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. 2014 Oct 4;15(1):336. doi: 10.1186/1471-2105-15-336

Table 4.

Functional terms of GO biological processes and KEGG/REACTOME pathways enriched in 25 selected regulatory modules (FDR < 0.05)

Module Term Representative genes p-value FDR
Module103 GO:0008283 ~ cell proliferation CREBBP 0.000353 0.00498
GO:0006357 ~ regulation of transcription from RNA polymerase II promoter CREBBP, EP300 0.003488 0.04824
Module106 GO:0019221 ~ cytokine-mediated signaling pathway IRAK4 0.001318 0.0192
hsa04630:Jak-STAT signaling pathway IFNAR1, STAT2, IRF9 0.002251 0.0177
Module130 GO:0006915 ~ apoptosis HSPE1 0.001585 0.01762
Module159 GO:0007249 ~ I-kappaB kinase/NF-kappaB cascade IRF3, TRAF2, TICAM1, BCL3 3.58E-08 5.43E-07
GO:0043068 ~ positive regulation of programmed cell death TRAF2, TICAM1, BCL3 1.46E-07 2.21E-06
GO:0002263 ~ cell activation during immune response TICAM1, BCL3 2.23E-05 0.00034
GO:0002366 ~ leukocyte activation during immune response TICAM1, BCL3 2.23E-05 0.00034
hsa04622:RIG-I-like receptor signaling pathway IRF3, TRAF2, MAVS 2.27E-05 0.00021
GO:0001819 ~ positive regulation of cytokine production TRAF2, MAVS, TICAM1, BCL3 0.000347 0.00526
GO:0051251 ~ positive regulation of lymphocyte activation TRAF2, TICAM1 0.000433 0.00655
GO:0045321 ~ leukocyte activation TICAM1, BCL3 0.00047 0.00711
GO:0006955 ~ immune response MAVS, TICAM1, BCL3 0.000483 0.00731
GO:0009615 ~ response to virus IRF3, MAVS, TICAM1, BCL3 0.000609 0.0092
REACT_6900:Signaling in Immune system IRF3, TICAM1 0.001402 0.00804
Module171 hsa04310:Wnt signaling pathway JUN, MAPK10, DVL2 0.000233 0.00246
hsa04010:MAPK signaling pathway JUN, MAPK10, MAPK1 0.001514 0.01594
GO:0034097 ~ response to cytokine stimulus JUN 0.00196 0.03023
GO:0002237 ~ response to molecule of bacterial origin JUN, MAPK1 0.002673 0.04102
Module173 GO:0006954 ~ inflammatory response CEBPB, CCL5, F8, BDKRB1, ITGB2, HIF1A, TF, F3, C1RL, IL8 3.00E-05 0.00048
GO:0009611 ~ response to wounding CEBPB, CCL5, F8, BDKRB1, IGFBP1, ITGB2, NRG1, HIF1A, TF, F3, C1RL, IL8 5.28E-05 0.00085
GO:0051240 ~ positive regulation of multicellular organismal process CCL5, PTGS2, NRG1, HIF1A, MYLK2, TF, F3, IL27RA 0.000197 0.00316
GO:0006952 ~ defense response CEBPB, CCL5, F8, BDKRB1, ITGB2, HIF1A, TF, F3, IL27RA, C1RL, IL8 0.000835 0.01331
GO:0032101 ~ regulation of response to external stimulus CCL5, VEGFA, PTGS2, NT5E, F3, IL8 0.001131 0.01799
REACT_604:Hemostasis STX4, SLC7A7, F8, VEGFA, ITGB2, ALB, TF, F3 0.001131 0.00976
GO:0002526 ~ acute inflammatory response CEBPB, F8, TF, F3, C1RL 0.0014 0.02222
GO:0043069 ~ negative regulation of programmed cell death CEBPB, VEGFA, NRG1, ALB, KRT18, PPT1, PCSK6, F3 0.001937 0.03062
Module174 GO:0051726 ~ regulation of cell cycle SMAD3, CDK4 1.10E-05 0.00016
GO:0031328 ~ positive regulation of cellular biosynthetic process SMAD3, CDK4 0.000612 0.00894
GO:0006350 ~ transcription SMAD3, ASH2L 0.000854 0.01245
