DEbubblePlot {CiteFuse} | R Documentation

## DEbubblePlot

### Description

A function to generate circlepack plot to visualise the marker for each cluster

### Usage

    DEbubblePlot(de_list)

### Arguments

`de_list` | A list of results from 'DE genes ()'

### Value

A ggplot to visualise the DE results via bubble plot

### Examples

    library(S4Vectors)
    data(sce_control_subset, package = "CiteFuse")
    sce_control_subset <- DEgenes(sce_control_subset,
    altExp_name = "none",
    group = sce_control_subset$SNF_W_louvain,
    return_all = TRUE,
    exprs_pct = 0.5)

    sce_control_subset <- selectDEgenes(sce_control_subset,
                                altExp_name = "none")

    sce_control_subset <- DEgenes(sce_control_subset,
    altExp_name = "ADT",
    group = sce_control_subset$SNF_W_louvain,
    return_all = TRUE,
    exprs_pct = 0.5)

    sce_control_subset <- selectDEgenes(sce_control_subset,
                                 altExp_name = "ADT")

    rna_DEgenes <- metadata(sce_control_subset)[["DE_res_RNA_filter"]]
    adt_DEgenes <- metadata(sce_control_subset)[["DE_res_ADT_filter"]]

    rna_DEgenes <- lapply(rna_DEgenes, function(x){
      x$name <- gsub("hg19_", "", x$name)
      x})
    DEbubblePlot(list(RNA = rna_DEgenes, ADT = adt_DEgenes))

[Package CiteFuse version 1.0.0 Index]