Table 2.
GO Categorya | GO Ontology | GO term | #genes | LS | KS | Gene list |
---|---|---|---|---|---|---|
0005975 | BP | carbohydrate metabolic process | 11 | 0.0805 | 0.0028 | DDIT4, ENO2, FUT11, GCLC, HK2, HMMR, PDGFB, PDK1, PFKFB4, PPP1R3C, SLC2A1 |
0007166 | BP | cell surface receptor signaling pathway | 46 | 0.0260 | 0.0020 | AAK1, BCL2L11, BMP6, CBLB, CITED2, CX3CL1, DDIT4, DDR1, DKK1, EBI3, ECT2, EDN1, EFNA1, EFNB2, EIF4B, EIF4EBP2, FOS, FST, GAREM, GPR56, GRB7, IL1B, IL7R, KCTD11, LIF, MERTK, OXTR, PDGFB, PIK3R1, PIK3R3, PLAT, PLEKHG2, PRDM1, PRKCA, PTCH1, SEMA4C, STAT5A, STC1, STC2, TGFB1I1, TGFB2, TICAM1, TLE1, TNFSF18, ULK1, VLDLR |
0022411 | BP | cellular component disassembly | 7 | 0.0042 | 0.8859 | BNIP3, DDIT4, DDR1, MMP1, MMP10, MMP3, TOP2A |
0048732 | BP | gland development | 11 | 0.0031 | 0.0022 | BCL2L11, CITED2, DDR1, ELF3, HK2, ID2, OXTR, PDGFB, PTCH1, STAT5A, TGFB2 |
0042592 | BP | homeostatic process | 26 | 0.0015 | 0.2886 | BCL2L11, BNIP3, CITED2, CTSK, EDN1, EGR2, GCLC, GCLM, GPR89A, HK2, HMOX1, ID2, IL1B, IL7R, MYLIP, OXTR, POLA1, PRKCA, PTCH1, SERPINA3, STAT5A, STC1, STC2, TFRC, TGFB2, TNFRSF11B |
0002376 | BP | immune system process | 47 | 0.0015 | 0.0284 | ANXA3, BCL2L11, BCL3, BMP6, BNIP3, CBLB, CCL22, CD70, CD83, CITED2, CLEC4E, CSF2, CTSK, CX3CL1, CXCL3, CXCL6, DDIT4, EBI3, EDN1, FOS, FST, GRB7, HMOX1, ID2, IL1B, IL32, IL7R, KIF23, LIF, MARCH8, MERTK, MMP1, PDGFB, PIK3R1, PIK3R3, PODXL, PRDM1, PRKCA, SELE, SERPINB9, STAT5A, TFRC, TGFB2, TICAM1, TNFSF18, ULBP3, ZC3HAV1 |
0006954 | BP | inflammatory response | 15 | 0.0131 | 0.0047 | BMP6, CCL22, CX3CL1, CXCL3, CXCL6, ELF3, FOS, HMOX1, IL1B, PRKCA, SELE, SERPINA3, STAT5A, TICAM1, TNFAIP6 |
0043066 | BP | negative regulation of apoptotic process | 20 | 0.0028 | 0.0677 | AGAP2, BCL3, BNIP3, CITED2, CSF2, CTH, CX3CL1, EDN1, GCLC, GCLM, HMOX1, IL1B, NR4A2, NUAK2, PIK3R1, PRKCA, SERPINB9, STAT5A, TLE1, TNFSF18 |
0007389 | BP | pattern specification process | 6 | 0.0137 | 0.0006 | CITED2, DKK1, EDN1, EGR2, FST, PTCH1 |
0010646 | BP | regulation of cell communication | 49 | 0.1744 | 0.0034 | AAK1, ACAP1, AGAP2, ANKRD1, ARHGEF26, BCL2L11, BCL3, BMP6, BNIP3, CBLB, CITED2, CSF2, CTH, DDIT4, DKK1, DUSP8, ECT2, EDN1, EFNA1, EGR2, FST, GAREM, GPR89A, HMOX1, IL1B, KCTD11, LIF, LMCD1, OXTR, PDGFB, PHLDA3, PLAT, PLEKHG2, PRDM1, PRKCA, PTCH1, RASD2, SEMA4C, SLC2A1, SPRY4, SYDE1, TGFB1I1, TGFB2, TICAM1, TLE1, TRAF1, TRIP6, ULK1, ZC3HAV1 |
