Package: airpart 1.21.0

Wancen Mu
airpart: Differential cell-type-specific allelic imbalance
Airpart identifies sets of genes displaying differential cell-type-specific allelic imbalance across cell types or states, utilizing single-cell allelic counts. It makes use of a generalized fused lasso with binomial observations of allelic counts to partition cell types by their allelic imbalance. Alternatively, a nonparametric method for partitioning cell types is offered. The package includes a number of visualizations and quality control functions for examining single cell allelic imbalance datasets.
Authors:
airpart_1.21.0.tar.gz
airpart_1.21.0.zip(r-4.7)airpart_1.21.0.zip(r-4.6)airpart_1.21.0.zip(r-4.5)
airpart_1.21.0.tgz(r-4.6-any)airpart_1.21.0.tgz(r-4.5-any)
airpart_1.21.0.tar.gz(r-4.7-any)airpart_1.21.0.tar.gz(r-4.6-any)
airpart_1.21.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
airpart/json (API)
NEWS
| # Install 'airpart' in R: |
| install.packages('airpart', repos = c('https://bioc.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/wancen/airpart/issues
On BioConductor:airpart-1.21.0(bioc 3.24)airpart-1.20.0(bioc 3.23)
singlecellrnaseqatacseqchipseqsequencinggeneregulationgeneexpressiontranscriptiontranscriptomevariantcellbiologyfunctionalgenomicsdifferentialexpressiongraphandnetworkregressionclusteringqualitycontrol
Last updated from:8e271c382d. Checks:1 WARNING, 7 NOTE, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| bioc-checks | WARNING | 209 | ||
| linux-devel-x86_64 | NOTE | 469 | ||
| source / vignettes | OK | 348 | ||
| linux-release-x86_64 | NOTE | 420 | ||
| macos-release-arm64 | NOTE | 246 | ||
| macos-oldrel-arm64 | NOTE | 218 | ||
| windows-devel | NOTE | 357 | ||
| windows-release | NOTE | 334 | ||
| windows-oldrel | NOTE | 335 | ||
| wasm-release | OK | 172 |
Exports:allelicRatiocellQCconsensusPartestDispextractResultfeatureQCfusedLassogeneClustermakeForestmakeHeatmapmakeOffByOneAdjMatmakeSimulatedDatamakeStepmakeViolinpreprocesssummaryAllelicRatiowilcoxExt
Dependencies:abindapeglmassortheadbackportsbase64encbbmlebdsmatrixbeachmatbeeswarmBHBiobaseBiocGenericsBiocNeighborsBiocParallelBiocSingularCairocatdatacheckmatecirclizecliclueclustercodacodetoolscolorspaceComplexHeatmapcpp11crayonDelayedArraydigestdoParalleldplyrdqrngdynamicTreeCutemdbookfarverFNNforeachforestplotformatRfutile.loggerfutile.optionsgenericsGenomicRangesGetoptLongggbeeswarmggplot2ggrastrggrepelglmnetGlobalOptionsgluegridExtragtableIRangesirlbaisobanditeratorsjsonlitelabelinglambda.rlatticelifecyclelpSolvemagrittrMASSMatrixMatrixGenericsmatrixStatsmclustmgcvmvtnormnlmenumDerivpbapplypheatmappillarpkgconfigplyrpngR6raggRColorBrewerRcppRcppAnnoyRcppArmadilloRcppEigenRcppMLRcppNumericalRcppProgressrjsonrlangRSpectrarsvdRtsneS4ArraysS4VectorsS7ScaledMatrixscalesscaterscuttleSeqinfoshapeSingleCellExperimentsitmosmurfsnowSparseArraystringiSummarizedExperimentsurvivalsystemfontstextshapingtibbletidyselectutf8uwotvctrsviporviridisviridisLitewithrXVector
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Fit beta-binomial across cell types | allelicRatio |
| Quality control on cells | cellQC |
| Consensus Partitions | consensusPart |
| Estimate overdispersion parameter of a beta-binomial | estDisp |
| Extract results from an airpart analysis | extractResult |
| Quality control on features | featureQC |
| Generalized fused lasso to partition cell types by allelic imbalance | fusedLasso |
| Gene clustering based on allelic ratio matrix with pseudo-count | geneCluster |
| Plot allelic ratio result as forest | makeForest |
| Plot allelic ratio as heatmap | makeHeatmap |
| Generating adjancy matrix for neighboring cell states. | makeOffByOneAdjMat |
| Make simulated data for airpart | makeSimulatedData |
| Plot group partition and posterior allelic ratio estimates by step | makeStep |
| Posterior mean allelic ratio estimates in violin plots | makeViolin |
| Preprocess the SingleCellExperiment | preprocess |
| Allelic ratio summary | summaryAllelicRatio |
| Extension on Pairwise Mann Whitney Wilcoxon Test for partitioning | wilcoxExt |