Unbiased Extraction of Single Cell gene signatures using Multiple Correspondence Analysis


[Up] [Top]

Documentation for package ‘CelliD’ version 1.1.0

Help Pages

CelliD-package Multiple Correspondence Analysis on Single Cell for Joint Dimensionality Reduction of Gene and Cell, Cells Geneset Extraction and Geneset Enrichment Analysis
CelliD Multiple Correspondence Analysis on Single Cell for Joint Dimensionality Reduction of Gene and Cell, Cells Geneset Extraction and Geneset Enrichment Analysis
checkCelliDArg Check for CelliD arguments
checkCelliDArg.Seurat Check for CelliD arguments
checkCelliDArg.SingleCellExperiment Check for CelliD arguments
DimPlotMC Seurat DimPlot for MCA like Dimensionality Reduction
DistSort Sort Gene Cell Distance Matrix
fgseaCelliD Slight change in fgsea for ram and speed efficiency in CelliD
GetCellGeneDistance Distance Calculation
GetCellGeneDistance.Seurat Distance Calculation
GetCellGeneDistance.SingleCellExperiment Distance Calculation
GetCellGeneRanking Ranking Extraction
GetCellGeneRanking.Seurat Ranking Extraction
GetCellGeneRanking.SingleCellExperiment Ranking Extraction
GetCellGeneSet Gene sets extraction from MCA
GetCellGeneSet.Seurat Gene sets extraction from MCA
GetCellGeneSet.SingleCellExperiment Gene sets extraction from MCA
GetGeneCellCoordinates GeneCellCoordinates
GetGroupCoordinates Centroids Coordinates
GetGroupCoordinates.matrix Centroids Coordinates
GetGroupCoordinates.Seurat Centroids Coordinates
GetGroupCoordinates.SingleCellExperiment Centroids Coordinates
GetGroupGeneDistance Centroids-Genes distances
GetGroupGeneDistance.Seurat Centroids-Genes distances
GetGroupGeneDistance.SingleCellExperiment Centroids-Genes distances
GetGroupGeneRanking Gene Specificity Ranking Calculation
GetGroupGeneRanking.Seurat Gene Specificity Ranking Calculation
GetGroupGeneRanking.SingleCellExperiment Gene Specificity Ranking Calculation
GetGroupGeneSet Extract cluster/group gene sets from MCA
GetGroupGeneSet.Seurat Extract cluster/group gene sets from MCA
GetGroupGeneSet.SingleCellExperiment Extract cluster/group gene sets from MCA
GetGSEAMatrix Get Matrix from Enrichment Results
Hallmark Hallmark Pathways from MSigDB
HgProteinCodingGenes Homo Sapiens Protein Coding Genes
import Import
MgProteinCodingGenes Mus Musculus Protein Coding Genes
pairDist Distance Calculation
plotReducedDimMC Scater plotReducedDim for MCA like dimensionality Reduction
RunCellGSEA Run Gene Set Enrichment Analysis on cells
RunCellGSEA.Seurat Run Gene Set Enrichment Analysis on cells
RunCellGSEA.SingleCellExperiment Run Gene Set Enrichment Analysis on cells
RunCellHGT Run HyperGeometric Test on cells
RunCellHGT.Seurat Run HyperGeometric Test on cells
RunCellHGT.SingleCellExperiment Run HyperGeometric Test on cells
RunGroupGSEA Run GSEA on cluster/groups
RunGroupGSEA.Seurat Run GSEA on cluster/groups
RunGroupGSEA.SingleCellExperiment Run GSEA on cluster/groups
RunMCA Run Multiple Correspondence Analysis
RunMCA.matrix Run Multiple Correspondence Analysis
RunMCA.Seurat Run Multiple Correspondence Analysis
RunMCA.SingleCellExperiment Run Multiple Correspondence Analysis
RunMCDMAP Diffusion Map on MCA coordinates
RunMCDMAP.Seurat Diffusion Map on MCA coordinates
RunMCDMAP.SingleCellExperiment Diffusion Map on MCA coordinates
RunMCTSNE tSNE on MCA coordinates
RunMCTSNE.Seurat tSNE on MCA coordinates
RunMCTSNE.SingleCellExperiment tSNE on MCA coordinates
RunMCUMAP UMAP on MCA coordinates
RunMCUMAP.Seurat UMAP on MCA coordinates
RunMCUMAP.SingleCellExperiment UMAP on MCA coordinates
setDimMCSlot SetDimSlot
setDimMCSlot.Seurat SetDimSlot
setDimMCSlot.SingleCellExperiment SetDimSlot
seuratPbmc Seurat object of 400 PBMC cells