Package: PhosR 1.23.0

Di Xiao

PhosR: A set of methods and tools for comprehensive analysis of phosphoproteomics data

PhosR is a package for the comprenhensive analysis of phosphoproteomic data. There are two major components to PhosR: processing and downstream analysis. PhosR consists of various processing tools for phosphoproteomics data including filtering, imputation, normalisation, and functional analysis for inferring active kinases and signalling pathways.

Authors:Pengyi Yang [aut], Di Xiao [aut, cre], Hani Jieun Kim [aut]

PhosR_1.23.0.tar.gz
PhosR_1.23.0.zip(r-4.7)PhosR_1.23.0.zip(r-4.6)PhosR_1.23.0.zip(r-4.5)
PhosR_1.23.0.tgz(r-4.6-any)PhosR_1.23.0.tgz(r-4.5-any)
PhosR_1.23.0.tar.gz(r-4.7-any)PhosR_1.23.0.tar.gz(r-4.6-any)
PhosR_1.23.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html
card.svg |card.png
PhosR/json (API)
NEWS

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

On BioConductor:PhosR-1.23.0(bioc 3.24)PhosR-1.22.0(bioc 3.23)

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

softwareresearchfieldproteomics

5.30 score 99 scripts 460 downloads 46 exports 129 dependencies

Last updated from:4fa1a918f8. Checks:1 WARNING, 7 NOTE, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
bioc-checksWARNING290
linux-devel-x86_64NOTE541
source / vignettesOK469
linux-release-x86_64NOTE537
macos-release-arm64NOTE352
macos-oldrel-arm64NOTE306
windows-develNOTE606
windows-releaseNOTE427
windows-oldrelNOTE808
wasm-releaseOK254

Exports:cbindcreateFrequencyMatfrequencyScoringGeneSymbolGeneSymbol<-getSPSkinaseSubstrateHeatmapkinaseSubstratePredkinaseSubstrateProfilekinaseSubstrateScoreLocalisationLocalisation<-matANOVAmeanAbundancemedianScalingminmaxmIntersectmUnionpathwayOverrepresentpathwayRankBasedEnrichmentphosCollapsePhosphoExperimentplotKinaseNetworkplotQCplotSignalomeMapptImputerbindResidueResidue<-RUVphosphoRUVproteomescImputeselectGrpsselectLocalisedSitesselectOverallPercentselectTimesSequenceSequence<-SignalomesSiteSite<-siteAnnotatestandardisetImputeUniprotIDUniprotID<-

Dependencies:abindbackportsBiobaseBiocGenericsbootbroomcarcarDatacirclizeclassclicodacolorspacecommonmarkcorrplotcowplotcpp11crayoncurlDelayedArraydendextendDerivdoBydplyre1071farverforcatsforecastFormulafracdiffgenericsGenomicRangesGGallyggdendroggplot2ggpubrggrepelggsciggsignifggstatsggtextGlobalOptionsgluegridExtragridtextgtablehmsigraphIRangesisobandjpeglabelinglatticelifecyclelimmalitedownlme4lmtestmagrittrmarkdownMASSMatrixMatrixGenericsMatrixModelsmatrixStatsmgcvmicrobenchmarkminqamodelrnetworknlmenloptrnnetnumDerivpatchworkpbkrtestpcaMethodspheatmappillarpkgconfigplyrpngpolynompreprocessCoreprettyunitsprogressproxypurrrquantregR6rbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreformulasreshape2rlangrstatixruvS4ArraysS4VectorsS7scalesSeqinfoshapeSparseArraySparseMstatmodstatnet.commonstringistringrSummarizedExperimentsurvivaltibbletidyrtidyselecttimeDateurcautf8vctrsviridisviridisLitewithrxfunxml2XVectorzoo

An introduction to PhosR package

Rendered fromPhosR.Rmdusingknitr::rmarkdownon May 30 2026.

Last update: 2021-04-23
Started: 2020-06-30

Readme and manuals

Help Manual

Help pageTopics
Create frequency matrixcreateFrequencyMat
Frequency scoringfrequencyScoring
Generate set of stable phosphoporylated sitesgetSPS
A list of Stably Expressed Genes (SEGs)hSEGs
KinaseFamilyKinaseFamily
Kinase-substrate annotation prioritisation heatmapkinaseSubstrateHeatmap
kinaseSubstratePredkinaseSubstratePred
Kinase substrate profilingkinaseSubstrateProfile
Kinase substrate scoringkinaseSubstrateScore
ANOVA testmatANOVA
Obtain average expression from replicatesmeanAbundance
Median centering and scalingmedianScaling
Minmax scalingminmax
Multi-intersection, unionmIntersect mUnion
List of human kinase motifsmotif.human.list
List of mouse kinase motifsmotif.mouse.list
List of rat kinase motifsmotif.rat.list
A list of Stably Expressed Genes (SEGs)mSEGs
phosphosite/Gene set over-representation analysispathwayOverrepresent
Phosphosite/Gene set enrichment analysispathwayRankBasedEnrichment
Summarising phosphosites to proteinsphosCollapse
phospho.cells.Insphospho.cells.Ins phospho.cells.Ins.pe
phospho.L6.ratiophospho.L6.ratio
phospho_L6_ratio_pephospho.L6.ratio.pe
phospho_liverInsTC_RUV_samplephospho.liver.Ins.TC.ratio.RUV
phospho.liver.Ins.TC.ratio.RUV.pephospho.liver.Ins.TC.ratio.RUV.pe
The PhosphoExperiment classcoerce, PhosphoExperiment PhosphoExperiment-class PhosphoExperiment-method SummarizedExperiment,
PhosphoSitePlus annotations for humanPhosphoSite.human
PhosphoSitePlus annotations for mousePhosphoSite.mouse
PhosphoSitePlus annotations for ratPhosphoSite.rat
Plot kinase networkplotKinaseNetwork
A set of function for data QC plotplotQC
Plot signalome mapplotSignalomeMap
PhosphoExperiment object accessorsGeneSymbol GeneSymbol,PhosphoExperiment-method GeneSymbol<- GeneSymbol<-,PhosphoExperiment-method Localisation Localisation,PhosphoExperiment-method Localisation<- Localisation<-,PhosphoExperiment-method PPE-accessors Residue Residue,PhosphoExperiment-method Residue<- Residue<-,PhosphoExperiment-method Sequence Sequence,PhosphoExperiment-method Sequence<- Sequence<-,PhosphoExperiment-method Site Site,PhosphoExperiment-method Site<- Site<-,PhosphoExperiment-method UniprotID UniprotID,PhosphoExperiment-method UniprotID<- UniprotID<-,PhosphoExperiment-method
PhosphoExperiment object subset, combine methodscbind cbind,PhosphoExperiment-method PPE-operate rbind rbind,PhosphoExperiment-method [ [,PhosphoExperiment,ANY,ANY,ANY-method [<- [<-,PhosphoExperiment,ANY,ANY,ANY-method
Paired-tail (pt) based imputeptImpute
RUV for phosphoproteomics data normalisationRUVphospho RUVproteome
Site- and condition-specific (sc) imputescImpute
Select by treatment groups (replicate block)selectGrps
Select phosphosites by localisation scoreselectLocalisedSites
Select phosphosite by percentage of quantificationselectOverallPercent
selectTimesselectTimes
PhosR SignalomesSignalomes
Phosphosite annotationsiteAnnotate
A list of Stably Phosphorylated Sites (SPSs)SPSs
Standardisationstandardise
Tail-based imputetImpute