Module175 GO:0000122 ~ negative regulation of transcription from RNA polymerase II promoter CTNNB1, 0.002252 0.02972
Module178 GO:0051252 ~ regulation of RNA metabolic process STAT1, UBE2I, HDAC3, PIAS2, DAXX, SP100 5.05E-05 0.00076
REACT_11061:Signalling by NGF HDAC3, AKT1 0.000413 0.00293
GO:0007049 ~ cell cycle DAXX, UBE2I, HDAC3, AKT1 0.0005 0.00753
hsa04630:Jak-STAT signaling pathway STAT1, AKT1, PIAS2 0.004991 0.04684
Module179 GO:0006974 ~ response to DNA damage stimulus RAD54L, FANCI, XAB2, BCCIP, BRCA1, XRCC1, EEPD1, UPF1, RAD51, TOP2A, FANCD2, RAD54B 3.39E-08 4.91E-07
REACT_216:DNA Repair FANCI, XAB2, BRCA1, XRCC1, POLR2K, RAD51, POLR2A, FANCD2 1.64E-07 1.25E-06
GO:0033554 ~ cellular response to stress FANCI, RAD54L, XAB2, EEPD1, BRCA1, XRCC1, TOP2A, RAD54B, DHX9, BCCIP, UPF1, RAD51, FANCD2 2.71E-07 3.92E-06
GO:0007049 ~ cell cycle FANCI, RAD54L, KIF15, BRCA1, CHTF18, RCC1, RAD54B, CIT, BCCIP, UPF1, TUBB, RAD51, FANCD2 7.43E-06 0.00011
Module180 GO:0010604 ~ positive regulation of macromolecule metabolic process NUP62 7.41E-05 0.0011
Module182 GO:0006303 ~ double-strand break repair via nonhomologous end joining PRKDC 1.88E-06 2.83E-05
GO:0045935 ~ positive regulation of nucleobase, nucleoside, nucleotide and nucleic acid metabolic process ILF2, RELA, NFKB1, PRKDC 0.000934 0.01395
GO:0002562 ~ somatic diversification of immune receptors via germline recombination within a single locus PRKDC 0.001732 0.02573
Module184 GO:0022402 ~ cell cycle process MLH1, MAP2K6 0.001302 0.01777
Module185 GO:0007243 ~ protein kinase cascade SRC, IKBKB, NFKBIA 0.001885 0.02759
Module186 REACT_1538:Cell Cycle Checkpoints MCM4, MCM3, MCM5, MCM7, MCM2 9.90E-23 7.84E-22
GO:0006260 ~ DNA replication MCM4, MCM3, MCM5, MCM7, MCM2 1.13E-21 1.51E-20
Module189 GO:0032268 ~ regulation of cellular protein metabolic process CBS 0.00036 0.00532
Module190 GO:0008380 ~ RNA splicing SFPQ 2.23E-06 3.19E-05
Module200 REACT_6185:HIV Infection NUP188, NUP205 0.000592 0.00484
Module206 hsa04350:TGF-beta signaling pathway SMURF2, SMAD6 0.001698 0.00872
Module241 GO:0006913 ~ nucleocytoplasmic transport NXT1, RAN 0.001111 0.01645
Module244 REACT_12472:Regulatory RNA pathways POLR2H, POLR2I, POLR2B, POLR2D, POLR2L 5.52E-10 3.65E-09
REACT_6143:Pausing and recovery of Tat-mediated HIV-1 elongation POLR2H, POLR2I, POLR2B, POLR2D, POLR2L 4.94E-09 3.27E-08
REACT_6167:Influenza Infection POLR2H, POLR2I, POLR2B, POLR2D, POLR2L 4.39E-06 2.91E-05
Module253 GO:0000398 ~ nuclear mRNA splicing, via spliceosome HNRNPM 0.003042 0.04485
Module267 hsa04920:Adipocytokine signaling pathway RXRB 8.48E-06 7.22E-05
Module280 GO:0006984 ~ ER-nuclear signaling pathway PAK1, EIF2AK3 0.001649 0.02486
Module303 hsa04144:Endocytosis VPS28 0.000182 0.00041

'Module’ refers to the module indices we gave. 'Term’ refers to the enriched GO terms (e.g. GO:0008283), KEGG pathways (e.g. hsa04630), and REACTOME pathways (e.g. REACT_6900). Certain genes in the modules are listed as 'Representative genes’. 'p-value’ and 'FDR’ shows the statistical significance of the results.