Table 4.
Gene set name | Set size | Enrichment score | NES | NOM P | p-Adjust | FDR q |
High expression | ||||||
REACTOME_PD_1_SIGNALING | 23 | <0.001 | <0.001 | <.001 | 0.008 | 0.006 |
BIOCARTA_CTLA4_PATHWAY | 20 | <0.001 | <0.001 | <.001 | 0.008 | 0.006 |
KEGG_B_CELL_RECEPTOR_SIGNALING_PATHWAY | 75 | <0.001 | <0.001 | <.001 | 0.008 | 0.006 |
KEGG_APOPTOSIS | 87 | <0.001 | <0.001 | <.001 | 0.008 | 0.006 |
REACTOME_SIGNALING_BY_FGFR | 86 | 0.522 | 1.728 | <.001 | 0.008 | 0.006 |
KEGG_JAK_STAT_SIGNALING_PATHWAY | 154 | <0.001 | <0.001 | .001 | 0.008 | 0.006 |
Low expression | ||||||
REACTOME_INTERLEUKIN_21_SIGNALING | 10 | −0.852 | −1.99 | <.001 | 0.039 | 0.031 |
BIOCARTA_IL5_PATHWAY | 11 | −0.8254 | −2.015 | <.001 | 0.039 | 0.031 |
REACTOME_INTERLEUKIN_2_SIGNALING | 12 | −0.76774 | −1.90938 | <.001 | 0.039 | 0.031 |
BIOCARTA_MTA3_PATHWAY | 18 | −0.67389 | −1.85959 | <.001 | 0.039 | 0.031 |
BIOCARTA_CD40_PATHWAY | 15 | −0.71742 | −1.86772 | <.001 | 0.039 | 0.031 |
BIOCARTA_IL17_PATHWAY | 15 | −0.7526 | −1.95831 | <.001 | 0.039 | 0.031 |
FDR q-values, which is the probability estimate of possible false positive results for NES; Differences in gene sets with NOM P-value <.05 and FDR q-values <0.05 were considered statistically significant.
FDR = false discovery rate, NES = normalized enrichment score, NOM = nominal.