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April 30, 2017 20:21
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Example ComplexHeatmap
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create_complexheatmap <- function(indata){ | |
set.seed(123) | |
sample.annotation <- data.frame(SampleType=sample(c("groupA","groupB"), | |
size = ncol(indata), | |
replace = TRUE)) | |
topha <- HeatmapAnnotation(df = sample.annotation, | |
col = list(SampleType = c("groupA" = "coral3", | |
"groupB" = "aquamarine4")), | |
height = unit(0.333, "cm")) | |
maintitle <- "Example Heatmap" | |
gene.annotation <- data.frame(GeneAnnot1=sample(c("Gene_groupA","Gene_groupB"), | |
size = nrow(indata), | |
replace = TRUE), | |
GeneAnnot2=sample(c("Gene_groupC","Gene_groupD"), | |
size = nrow(indata), | |
replace = TRUE)) | |
ha_row = HeatmapAnnotation(df = gene.annotation, | |
col = list(GeneAnnot1 = c("Gene_groupA" = "#4DAF4A", | |
"Gene_groupB" = "#984EA3"), | |
GeneAnnot2 = c("Gene_groupC" = "#FFFF33", | |
"Gene_groupD" = "skyblue")), | |
which = "row", | |
width = unit(0.666, "cm"), | |
show_legend = TRUE) | |
h1 <- Heatmap(indata, | |
cluster_rows = T, | |
cluster_columns = T, | |
show_row_names = F, | |
show_column_names = T, | |
row_title_gp = gpar(fontsize =10), | |
top_annotation = topha, | |
name="Expression", | |
column_title = maintitle, | |
show_heatmap_legend = TRUE, | |
heatmap_legend_param = list(color_bar = "continuous")) | |
draw(h1+ha_row,row_dend_side = "left", annotation_legend_side = "bottom") | |
} | |
library(ComplexHeatmap) | |
randomdata <- data.frame(matrix(rnorm(625), nrow=25)) | |
rownames(randomdata) <- paste(rep("gene_"), 1:25, sep='') | |
colnames(randomdata) <- paste(rep("sample_"), 1:25, sep='') | |
create_complexheatmap(randomdata) |
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