Gene intersections
lt= list(
Alzheimers = geneids_ad,
Autism = geneids_asd,
Bipolar = geneids_bd,
Schizophrenia = geneids_scz,
Parkinsons=geneids_pd
)
m1 = make_comb_mat(lt, mode='intersect')
row_size = set_size(m1)
m1
## A combination matrix with 5 sets and 27 combinations.
## ranges of combination set size: c(1, 322).
## mode for the combination size: intersect.
## sets are on rows.
##
## Top 8 combination sets are:
## Alzheimers Autism Bipolar Schizophrenia Parkinsons code size
## x 10000 322
## x 00010 131
## x 01000 77
## x x 10010 47
## x x 11000 24
## x x 01010 24
## x 00001 24
## x x 00110 20
##
## Sets are:
## set size
## Alzheimers 322
## Autism 77
## Bipolar 20
## Schizophrenia 131
## Parkinsons 24
z=UpSet(m1[comb_degree(m1) > 1], pt_size = unit(5, "mm"), lwd = 3,
comb_col = c("red", "blue", "black", 'red')[comb_degree(m1[comb_degree(m1) > 1])])
ht = draw(z)
od = column_order(ht)
row_od = row_order(ht)
cs = comb_size(m1[comb_degree(m1) > 1])
decorate_annotation("intersection_size", {
grid.text(cs[od], x = seq_along(cs), y = unit(cs[od], "native") + unit(2, "pt"),
default.units = "native", just = "bottom", gp = gpar(fontsize = 8))
})
