Table 2 Upstream Activated Molecular Pathways.

From: Integrated molecular analysis reveals complex interactions between genomic and epigenomic alterations in esophageal adenocarcinomas

Upstream Regulator

P value of overlap

Target molecules in dataset

Transcription Factor

CEBPB

8.55E-07

ALDH1A1, CFTR, COL10A1, COL1A2, COL5A2, CXCL8, DAB2, DHRS1, LYN, MGP, MMP1, MMP10, MMP3, NDRG4, NFATC2, PCK1, PPARG, PTGS2, SEMA3E, SGK1, SIM2, SPP1, TNFAIP6, VLDLR

CTNNB1

4.81E-05

ALDH1A1, ALDH3A2, BMP2, COL4A1, COL4A2, CXCL8, GHR, HSD17B2, ITGB7, MME, MMP1, MMP3, MMP7, NDRG2, NOTCH3, PTGS2, RAI14, SDC2, SEMA3C, SGK1, SIM2, SLC6A1, SPP1, TCF7L2, TNFRSF11B, TNIK, TSPAN8, VCAM1, WNT4

CEBPA

6.32E-05

ADH6, CCL20, COL10A1, COL1A2, CXCL8, EVPL, GATA6, GRHL3, NFATC2, OLR1, OVOL1, PCK1, PGD, PPARG, PPL, PTGS2, SEMA3E, SPP1, TIAM1, TNFAIP6, VLDLR

MYB

2.81E-04

ATP2B1, COL1A2, FUT8, MMP1, MMP3, NMU, PTGS2, SPP1

PPRC1

1.70E-03

CCL20, CXCL8, LAMB3, PTGS2, SPINK1

HMGB1

3.08E-03

CCL20, CXCL8, MMP1, MMP3, PTGS2, VCAM1

SOX7

7.91E-03

EVPL, GRHL3, OVOL1, PPL

TWIST1

8.21E-03

ALDH1A1, CXCL8, ETS1, FGFR3, MME, MMP1, PXDN, SPP1

PAX1

1.18E-02

EVPL, GRHL3, OVOL1, PPL

GATA6

2.13E-02

DAB2, EVPL, GRHL3, LTBP1, OVOL1, PPL, SEMA3C

GATA3

7.64E-02

ETS1, EVPL, FOXE1, GRHL3, OVOL1, PPARG, PPL

ETS1

2.12E-01

COL1A2, ETS1, MMP1, MMP3, MMP7, SPP1

Growth Factor

TGFB1

1.40E-12

ABLIM3, ACVR1, ADAMTS12, AHNAK, ALDH3A2, ALOX12, ANXA8/ANXA8L1, AQP9, ASPN, BMP2, BUB1, CALB2, CCL20, CELSR2, CNN3, COL12A1, COL1A2, COL3A1, COL4A1, COL4A2, COL6A3, CXCL8, DAB2, DACH1, DLX5, DSP, ESPL1, ESRP2, ETS1, FAP, FNDC3B, FUT8, GGT6, GPR158, HLTF, INHBA, ITGA11, ITGAV, ITGB7, KCNJ3, KDELR3, LAMB3, LIFR, LTBP1, MGP, MMP1, MMP10, MMP12, MMP3, MMP7, NDRG4, NDST1, NFATC2, NOTCH3, OLR1, OVOL1, PLCB1, PMEPA1, PMM1, POSTN, PPARG, PTGS2, PTPRK, RAD51AP1, RARG, SGK1, SHMT1, SPP1, TNFAIP6, TNFRSF11B, TXNRD1, VAT1, VCAM1, WNT4, WNT5A

TGFB3

6.55E-07

ASPN, CDH6, COL1A2, COL3A1, ETS1, ITGAV, MGP, MICAL2, MMP1, MMP10, MMP3, TNFRSF11B

AGT

1.29E-06

ALOX12, ATP2B1, COL1A2, COL3A1, COL4A1, CXCL8, DAB2, ETS1, GATA6, ITGAV, ITGB7, MAPT, NOTCH3, OLR1, PDE3A, POSTN, PPARG, PTGS2, SGK1, SLC10A6, SPP1, STC1, TFPI, VCAM1, WNK4

HGF

3.75E-06

BMP2, BUB1, COL1A2, COL3A1, COL4A1, CXCL8, EMP2, ETS1, FNDC3A, GRB10, HK1, INHBA, LY75, MMP1, PRKAA1, PTGS2, PTPRR, SGK1, SLC9A3R1, SPP1, STC1, TMEM97, TNFAIP6, TRIP10, TRIP13, VCAM1

BTC

6.01E-05

CCL20, CXCL8, PTGS2, TNFAIP6

ANGPT2

8.37E-05

COL1A2, COL3A1, ETS1, GATA6, LYN, MMP1, MMP7, OLR1, POSTN, PTGS2, TLR3, TNIK, VCAM1

JAG1

1.79E-04

ITGAV, PTPRK, RNF128, SPP1, WNT4

VEGFA

3.91E-04

ACADM, CSTB, CXCL8, ETS1, ETV5, GRB10, HK1, MMP1, MMP12, PTGS2, STC1, TSPO, VCAM1

EGF

1.25E-03

ALOX12, AQP3, CCL20, COL1A2, COL3A1, CXCL8, DPP4, ETS1, FUT3, INHBA, MMP1, MMP10, MMP12, MMP3, PDE3A, PER1, PPARG, PTGS2, SPP1, VCAM1

Kinase

ERBB2

1.14E-08

AHNAK, ANG, BNIP3, BUB1, C4BPB, CCL20, COL3A1, COL4A1, COL5A2, COL6A3, CXCL8, DAP, EPSTI1, ESPL1, ETV5, FAM134B, GHR, HEPH, LPCAT1, LUM, MME, MMP1, MMP10, MMP12, MMP3, MMP7, NDRG4, NDST1, NOTCH3, PMEPA1, PPARG, PTGS2, PTPRK, RAD51AP1, TFAP2C, WNT5A

