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Plot model statistics using heatmap.

Usage

plotCorHeatmap(
  model.result,
  stats = c("cor.coef", "t", "p.Pos", "p.Neg"),
  roi = "all",
  cell.type = "all"
)

Arguments

model.result

A dataFrame object.

stats

Character value. Choose either coefficient or t. Coefficient by default.

roi

Character value. By default is all. The specific ROIs to be plotted.

cell.type

Character value. By default is all. The cell types to be plotted.

Value

A pheatmap object.

Examples


data("xenium_bc_spe")

coi <- c("Breast cancer", "Fibroblasts", "B cells", "T cells")

spe <- gridDensity(spe, coi = coi)

spe <- findROI(spe, coi = coi, method = "walktrap")

model_result <- corDensity(spe)
#> i = 1 , j = 2 , ROI 1 
#> i = 1 , j = 2 , ROI 2 
#> i = 1 , j = 2 , ROI 3 
#> i = 1 , j = 2 , ROI 4 
#> i = 1 , j = 2 , ROI 5 
#> i = 1 , j = 2 , ROI 6 
#> i = 1 , j = 2 , ROI 7 
#> i = 1 , j = 2 , ROI 8 
#> i = 1 , j = 2 , ROI 9 
#> i = 1 , j = 2 , ROI 10 
#> i = 1 , j = 2 , ROI 11 
#> i = 1 , j = 2 , ROI 12 
#> i = 1 , j = 2 , ROI 13 
#> i = 1 , j = 2 , ROI 14 
#> i = 1 , j = 2 , ROI 15 
#> i = 1 , j = 2 , ROI 16 
#> i = 1 , j = 2 , ROI 17 
#> i = 1 , j = 2 , ROI 18 
#> i = 1 , j = 2 , ROI 19 
#> i = 1 , j = 2 , ROI 20 
#> i = 1 , j = 2 , ROI 21 
#> i = 1 , j = 2 , ROI 22 
#> i = 1 , j = 2 , ROI 23 
#> i = 1 , j = 2 , ROI 24 
#> i = 1 , j = 2 , ROI 25 
#> i = 1 , j = 2 , ROI 26 
#> i = 1 , j = 2 , ROI 27 
#> i = 1 , j = 3 , ROI 1 
#> i = 1 , j = 3 , ROI 2 
#> i = 1 , j = 3 , ROI 3 
#> i = 1 , j = 3 , ROI 4 
#> i = 1 , j = 3 , ROI 5 
#> i = 1 , j = 3 , ROI 6 
#> i = 1 , j = 3 , ROI 7 
#> i = 1 , j = 3 , ROI 8 
#> i = 1 , j = 3 , ROI 9 
#> i = 1 , j = 3 , ROI 10 
#> i = 1 , j = 3 , ROI 11 
#> i = 1 , j = 3 , ROI 12 
#> i = 1 , j = 3 , ROI 13 
#> i = 1 , j = 3 , ROI 14 
#> i = 1 , j = 3 , ROI 15 
#> i = 1 , j = 3 , ROI 16 
#> i = 1 , j = 3 , ROI 17 
#> i = 1 , j = 3 , ROI 18 
#> i = 1 , j = 3 , ROI 19 
#> i = 1 , j = 3 , ROI 20 
#> i = 1 , j = 3 , ROI 21 
#> i = 1 , j = 3 , ROI 22 
#> i = 1 , j = 3 , ROI 23 
#> i = 1 , j = 3 , ROI 24 
#> i = 1 , j = 3 , ROI 25 
#> i = 1 , j = 3 , ROI 26 
#> i = 1 , j = 3 , ROI 27 
#> i = 1 , j = 4 , ROI 1 
#> i = 1 , j = 4 , ROI 2 
#> i = 1 , j = 4 , ROI 3 
#> i = 1 , j = 4 , ROI 4 
#> i = 1 , j = 4 , ROI 5 
#> i = 1 , j = 4 , ROI 6 
#> i = 1 , j = 4 , ROI 7 
#> i = 1 , j = 4 , ROI 8 
#> i = 1 , j = 4 , ROI 9 
#> i = 1 , j = 4 , ROI 10 
#> i = 1 , j = 4 , ROI 11 
#> i = 1 , j = 4 , ROI 12 
#> i = 1 , j = 4 , ROI 13 
#> i = 1 , j = 4 , ROI 14 
