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Table 3 Pathway enrichment results by using Metacore tool

From: Multi-omics data integration reveals novel drug targets in hepatocellular carcinoma

#

Networks

Total

p-value

FDR

In Data

Gene names

1

Cell cycle_G1-S Growth factor regulation

195

3.776E-15

2.760E-13

21

AKT3, GRB2, NF-kB, VEGF-A, EGFR, STAT3, c-Myc, Cyclin D, GSK3 alpha/beta, N-Ras, AKT(PKB), NF-kB p50/p50, AKT2, c-Raf-1, GSK3 beta, IRS-1, IGF-1 receptor, AKT1, Cyclin D1, NF-kB1 (p50), SMAD4

2

Cell cycle_G1-S Interleukin regulation

128

3.972E-15

2.760E-13

18

AKT3, GRB2, NF-kB, STAT3, c-Myc, Cyclin D, GSK3 alpha/beta, N-Ras, AKT(PKB), NF-kB p50/p50, AKT2, c-Raf-1, GSK3 beta, Elk-1, IRS-1, AKT1, Cyclin D1, NF-kB1 (p50)

3

Development_Hemopoiesis, Erythropoietin pathway

136

1.868E-13

8.656E-12

17

GRB2, SHIP, NF-kB, STAT3, c-Kit, c-Myc, Cyclin D, N-Ras, AKT(PKB), Bim, NF-kB p50/p50, c-Raf-1, K-RAS, FOXO3A, Elk-1, AKT1, Cyclin D1

4

Signal transduction_NOTCH signaling

235

1.677E-11

5.215E-10

19

GRB2, NF-kB, VEGF-A, NF-kB1 (p105), EGFR, STAT3, c-Myc, AKT(PKB), AKT2, c-Raf-1, Skp2/TrCP/FBXW, GSK3 beta, Cyclin D1, PTEN, mTOR, NF-kB1 (p50), SMAD4, FBXW7, HIF1A

5

Signal Transduction_TGF-beta, GDF and Activin signaling

154

1.876E-11

5.215E-10

16

SIP1 (ZFHX1B), GRB2, NF-kB, EGFR, RUNX2, c-Kit, c-Myc, AKT(PKB), c-Raf-1, IRS-1, IGF-1 receptor, Cyclin D1, mTOR, SMAD4, HIF1A, CREB1

6

Signal transduction_ERBB-family signaling

75

4.616E-11

1.069E-09

12

GRB2, NF-kB, EGFR, STAT3, c-Myc, N-Ras, AKT(PKB), c-Raf-1, K-RAS, Elk-1, IRS-1, PTEN

7

Development_EMT_Regulation of epithelial-to-mesenchymal transition

224

6.898E-11

1.254E-09

18

SIP1 (ZFHX1B), GRB2, EGFR, TCF8, STAT3, EGR1, ROCK1, AKT(PKB), c-Raf-1, GSK3 beta, Elk-1, TNF-alpha, CTGF, PTEN, mTOR, SMAD4, HIF1A, CREB1

8

Inflammation_IL-6 signaling

119

7.216E-11

1.254E-09

14

AKT3, GRB2, NF-kB, STAT3, c-Myc, AKT(PKB), NF-kB p50/p50, AKT2, c-Raf-1, 14-3-3 zeta/delta, Elk-1, AKT1, NF-kB1 (p50), 14-3-3

9

Signal transduction_Leptin signaling

107

2.434E-10

3.760E-09

13

GRB2, NF-kB, VEGF-A, STAT3, EGR1, GSK3 alpha/beta, AKT(PKB), AKT2, c-Raf-1, IRS-1, AMPK alpha subunit, HIF1A, CREB1

10

Cardiac development_Role of NADPH oxidase and ROS

134

3.626E-10

4.742E-09

14

GRB2, HDAC5, MEF2C, NF-kB, GSK3 alpha/beta, AKT(PKB), TBX3, c-Raf-1, GSK3 beta, SMAD5, Hamartin, PTEN, SMAD4, HIF1A

11

Reproduction_FSH-beta signaling pathway

160

3.752E-10

4.742E-09

15

NF-kB, VEGF-A, EGFR, EGR1, c-Myc, Cyclin D, AKT(PKB), c-Raf-1, IRS-1, IGF-1 receptor, CTGF, mTOR, SMAD4, HIF1A, CREB1

12

Signal transduction_Androgen receptor signaling cross-talk

72

5.284E-10

6.120E-09

11

GRB2, NF-kB, EGFR, STAT3, AKT(PKB), c-Raf-1, FOXO3A, GSK3 beta, IGF-1 receptor, mTOR, CREB1

