All functions

addSampleAnnots()

Add sample annotations to SummarizedExperiment object

combineIds()

Combine multiple columns into a new column

EINPROT_COMPLEXES_FILE EINPROT_WORMBASE_CONVTABLE EINPROT_POMBASE_CONVTABLE

Constants

defineAssayNames()

Define assay names

doImputation()

Perform imputation of NA values

doNormalization()

Apply normalization

doPCA()

Run PCA and generate plots

filterFragPipe()

Filter out features in FragPipe data

filterMaxQuant()

Filter out features in MaxQuant data

filterPDTMT()

Filter out features in PD/TMT data

filterSpectronaut()

Filter out features in Spectronaut data

fixFeatureIds()

Define various ID columns

formatTableColumns()

Format table columns

getColumnNames()

Get column names

getConvTable()

Download and process conversion tables

getIntensityColumns()

Extract intensity columns from intensity file

getMatSubtractedBaseline()

Extract a matrix and subtract the background/baseline for each feature

getFirstId() getNthId()

Extract feature identifiers

getSpeciesInfo()

Get species info

getSupportedSpecies()

List supported species

getUniProtToIDMapping()

Get mapping from UniProt IDs to another ID type

importDIANN()

Import data from DIA-NN into a SingleCellExperiment object

importExperiment()

Import an abundance file

importSpectronaut()

Import data from Spectronaut into a SingleCellExperiment object

listComplexDBs()

List available complex DBs

makeAbundanceExport()

Assemble table with abundances of significant features

makeAbundanceHeatmap()

Generate heatmap

makeComplexDB()

Generate a comprehensive database of complexes

makeDbLinkTable()

Make table with database links

makeIntensityBoxplots()

Make intensity boxplot

makeListOfComparisons()

Compile a list of comparisons

makeMeanSDPlot()

Make mean-vs-SD plot

makeSAPlot()

Construct SA plot from limma results

makeTableFromList()

Make table from list

makeiSEEScript()

Compile an R script for launching an adapted iSEE instance

plotDetectedInSamples()

Plot feature detection rate

plotFractionDetectedPerSample()

Plot detection rate per sample

plotImputationDistribution()

Plot distribution of imputed and unimputed values

plotMissingValuesHeatmap()

Plot heatmap of missing values

plotVolcano()

Make volcano plots

prepareFeatureCollections()

Prepare feature collections for testing with camera

prepareFinalSCE()

Prepare SingleCellExperiment for use with iSEE

getContaminantsDatabaseFrompdAnalysis() getSearchParametersFrompdAnalysis() getMaxMissedCleavagesFrompdAnalysis() getQuantOrderFrompdAnalysis() getTemplateNamesFrompdAnalysis() getValidationInfoFrompdAnalysis() getPSMValidationInfoFrompdAnalysis() getCalibrationFrompdAnalysis() getQuantInfoFrompdAnalysis()

Extract information from a pdAnalysis file

readDIANNInfo()

Extract information from DIA-NN logs

readFragPipeInfo()

Extract information from FragPipe logs

readMaxQuantXML()

Extract information from MaxQuant logs

readProteomeDiscovererInfo()

Extract information from Proteome Discoverer logs

readSpectronautSetup()

Extract information from Spectronaut setup file

runDIANNAnalysis()

Run analysis on DIA-NN data

runFragPipeAnalysis()

Run analysis on FragPipe data

runMaxQuantAnalysis()

Run analysis on MaxQuant data

runPDTMTAnalysis()

Run analysis on PD/TMT data

runPDTMTptmAnalysis()

Run PTM analysis on PD/TMT data

runPTMTest()

Perform PTM test

runSpectronautAnalysis()

Run analysis on Spectronaut data

runTest()

Run statistical test

seqLogoApp()

Generate a shiny app to explore sequence logos

emptySampleText() testText() normText() saText() expDesignText() introText() inputText()

Text snippets for use in analysis reports