joyplot for GSEA result
R-bloggers 2017-08-20
(This article was first published on R on Guangchuang YU, and kindly contributed to R-bloggers)
I am very glad to find that someone figure out how to use ggjoy with ggtree.
I really love ggjoy and believe it can be a good tool to visualize gene set enrichment (GSEA) result. DOSE/clusterProfiler support several visualization methods.
running score:
enrichment map:
category-gene-network:
dotplot:
These visualization methods are designed for visualizing/summarizing enrichment results and none of them can incoporate expression values.
In DOSE v>=3.3.2, I defined a joyplot
function, which can visualize GSEA result with expression distribution of the enriched categories.
Here is an example:
require(clusterProfiler)data(geneList)x <- gseKEGG(geneList)joyplot(x)
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