Package: peco 1.25.0
peco: A Supervised Approach for **P**r**e**dicting **c**ell Cycle Pr**o**gression using scRNA-seq data
Our approach provides a way to assign continuous cell cycle phase using scRNA-seq data, and consequently, allows to identify cyclic trend of gene expression levels along the cell cycle. This package provides method and training data, which includes scRNA-seq data collected from 6 individual cell lines of induced pluripotent stem cells (iPSCs), and also continuous cell cycle phase derived from FUCCI fluorescence imaging data.
Authors:
peco_1.25.0.tar.gz
peco_1.25.0.zip(r-4.7)peco_1.25.0.zip(r-4.6)peco_1.25.0.zip(r-4.5)
peco_1.25.0.tgz(r-4.6-any)peco_1.25.0.tgz(r-4.5-any)
peco_1.25.0.tar.gz(r-4.7-any)peco_1.25.0.tar.gz(r-4.6-any)
peco_1.25.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
peco/json (API)
NEWS
| # Install 'peco' in R: |
| install.packages('peco', repos = c('https://bioc.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/jhsiao999/peco/issues
- cellcyclegenes_whitfield2002 - List of cell cycle genes identified in Whitfield et al. 2002.
- model_5genes_predict - A SingleCellExperiment object
- model_5genes_train - Traing model results among samples from 5 individuals.
- sce_top101genes - Molecule counts of the 101 significant cyclical genes in the 888 samples analyzed in the study.
- training_human - Training data from 888 single-cell samples and 101 top cyclic genes
On BioConductor:peco-1.25.0(bioc 3.24)peco-1.24.0(bioc 3.23)
sequencingrnaseqgeneexpressiontranscriptomicssinglecellsoftwarestatisticalmethodclassificationvisualizationcell-cyclesingle-cell-rna-seq
Last updated from:c4a5054710. Checks:1 NOTE, 9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| bioc-checks | NOTE | 224 | ||
| linux-devel-x86_64 | OK | 551 | ||
| source / vignettes | OK | 340 | ||
| linux-release-x86_64 | OK | 555 | ||
| macos-release-arm64 | OK | 290 | ||
| macos-oldrel-arm64 | OK | 434 | ||
| windows-devel | OK | 500 | ||
| windows-release | OK | 463 | ||
| windows-oldrel | OK | 445 | ||
| wasm-release | OK | 154 |
Exports:circ_distcycle_npreg_insamplecycle_npreg_outsampledata_transform_quantilefit_bsplinefit_cyclical_manyfit_loessfit_trendfilterintensity2circlerotationshift_origin
Dependencies:abindassertthatassortheadbase64encbeachmatbeeswarmBHBiobaseBiocGenericsBiocNeighborsBiocParallelBiocSingularbootCairocircularclicodetoolsconicfitcpp11DelayedArraydoParalleldqrngfarverFNNforeachformatRfutile.loggerfutile.optionsgeigengenericsgenlassoGenomicRangesggbeeswarmggplot2ggrastrggrepelgluegridExtragtableigraphIRangesirlbaisobanditeratorsjsonlitelabelinglambda.rlatticelifecyclemagrittrMatrixMatrixGenericsmatrixStatsmvtnormpheatmappkgconfigpngpracmaR6raggRColorBrewerRcppRcppAnnoyRcppEigenRcppMLRcppProgressrlangRSpectrarsvdRtsneS4ArraysS4VectorsS7ScaledMatrixscalesscaterscuttleSeqinfoSingleCellExperimentsitmosnowSparseArraystringiSummarizedExperimentsystemfontstextshapinguwotvctrsviporviridisviridisLitewithrXVector