0042127 | BP | regulation of cell proliferation | 23 | 0.0019 | 0.0322 | BMP6, BRCA1, CBLB, CSF2, DDR1, EBI3, EDN1, GAREM, HILPDA, HMOX1, ID2, IL1B, KCTD11, LIF, PDGFB, PRDM1, PRKCA, PTCH1, STAT5A, TGFB1I1, TGFB2, TICAM1, TNFSF18 |
0045619 | BP | regulation of lymphocyte differentiation | 5 | 0.0009 | 0.0034 | CD83, ID2, IL7R, PRDM1, STAT5A |
0051246 | BP | regulation of protein metabolic process | 38 | 0.0567 | 0.0032 | AGAP2, BCL3, BMP6, BRCA1, BUB1B, CBLB, CSF2, DDIT4, DKK1, DUSP8, EBI3, ECT2, EDN1, EFNA1, EIF4B, EIF4EBP2, GCLC, GRB7, HMOX1, IL1B, KRT17, LIF, LPIN1, MYLIP, PDGFB, PLAT, PRKCA, RASD2, SAMD4A, SERPINA3, SERPINB9, SERPINH1, SERPINI1, SPRY4, STAT5A, TGFB2, TICAM1, VLDLR |
0051090 | BP | regulation of sequence-specific DNA binding transcription factor activity | 10 | 0.0020 | 0.0058 | ANXA3, CTH, FOS, HMOX1, ID2, IL1B, PTCH1, TICAM1, TNFSF18, TRAF1 |
0006357 | BP | regulation of transcription from RNA polymerase II promoter | 30 | 0.0035 | 0.6000 | ANKRD1, BCL3, BMP6, BRCA1, CITED2, DKK1, EDN1, EFNA1, EGR2, ELF3, ERF, FOS, FST, HMOX1, ID2, IL1B, LIF, LMCD1, LPIN1, MEF2D, NR4A2, PER1, PIK3R1, POLA1, PRDM1, PTCH1, RRM2, STAT5A, TOP2A, VLDLR |
0036293 | BP | response to decreased oxygen levels | 14 | 0.0024 | 0.0002 | ANKRD1, BNIP3, CITED2, DDIT4, EDN1, HMOX1, NR4A2, OXTR, PDGFB, PDK1, PLAT, STC1, STC2, TGFB2 |
0009605 | BP | response to external stimulus | 32 | 0.0001 | 0.0071 | AGAP2, ANKRD1, BNIP3, CCL22, CITED2, CX3CL1, CXCL3, CXCL6, CYP24A1, EDN1, EFNB2, EGR2, ELOVL4, FOS, HMOX1, ID2, IL1B, NR4A2, NUAK2, PDGFB, PER1, PLAT, PRKCA, RND1, SELE, SLC2A1, STAT5A, STC1, STC2, TGFB2, TNFRSF11B, ULK1 |
0010033 | BP | response to organic substance | 48 | <0.0001 | 0.0168 | ANKRD1, BMP6, BRCA1, CD83, CITED2, CSF2, CTH, CX3CL1, CYP24A1, DKK1, DNAJB1, EBI3, EDN1, EGR2, EIF4B, EIF4EBP2, FOS, GAREM, GCLC, HCAR1, HMOX1, IDI1, IL1B, IL7R, LOX, LPIN1, MMP3, NR4A2, OXTR, PDGFB, PIK3R1, PIK3R3, PLAT, PRDM1, PRKCA, PTCH1, SELE, SERPINB9, SERPINH1, STAT5A, STC1, STC2, TGFB1I1, TGFB2, TICAM1, TNFRSF11B, TNFSF18, ZC3HAV1 |
0048511 | BP | rhythmic process | 6 | 0.0033 | 0.0194 | EGR2, ID2, OXTR, PER1, STAT5A, TGFB2 |
