Package: muscat 1.26.0

Helena L. Crowell

muscat: Multi-sample multi-group scRNA-seq data analysis tools

`muscat` provides various methods and visualization tools for DS analysis in multi-sample, multi-group, multi-(cell-)subpopulation scRNA-seq data, including cell-level mixed models and methods based on aggregated “pseudobulk” data, as well as a flexible simulation platform that mimics both single and multi-sample scRNA-seq data.

Authors:Helena L. Crowell [aut, cre], Pierre-Luc Germain [aut], Charlotte Soneson [aut], Anthony Sonrel [aut], Jeroen Gilis [aut], Davide Risso [aut], Lieven Clement [aut], Mark D. Robinson [aut, fnd]

muscat_1.26.0.tar.gz
muscat_1.26.0.zip(r-4.7)muscat_1.26.0.zip(r-4.6)muscat_1.26.0.zip(r-4.5)
muscat_1.26.0.tgz(r-4.6-any)muscat_1.26.0.tgz(r-4.5-any)
muscat_1.26.0.tar.gz(r-4.7-any)muscat_1.26.0.tar.gz(r-4.6-any)
muscat_1.26.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
muscat/json (API)
NEWS

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

Bug tracker:https://github.com/helenalc/muscat/issues

Datasets:

On BioConductor:muscat-1.27.0(bioc 3.24)muscat-1.26.0(bioc 3.23)

immunooncologydifferentialexpressionsequencingsinglecellsoftwarestatisticalmethodvisualization

11.59 score 230 stars 1 packages 932 scripts 1.2k downloads 4 mentions 15 exports 158 dependencies

Last updated from:861683175a (on RELEASE_3_23). Checks:1 FAILURE, 2 ERROR, 2 OK, 5 NOTE. Indexed: no.

TargetResultTimeFilesSyslog
bioc-checksFAILURE379
linux-devel-x86_64ERROR505
source / vignettesOK436
linux-release-x86_64NOTE509
macos-release-arm64NOTE350
macos-oldrel-arm64NOTE238
windows-develERROR437
windows-releaseNOTE499
windows-oldrelNOTE408
wasm-releaseOK205

Exports:aggregateDatabbhwcalcExprFreqsgBHmmDSpbDDpbDSpbFlattenpbHeatmappbMDSprepSCEprepSimresDSsimDatastagewise_DS_DD

Dependencies:abindaodassortheadbackportsbase64encbeachmatbeeswarmBHBiobaseBiocGenericsBiocNeighborsBiocParallelBiocSingularbitopsblmebootbroomCairocaToolscirclizecliclueclustercodetoolscolorspaceComplexHeatmapcorpcorcowplotcpp11crayonDelayedArrayDerivdigestdoBydoParalleldplyrdqrngedgeREnvStatsfANCOVAfarverFNNforeachforecastformatRfracdifffutile.loggerfutile.optionsgenericsGenomicRangesGetoptLongggbeeswarmggplot2ggrastrggrepelglmmTMBGlobalOptionsgluegplotsgridExtragtablegtoolshmsIRangesirlbaisobanditeratorsjsonliteKernSmoothlabelinglambda.rlatticelifecyclelimmalme4lmerTestlmtestlocfitmagrittrMASSMatrixMatrixGenericsmatrixStatsmgcvmicrobenchmarkminqamodelrmvtnormnlmenloptrnnetnortestnumDerivpbkrtestpheatmappillarpkgconfigplyrpngprettyunitsprogresspurrrR6raggrbibutilsRColorBrewerRcppRcppAnnoyRcppArmadilloRcppEigenRcppMLRcppProgressRdpackreformulasremaCorreshape2RhpcBLASctlrjsonrlangRSpectrarsvdRtsneS4ArraysS4VectorsS7sandwichScaledMatrixscalesscaterscuttleSeqinfoshapeSingleCellExperimentsitmosnowSparseArraystatmodstringistringrSummarizedExperimentsystemfontstextshapingtibbletidyrtidyselecttimeDateTMBurcautf8uwotvariancePartitionvctrsviporviridisviridisLitewithrXVectorzoo

Differential state analysis with muscat

Helena L Crowell, Charlotte Soneson, Pierre-Luc Germain, Mark D Robinson

Rendered fromanalysis.Rmdusingknitr::rmarkdownon May 29 2026.

Last update: 2026-03-08
Started: 2020-02-04

Simulating complex design scRNA-seq data with muscat

Helena L Crowell, Charlotte Soneson, Pierre-Luc Germain, Mark D Robinson

Rendered fromsimulation.Rmdusingknitr::rmarkdownon May 29 2026.

Last update: 2026-03-08
Started: 2020-02-04

Differential detection analysis

Jeroen Gilis, Helena L Crowell, Davide Risso, Lieven Clement

Rendered fromdetection.Rmdusingknitr::rmarkdownon May 29 2026.

Last update: 2026-03-08
Started: 2024-10-07

Increasing power with bulk-based hypothesis weighing (bbhw)

Pierre-Luc Germain

Rendered frombbhw.Rmdusingknitr::rmarkdownon May 29 2026.

Last update: 2025-12-18
Started: 2025-02-12