S4 generic functions for bioinformatics


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Documentation for package ‘bioverbs’ version 0.1.8

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A B C D E F G H I K L M P R S T U Z

-- A --

aggregateCellsToSamples Aggregate cells to samples
aggregateCols Aggregate columns
aggregateRows Aggregate rows
alphaSummary Alpha level cutoff summary statistics
atomize Atomize
autopadZeros Autopad zeros

-- B --

barcodeRanksPerSample Barcode ranks per sample

-- C --

camel Camel case
capitalize Capitalize
cell2sample Cell-to-sample mappings
cellCountsPerCluster Cell counts per cluster
cellTypesPerCluster Cell types per cluster
clusterCellCountsPerSample Cluster cell counts per sample
clusterID Cluster identifier
collapseToString Collapse to string
contrastName Contrast name
contrastSamples Samples corresponding to a differential expression contrast
convertGenesToSymbols Convert genes to symbols
convertSampleIDsToNames Convert sample identifiers to names
convertSymbolsToGenes Convert symbols to genes
convertTranscriptsToGenes Convert transcripts to genes

-- D --

deg Differentially expressed genes
diffExp Differential expression
diffExpPerCluster Differential expression per cluster
dotted Dotted case

-- E --

encode Encode using run-length encoding
export Export

-- F --

factorize Factorize
filterCells Filter cells
findMarkers Find cluster-specific marker genes
flatFiles Coerce any S4 object to a list
foldChangeToLogRatio Fold change to log ratio
fpkm *F*ragments *p*er *k*ilobase per *m*illion mapped fragments

-- G --

geneNames Gene names
geometricMean Geometric mean

-- H --

headtail Return the first and last parts of an object
humanize Humanize an R object

-- I --

interestingGroups Interesting groups
interestingGroups<- Interesting groups

-- K --

kebab Kebab case

-- L --

logRatioToFoldChange Log ratio to fold change

-- M --

mapGenesToIDs Map genes (gene names) to gene identifiers
mapGenesToRownames Map genes to row names
mapGenesToSymbols Map genes (gene identifiers) to gene names (symbols)
markdown Markdown
meltCounts Melt count matrix into long format
metrics Quality control metrics
metricsPerSample Quality control metrics per sample

-- P --

plot5Prime3PrimeBias Plot 5' to 3' bias
plotBarcodeRanks Plot barcode ranks
plotCellCounts Plot cell counts
plotCellTypesPerCluster Plot cell types per cluster
plotCorrelationHeatmap Correlation heatmap
plotCounts Plot counts
plotCountsPerBiotype Plot counts per biotype
plotCountsPerBroadClass Plot counts per broad class definition
plotCountsPerGene Plot counts per gene
plotDEGHeatmap Differentially expressed gene heatmap
plotDEGPCA Plot differentially expressed gene principal component analysis
plotDot Dot plot
plotExonicMappingRate Plot exonic mapping rate
plotFeature Plot feature
plotGenderMarkers Plot sexually dimorphic gender marker genes
plotGeneSaturation Plot gene detection saturation
plotGenesDetected Plot genes detected
plotGenesPerCell Plot genes per cell
plotHeatmap Heatmap
plotIntergenicMappingRate Plot intergenic mapping rate
plotIntronicMappingRate Plot intronic mapping rate
plotKnownMarkers Plot known markers
plotMappedReads Plot mapped reads
plotMappingRate Plot mapping rate
plotMarker Plot cell-type-specific gene markers
plotMeanSD Plot row standard deviations vs. row means
plotMitoRatio Plot mitochondrial transcript abundance
plotMitoVsCoding Plot mitochondrial vs. coding counts
plotNovelty Plot novelty score
plotPCACovariates Find correlation between principal components (PCs) and covariates
plotPCElbow Plot principal component elbow
plotQC Quality control
plotQuantileHeatmap Quantile heatmap
plotReadsPerCell Plot read counts per cell
plotReducedDim Plot reduced dimensions
plotRRNAMappingRate Plot ribosomal RNA (rRNA) mapping rate
plotTopMarkers Plot top markers
plotTotalCounts Plot total read counts
plotTotalReads Plot total reads
plotTSNE t-SNE plot
plotUMAP UMAP plot
plotUMIsPerCell Plot UMIs per cell
plotUMIsVsGenes Plot UMI and gene correlation
plotViolin Violin plot
plotVolcano Volcano plot
plotZerosVsDepth Plot percentage of zeros vs. library depth
pseudobulk Pseudobulk

-- R --

rankedList Ranked list
relativeLogExpression Relative log expression
removeNA Remove rows and columns containing only 'NA' values
results Results
resultsNames Results names
resultsTables Results tables

-- S --

sampleData Sample data
sampleData<- Sample data
sanitizeNA Sanitize 'NA' values
sanitizePercent Sanitize percentage
selectSamples Select samples
snake Snake case
stripTranscriptVersions Strip transcript versions
subsetPerSample Subset per sample

-- T --

tmm Trimmed mean of M-values
topCellsPerSample Top cells per sample
topMarkers Top markers
topTables Top tables

-- U --

uniteInterestingGroups Unite interesting groups into a single column
upperCamel Upper camel case

-- Z --

zerosVsDepth Percentage of zeros vs. library depth