TABLE 3.
Enrichr | ||||||
---|---|---|---|---|---|---|
PBMC subset | Module | Comparison group direction of effect in WGCNA | Hallmark pathway | p | q | |
CD14+ | Salmon | — | — | TNFα signalling through NF-кB | 1.75×10−52 | 7.89×10−51 |
— | — | Apoptosis | 3.45×10−6 | 3.58×10−5 | ||
NR vs. CN | mTORC1 signalling | 4.78×10−6 | 3.58×10−5 | |||
— | — | KRAS signalling up | 4.78×10−6 | 3.58×10−5 | ||
— | — | IL-2/STAT5 signalling | 2.56×10−6 | 1.51×10−4 | ||
— | — | IFNγ response | 2.69×10−6 | 1.51×10−4 | ||
TH1 | Yellow | NR vs. CN | TNFα signalling via NF-кB | 2.35×10−39 | 1.08×10−37 | |
R vs. CN | p53 pathway | 2.36×10−4 | 3.63×10−3 | |||
CS vs. CN | Apoptosis | 5.30×10−4 | 6.10×10−3 | |||
Green | — | — | — | — | — | |
— | IL-2/STAT5 signalling | 2.32×10−4 | 2.77×10−3 | — | ||
R vs. CN | IFNγ response | 2.46×10−4 | 2.77×10−3 | |||
NR vs. CN | IL-6/JAK/STAT3 signalling | 1.83×10−3 | 9.94×10−3 | |||
CS vs. CN | TNFα signalling through NF-кB | 1.99×10−3 | 9.94×10−3 | |||
— | — | KRAS signalling up | 1.99×10−3 | 9.94×10−3 | ||
TH17 | Purple | NR vs. CN | TNFα signalling through NF-кB | 3.35×10−6 | 8.71×10−5 | |
R vs. CN | — | — | — | |||
CS vs. CN | — | — | — | |||
Red | NR vs. CN | TNFα signalling via NF-кB | 2.04×10−30 | 9.40×10−29 | ||
CS vs. CN | IFNγ response | 3.72×10−6 | 4.27×10−5 | |||
R vs. CN | IL-2/STAT5 signalling | 1.52×10−5 | 1.40×10−4 | |||
Magenta | R vs. CN | KRAS signalling up | 1.13×10−9 | 2.08×10−8 | ||
— | — | IFNγ response | 6.48×10−5 | 4.79×10−4 | ||
— | — | IL-6/JAK/STAT3 signalling | 1.40×10−4 | 8.60×10−4 | ||
TREG | Green | R vs. CN | TNFα signalling through NF-кB | 1.74×10−2 | 6.43×10−1 | |
Brown | R vs. NR | KRAS signalling up | 1.44×10−6 | 6.77×10−5 | ||
NR vs. CN | IL-6/JAK/STAT3 signalling | 8.10×10−6 | 1.27×10−4 | |||
R vs. CN | IL-2/STAT5 signalling | 1.33×10−5 | 1.36×10−4 | |||
CS vs. CN | TNFα signalling through NF-кB | 4.27×10−5 | 2.87×10−4 | |||
B | Black | R vs. CN | TNFα signalling through NF-кB | 2.60×10−4 | 1.09×10−2 | |
CS vs. CN | — | — | — |
Notes: Enrichment of Hallmark pathways was evaluated using the platform, Enrichr.
Pathways enriched at q<0.05 are shown.
The direction of effect for the comparison groups is highlighted.
indicates positive correlation,indicates negative correlation.
q is the FDR corrected p-value.
▴▴indicates moderate correlation ▴▴▴indicates strong correlation.
Abbreviation: FDR, false discovery rate; NR, non-responder.