BSgenome.Hsapiens.UCSC.hg19, TxDb.Hsapiens.UCSC.hg19.knownGene, VariantAnnotation, SummarizedExperiment, ggseqlogo, gridExtra, data.table, Seqinfo, readxl

Suggests: knitr, rmarkdown, BiocStyle

Reverse dependencies

Imports Me (1): musicatk