Table 2.
Module (gene number) | Hub genes | Viral Cor.* | Enrichment terms | Immune cell type enrichment |
---|---|---|---|---|
Pink (100) | SPI1 | 0.83 | GO:0006952 defense response (P adj = 6.17e-07) | Neutrophils (P = 7.46e-11) |
PLEK | GO:0006955 immune response (P adj = 2.25e-06) | Act. neutrophils (P = 4.44e-09) | ||
HCK | IPA path: Fcγ receptor-mediated phagocytosis in macrophages and monocytes (P = 4.97e-10) | Eosinophils (P = 3.74e-04) | ||
FGR | IPA upstream regulator: IFNG (P = 4.77e-16) | Act. macrophages (P = 9.78e-03) | ||
TLR4 | IPA function: leukocyte migration (increased) (P = 3.82e-22) | Act. eosinophils (P = 2.67e-02) | ||
Blue (726) | SLAMF7 | 0.75 | GO:0006955 immune response (P adj = 5.31e-76) | Act. macrophages (P = 2.49e-16) |
SP100 | GO:0006952 defense response (P adj = 2.15e-29) | Dendritic cells (P = 3.01e-11) | ||
DTX3L | GO:0045321 leukocyte activation (P adj = 3.79e-26) | Act. neutrophils (P = 3.78e-05) | ||
GIMAP4 | IPA upstream regulator: IFNG (P = 1.66e-100) | Neutrophils (P = 1.99e-04) | ||
OAS3 | IPA path: interferon signaling (P = 3.35e-22) | NK cells (P = 2.64e-02) | ||
Black (117) | DCAKD | 0.28 | GO:0031982 ~ vesicle (P adj = 1.38e-02) | Act. macrophages (P = 4.06e-03) |
GNA13 | GO:0012505 endomembrane system (P adj = 2.10e-02) | |||
PICALM | IPA upstream regulator: CHEK2 (P = 6.49e-05) | |||
CREB1 | IPA path: ephrin receptor signaling (P = 3.26e-04) | |||
LARP4 | IPA function: viral infection (increased) (P = 1.02e-04) | |||
Magenta (85) | TNKS2 | 0.32 | No significant DAVID enrichments | Act. macrophages (P = 4.57e-02) |
VCPIP1 | IPA path: oxidative phosphorylation (P = 8.05e-05) | |||
MIER1 | IPA path: mitochondrial dysfunction (P = 6.51e-04) | |||
CD2AP | IPA path: NF-κB signaling (P = 6.14e-03) | |||
ARAP2 | ||||
Yellow (189) | CHST9 | 0.70 | No significant DAVID enrichments | Act. neutrophils (P = 4.00e-04) |
ITGA5 | IPA function: inflammatory response (P = 2.09e-11) | Act. macrophages (P = 9.78e-03) | ||
C8orf47 | IPA function: quantity of leukocytes (P = 1.67e-10) | Neutrophils (P = 1.56e-02) | ||
OXSR1 | IPA function: differentiation of cells (P = 1.74e-10) | Act. eosinophils (P = 1.83e-02) | ||
ITPRIPL2 | ||||
Green (179) | RPL10A | −0.46 | GO:0006414 translational elongation (P adj = 3.65e-44) | B cells (P adj = 1.07e-07) |
RPL3 | KEGG: hsa03010 ribosome (P adj = 3.34e-37) | Th2 cells (P adj = 8.30e-05) | ||
EEF2 | GO:0006412 translation (P adj = 7.72e-36) | T cells (P adj = 2.33e-04) | ||
RPS14 | IPA path: eIF2 signaling (P = 4.07e-47) | Mast cells (P adj = 1.33e-03) | ||
RPL4 | Th1 cells (P adj = 2.42e-02) | |||
Brown (203) | ELOVL5 | −0.74 | Type 2 inflammation (P = 3.30e-04) | No significant immune cell enrichments |
CDH26 | No significant DAVID enrichments | |||
ALOX15 | IPA upstream regulator: IL13 (P = 2.77e-05) | |||
FETUB | ||||
VWF | ||||
Red (164) | CFL1 | 0.50 | GO:0015629 actin cytoskeleton (P adj = 2.41e-06) | Act. neutrophils (P adj = 2.35e-02) |
CAP1 | GO:0031252 cell leading edge (P adj = 6.68e-05) | Act. macrophages (P adj = 3.04e-02) | ||
VASP | IPA path: remodeling of epithelial adherens junctions (P = 2.42e-09) | |||
DIAPH1 | IPA upstream predictor: TGFB1 (P = 6.88e-09) | |||
TMBIM1 | IPA function: organization of cytoskeleton (increased) (P = 3.65e-15) | |||
Turquoise (1,615) | C6orf165 | −0.43 | GO:0005929 cilium (P adj = 2.78e-30) | No significant immune cell enrichments |
ARMC2 | GO:0015630 microtubule cytoskeleton (P adj = 1.02e-23) | |||
CAPSL | GO:0005930 axoneme (P = 3.01e-21) | |||
EFCAB6 | IPA upstream regulator: RFX3 (P = 1.74e-05) | |||
ANKRD66 | IPA function: formation of cilia (decreased) (P = 1.47e-43) |
*Cor = Spearman correlation of module eigengenes with depth of detected viral genomes (for virus high samples only)