Package: methylSig 1.25.0
methylSig: MethylSig: Differential Methylation Testing for WGBS and RRBS Data
MethylSig is a package for testing for differentially methylated cytosines (DMCs) or regions (DMRs) in whole-genome bisulfite sequencing (WGBS) or reduced representation bisulfite sequencing (RRBS) experiments. MethylSig uses a beta binomial model to test for significant differences between groups of samples. Several options exist for either site-specific or sliding window tests, and variance estimation.
Authors:
methylSig_1.25.0.tar.gz
methylSig_1.25.0.zip(r-4.7)methylSig_1.25.0.zip(r-4.6)methylSig_1.25.0.zip(r-4.5)
methylSig_1.25.0.tgz(r-4.6-any)methylSig_1.25.0.tgz(r-4.5-any)
methylSig_1.25.0.tar.gz(r-4.7-any)methylSig_1.25.0.tar.gz(r-4.6-any)
methylSig_1.25.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
methylSig/json (API)
NEWS
| # Install 'methylSig' in R: |
| install.packages('methylSig', repos = c('https://bioc.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/sartorlab/methylsig/issues
- bsseq_destranded - BSseq object read from destranded coverage files
- bsseq_multichrom - BSseq object with loci on multiple chromosomes
- bsseq_stranded - BSseq object read from stranded coverage files
- promoters_gr - GRanges object with collapsed promoters on chr21 and chr22
On BioConductor:methylSig-1.25.0(bioc 3.24)methylSig-1.24.0(bioc 3.23)
dnamethylationdifferentialmethylationepigeneticsregressionmethylseqdifferential-methylationdna-methylation
Last updated from:3cf80514e4. Checks:1 NOTE, 9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| bioc-checks | NOTE | 264 | ||
| linux-devel-x86_64 | OK | 508 | ||
| source / vignettes | OK | 360 | ||
| linux-release-x86_64 | OK | 472 | ||
| macos-release-arm64 | OK | 335 | ||
| macos-oldrel-arm64 | OK | 308 | ||
| windows-devel | OK | 474 | ||
| windows-release | OK | 402 | ||
| windows-oldrel | OK | 406 | ||
| wasm-release | OK | 206 |
Exports:diff_binomialdiff_dss_fitdiff_dss_testdiff_methylsigfilter_loci_by_coveragefilter_loci_by_group_coveragefilter_loci_by_locationtile_by_regionstile_by_windows
Dependencies:abindaskpassassortheadbeachmatBHBiobaseBiocBaseUtilsBiocGenericsBiocIObiocmakeBiocParallelBiostringsbitopsBSgenomebsseqcigarilloclicodetoolscpp11crayoncurldata.tableDelayedArrayDelayedMatrixStatsdir.expiryDSSfarverfilelockformatRfutile.loggerfutile.optionsgenericsGenomicAlignmentsGenomicRangesgluegtoolsh5mreadHDF5ArrayhttrIRangesjsonlitelabelinglambda.rlatticelifecyclelimmalocfitMatrixMatrixGenericsmatrixStatsmimeopensslpermuteR.methodsS3R.ooR.utilsR6RColorBrewerRcppRCurlrestfulrrhdf5rhdf5filtersRhdf5libRhtslibrjsonrlangRsamtoolsrtracklayerS4ArraysS4VectorsscalesSeqinfosnowSparseArraysparseMatrixStatsstatmodSummarizedExperimentsysviridisLiteXMLXVectoryaml
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| BSseq object read from destranded coverage files | bsseq_destranded |
| BSseq object with loci on multiple chromosomes | bsseq_multichrom |
| BSseq object read from stranded coverage files | bsseq_stranded |
| Differential methylation analysis using binomial model | diff_binomial |
| Performs model fit for general experimental design | diff_dss_fit |
| Calculates differential methylation statistics under general experimental design | diff_dss_test |
| Calculates differential methylation statistics using a Beta-binomial approach | diff_methylsig |
| Filter BSseq object by coverage | filter_loci_by_coverage |
| Filter loci based on coverage threshold per sample per group | filter_loci_by_group_coverage |
| Remove loci by overlap with a 'GRanges' object | filter_loci_by_location |
| GRanges object with collapsed promoters on chr21 and chr22 | promoters_gr |
| Group cytosine / CpG level data into regions based on genomic regions | tile_by_regions |
| Group cytosine / CpG level data into regions based on genomic windows | tile_by_windows |
