Irgsea package
WebA Seurat after perform irGSEA.score. method: A character. It should be one of the followling : AUCell, UCell, singscore, ssgsea. show.geneset: A character. It should be one of the rownames of enrichment score matrix. reduction: A character. It can not be empty and should be calculated in advance.... More parameters pass to plot_density WebJul 25, 2024 · The raw gene count tables from the GSE194331 dataset were acquired, and ensemble gene names were converted into gene symbols using the org.Hs.eg.db package in R software. Then, the sum of each gene count number in each dataset was calculated, and low expression genes were excluded in the following research (sum of gene count …
Irgsea package
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http://interseatransport.com/ WebirGSEA/R/plot.R Go to file Cannot retrieve contributors at this time 1229 lines (1139 sloc) 52.2 KB Raw Blame #' Bubble plot #' #' Easy to show analysis results by bubble plot #' #' @param object A list after perform …
WebThis package allows you to produce clustering trees, a visualisation for interrogating clusterings as resolution increases. Installation You can install the release version of clustree from CRAN with: install.packages ("clustree") If you want to use the development version that can be installed from GitHub using the remotes package: WebThe integration of single cell rank-based gene set enrichment analysis • irGSEA irGSEA Integrate all single cell rank-based gene set enrichment analysis and easy to visualize the …
WebA list after perform irGSEA.integrate. method: A character. It should be one of the followling : AUCell, UCell, singscore, ssgsea or RRA. Default RRA. top: The top gene sets. Default 50. show.geneset: ... (FALSE) {# load PBMC dataset by R package SeuratData library library ... WebMar 22, 2024 · msigdb - A package that provides gene-sets from the molecular signatures database (MSigDB) as a GeneSetCollection object that is compatible with singscore. vissE - A package that can summarise and aid in the interpretation of a list of significant gene-sets identified by singscore (see tutorial ).
WebFeb 4, 2024 · In single-cell data, we use gene set scoring methods named “singscore” collected in the irGSEA package for gene set scoring. Clustering and subcluster prediction Based on the scores of 14 tumor features for each bulk sample calculated in the previous step, we clustered GC samples using consensus clustering with 1000 iterations and ...
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