load_iPAS.Rd
Load integrative Pathway Activity Signatures (iPAS)
load_iPAS( method = c("ensemble", "cl", "mtl", "legacy_cl"), cell_line = c("A375", "A549", "HA1E", "HCC515", "HEKTE", "HEPG2", "HT29", "MCF7", "NPC", "PC3", "SW480", "VCAP"), genes = c("entrez", "symbol") )
method | The method used to create the iPAS signatures: "ensemble" refers to consensus signatures combined with weights determined by ensemble learning, "cl" refers to signatures created using data from one cell line only, "mtl" refers to "multi-task learning" signatures, "legacy_cl" refers to the version of signatures (from one cell line) published in Ren et al. 2020 (slightly different method than recent signatures). |
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cell_line | LINCS cell line to load signatures from (if applicable) |
genes | format of rownames for genes (entrez ids or gene symbols) |
a list object containing the requested Pathway Activation Signatures (iPAS)