Package: dmrseq 1.27.0

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_1.27.0.tar.gz
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dmrseq.pdf |dmrseq.html
dmrseq/json (API)
NEWS

# Install 'dmrseq' in R:
install.packages('dmrseq', repos = c('https://bioc.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Datasets:
  • BS.chr21 - BS.chr21: Whole-genome bisulfite sequencing for chromosome 21 from Lister et al.
  • annot.chr21 - Annot.chr21: Annotation information for chromosome 21, hg38 genome
  • dmrs.ex - Dmrs.ex: Example results of DMRs

On BioConductor:dmrseq-1.25.2(bioc 3.20)dmrseq-1.24.2(bioc 3.19)

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

immunooncologydnamethylationepigeneticsmultiplecomparisonsoftwaresequencingdifferentialmethylationwholegenomeregressionfunctionalgenomics

5.62 score 1 packages 55 scripts 586 downloads 6 exports 139 dependencies

Last updated 22 days agofrom:ea859e7589. Checks:OK: 3 NOTE: 4. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 30 2024
R-4.5-winNOTEOct 30 2024
R-4.5-linuxNOTEOct 30 2024
R-4.4-winNOTEOct 30 2024
R-4.4-macNOTEOct 31 2024
R-4.3-winOKOct 30 2024
R-4.3-macOKOct 31 2024

Exports:dmrseqgetAnnotmeanDiffplotDMRsplotEmpiricalDistributionsimDMRs

Dependencies:abindAnnotationDbiAnnotationHubannotatraskpassassortheadbeachmatBHBiobaseBiocFileCacheBiocGenericsBiocIOBiocManagerBiocParallelBiocVersionBiostringsbitbit64bitopsblobBSgenomebsseqbumphuntercachemclicliprcodetoolscolorspacecpp11crayoncurldata.tableDBIdbplyrDelayedArrayDelayedMatrixStatsdigestdoRNGdplyrfansifarverfastmapfilelockforeachformatRfutile.loggerfutile.optionsgenericsGenomeInfoDbGenomeInfoDbDataGenomicAlignmentsGenomicFeaturesGenomicRangesggplot2gluegtablegtoolsHDF5ArrayhmshttrIRangesisobanditeratorsjsonliteKEGGRESTlabelinglambda.rlatticelifecyclelimmalocfitmagrittrMASSMatrixMatrixGenericsmatrixStatsmemoisemgcvmimemunsellnlmeopenssloutlierspermutepillarpkgconfigplogrplyrpngprettyunitsprogresspurrrR.methodsS3R.ooR.utilsR6rappdirsRColorBrewerRcppRCurlreadrregioneRreshape2restfulrrhdf5rhdf5filtersRhdf5libRhtslibrjsonrlangrngtoolsRsamtoolsRSQLitertracklayerS4ArraysS4VectorsscalessnowSparseArraysparseMatrixStatsstatmodstringistringrSummarizedExperimentsystibbletidyrtidyselecttzdbUCSC.utilsutf8vctrsviridisLitevroomwithrXMLXVectoryamlzlibbioc

Analyzing Bisulfite-seq data with dmrseq

Rendered fromdmrseq.Rmdusingknitr::rmarkdownon Oct 30 2024.

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