Analyzing single-cell regulatory chromatin in R.


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Documentation for package ‘ArchR’ version 1.0.3

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A C E F G I L M N P R S T V misc

-- A --

addArchRAnnotations Add ArchR annotations to an ArchRProject
addArchRChrPrefix Add a globally-applied requirement for chromosome prefix
addArchRDebugging Set ArchR Debugging
addArchRGenome Add a globally defined genome to all ArchR functions.
addArchRH5Level Add a globally-applied compression level for h5 files
addArchRLocking Add a globally-applied H5 file locking setup
addArchRLogging Set ArchR Logging
addArchRThreads Add a globally-applied number of threads to use for parallel computing.
addArchRVerbose Set ArchR Verbosity for Log Messaging
addBgdPeaks Add Background Peaks to an ArchRProject
addCellColData Add information to cellColData in an ArchRProject
addClusters Add cluster information to an ArchRProject
addCoAccessibility Add Peak Co-Accessibility to an ArchRProject
addCombinedDims Combine two or more modalities dimensionality reductions.
addDemuxletResults Add Demuxlet Results to ArchR Project
addDeviationsMatrix Add a matrix of deviations for a given peakAnnotation to Arrow Files in ArchRProject
addDoubletScores Add Doublet Scores to a collection of ArrowFiles or an ArchRProject
addFeatureCounts This function will add total counts of scATAC cells in provided features into ArchRProject.
addFeatureMatrix Add a feature matrix to an ArchRProject or a set of ArrowFiles
addGeneExpressionMatrix Add Gene Expression Matrix to ArrowFiles or an ArchRProject
addGeneIntegrationMatrix Add a GeneIntegrationMatrix to ArrowFiles or an ArchRProject
addGeneScoreMatrix Add GeneScoreMatrix to ArrowFiles or an ArchRProject
addGroupCoverages Add Group Coverages to an ArchRProject object
addHarmony Add Harmony Batch Corrected Reduced Dims to an ArchRProject
addImputeWeights Add Imputation Weights to an ArchRProject
addIterativeLSI Add an Iterative LSI-based dimensionality reduction to an ArchRProject
addModuleScore Add Module Scores to an ArchRProject
addMonocleTrajectory Add a Monocle Trajectory to an ArchR Project
addMotifAnnotations Add motif annotations to an ArchRProject
addPeak2GeneLinks Add Peak2GeneLinks to an ArchRProject
addPeakAnnotations Add peak annotations to an ArchRProject
addPeakMatrix Add a Peak Matrix to the ArrowFiles of an ArchRProject
addPeakSet Add a peak set to an ArchRProject
addProjectSummary Add projectSummary to an ArchRProject
addReproduciblePeakSet Add a Reproducible Peak Set to an ArchRProject
addSampleColData Add information to sampleColData in an ArchRProject
addSlingShotTrajectories Add a Slingshot Trajectories to an ArchR Project
addTileMatrix Add TileMatrix to ArrowFiles or an ArchRProject
addTrajectory Add a Supervised Trajectory to an ArchR Project
addTSNE Add a TSNE embedding of a reduced dimensions object to an ArchRProject
addUMAP Add a UMAP embedding of a reduced dimensions object to an ArchRProject
ArchRBrowser Launch ArchR Genome Browser
ArchRHeatmap Plot Nice Lookng Heatmap Using Complex Heatmap
ArchRPalettes List of color palettes that can be used in plots
ArchRProject Create ArchRProject from ArrowFiles

-- C --

confusionMatrix Create a Confusion Matrix based on two value vectors
correlateMatrices Correlate Matrices within an ArchRProject
correlateTrajectories Correlate Trajectories
createArrowFiles Create Arrow Files
createGeneAnnotation Create a gene annotation object for ArchR
createGenomeAnnotation Create a genome annotation object for ArchR
createLogFile Create a Log File for ArchR
customEnrichment Hypergeometric Enrichment in input peak ranges.

-- E --

exportPeakMatrixForSTREAM Get a PeakMatrix stored in an ArchRProject and write out for STREAM
extendGR Extend regions from a Genomic Ranges object

-- F --

filterChrGR Filters unwanted seqlevels from a Genomic Ranges object or similar object
filterDoublets Filter Doublets From an ArchRProject
findMacs2 Find the installed location of the MACS2 executable

