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SingleCellMultiModal

This is the development version of SingleCellMultiModal; for the stable release version, see SingleCellMultiModal.

All versions 3.24 (devel), 3.23 (release), 3.22, 3.21, 3.20, 3.19, 3.18, 3.17, 3.16, 3.15, 3.14, 3.13, 3.12, 3.11

Integrating Multi-modal Single Cell Experiment datasets


Bioconductor version: Development (3.24)

SingleCellMultiModal is an ExperimentHub package that serves multiple datasets obtained from GEO and other sources and represents them as MultiAssayExperiment objects. We provide several multi-modal datasets including scNMT, 10X Multiome, seqFISH, CITEseq, SCoPE2, and others. The scope of the package is is to provide data for benchmarking and analysis. To cite, use the 'citation' function and see <https://doi.org/10.1371/journal.pcbi.1011324>.

Author: Marcel Ramos [aut, cre] ORCID iD ORCID: 0000-0002-3242-0582 , Ricard Argelaguet [aut], Al Abadi [ctb], Dario Righelli [aut], Christophe Vanderaa [ctb], Kelly Eckenrode [aut], Ludwig Geistlinger [aut], Levi Waldron [aut], NCI [fnd] (GrantNo.: U24CA289073)

Maintainer: Marcel Ramos <marcel.ramos at sph.cuny.edu>

Citation (from within R, enter citation("SingleCellMultiModal")):

Marcel Ramos, Ricard Argelaguet, Dario Righelli, Kelly Eckenrode, Ludwig Geistlinger, Levi Waldron. SingleCellMultiModal: Integrating Multi-modal Single Cell Experiment datasets. doi:10.18129/B9.bioc.SingleCellMultiModal, R package version 1.25.3, https://bioconductor.org/packages/SingleCellMultiModal.

Generated from the package metadata; it may differ from the package's own citation.

Installation

To install this package, start R (version "4.6") and enter:

if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

## The following initializes the development version of Bioconductor
BiocManager::install(version = "devel")

BiocManager::install("SingleCellMultiModal")

For older versions of R, please refer to the appropriate Bioconductor release.

Documentation

To view documentation for the version of this package installed in your system, start R and enter:

browseVignettes("SingleCellMultiModal")
CITEseq Cord Blood HTML R Script
ECCITEseq Peripheral Blood HTML R Script
GT-seq Mouse Embryo HTML R Script
scMultiome 10x PBMC HTML R Script
scNMT Mouse Gastrulation HTML R Script
SCoPE2: macrophage vs monocytes HTML R Script
seqFISH Mouse Visual Cortex HTML R Script
SingleCellMultiModal Introduction HTML R Script
Reference ManualPDF
NEWSText

Details

biocViews ExperimentData, ExperimentHub, GEO, ReproducibleResearch, SingleCellData
Version1.25.3
In Bioconductor sinceBioC 3.11 (R-4.0) (6.5 years)
License Artistic-2.0
Depends R (>= 4.2.0), MultiAssayExperiment
Imports AnnotationHub, BiocBaseUtils, BiocFileCache, ExperimentHub, graphics, HDF5Array, S4Vectors, SingleCellExperiment, SpatialExperiment, SummarizedExperiment, Matrix, methods, utils
System Requirements
URL
Bug Reportshttps://github.com/waldronlab/SingleCellMultiModal/issues
See More
Suggests BiocStyle, ggplot2, knitr, RaggedExperiment, rmarkdown, scater, scran, UpSetR, uwot
Linking To
Enhances
Depends On Me
Imports Me
Suggests Me decontX, MuData, StabMap
Links To Me
Build Report Build Report, r-universe

Package Archives

Follow Installation instructions to use this package in your R session.

Source Package SingleCellMultiModal_1.25.3.tar.gz
Windows Binary (x86_64)
macOS Binary (big-sur-x86_64)
macOS Binary (sonoma-arm64)
Source Repositorygit clone https://git.bioconductor.org/packages/SingleCellMultiModal
Source Repository (Developer Access)git clone git@git.bioconductor.org:packages/SingleCellMultiModal
Package Short Url https://bioconductor.org/packages/SingleCellMultiModal/
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