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DESCRIPTION
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DESCRIPTION
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Package: methodical
Title: Discovering genomic regions where methylation is strongly associated with transcriptional activity
Version: 1.1.0
Authors@R:
person("Richard", "Heery", , "[email protected]", role = c("aut", "cre"),
comment = c(ORCID = "0000-0001-8067-3114"))
Description: DNA methylation is generally considered to be associated with transcriptional silencing. However, comprehensive, genome-wide investigation of this relationship requires the evaluation of
potentially millions of correlation values between the methylation of individual genomic loci and expression of associated transcripts in a relatively large numbers of samples.
Methodical makes this process quick and easy while keeping a low memory footprint. It also provides a novel method for identifying regions where a number of methylation sites are
consistently strongly associated with transcriptional expression. In addition, Methodical enables housing DNA methylation data from diverse sources (e.g. WGBS, RRBS and methylation arrays) with a
common framework, lifting over DNA methylation data between different genome builds and creating base-resolution plots of the association between DNA methylation and
transcriptional activity at transcriptional start sites.
License: GPL (>= 3)
BugReports: https://github.com/richardheery/methodical/issues
biocViews: DNAMethylation, MethylationArray, Transcription, GenomeWideAssociation, Software
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.2
Depends:
GenomicRanges,
ggplot2,
R (>= 4.0),
SummarizedExperiment
LazyData: false
Imports:
AnnotationHub,
annotatr,
BiocCheck,
BiocManager,
BiocParallel,
BiocStyle,
Biostrings,
BSgenome,
BSgenome.Hsapiens.UCSC.hg19,
BSgenome.Hsapiens.UCSC.hg38,
cowplot,
data.table,
DelayedArray,
devtools,
dplyr,
ExperimentHub,
foreach,
GenomeInfoDb,
HDF5Array,
IRanges,
knitr,
MatrixGenerics,
R.utils,
rcmdcheck,
RcppRoll,
remotes,
rhdf5,
rtracklayer,
S4Vectors,
scales,
tibble,
tidyr,
tools,
TumourMethData,
usethis
Suggests:
BSgenome.Athaliana.TAIR.TAIR9,
DESeq2,
methrix,
rmarkdown
VignetteBuilder: knitr
SystemRequirements: kallisto
URL: https://github.com/richardheery/methodical