Package: recountmethylation 1.15.0

Sean K Maden

recountmethylation: Access and analyze public DNA methylation array data compilations

Resources for cross-study analyses of public DNAm array data from NCBI GEO repo, produced using Illumina's Infinium HumanMethylation450K (HM450K) and MethylationEPIC (EPIC) platforms. Provided functions enable download, summary, and filtering of large compilation files. Vignettes detail background about file formats, example analyses, and more. Note the disclaimer on package load and consult the main manuscripts for further info.

Authors:Sean K Maden [cre, aut], Brian Walsh [aut], Kyle Ellrott [aut], Kasper D Hansen [aut], Reid F Thompson [aut], Abhinav Nellore [aut]

recountmethylation_1.15.0.tar.gz
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recountmethylation_1.15.0.tgz(r-4.4-any)recountmethylation_1.15.0.tgz(r-4.3-any)
recountmethylation_1.15.0.tar.gz(r-4.5-noble)recountmethylation_1.15.0.tar.gz(r-4.4-noble)
recountmethylation_1.15.0.tgz(r-4.4-emscripten)recountmethylation_1.15.0.tgz(r-4.3-emscripten)
recountmethylation.pdf |recountmethylation.html
recountmethylation/json (API)
NEWS

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

Peer review:

Bug tracker:https://github.com/metamaden/recountmethylation/issues

On BioConductor:recountmethylation-1.15.0(bioc 3.20)recountmethylation-1.14.0(bioc 3.19)

bioconductor-package

21 exports 0.82 score 141 dependencies

Last updated 2 months agofrom:c0294315dd

Exports:bactrlbathreshdata_mdpostgds_idat2rggds_idatqueryget_crossreactive_cpgsget_qcsignalget_rmdlget_servermatrixgetdb_h5_rggetdb_h5_testgetdb_h5se_gmgetdb_h5se_grgetdb_h5se_rggetdb_h5se_testgetrghreadmatchds_1to2rgseservermatrixsmfilt

Dependencies:abindannotateAnnotationDbiaskpassbase64basiliskbasilisk.utilsbeanplotBHBiobaseBiocFileCacheBiocGenericsBiocIOBiocParallelBiostringsbitbit64bitopsblobbumphuntercachemclicliprcodetoolscpp11crayoncurldata.tableDBIdbplyrDelayedArrayDelayedMatrixStatsdigestdir.expirydoRNGdplyrfansifastmapfilelockforeachformatRfutile.loggerfutile.optionsgenefiltergenericsGenomeInfoDbGenomeInfoDbDataGenomicAlignmentsGenomicFeaturesGenomicRangesGEOqueryglueHDF5ArrayherehmshttrilluminaioIRangesiteratorsjsonliteKEGGRESTlambda.rlatticelifecyclelimmalocfitmagrittrMASSMatrixMatrixGenericsmatrixStatsmclustmemoisemimeminfimulttestnlmenor1mixopensslpillarpkgconfigplogrplyrpngpreprocessCoreprettyunitsprogresspurrrquadprogR.methodsS3R.ooR.utilsR6rappdirsRColorBrewerRcppRcppTOMLRCurlreadrreshaperestfulrreticulaterhdf5rhdf5filtersRhdf5libRhtslibrjsonrlangrngtoolsrprojrootRsamtoolsRSQLitertracklayerS4ArraysS4VectorsscrimesiggenessnowSparseArraysparseMatrixStatsstatmodstringistringrSummarizedExperimentsurvivalsystibbletidyrtidyselecttzdbUCSC.utilsutf8vctrsvroomwithrXMLxml2xtableXVectoryamlzlibbioc

Data Analyses

Rendered fromrecountmethylation_data_analyses.Rmdusingknitr::rmarkdownon Jul 01 2024.

Last update: 2023-03-27
Started: 2020-07-13

Determine population ancestry from DNAm arrays

Rendered fromrecountmethylation_glint.Rmdusingknitr::rmarkdownon Jul 01 2024.

Last update: 2022-03-04
Started: 2022-03-04

Nearest neighbors analysis for DNAm arrays

Rendered fromrecountmethylation_search_index.Rmdusingknitr::rmarkdownon Jul 01 2024.

Last update: 2023-03-27
Started: 2022-02-28

Power analysis for DNAm arrays

Rendered fromrecountmethylation_pwrewas.Rmdusingknitr::rmarkdownon Jul 01 2024.

Last update: 2022-03-04
Started: 2022-02-28

Practical uses for provided CpG probe annotations

Rendered fromcpg_probe_annotations.Rmdusingknitr::rmarkdownon Jul 01 2024.

Last update: 2024-02-01
Started: 2023-03-27

recountmethylation User's Guide

Rendered fromrecountmethylation_users_guide.Rmdusingknitr::rmarkdownon Jul 01 2024.

Last update: 2023-03-26
Started: 2020-07-13

Working with DNAm data types

Rendered fromexporting_saving_data.Rmdusingknitr::rmarkdownon Jul 01 2024.

Last update: 2023-03-27
Started: 2023-03-27

Readme and manuals

Help Manual

Help pageTopics
ba.backgroundba.background ba.biotinstaining.grn ba.biotinstaining.red ba.bisulfiteconv1.grn ba.bisulfiteconv1.red ba.bisulfiteconv2 ba.extension.grn ba.extension.red ba.hybridization.hi.vs.med ba.hybridization.med.vs.low ba.nonpolymorphic.grn ba.nonpolymorphic.red ba.restoration ba.specificity1.grn ba.specificity1.red ba.specificity2 ba.targetremoval1 ba.targetremoval2
bactrlbactrl
Get BeadArray control outcomes from a matrix of metric signalsbathresh
Retrieve all available sample metadata from an HDF5 database.data_mdpost
Get IDATs as an RGChannelSet from GEO/GDSgds_idat2rg
Query and download IDATs from GEO Data Setsgds_idatquery
get_crossreactive_cpgsget_crossreactive_cpgs
get_fhget_fh
get_qcsignalget_qcsignal
Get DNAm assay data.get_rmdl
get_servermatrixget_servermatrix
Access database files.getdb getdb_h5se_gm getdb_h5se_gr getdb_h5se_rg getdb_h5se_test getdb_h5_rg getdb_h5_test
Query and store data from h5 file signal tablesgetrg
Query and store an HDF5 dataset on row and column indices.hread
make_simake_si
Match two datasets on rows and columnsmatchds_1to2
query_siquery_si
Form an RGChannelSet from a list containing signal data matricesrgse
servermatrixservermatrix
setup_sienvsetup_sienv
smfiltsmfilt