Accurate estimation of pathway activity in single cells for clustering and differential analysis

Table 3.

Summary of the number of differentially active pathways in each glioblastoma metamodule, according to the four tested methods

SiPSiC AUCell ssGSEA VAM Overlap
AC-like 4 13 10 1 1
MES-like 23 20 17 28 13
OPC-like 2 2 10 0 0
NPC-like 8 6 4 13 2
Missed 0 3 5 5
  • Missed pathways are cases in which the relevant method failed to detect differential activity of a given pathway in the specific cell group where all other methods detected the pathway. For a summary of the analysis of all 50 hallmark pathways, see Supplemental Table S4.

This Article

  1. Genome Res. 34: 925-936

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