0046903 | BP | secretion | 20 | 0.0238 | 0.0008 | ANKRD1, ANXA3, BMP6, CLEC4E, DDR1, EDN1, FST, HK2, HMOX1, IL1B, LIF, MERTK, OXTR, PDGFB, PRKCA, SLC2A1, SRGN, STAT5A, TGFB2, VAMP1 |
0005125 | MF | cytokine activity | 15 | 0.0061 | 0.0047 | BMP6, CCL22, CD70, CSF2, CX3CL1, CXCL3, CXCL6, EBI3, EDN1, IL1B, IL32, LIF, TGFB2, TNFRSF11B, TNFSF18 |
0004175 | MF | endopeptidase activity | 6 | 0.0004 | 0.1037 | CTSK, MMP1, MMP10, MMP3, PLAT, PRSS22 |
0001071 | MF | nucleic acid binding transcription factor activity | 11 | 0.0006 | 0.0382 | BCL3, CEBPD, CITED2, EGR2, ELF3, ERF, FOS, MEF2D, NR4A2, PRDM1, STAT5A |
0000988 | MF | protein binding transcription factor activity | 11 | 0.0990 | 0.0032 | ANKRD1, BRCA1, CITED2, ELF3, ERF, LIF, LMCD1, LPIN1, PER1, TGFB1I1, TLE1 |
0019904 | MF | protein domain specific binding | 5 | 0.0031 | 0.0167 | ACAP1, CITED2, EGR2, IL1B, KHDRBS3 |
0001067 | MF | regulatory region nucleic acid binding | 6 | 0.0040 | 0.0378 | BRCA1, EGR2, FOS, MEF2D, PER1, STAT5A |
0031012 | CC | extracellular matrix | 9 | 0.0034 | 0.0040 | LAMB3, LMCD1, LOX, MMP1, MMP10, MMP3, TGFB1I1, TGFB2, TNFRSF11B |
0005615 | CC | extracellular space | 31 | 0.0003 | <0.0001 | BMP6, CCL22, CD70, CSF2, CTSK, CX3CL1, CXCL3, CXCL6, DKK1, EBI3, EDN1, HILPDA, HMOX1, IGFL1, IL1B, IL32, LIF, LMCD1, LOX, MERTK, MMP10, MMP3, PLAT, SELE, SERPINB9, SRGN, STC1, TGFB2, TNFRSF11B, TNFSF18, VLDLR |
KEGG Pathwayb | Pathway description | #genes | LS | KS | Gene list |
---|---|---|---|---|---|
hsa04060 | Cytokine-cytokine receptor interaction | 13 | 0.0287 | 0.0095 | CCL22, CD70, CSF2, CX3CL1, CXCL3, CXCL6, IL1B, IL7R, LIF, PDGFB, TGFB2, TNFRSF11B, TNFSF18 |
Broad MSigDB Curated Gene Setc | #genes | LS | KS | Gene list |
---|---|---|---|---|
HINATA_NFKB_TARGETS_KERATINOCYTE_UP | 13 | 0.0004 | 0.0095 | CD83, CSF2, CXCL3, CXCL6, EFNA1, IL1B, IL32, IL7R, MMP1, PLAT, STAT5A, TNFAIP6, TRAF1 |
HINATA_NFKB_TARGETS_FIBROBLAST_UP | 6 | 0.0027 | 0.1123 | CD83, CXCL3, CXCL6, IL1B, MMP1, SELE |
SCHOEN_NFKB_SIGNALING | 5 | 0.0192 | 0.0036 | CSF2, EDN1, IL1B, NUAK2, SERPINA3 |
ELVIDGE_HYPOXIA_UP | 19 | 0.0017 | 0.0010 | AK4, BNIP3, CITED2, DDIT4, DDR1, ELF3, ENO2, FOS, HK2, LOX, P4HA1, PDGFB, PDK1, PRKCA, SAMD4A, SLC2A1, STC1, STC2, VLDLR |