#> i = 1 , j = 4 , ROI 15 
#> i = 1 , j = 4 , ROI 16 
#> i = 1 , j = 4 , ROI 17 
#> i = 1 , j = 4 , ROI 18 
#> i = 1 , j = 4 , ROI 19 
#> i = 1 , j = 4 , ROI 20 
#> i = 1 , j = 4 , ROI 21 
#> i = 1 , j = 4 , ROI 22 
#> i = 1 , j = 4 , ROI 23 
#> i = 1 , j = 4 , ROI 24 
#> i = 1 , j = 4 , ROI 25 
#> i = 1 , j = 4 , ROI 26 
#> i = 1 , j = 4 , ROI 27 
#> i = 2 , j = 3 , ROI 1 
#> i = 2 , j = 3 , ROI 2 
#> i = 2 , j = 3 , ROI 3 
#> i = 2 , j = 3 , ROI 4 
#> i = 2 , j = 3 , ROI 5 
#> i = 2 , j = 3 , ROI 6 
#> i = 2 , j = 3 , ROI 7 
#> i = 2 , j = 3 , ROI 8 
#> i = 2 , j = 3 , ROI 9 
#> i = 2 , j = 3 , ROI 10 
#> i = 2 , j = 3 , ROI 11 
#> i = 2 , j = 3 , ROI 12 
#> i = 2 , j = 3 , ROI 13 
#> i = 2 , j = 3 , ROI 14 
#> i = 2 , j = 3 , ROI 15 
#> i = 2 , j = 3 , ROI 16 
#> i = 2 , j = 3 , ROI 17 
#> i = 2 , j = 3 , ROI 18 
#> i = 2 , j = 3 , ROI 19 
#> i = 2 , j = 3 , ROI 20 
#> i = 2 , j = 3 , ROI 21 
#> i = 2 , j = 3 , ROI 22 
#> i = 2 , j = 3 , ROI 23 
#> i = 2 , j = 3 , ROI 24 
#> i = 2 , j = 3 , ROI 25 
#> i = 2 , j = 3 , ROI 26 
#> i = 2 , j = 3 , ROI 27 
#> i = 2 , j = 4 , ROI 1 
#> i = 2 , j = 4 , ROI 2 
#> i = 2 , j = 4 , ROI 3 
#> i = 2 , j = 4 , ROI 4 
#> i = 2 , j = 4 , ROI 5 
#> i = 2 , j = 4 , ROI 6 
#> i = 2 , j = 4 , ROI 7 
#> i = 2 , j = 4 , ROI 8 
#> i = 2 , j = 4 , ROI 9 
#> i = 2 , j = 4 , ROI 10 
#> i = 2 , j = 4 , ROI 11 
#> i = 2 , j = 4 , ROI 12 
#> i = 2 , j = 4 , ROI 13 
#> i = 2 , j = 4 , ROI 14 
#> i = 2 , j = 4 , ROI 15 
#> i = 2 , j = 4 , ROI 16 
#> i = 2 , j = 4 , ROI 17 
#> i = 2 , j = 4 , ROI 18 
#> i = 2 , j = 4 , ROI 19 
#> i = 2 , j = 4 , ROI 20 
#> i = 2 , j = 4 , ROI 21 
#> i = 2 , j = 4 , ROI 22 
#> i = 2 , j = 4 , ROI 23 
#> i = 2 , j = 4 , ROI 24 
#> i = 2 , j = 4 , ROI 25 
#> i = 2 , j = 4 , ROI 26 
#> i = 2 , j = 4 , ROI 27 
#> i = 3 , j = 4 , ROI 1 
#> i = 3 , j = 4 , ROI 2 
#> i = 3 , j = 4 , ROI 3 
#> i = 3 , j = 4 , ROI 4 
#> i = 3 , j = 4 , ROI 5 
#> i = 3 , j = 4 , ROI 6 
#> i = 3 , j = 4 , ROI 7 
#> i = 3 , j = 4 , ROI 8 
#> i = 3 , j = 4 , ROI 9 
#> i = 3 , j = 4 , ROI 10 
#> i = 3 , j = 4 , ROI 11 
#> i = 3 , j = 4 , ROI 12 
#> i = 3 , j = 4 , ROI 13 
#> i = 3 , j = 4 , ROI 14 
#> i = 3 , j = 4 , ROI 15 
#> i = 3 , j = 4 , ROI 16 
#> i = 3 , j = 4 , ROI 17 
#> i = 3 , j = 4 , ROI 18 
#> i = 3 , j = 4 , ROI 19 
#> i = 3 , j = 4 , ROI 20 
#> i = 3 , j = 4 , ROI 21 
#> i = 3 , j = 4 , ROI 22 
#> i = 3 , j = 4 , ROI 23 
#> i = 3 , j = 4 , ROI 24 
#> i = 3 , j = 4 , ROI 25 
#> i = 3 , j = 4 , ROI 26 
#> i = 3 , j = 4 , ROI 27 

plotCorHeatmap(model_result$ROI)