R package for for single-cell RNA-seq clustering analysis.
Installation
R method
if (!requireNamespace("BiocManager", quietly = TRUE)) {
install.packages("BiocManager")
}
install.packages(
pkgs = "pointillism",
repos = c(
"https://r.acidgenomics.com",
BiocManager::repositories()
),
dependencies = TRUE
)
Supported data classes
pointillism currently supports these S4 single-cell container classes:
- SingleCellExperiment
- Seurat
-
monocle3
cell_data_set
Markers
Cell-cycle and cell-type markers are stored internally inside the package. Refer to inst/extdata/
for the source CSV files.
Troubleshooting
Maximal number of DLLs reached
Error: package or namespace load failed for 'pointillism'
in dyn.load(file, DLLpath = DLLpath, ...):
maximal number of DLLs reached...
Depending on your operating system, you may encounter this error about hitting the DLL limit in R. This issue is becoming more common as RNA-seq analysis packages grow increasingly complex. Luckily, we can configure R to increase the DLL limit. Append this line to your ~/.Renviron
file:
For more information on this issue, consult help("dyn.load")
in the R documentation. The number of loaded DLLs in an R session can be obtained with getLoadedDLLs()
.
References
The papers and software cited in our workflows are available as a shared library on Paperpile.