ELVIDGE_HIF1A_AND_HIF2A_TARGETS_DN | 14 | 0.0036 | 0.0001 | AK4, BNIP3, CITED2, ENO2, FOS, HK2, LOX, P4HA1, PDGFB, PDK1, SAMD4A, SLC2A1, STC1, VLDLR |
ELVIDGE_HYPOXIA_BY_DMOG_UP | 17 | 0.0038 | 0.0023 | AK4, BNIP3, CITED2, DDIT4, ELF3, ENO2, FOS, HK2, LOX, P4HA1, PDK1, PRKCA, SAMD4A, SLC2A1, STC1, STC2, VLDLR |
ELVIDGE_HIF1A_TARGETS_DN | 13 | 0.0114 | 0.0002 | AK4, BNIP3, CITED2, ENO2, FOS, HK2, LOX, P4HA1, PDGFB, PDK1, SLC2A1, STC1, VLDLR |
WINTER_HYPOXIA_METAGENE | 18 | 0.0022 | 0.0376 | BNIP3, CITED2, DDIT4, EDN1, EFNA1, ELF3, FOS, HK2, HMOX1, ID2, LOX, P4HA1, PDGFB, PFKFB4, SLC2A1, SLC6A8, STC2, TFRC |
PID_HIF1_TFPATHWAY | 9 | 0.0022 | 0.2078 | BNIP3, CITED2, EDN1, FOS, HK2, HMOX1, ID2, SLC2A1, TFRC |
MENSE_HYPOXIA_UP | 10 | 0.0028 | 0.0004 | BNIP3, CEBPD, ENO2, HK2, LOX, P4HA1, PDK1, PFKFB4, PPP1R3C, STC2 |
LEONARD_HYPOXIA | 11 | 0.0061 | 0.0007 | AK4, BNIP3, DDIT4, EFNA1, HK2, P4HA1, PDGFB, PFKFB4, PPP1R3C, SLC2A1, STC2 |
JIANG_HYPOXIA_NORMAL | 15 | 0.0134 | 0.0009 | AK4, BNIP3, CITED2, CNNM4, EIF4B, ENO2, HMOX1, KHDRBS3, LOX, P4HA1, PFKFB4, PPP1R3C, RIPK4, SLC2A1, STC2 |
KRIEG_HYPOXIA_VIA_KDM3A | 5 | 0.0182 | 0.0026 | C15orf48, CLEC4E, EDN1, HMOX1, LAMB3 |
FARDIN_HYPOXIA_11 | 6 | 0.0200 | 0.0029 | AK4, BNIP3, DDIT4, FUT11, PDK1, PFKFB4 |
NAGASHIMA_EGF_SIGNALING_UP | 8 | 0.0008 | 0.0007 | AREG, DNAJB1, EDN1, EGR2, FOS, LIF, NR4A2, TNFRSF11B |
ZHANG_RESPONSE_TO_IKK_INHIBITOR_AND_TNF_UP | 22 | 0.0021 | 0.0070 | BCL3, C15orf48, CD83, CXCL3, DDIT4, EDN1, EFNA1, GCLC, IGFL1, IL1B, IL32, IL7R, LAMB3, LIF, MMP10, NAV3, NINJ1, SAMD4A, SEMA4C, SERPINB9, TNFAIP6, TRAF1 |
BASSO_CD40_SIGNALING_UP | 8 | 0.00498 | 0.0093 | CCL22, CD83, DDIT4, IL1B, PTP4A3, SRGN, STAT5A, TRAF1 |
WIERENGA_STAT5A_TARGETS_GROUP2 | 5 | 0.0163 | 0.0036 | CCL22, CD83, CSF2, IL7R, TRAF1 |
GO ontology: BP=biological process, MF=molecular function, and CC=cellular component.
GO (Gene Ontology) categories,
KEGG (Kyoto Encyclopedia of Genes and Genomes) pathways, and
MsigDB (Broad Institute Molecular Signature Database) curated gene sets found to be significant at the 0.005 significance level of either the LS or KS permutation tests. For each Gene Set, the table lists the unique identifier, the number of genes differentially modulated, the Fisher (LS) and Kolmogorov–Smirnov (KS) permutation P-values (P-values <0.005 are in bold), and the list of modulated genes.