AnnotationDbi

DOI: 10.18129/B9.bioc.AnnotationDbi    

This package is for version 3.10 of Bioconductor; for the stable, up-to-date release version, see AnnotationDbi.

Manipulation of SQLite-based annotations in Bioconductor

Bioconductor version: 3.10

Implements a user-friendly interface for querying SQLite-based annotation data packages.

Author: Hervé Pagès, Marc Carlson, Seth Falcon, Nianhua Li

Maintainer: Bioconductor Package Maintainer <maintainer at bioconductor.org>

Citation (from within R, enter citation("AnnotationDbi")):

Installation

To install this package, start R (version "3.6") and enter:

if (!requireNamespace("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("AnnotationDbi")

For older versions of R, please refer to the appropriate Bioconductor release.

Documentation

To view documentation for the version of this package installed in your system, start R and enter:

browseVignettes("AnnotationDbi")

 

PDF R Script 1. Introduction To Bioconductor Annotation Packages
PDF R Script 2. (Deprecated) How to use bimaps from the ".db" annotation packages
PDF   Reference Manual
Text   NEWS
Video   YouTube

Details

biocViews Annotation, GenomeAnnotation, Microarray, Sequencing, Software
Version 1.48.0
In Bioconductor since BioC 2.1 (R-2.6) (12.5 years)
License Artistic-2.0
Depends R (>= 2.7.0), methods, utils, stats4, BiocGenerics(>= 0.29.2), Biobase(>= 1.17.0), IRanges
Imports DBI, RSQLite, S4Vectors(>= 0.9.25)
LinkingTo
Suggests hgu95av2.db, GO.db, org.Sc.sgd.db, org.At.tair.db, KEGG.db, RUnit, TxDb.Hsapiens.UCSC.hg19.knownGene, hom.Hs.inp.db, org.Hs.eg.db, reactome.db, AnnotationForge, graph, EnsDb.Hsapiens.v75, BiocStyle, knitr
SystemRequirements
Enhances
URL
Depends On Me a4Base, a4Preproc, adme16cod.db, ag.db, agprobe, annotate, AnnotationForge, AnnotationFuncs, anopheles.db0, arabidopsis.db0, ath1121501.db, ath1121501probe, attract, barley1probe, bovine.db, bovine.db0, bovineprobe, bsubtilisprobe, canine.db, canine.db0, canine2.db, canine2probe, canineprobe, Category, celegans.db, celegansprobe, chicken.db, chicken.db0, chickenprobe, chimera, chimp.db0, ChromHeatMap, citrusprobe, clariomdhumanprobeset.db, clariomdhumantranscriptcluster.db, clariomshumanhttranscriptcluster.db, clariomshumantranscriptcluster.db, clariomsmousehttranscriptcluster.db, clariomsmousetranscriptcluster.db, clariomsrathttranscriptcluster.db, clariomsrattranscriptcluster.db, cottonprobe, customProDB, deco, DEXSeq, DO.db, drosgenome1.db, drosgenome1probe, drosophila2.db, drosophila2probe, ecoli2.db, ecoli2probe, ecoliasv2probe, ecoliK12.db0, ecoliprobe, ecoliSakai.db0, EGSEA, eisa, ExpressionView, FEM, fly.db0, GenomicFeatures, GGdata, GGHumanMethCancerPanelv1.db, GO.db, GOFunction, goProfiles, GSReg, Guitar, h10kcod.db, h20kcod.db, hcg110.db, hcg110probe, hgfocus.db, hgfocusprobe, hgu133a.db, hgu133a2.db, hgu133a2probe, hgu133aprobe, hgu133atagprobe, hgu133b.db, hgu133bprobe, hgu133plus2.db, hgu133plus2probe, hgu219.db, hgu219probe, hgu95a.db, hgu95aprobe, hgu95av2.db, hgu95av2probe, hgu95b.db, hgu95bprobe, hgu95c.db, hgu95cprobe, hgu95d.db, hgu95dprobe, hgu95e.db, hgu95eprobe, hguatlas13k.db, hgubeta7.db, hguDKFZ31.db, hgug4100a.db, hgug4101a.db, hgug4110b.db, hgug4111a.db, hgug4112a.db, hgug4845a.db, hguqiagenv3.db, hi16cod.db, hom.At.inp.db, hom.Ce.inp.db, hom.Dm.inp.db, hom.Dr.inp.db, hom.Hs.inp.db, hom.Mm.inp.db, hom.Rn.inp.db, hom.Sc.inp.db, Homo.sapiens, hs25kresogen.db, Hs6UG171.db, HsAgilentDesign026652.db, hta20probeset.db, hta20transcriptcluster.db, hthgu133a.db, hthgu133aprobe, hthgu133b.db, hthgu133bprobe, hthgu133pluspmprobe, htmg430aprobe, htmg430bprobe, htmg430pmprobe, htrat230pmprobe, htratfocusprobe, hu35ksuba.db, hu35ksubaprobe, hu35ksubb.db, hu35ksubbprobe, hu35ksubc.db, hu35ksubcprobe, hu35ksubd.db, hu35ksubdprobe, hu6800.db, hu6800probe, huex10stprobeset.db, huex10sttranscriptcluster.db, HuExExonProbesetLocation, HuExExonProbesetLocationHg18, HuExExonProbesetLocationHg19, hugene10stprobeset.db, hugene10sttranscriptcluster.db, hugene10stv1probe, hugene11stprobeset.db, hugene11sttranscriptcluster.db, hugene20stprobeset.db, hugene20sttranscriptcluster.db, hugene21stprobeset.db, hugene21sttranscriptcluster.db, human.db0, HuO22.db, hwgcod.db, IlluminaHumanMethylation27k.db, IlluminaHumanMethylation450kprobe, illuminaHumanv1.db, illuminaHumanv2.db, illuminaHumanv2BeadID.db, illuminaHumanv3.db, illuminaHumanv4.db, illuminaHumanWGDASLv3.db, illuminaHumanWGDASLv4.db, illuminaMousev1.db, illuminaMousev1p1.db, illuminaMousev2.db, illuminaRatv1.db, indac.db, ipdDb, JazaeriMetaData.db, KEGG.db, LAPOINTE.db, lumiHumanAll.db, lumiHumanIDMapping, lumiMouseAll.db, lumiMouseIDMapping, lumiRatAll.db, lumiRatIDMapping, m10kcod.db, m20kcod.db, maizeprobe, malaria.db0, maPredictDSC, medicagoprobe, MGFM, mgu74a.db, mgu74aprobe, mgu74av2.db, mgu74av2probe, mgu74b.db, mgu74bprobe, mgu74bv2.db, mgu74bv2probe, mgu74c.db, mgu74cprobe, mgu74cv2.db, mgu74cv2probe, mguatlas5k.db, mgug4104a.db, mgug4120a.db, mgug4121a.db, mgug4122a.db, mi16cod.db, mirbase.db, mirna10probe, miRNAtap, MLP, mm24kresogen.db, MmAgilentDesign026655.db, moe430a.db, moe430aprobe, moe430b.db, moe430bprobe, moex10stprobeset.db, moex10sttranscriptcluster.db, MoExExonProbesetLocation, mogene10stprobeset.db, mogene10sttranscriptcluster.db, mogene10stv1probe, mogene11stprobeset.db, mogene11sttranscriptcluster.db, mogene20stprobeset.db, mogene20sttranscriptcluster.db, mogene21stprobeset.db, mogene21sttranscriptcluster.db, mouse.db0, mouse4302.db, mouse4302probe, mouse430a2.db, mouse430a2probe, mpedbarray.db, mta10probeset.db, mta10transcriptcluster.db, mu11ksuba.db, mu11ksubaprobe, mu11ksubb.db, mu11ksubbprobe, Mu15v1.db