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
| Maintainer | Rosario M. Piro <rmpiro@gmail.com> |
| Author | Rosario M. Piro [aut, cre], Sandra Krueger [ctb] |
| License | GPL-2 |
| URL | http://rmpiro.net/decompTumor2Sig/, https://github.com/rmpiro/decompTumor2Sig |
| Bug Reports | https://github.com/rmpiro/decompTumor2Sig/issues |
| Downloads rank | 284 |
| Source branch | RELEASE_3_23 |
| biocViews | BiologicalQuestion, BiomedicalInformatics, DNASeq, Genetics, GenomicVariation, SNP, Sequencing, Software, SomaticMutation, StatisticalMethod |
Documentation
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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
Reverse dependencies
Imports Me (1): musicatk