Package: SigsPack 1.21.0
SigsPack: Mutational Signature Estimation for Single Samples
Single sample estimation of exposure to mutational signatures. Exposures to known mutational signatures are estimated for single samples, based on quadratic programming algorithms. Bootstrapping the input mutational catalogues provides estimations on the stability of these exposures. The effect of the sequence composition of mutational context can be taken into account by normalising the catalogues.
Authors:
SigsPack_1.21.0.tar.gz
SigsPack_1.21.0.zip(r-4.5)SigsPack_1.21.0.zip(r-4.4)SigsPack_1.21.0.zip(r-4.3)
SigsPack_1.21.0.tgz(r-4.4-any)SigsPack_1.21.0.tgz(r-4.3-any)
SigsPack_1.21.0.tar.gz(r-4.5-noble)SigsPack_1.21.0.tar.gz(r-4.4-noble)
SigsPack_1.21.0.tgz(r-4.4-emscripten)SigsPack_1.21.0.tgz(r-4.3-emscripten)
SigsPack.pdf |SigsPack.html✨
SigsPack/json (API)
NEWS
# Install 'SigsPack' in R: |
install.packages('SigsPack', repos = c('https://bioc.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/bihealth/sigspack/issues
- cosmicSigs - COSMIC Signature Profiles
- hg19context_freq - Trinuecleotide frequencies of the human reference genome hg19
- sigProfiler20190522 - COSMIC v3 whole genome SBS Signature Profiles
- sigProfilerExome - COSMIC v3 exome SBS Signature Profiles
On BioConductor:SigsPack-1.21.0(bioc 3.21)SigsPack-1.20.0(bioc 3.20)
somaticmutationsnpvariantannotationbiomedicalinformaticsdnaseq
Last updated 2 months agofrom:7943dfb283. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 30 2024 |
R-4.5-win | OK | Nov 30 2024 |
R-4.5-linux | OK | Nov 30 2024 |
R-4.4-win | OK | Nov 30 2024 |
R-4.4-mac | OK | Nov 30 2024 |
R-4.3-win | OK | Nov 30 2024 |
R-4.3-mac | OK | Nov 30 2024 |
Exports:bootstrap_mut_cataloguescreate_mut_cataloguesdecomposeQPget_context_freqnormalizeplot_bootstrapped_exposuresignature_exposuresummarize_exposuresvcf2mut_cat
Dependencies:abindAnnotationDbiaskpassBHBiobaseBiocGenericsBiocIOBiocParallelBiostringsbitbit64bitopsblobBSgenomecachemclicodetoolscpp11crayoncurlDBIDelayedArrayfastmapformatRfutile.loggerfutile.optionsgenericsGenomeInfoDbGenomeInfoDbDataGenomicAlignmentsGenomicFeaturesGenomicRangesgluehttrIRangesjsonliteKEGGRESTlambda.rlatticelifecycleMatrixMatrixGenericsmatrixStatsmemoisemimeopensslpkgconfigplogrpngquadprogR6RCurlrestfulrRhtslibrjsonrlangRsamtoolsRSQLitertracklayerS4ArraysS4VectorssnowSparseArraySummarizedExperimentsysUCSC.utilsVariantAnnotationvctrsXMLXVectoryamlzlibbioc
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Bootstraps a given mutational catalogue | bootstrap_mut_catalogues |
COSMIC Signature Profiles | cosmicSigs |
Creates simulated mutational catalogues | create_mut_catalogues |
decomposeQP function | decomposeQP |
Extract occurence of tri-nucleotide contexts | get_context_freq |
Trinuecleotide frequencies of the human reference genome hg19 | hg19context_freq |
Normalize mutational catalogues | normalize |
Plot signature exposure estimation for several samples | plot_bootstrapped_exposure |
Estimates the signature exposure of a mutational catalogue | signature_exposure |
COSMIC v3 whole genome SBS Signature Profiles | sigProfiler20190522 |
COSMIC v3 exome SBS Signature Profiles | sigProfilerExome |
Signature exposure analysis of a mutational catalogue | summarize_exposures |
Derive the mutational catalogue from a vcf | vcf2mut_cat |