, mu19ksuba.db, mu19ksubb.db, mu19ksubc.db, Mu22v3.db, Mus.musculus, mwgcod.db, Norway981.db, nugohs1a520180.db, nugohs1a520180probe, nugomm1a520177.db, nugomm1a520177probe, OperonHumanV3.db, org.Ag.eg.db, org.At.tair.db, org.Bt.eg.db, org.Ce.eg.db, org.Cf.eg.db, org.Dm.eg.db, org.Dr.eg.db, org.EcK12.eg.db, org.EcSakai.eg.db, org.Gg.eg.db, org.Hs.eg.db, org.Mm.eg.db, org.Mmu.eg.db, org.Mxanthus.db, org.Pf.plasmo.db, org.Pt.eg.db, org.Rn.eg.db, org.Sc.sgd.db, org.Ss.eg.db, org.Xl.eg.db, OrganismDbi, paeg1aprobe, PANTHER.db, PartheenMetaData.db, pathRender, pedbarrayv10.db, pedbarrayv9.db, PFAM.db, PGSEA, pig.db0, plasmodiumanophelesprobe, POCRCannotation.db, poplarprobe, porcine.db, porcineprobe, primeviewprobe, proBAMr, r10kcod.db, rae230a.db, rae230aprobe, rae230b.db, rae230bprobe, raex10stprobeset.db, raex10sttranscriptcluster.db, RaExExonProbesetLocation, ragene10stprobeset.db, ragene10sttranscriptcluster.db, ragene10stv1probe, ragene11stprobeset.db, ragene11sttranscriptcluster.db, ragene20stprobeset.db, ragene20sttranscriptcluster.db, ragene21stprobeset.db, ragene21sttranscriptcluster.db, rat.db0, rat2302.db, rat2302probe, rattoxfxprobe, Rattus.norvegicus, reactome.db, rgu34a.db, rgu34aprobe, rgu34b.db, rgu34bprobe, rgu34c.db, rgu34cprobe, rguatlas4k.db, rgug4105a.db, rgug4130a.db, rgug4131a.db, rhesus.db0, rhesusprobe, ri16cod.db, riceprobe, RnAgilentDesign028282.db, rnaseqGene, rnu34.db, rnu34probe, Roberts2005Annotation.db, RpsiXML, rta10probeset.db, rta10transcriptcluster.db, rtu34.db, rtu34probe, rwgcod.db, safe, saureusprobe, SemDist, SHDZ.db, soybeanprobe, sugarcaneprobe, targetscan.Hs.eg.db, targetscan.Mm.eg.db, test3probe, tinesath1probe, tomatoprobe, topGO, u133x3p.db, u133x3pprobe, vitisviniferaprobe, wheatprobe, worm.db0, xenopus.db0, xenopuslaevisprobe, xlaevis.db, xlaevis2probe, xtropicalisprobe, yeast.db0, yeast2.db, yeast2probe, ygs98.db, ygs98probe, zebrafish.db, zebrafish.db0, zebrafishprobe
Imports Me adme16cod.db, adSplit, affycoretools, ag.db, agcdf, AllelicImbalance, annaffy, AnnotationHub, AnnotationHubData, annotatr, anopheles.db0, arabidopsis.db0, artMS, ASpli, ath1121501.db, ath1121501cdf, barley1cdf, beadarray, BiocSet, biomaRt, BioNet, biovizBase, bovine.db, bovine.db0, bovinecdf, bsubtiliscdf, bumphunter, BUSpaRse, CancerMutationAnalysis, canine.db, canine.db0, canine2.db, canine2cdf, caninecdf, categoryCompare, ccmap, celegans.db, celeganscdf, cellity, chicken.db, chicken.db0, chickencdf, chimeraviz, chimp.db0, chipenrich, chipenrich.data, ChIPpeakAnno, ChIPseeker, citruscdf, clariomdhumanprobeset.db, clariomdhumantranscriptcluster.db, clariomshumanhttranscriptcluster.db, clariomshumantranscriptcluster.db, clariomsmousehttranscriptcluster.db, clariomsmousetranscriptcluster.db, clariomsrathttranscriptcluster.db, clariomsrattranscriptcluster.db, clusterProfiler, CoCiteStats, compEpiTools, consensusDE, cottoncdf, crisprseekplus, CrispRVariants, crossmeta, csaw, cyp450cdf, DAPAR, debrowser, derfinder, DeSousa2013, DO.db, DominoEffect, DOSE, drosgenome1.db, drosgenome1cdf, drosophila2.db, drosophila2cdf, dSimer, ecoli2.db, ecoli2cdf, ecoliasv2cdf, ecolicdf, ecoliK12.db0, ecoliSakai.db0, EDASeq, eegc, EnrichmentBrowser, enrichplot, ensembldb, erma, esATAC, ExpressionView, FDb.FANTOM4.promoters.hg19, FDb.InfiniumMethylation.hg18, FDb.InfiniumMethylation.hg19, FDb.UCSC.snp135common.hg19, FDb.UCSC.snp137common.hg19, FDb.UCSC.tRNAs, fly.db0, GA4GHshiny, gage, GAPGOM, gCMAP, gCMAPWeb, genefilter, geneplotter, geneXtendeR, GenomicState, GenVisR, GGBase, ggbio, GGHumanMethCancerPanelv1.db, GGtools, GlobalAncova, globaltest, GmicR, GO.db, GOfuncR, GOFunction, GOpro, GOSemSim, goseq, GOSim, goSTAG, GOstats, goTools, gp53cdf, gpart, gQTLstats, graphite, GSEABase, GSEABenchmarkeR, Gviz, gwascat, h10kcod.db, h20kcod.db, hcg110.db, hcg110cdf, hgfocus.db, hgfocuscdf, hgu133a.db, hgu133a2.db, hgu133a2cdf, hgu133acdf, hgu133atagcdf, hgu133b.db, hgu133bcdf, hgu133plus2.db, hgu133plus2cdf, hgu219.db, hgu219cdf, hgu95a.db, hgu95acdf, hgu95av2.db, hgu95av2cdf, hgu95b.db, hgu95bcdf, hgu95c.db, hgu95ccdf, hgu95d.db, hgu95dcdf, hgu95e.db, hgu95ecdf, hguatlas13k.db, hgubeta7.db, hguDKFZ31.db, hgug4100a.db, hgug4101a.db, hgug4110b.db, hgug4111a.db, hgug4112a.db, hgug4845a.db, hguqiagenv3.db, hi16cod.db, hivprtplus2cdf, hom.At.inp.db, hom.Ce.inp.db, hom.Dm.inp.db, hom.Dr.inp.db, hom.Hs.inp.db, hom.Mm.inp.db, hom.Rn.inp.db, hom.Sc.inp.db, Homo.sapiens, hs25kresogen.db, Hs6UG171.db, HsAgilentDesign026652.db, Hspec, hspeccdf, hta20probeset.db, hta20transcriptcluster.db, hthgu133a.db, hthgu133acdf, hthgu133b.db, hthgu133bcdf, hthgu133pluspmcdf, htmg430acdf, htmg430bcdf, htmg430pmcdf, htrat230pmcdf, htratfocuscdf, HTSanalyzeR, hu35ksuba.db, hu35ksubacdf, hu35ksubb.db, hu35ksubbcdf, hu35ksubc.db, hu35ksubccdf, hu35ksubd.db, hu35ksubdcdf, hu6800.db, hu6800cdf, hu6800subacdf, hu6800subbcdf, hu6800subccdf, hu6800subdcdf, huex10stprobeset.db, huex10sttranscriptcluster.db, hugene10stprobeset.db, hugene10sttranscriptcluster.db, hugene10stv1cdf, hugene11stprobeset.db, hugene11sttranscriptcluster.db, hugene20stprobeset.db, hugene20sttranscriptcluster.db, hugene21stprobeset.db, hugene21sttranscriptcluster.db, human.db0, HuO22.db, hwgcod.db, ideal, IlluminaHumanMethylation27k.db, illuminaHumanv1.db, illuminaHumanv2.db, illuminaHumanv2BeadID.db, illuminaHumanv3.db, illuminaHumanv4.db, illuminaHumanWGDASLv3.db, illuminaHumanWGDASLv4.db, illuminaMousev1.db, illuminaMousev1p1.db, illuminaMousev2.db, illuminaRatv1.db, IMAS, indac.db, InPAS, interactiveDisplay, iSEE, isomiRs, IVAS, JazaeriMetaData.db, karyoploteR, KEGG.db, KEGGlincs, keggorthology, KEGGprofile, LAPOINTE.db, LRBaseDbi, lumi, lumiHumanAll.db, lumiHumanIDMapping, lumiMouseAll.db, lumiMouseIDMapping, lumiRatAll.db, lumiRatIDMapping, m10kcod.db, m20kcod.db, maizecdf, malaria.db0, mAPKL, MCbiclust, mdgsa, medicagocdf, MeSHDbi, meshes, MetaboSignal, methyAnalysis, methylGSA, methylumi, mgu74a.db, mgu74acdf, mgu74av2.db, mgu74av2cdf, mgu74b.db, mgu74bcdf, mgu74bv2.db, mgu74bv2cdf, mgu74c.db, mgu74ccdf, mgu74cv2.db, mgu74cv2cdf, mguatlas5k.db, mgug4104a.db, mgug4120a.db, mgug4121a.db, mgug4122a.db, mi16cod.db, MIGSA, MineICA, MiRaGE, mirbase.db, miRBaseVersions.db, mirIntegrator, mirna102xgaincdf, mirna10cdf, mirna20cdf, miRNAmeConverter, miRNAtap.db, missMethyl, mm24kresogen.db, MmAgilentDesign026655.db, moe430a.db, moe430acdf, moe430b.db, moe430bcdf, moex10stprobeset.db, moex10sttranscriptcluster.db, mogene10stprobeset.db, mogene10sttranscriptcluster.db, mogene10stv1cdf, mogene11stprobeset.db, mogene11sttranscriptcluster.db, mogene20stprobeset.db, mogene20sttranscriptcluster.db, mogene21stprobeset.db, mogene21sttranscriptcluster.db, mouse.db0, mouse4302.db, mouse4302cdf, mouse430a2.db, mouse430a2cdf, mpedbarray.db, mta10probeset.db, mta10transcriptcluster.db, mu11ksuba.db, mu11ksubacdf, mu11ksubb.db, mu11ksubbcdf, Mu15v1.db, mu19ksuba.db, mu19ksubacdf, mu19ksubb.db, mu19ksubbcdf, mu19ksubc.db, mu19ksubccdf, Mu22v3.db, mu6500subacdf, mu6500subbcdf, mu6500subccdf, mu6500subdcdf, multiMiR, Mus.musculus, mwgcod.db, NanoStringQCPro, nanotatoR, Norway981.db, nugohs1a520180.db, nugohs1a520180cdf, nugomm1a520177.db, nugomm1a520177cdf, Onassis, ontoProc, OperonHumanV3.db, ORFik, org.Ag.eg.db, org.At.tair.db, org.Bt.eg.db, org.Ce.eg.db, org.Cf.eg.db, org.Dm.eg.db, org.Dr.eg.db, org.EcK12.eg.db, org.EcSakai.eg.db, org.Gg.eg.db, org.Hs.eg.db, org.Mm.eg.db, org.Mmu.eg.db, org.Pf.plasmo.db, org.Pt.eg.db, org.Rn.eg.db, org.Sc.sgd.db, org.Ss.eg.db, org.Xl.eg.db, Organism.dplyr, PADOG, paeg1acdf, PartheenMetaData.db, pathview, PathwaySplice, pcaExplorer, pcaGoPromoter, PCpheno, pedbarrayv10.db, pedbarrayv9.db, PFAM.db, PGA, phantasus, phenoTest, pig.db0, plasmodiumanophelescdf, POCRCannotation.db, PolyPhen.Hsapiens.dbSNP131, poplarcdf, porcine.db, porcinecdf, ppiData, primeviewcdf, psichomics, pwOmics, qpgraph, QuasR, r10kcod.db, rae230a.db, rae230acdf, rae230b.db, rae230bcdf, raex10stprobeset.db, raex10sttranscriptcluster.db, ragene10stprobeset.db, ragene10sttranscriptcluster.db, ragene10stv1cdf, ragene11stprobeset.db, ragene11sttranscriptcluster.db, ragene20stprobeset.db, ragene20sttranscriptcluster.db, ragene21stprobeset.db, ragene21sttranscriptcluster.db, rat.db0, rat2302.db, rat2302cdf, rattoxfxcdf, Rattus.norvegicus, RCAS, rCGH, reactome.db, ReactomePA, REDseq, ReportingTools, restfulSE, rgsepd, rgu34a.db, rgu34acdf, rgu34b.db, rgu34bcdf, rgu34c.db, rgu34ccdf, rguatlas4k.db, rgug4105a.db, rgug4130a.db, rgug4131a.db, rhesus.db0, rhesuscdf, ri16cod.db, ricecdf, RmiR.Hs.miRNA, RmiR.hsa, RnAgilentDesign028282.db, rnu34.db, rnu34cdf, Roberts2005Annotation.db, rta10probeset.db, rta10transcriptcluster.db, rTRM, rtu34.db, rtu34cdf, rwgcod.db, saureuscdf, SBGNview, ScISI, scPipe, scruff, scTensor, SGSeq, SHDZ.db, SIFT.Hsapiens.dbSNP132, SIFT.Hsapiens.dbSNP137, signatureSearch, singleCellTK, SLGI, SMITE, soybeancdf, SpidermiR, StarBioTrek, SubCellBarCode, sugarcanecdf, targetscan.Hs.eg.db, targetscan.Mm.eg.db, TCGAutils, tenXplore, test1cdf, test2cdf, test3cdf, tigre, tomatocdf, trackViewer, trena, TxDb.Athaliana.BioMart.plantsmart22, TxDb.Athaliana.BioMart.plantsmart25, TxDb.Athaliana.BioMart.plantsmart28, TxDb.Btaurus.UCSC.bosTau8.refGene, TxDb.Btaurus.UCSC.bosTau9.refGene, TxDb.Celegans.UCSC.ce11.ensGene, TxDb.Celegans.UCSC.ce11.refGene, TxDb.Celegans.UCSC.ce6.ensGene, TxDb.Cfamiliaris.UCSC.canFam3.refGene, TxDb.Dmelanogaster.UCSC.dm3.ensGene, TxDb.Dmelanogaster.UCSC.dm6.ensGene, TxDb.Drerio.UCSC.danRer10.refGene, TxDb.Drerio.UCSC.danRer11.refGene, TxDb.Ggallus.UCSC.galGal4.refGene, TxDb.Ggallus.UCSC.galGal5.refGene, TxDb.Ggallus.UCSC.galGal6.refGene, TxDb.Hsapiens.BioMart.igis, TxDb.Hsapiens.UCSC.hg18.knownGene, TxDb.Hsapiens.UCSC.hg19.knownGene, TxDb.Hsapiens.UCSC.hg19.lincRNAsTranscripts, TxDb.Hsapiens.UCSC.hg38.knownGene, TxDb.Mmulatta.UCSC.rheMac10.refGene, TxDb.Mmulatta.UCSC.rheMac3.refGene, TxDb.Mmulatta.UCSC.rheMac8.refGene, TxDb.Mmusculus.UCSC.mm10.ensGene, TxDb.Mmusculus.UCSC.mm10.knownGene, TxDb.Mmusculus.UCSC.mm9.knownGene, TxDb.Ptroglodytes.UCSC.panTro4.refGene, TxDb.Ptroglodytes.UCSC.panTro5.refGene, TxDb.Ptroglodytes.UCSC.panTro6.refGene, TxDb.Rnorvegicus.BioMart.igis, TxDb.Rnorvegicus.UCSC.rn4.ensGene, TxDb.Rnorvegicus.UCSC.rn5.refGene, TxDb.Rnorvegicus.UCSC.rn6.refGene, TxDb.Scerevisiae.UCSC.sacCer2.sgdGene, TxDb.Scerevisiae.UCSC.sacCer3.sgdGene, TxDb.Sscrofa.UCSC.susScr11.refGene, TxDb.Sscrofa.UCSC.susScr3.refGene, tximeta, u133aaofav2cdf, u133x3p.db, u133x3pcdf, Ularcirc, UniProt.ws, VariantAnnotation, VariantFiltering, ViSEAGO, vitisviniferacdf, wheatcdf, worm.db0, xenopus.db0, xenopuslaeviscdf, xlaevis.db, xlaevis2cdf, xtropicaliscdf, ye6100subacdf, ye6100subbcdf, ye6100subccdf, ye6100subdcdf, yeast.db0, yeast2.db, yeast2cdf, ygs98.db, ygs98cdf, zebrafish.db, zebrafish.db0, zebrafishcdf
Suggests Me APAlyzer, BiocCaseStudies, BiocGenerics, BiocOncoTK, BloodCancerMultiOmics2017, CellTrails, cicero, cola, curatedAdipoChIP, DEGreport, edgeR, esetVis, FELLA, FGNet, fgsea, GA4GHclient, gCrisprTools, geecc, GeneAnswers, GeneRegionScan, GenomicRanges, limma, miRLAB, MmPalateMiRNA, oligo, oligo, OUTRIDER, piano, Pigengene, pRoloc, qcmetrics, R3CPET, recount, RforProteomics, RGalaxy, scRNAseq, sigPathway, SingleR, SummarizedExperiment, TFutils, topconfects, wiggleplotr
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