aertslab / SCENIC

SCENIC is an R package to infer Gene Regulatory Networks and cell types from single-cell RNA-seq data.
http://scenic.aertslab.org
GNU General Public License v3.0
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TF dropout when running runSCENIC_2_createRegulons(scenicOptions) #424

Open rmauron opened 1 year ago

rmauron commented 1 year ago

Dear SCENIC developers,

Thanks for a great tool!

I am facing an issue when creating regulons.

I am running the SCENIC pipeline in R for 2 cell populations of interest (2 clusters out of my data set (run separately cl1 and cl2)). Both of those cell types are expected to have a high activity of a specific TF that is well known and described. This specific marker is upregulated in those 2 clusters.

My problem arrises in the motifs enrichment steps agains the RcisTarget databases.

In one of the cell population, my TF of interest is kept after the motifEnrichment_selfMotifs <- motifEnrichment[which(motifEnrichment$TFinDB != ""),, drop=FALSE] but in my second population, the TF is dropped out for a mysterious reason to me. How come the same TF (highly expressed in 2 single-cell populations) could have different motifs in these populations and therefore dropped out in one?

Thanks in advance for your time! Best