-- G --

getArchRChrPrefix Get a globally-applied requirement for chromosome prefix
getArchRDebugging Get ArchR Debugging
getArchRGenome Get the globally defined genome, the geneAnnotation, or genomeAnnotation objects associated with the globally defined genome.
getArchRH5Level Get globally-applied compression level for h5 files
getArchRLogging Get ArchR Logging
getArchRThreads Get globally-applied number of threads to use for parallel computing.
getArchRVerbose Set ArchR Verbosity for Log Messaging
getArrowFiles Get ArrowFiles from an ArchRProject
getAvailableMatrices Get a list available matrices in the ArrowFiles storted in an ArchRProject
getBgdPeaks Get Background Peaks from an ArchRProject
getBlacklist Get the blacklist from an ArchRProject
getCellColData Get cellColData from an ArchRProject
getCellNames Get cellNames from an ArchRProject
getChromLengths Get chromLengths from ArchRProject
getChromSizes Get chromSizes from ArchRProject
getCoAccessibility Get the peak co-accessibility from an ArchRProject
getEmbedding Get embedding information stored in an ArchRProject
getExons Get the exons from an ArchRProject
getFeatures Get the features that could be selected from a given data matrix within an ArchRProject
getFootprints Calculate footprints from an ArchRProject
getFragmentsFromArrow Get the fragments from an ArrowFile
getFragmentsFromProject Get the fragments from an ArchRProject
getGeneAnnotation Get geneAnnotation from an ArchRProject
getGenes Get the genes from an ArchRProject
getGenome Get the genome used by an ArchRProject
getGenomeAnnotation Get the genomeAnnotation from an ArchRProject
getGroupBW Export Group BigWigs
getGroupFragments Export Group Fragment Files
getGroupSE Export Group Summarized Experiment
getGroupSummary Get summary for Groups in ArchRProject
getImputeWeights Get Imputation Weights from ArchRProject
getInputFiles Get Input Files from paths to create arrows
getMarkerFeatures Identify Marker Features for each cell grouping
getMarkers Get Marker Features from a marker summarized experiment
getMatches Get peak annotation matches from an ArchRProject
getMatrixFromArrow Get a data matrix stored in an ArrowFile
getMatrixFromProject Get a data matrix stored in an ArchRProject
getMonocleTrajectories Get a Monocle CDS of Trajectories that can be added to an ArchRProject
getOutputDirectory Get outputDirectory from an ArchRProject
getPBGroupSE Export PseudoBulk Group Summarized Experiment
getPeak2GeneLinks Get the peak-to-gene links from an ArchRProject
getPeakAnnotation Get peakAnnotation from an ArchRProject
getPeakSet Get the peak set from an ArchRProject
getPositions Get peak annotation positions from an ArchRProject
getProjectSummary Get projectSummary from an ArchRProject
getReducedDims Get dimensionality reduction information stored in an ArchRProject
getSampleColData Get sampleColData from an ArchRProject
getSampleNames Get the sample names from an ArchRProject
getSeqnames Get the seqnames that could be selected from a given data matrix within an ArchRProject
getTestArrow Get PBMC Small Test Arrow file
getTestFragments Get PBMC Small Test Fragments
getTestProject Get PBMC Small Test Project
getTrajectory Get Supervised Trajectory from an ArchR Project
getTSS Get the transcription start sites of all genes in an ArchRProject
getTutorialData Get Relevant Data For ArchR Tutorials
getValidBarcodes Get Valid Barcodes from 10x Cell Ranger output to pre-filter barcodes
getVarDeviations Get Variable Deviations across cells in ArchRProject.
ggAlignPlots Align ggplot plots vertically or horizontally
ggGroup A ggplot-based ridge/violin plot wrapper function
ggHex A ggplot-based Hexplot wrapper function summary of points in a standardized manner
ggOneToOne A ggplot-based one-to-one dot plot wrapper function
ggPoint A ggplot-based dot plot wrapper function

-- I --

import10xFeatureMatrix Import Feature Matrix from 10x Feature HDF5 file.
imputeMatrix Impute a matrix with impute weights
installExtraPackages Install extra packages used in ArchR that are not installed by default

-- L --

loadArchRProject Load Previous ArchRProject into R

-- M --

mapLabels Re-map a character vector of labels from an old set of labels to a new set of labels

-- N --

nCells Get the number of cells from an ArchRProject/ArrowFile
nonOverlappingGR Retreive a non-overlapping set of regions from a Genomic Ranges object

-- P --

paletteContinuous Continuous Color Palette
paletteDiscrete Optimized discrete color palette generation
peakAnnoEnrichment Peak Annotation Hypergeometric Enrichment in Marker Peaks.
plotBrowserTrack Plot an ArchR Region Track
plotEmbedding Visualize an Embedding from ArchR Project
plotEnrichHeatmap Plot a Heatmap of Peak Annotation Hypergeometric Enrichment in Marker Peaks.
plotFootprints Plot Footprints
plotFragmentSizes Plot the fragment size distribution for each sample
plotGroups Visualize Groups from ArchR Project
plotMarkerHeatmap Plot a Heatmap of Identified Marker Features
plotMarkers Plot Differential Markers
plotPDF Plot PDF in outputDirectory of an ArchRProject
plotPeak2GeneHeatmap Plot Peak2Gene Heatmap from an ArchRProject
plotTrajectory Visualize a Trajectory from ArchR Project
plotTrajectoryHeatmap Plot a Heatmap of Features across a Trajectory
plotTSSEnrichment Plot a TSS Enrichment Plot for Each Sample
projectBulkATAC Project Bulk ATAC-seq data into single cell subspace

-- R --

recoverArchRProject Recover ArchRProject if broken sampleColData/cellColData
reformatFragmentFiles Reformat Fragment Files to be Tabix and Chr Sorted

-- S --

saveArchRProject Save ArchRProject for Later Usage
setArchRLocking Set a globally-applied H5 file locking setup
subsetArchRProject Subset an ArchRProject for downstream analysis
subsetCells Subset cells in an ArchRProject.

-- T --

theme_ArchR ggplot2 default theme for ArchR

-- V --

validBSgenome Get/Validate BSgenome

-- misc --

$.ArchRProject Accessing cellColData directly from dollar.sign accessor
$<-.ArchRProject Add directly to cellColData directly from dollar.sign accessor
%bcin% Generic matching function for S4Vector objects
%bcni% Negated matching function for S4Vector objects
%ni% Negated Value Matching
.DollarNames.ArchRProject Accessing cellColData directly from dollar.sign accessor
[.ArchRProject Subset cells directly from ArchRProject