Package: HetSeq 0.1.0

Kevin Berg
HetSeq: Identifying Modulators of Cellular Responses Leveraging Intercellular Heterogeneity
Cellular responses to perturbations are highly heterogeneous and depend largely on the initial state of cells. Connecting post-perturbation cells via cellular trajectories to untreated cells (e.g. by leveraging metabolic labeling information) enables exploitation of intercellular heterogeneity as a combined knock-down and overexpression screen to identify pathway modulators, termed Heterogeneity-seq (see 'Berg et al' <doi:10.1101/2024.10.28.620481>). This package contains functions to generate cellular trajectories based on scSLAM-seq (single-cell, thiol-(SH)-linked alkylation of RNA for metabolic labelling sequencing) time courses, functions to identify pathway modulators and to visualize the results.
Authors:
HetSeq_0.1.0.tar.gz
HetSeq_0.1.0.tar.gz(r-4.5-noble)HetSeq_0.1.0.tar.gz(r-4.4-noble)
HetSeq_0.1.0.tgz(r-4.4-emscripten)
HetSeq.pdf |HetSeq.html✨
HetSeq/json (API)
NEWS
# Install 'HetSeq' in R: |
install.packages('HetSeq', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/erhard-lab/hetseq/issues
Last updated 3 hours agofrom:9f40f6eef6. Checks:2 OK. Indexed: yes.
Target | Result | Latest binary |
---|---|---|
Doc / Vignettes | OK | Feb 03 2025 |
R-4.5-linux | OK | Feb 03 2025 |
Exports:distmatHetseqHetseqClassifyHetseqDoubleMLHetseqTestmincostflowPlotClassifyPlotDoubleMLprune
Dependencies:abindaskpassbackportsbase64encbbotkbeeswarmBHbitopsbslibcachemCairocaToolscheckmateclasscliclusterclusterGenerationcodetoolscolorspacecommonmarkcowplotcpp11crayoncrosstalkcurldata.tabledeldirdigestdoParalleldotCall64DoubleMLdplyrdqrnge1071evaluatefansifarverfastDummiesfastmapfitdistrplusFNNfontawesomeforeachfsfuturefuture.applygenericsggbeeswarmggplot2ggrastrggrepelggridgesglobalsgluegoftestgplotsgrandRgridExtragtablegtoolsherehighrhtmltoolshtmlwidgetshttpuvhttricaigraphirlbaisobanditeratorsjquerylibjsonliteKernSmoothknitrlabelinglaterlatticelazyevalleidenbaselfclgrlifecyclelistenvlmtestlpSolvemagrittrMASSMatrixmatrixStatsmemoisemgcvmimeminiUIminpack.lmmlbenchmlr3mlr3learnersmlr3measuresmlr3miscmlr3tuningmunsellmvtnormnlmenumDerivopensslpalmerpenguinsparadoxparallellypatchworkpbapplypillarpkgconfigplotlyplyrpngpolyclippROCprogressrpromisesproxyPRROCpurrrR6raggRANNrappdirsRColorBrewerRcppRcppAnnoyRcppArmadilloRcppEigenRcppHNSWRcppProgressRcppTOMLRCurlreadstata13reshape2reticulaterlangrmarkdownROCRrprojrootRSpectraRtsnesassscalesscattermoresctransformSeuratSeuratObjectshinysitmosourcetoolsspspamspatstat.dataspatstat.explorespatstat.geomspatstat.randomspatstat.sparsespatstat.univarspatstat.utilsstringistringrsurvivalsyssystemfontstensortextshapingtibbletidyrtidyselecttinytexutf8uuiduwotvctrsviporviridisLitewithrxfunxtableyamlzoo