Package: dmrseq 1.33.0

Keegan Korthauer

dmrseq: Detection and inference of differentially methylated regions from Whole Genome Bisulfite Sequencing

This package implements an approach for scanning the genome to detect and perform accurate inference on differentially methylated regions from Whole Genome Bisulfite Sequencing data. The method is based on comparing detected regions to a pooled null distribution, that can be implemented even when as few as two samples per population are available. Region-level statistics are obtained by fitting a generalized least squares (GLS) regression model with a nested autoregressive correlated error structure for the effect of interest on transformed methylation proportions.

Authors:Keegan Korthauer [cre, aut], Rafael Irizarry [aut], Yuval Benjamini [aut], Sutirtha Chakraborty [aut]

dmrseq_1.33.0.tar.gz
dmrseq_1.33.0.zip(r-4.7)dmrseq_1.33.0.zip(r-4.6)dmrseq_1.33.0.zip(r-4.5)
dmrseq_1.33.0.tgz(r-4.6-any)dmrseq_1.33.0.tgz(r-4.5-any)
dmrseq_1.33.0.tar.gz(r-4.7-any)dmrseq_1.33.0.tar.gz(r-4.6-any)
dmrseq_1.33.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html
card.svg |card.png
dmrseq/json (API)
NEWS

# Install 'dmrseq' in R:
install.packages('dmrseq', repos = c('https://bioc.r-universe.dev', 'https://cloud.r-project.org'))
Datasets:
  • annot.chr21 - Annot.chr21: Annotation information for chromosome 21, hg38 genome
  • BS.chr21 - BS.chr21: Whole-genome bisulfite sequencing for chromosome 21 from Lister et al.
  • dmrs.ex - Dmrs.ex: Example results of DMRs

On BioConductor:dmrseq-1.33.0(bioc 3.24)dmrseq-1.32.0(bioc 3.23)

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

immunooncologydnamethylationepigeneticsmultiplecomparisonsoftwaresequencingdifferentialmethylationwholegenomeregressionfunctionalgenomics

6.51 score 1 packages 102 scripts 728 downloads 7 mentions 6 exports 139 dependencies

Last updated from:dd2a002e7a. Checks:1 WARNING, 7 NOTE, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
bioc-checksWARNING282
linux-devel-x86_64NOTE596
source / vignettesOK470
linux-release-x86_64NOTE547
macos-release-arm64NOTE441
macos-oldrel-arm64NOTE301
windows-develNOTE678
windows-releaseNOTE654
windows-oldrelNOTE662
wasm-releaseOK223

Exports:dmrseqgetAnnotmeanDiffplotDMRsplotEmpiricalDistributionsimDMRs

Dependencies:abindAnnotationDbiAnnotationHubannotatraskpassassortheadbeachmatBHBiobaseBiocBaseUtilsBiocFileCacheBiocGenericsBiocIObiocmakeBiocManagerBiocParallelBiocVersionBiostringsbitbit64bitopsblobBSgenomebsseqbumphuntercachemcigarilloclicliprcodetoolscpp11crayoncurldata.tableDBIdbplyrDelayedArrayDelayedMatrixStatsdigestdir.expirydoRNGdplyrfarverfastmapfilelockforeachformatRfutile.loggerfutile.optionsgenericsGenomeInfoDbGenomicAlignmentsGenomicFeaturesGenomicRangesggplot2gluegtablegtoolsh5mreadHDF5Arrayhmshttrhttr2IRangesisobanditeratorsjsonliteKEGGRESTlabelinglambda.rlatticelifecyclelimmalocfitmagrittrMatrixMatrixGenericsmatrixStatsmemoisemimenlmeopenssloutlierspermutepillarpkgconfigplyrpngprettyunitsprogresspurrrR.methodsS3R.ooR.utilsR6rappdirsRColorBrewerRcppRCurlreadrregioneRreshape2restfulrrhdf5rhdf5filtersRhdf5libRhtslibrjsonrlangrngtoolsRsamtoolsRSQLitertracklayerS4ArraysS4VectorsS7scalesSeqinfosnowSparseArraysparseMatrixStatsstatmodstringistringrSummarizedExperimentsystibbletidyrtidyselecttzdbUCSC.utilsutf8vctrsviridisLitevroomwithrXMLXVectoryaml

Analyzing Bisulfite-seq data with dmrseq

Rendered fromdmrseq.Rmdusingknitr::rmarkdownon May 30 2026.

Last update: 2024-09-24
Started: 2017-07-21