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DESCRIPTION
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Package: MutationalPatterns
Type: Package
Title: Comprehensive genome-wide analysis of mutational processes
Description: Mutational processes leave characteristic footprints in genomic DNA. This
package provides a comprehensive set of flexible functions that allows
researchers to easily evaluate and visualize a multitude of mutational patterns
in base substitution catalogues of e.g. healthy samples, tumour samples, or
DNA-repair deficient cells. The package covers a wide range of patterns including: mutational
signatures, transcriptional and replicative strand bias, lesion segregation,
genomic distribution and association with genomic features, which are
collectively meaningful for studying the activity of mutational processes. The
package works with single nucleotide variants (SNVs), insertions and deletions
(Indels), double base substitutions (DBSs) and larger multi base substitutions
(MBSs). The package provides functionalities for both extracting mutational
signatures de novo and determining the contribution of previously identified
mutational signatures on a single sample level. MutationalPatterns integrates
with common R genomic analysis workflows and allows easy association with
(publicly available) annotation data.
Version: 3.7.1
Date: 2022-05-20
Authors@R: c(
person("Freek", "Manders", email = "F.M.Manders@prinsesmaximacentrum.nl", role = c("aut"),
comment = c(ORCID = "0000-0001-6197-347X")),
person("Francis", "Blokzijl", role = "aut",
comment = c(ORCID = "0000-0002-8084-8444")),
person("Roel", "Janssen", role = "aut",
comment = c(ORCID = "0000-0003-4324-5350")),
person("Jurrian", "de Kanter", role = "ctb",
comment = c(ORCID = "0000-0001-5665-3711")),
person("Rurika", "Oka", role = "ctb",
comment = c(ORCID = "0000-0003-4107-7250")),
person("Mark", "van Roosmalen", email = "M.J.vanRoosmalen-3@prinsesmaximacentrum.nl", role = "cre"),
person("Ruben", "van Boxtel", role = c("aut", "cph"),
comment = c(ORCID = "0000-0003-1285-2836")),
person("Edwin", "Cuppen", role = "aut",
comment = c(ORCID = "0000-0002-0400-9542")))
License: MIT + file LICENSE
URL: https://doi.org/doi:10.1186/s12864-022-08357-3
Imports:
stats,
S4Vectors,
BiocGenerics (>= 0.18.0),
BSgenome (>= 1.40.0),
VariantAnnotation (>= 1.18.1),
dplyr (>= 0.8.3),
tibble(>= 2.1.3),
purrr (>= 0.3.2),
tidyr (>= 1.0.0),
stringr (>= 1.4.0),
magrittr (>= 1.5),
ggplot2 (>= 2.1.0),
pracma (>= 1.8.8),
IRanges (>= 2.6.0),
GenomeInfoDb (>= 1.12.0),
Biostrings (>= 2.40.0),
ggdendro (>= 0.1-20),
cowplot (>= 0.9.2),
ggalluvial (>= 0.12.2),
RColorBrewer,
methods
Depends:
R (>= 4.2.0),
GenomicRanges (>= 1.24.0),
NMF (>= 0.20.6)
Suggests:
BSgenome.Hsapiens.UCSC.hg19 (>= 1.4.0),
BiocStyle (>= 2.0.3),
TxDb.Hsapiens.UCSC.hg19.knownGene (>= 3.2.2),
biomaRt (>= 2.28.0),
gridExtra (>= 2.2.1),
rtracklayer (>= 1.32.2),
ccfindR (>= 1.6.0),
GenomicFeatures,
AnnotationDbi,
testthat,
knitr,
rmarkdown
biocViews: Genetics, SomaticMutation
ZipData: NA
LazyData: false
RoxygenNote: 7.1.1
Encoding: UTF-8
VignetteBuilder: knitr