FGFR2

1.57E-05

COL4A1, COL4A2, DAB2, GATA6, GPT2, GRB10, NOSTRIN, SPINK1, SPP1, TSPAN8, VCAM1

RET

5.93E-05

CCL20, COL1A2, CXCL8, HSPH1, MMP1, MMP10, MMP3, MMP7, PTPN13, STC1

CHUK

1.63E-04

BMP2, CXCL8, GM2A, LIFR, MGP, MMP3, OVOL1, PTGS2, SEMA3C, SGK1, SPP1, TNFRSF11B, VCAM1

PIK3R1

1.59E-03

COL1A2, CXCL8, PCK1, PPARG, PTGS2, VCAM1

MAP3K1

3.82E-03

COL3A1, COL4A1, CXCL8, MMP3, PTGS2

MAPK8

2.68E-02

CXCL8, ETS1, MMP1, MMP3, PTGS2, WNT4, WNT5A

MAPK1

1.13E-01

CPPED1, CXCL8, DAB2, ITGAV, LAMA4, MMP1, PTGS2, PTPRK, SPP1, TLR3

Cytokine

OSM

7.79E-10

AQP9, C4BPA, CALB2, CASK, CCL20, CDA, CLIP1, COL3A1, CXCL8, DHCR24, EPHA1, EVPL, FMO5, LIFR, MGLL, MMP1, MMP10, MMP3, NOTCH3, PPARG, RARG, SCNN1B, SLC7A8, SULT2B1, TDO2, TECR, TLR3, TNFRSF11B, TYRO3, UBE2G1, UPK1A, USP46, VCAM1, WNT5A

IL1A

1.79E-07

ALDH1A1, ALDH3A2, CCL20, CXCL8, DPP4, INHBA, ITGAV, MMP1, MMP10, MMP12, MMP3, PPARG, PTGS2, SPP1, TICAM1, TNFRSF11B, VCAM1, WNT5A

TNF

1.51E-06

ACADM, ALOX15B, AQP3, AQP9, ATP2B1, BCKDHA, BMP2, CCL20, CFTR, COL1A2, COL3A1, CXCL8, DMBT1, DPP4, DSC3, EMP2, ETS1, FOXE1, FUT3, GHR, GM2A, INHBA, ITGAV, ITGB7, LAMA4, LAMB3, LIFR, LYN, MGP, MMP1, MMP10, MMP12, MMP3, MMP7, NFATC2, OLR1, PCK1, POSTN, PPARG, PTGS2, SCNN1B, SCNN1G, SCUBE2, SDC2, SEMA3C, SGK1, SLC7A8, SPP1, SYTL1, TFAP2C, TFPI, TICAM1, TLR3, TNFAIP6, TNFRSF11B, TXNRD1, VCAM1, WNT5A

IL1B

2.19E-05

ALDH7A1, BMP2, CCL20, CFTR, COL10A1, CXCL8, DAB2, DPP4, FGFR3, GHR, GM2A, INHBA, ITGAV, LAMB3, LIFR, MAPT, MMP1, MMP10, MMP12, MMP3, MMP7, OLR1, PLXDC2, POSTN, PPARG, PTGS2, SCNN1B, SCNN1G, SCUBE2, SPP1, SULT1E1, TLR3, TNFAIP6, TNFRSF11B, VCAM1

TNFSF11

3.33E-05

AQP9, CLOCK, CXCL8, DAB2, ECT2, ETS1, GRB10, ITGAV, MMP1, NFATC2, PAG1, PTGS2, SPP1, TNFRSF11B, TSPAN5, VCAM1

IL17F

1.79E-04

CCL20, CXCL8, MMP1, MMP3, PTGS2

IL6

1.13E-03

ACVR1, AHNAK, ANG, BMP2, BUB1, CCL20, COL3A1, CXCL8, DLX5, ITGAV, LIFR, MMP1, MMP10, MMP12, MMP3, MMP7, PPARG, PTGS2, REG1A, SGK1, SPP1, TLR3, TNFRSF11B, VCAM1, VLDLR, WNT5A

TNFSF12

1.92E-03

CXCL8, MMP1, MMP10, MMP12, MMP3, NOTCH3, VCAM1

EDN1

4.46E-03

COL1A2, COL4A1, CXCL8, ITGAV, MMP1, MMP3, MMP7, OLR1, PTGS2, VCAM1

IL18

5.00E-03

CCL20, CXCL8, MMP1, MMP3, PTGS2, SPP1, TNFRSF11B, VCAM1

MIF

1.14E-02

CXCL8, MMP1, MMP3, PTGS2, VCAM1

CSF2

1.37E-02

BUB1, CXCL8, F2RL2, HSPH1, INHBA, LY75, MME, MMP1, NDST1, NFATC2, PPARG, PTGS2, SGK1, SPP1, TICAM1, TRIP13

IL17A

3.53E-02

CCL20, CXCL8, MMP1, MMP3, PTGS2, TLR3, TNFRSF11B, VCAM1

Enzyme

CD44

4.52E-05

COL3A1, COL5A2, ITGAV, KREMEN1, LTBP1, MMP12, MMP3, MMP7, PMEPA1, SPP1, TIAM1, VCAM1, WNT5A

PTGS2

9.84E-04

ANG, CXCL8, DLX5, ITGAV, MMP1, MMP7, NEB, PTGS2, STC1, TNFAIP6

FN1

1.71E-02

CXCL8, DHCR24, HK1, ITGAV, MGP, MMP1, MMP3, RRAGD, SPP1