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Problems plotting interactions with multiple words in cpdb4
Hi,
Thank you for this very helpful package - I'm having a lot of fun plotting my data!
However, I'm having trouble plotting specific interactions which include multiple words (such as IL18-IL18-receptor) in plot_cpdb4. The below should be a significant interaction, as is plotted as such in plot_cpdb, and I can plot other interactions (such as CXCL2-DPP4) without problem in plot_cpdb4. Can you advise?
plot_cpdb4( = sce, interaction = "IL18-IL18_receptor", #IL18_IL18_receptor also tried cell_type1 = "CD56posCD16neg_NK", cell_type2 = "Mast_cells", celltype_key = "cell_annotation", means = means, pvals = pvals, deconvoluted = decons, degs_analysis = TRUE )
I get the following error: Error in h(simpleError(msg, call)) : error in evaluating the argument 'x' in selecting a method for function 't': 'data' must be of a vector type, was 'NULL'
From the looks of things, it is struggling to handle the "-" in the first string splitting step. Also, in the input data for parameter means and pvals, gene_b value was blank for those that did not work and filled for those that did (example attached). Is this indicative of an issue upstream as well?
Many thanks! means_example.csv
hi @jweefergs! Thank you for your interest and for bringing this up to me.
I found the issue but i will need time to implement a fix.
For now, can you try specifying the interaction as "IL18 receptor-IL18"
The bug is here:
https://github.com/zktuong/ktplots/blob/a7bb0e6324942728a3c10c727049c46e3bfe99fb/R/plot_cpdb4.R#L44-L56
basically, i ran the last line but with a grep and this is what it returns:
grep("IL18", gsub(paste0(".*", SPECIAL_SEP), "", lr_interactions$Var1), value=TRUE)
[1] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[4] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[7] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[10] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[13] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[16] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[19] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[22] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[25] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[28] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[31] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[34] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[37] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[40] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[43] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[46] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[49] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[52] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[55] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[58] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[61] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[64] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[67] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[70] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[73] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[76] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[79] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[82] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[85] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[88] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[91] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[94] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[97] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[100] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[103] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[106] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[109] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[112] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[115] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[118] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[121] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[124] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[127] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[130] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[133] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[136] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[139] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
[142] "IL18 receptor-IL18" "IL18 receptor-IL18" "IL18 receptor-IL18"
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