13

Inflammation_Amphoterin signaling

118

8.432E-10

9.015E-09

13

ROCK, AKT3, NF-kB, NF-kB1 (p105), ROCK1, AKT(PKB), NF-kB p50/p50, AKT2, c-Raf-1, Elk-1, AKT1, TNF-alpha, NF-kB1 (p50)

14

Signal transduction_ESR1-membrane pathway

91

6.908E-09

6.859E-08

11

GRB2, EGFR, GSK3 alpha/beta, AKT(PKB), c-Raf-1, GSK3 beta, Elk-1, IRS-1, IGF-1 receptor, Cyclin D1, CREB1

15

Inflammation_TREM1 signaling

145

1.087E-08

1.007E-07

13

AKT3, GRB2, MEF2C, NF-kB, EGR1, AKT(PKB), AKT2, c-Raf-1, 14-3-3 zeta/delta, Elk-1, AKT1, TNF-alpha, 14-3-3

16

Translation_Regulation of initiation

127

2.325E-08

1.968E-07

12

AKT3, GRB2, EGFR, GSK3 alpha/beta, AKT(PKB), AKT2, c-Raf-1, GSK3 beta, IRS-1, Hamartin, AKT1, mTOR

17

Signal transduction_ESR1-nuclear pathway

216

2.407E-08

1.968E-07

15

GRB2, VEGF-A, NF-kB1 (p105), EGFR, c-Myc, AKT(PKB), AKT2, c-Raf-1, GSK3 beta, IRS-1, HDAC4, IGF-1 receptor, Cyclin D1, NF-kB1 (p50), SMAD4

18

Development_Hedgehog signaling

253

2.929E-08

2.262E-07

16

GRB2, VEGF-A, TCF8, EGR1, c-Myc, Sirtuin1, ROCK1, c-Raf-1, Skp2/TrCP/FBXW, GSK3 beta, SMAD5, AKT1, Cyclin D1, SMAD4, FBXW7, CREB1

19

Development_Regulation of angiogenesis

222

3.480E-08

2.546E-07

15

GRB2, NF-kB, VEGF-A, EGFR, TCF8, STAT3, c-Myc, AKT(PKB), c-Raf-1, CTGF, SMAD4, HIF1A, IGFBP7/8, CREB1, VEGFR-1

20

Immune response_BCR pathway

137

5.467E-08

3.800E-07

12

GRB2, SHIP, NF-kB, EGR1, GSK3 alpha/beta, AKT(PKB), NF-kB p50/p50, c-Raf-1, Elk-1, PTEN, mTOR, NF-kB1 (p50)

21

Signal transduction_Nitric oxide signaling

88

6.433E-08

4.258E-07

10

NF-kB, VEGF-A, AKT(PKB), NF-kB p50/p50, c-Raf-1, Elk-1, IRS-1, CaMK II alpha, TNF-alpha, CREB1

22

Inflammation_IL-13 signaling pathway

91

8.902E-08

5.624E-07

10

GRB2, STAT3, ARG1, c-Myc, AKT(PKB), c-Raf-1, Elk-1, IRS-1, NF-kB1 (p50), CREB1

23

Immune response_TCR signaling

174

9.726E-08

5.669E-07

13

ROCK, GRB2, NF-kB, NF-kB1 (p105), ROCK1, AKT(PKB), Bim, NF-kB p50/p50, c-Raf-1, Elk-1, AKT1, TNF-alpha, NF-kB1 (p50)

24

Cell cycle_G2-M

206

9.789E-08

5.669E-07

14

AKT3, GRB2, EGFR, c-Myc, AKT(PKB), AKT2, DNMT1, c-Raf-1, Skp2/TrCP/FBXW, 14-3-3 zeta/delta, HDAC4, IGF-1 receptor, AKT1, 14-3-3

25

Cardiac development_FGF_ErbB signaling

124

1.804E-07

1.003E-06

11

GRB2, MEF2C, EGFR, FOG2, Neurofibromin, AKT(PKB), TBX3, c-Raf-1, GSK3 beta, Versican, Hamartin

26

Inflammation_IL-10 anti-inflammatory response

87

6.923E-07

3.701E-06

9

NF-kB, STAT3, c-Myc, Cyclin D, AKT(PKB), NF-kB p50/p50, Cyclin D1, TNF-alpha, NF-kB1 (p50)

27

Inflammation_IL-4 signaling

115

8.212E-07

4.228E-06

10

GRB2, SHIP, NF-kB, AKT(PKB), Bim, c-Raf-1, GSK3 beta, Elk-1, IRS-1, PTEN

28

Signal Transduction_BMP and GDF signaling

91

1.018E-06

5.054E-06

9

RUNX2, c-Myc, AKT(PKB), YY1, AKT2, SMAD5, AKT1, SMAD4, CREB1

29

Apoptosis_Anti-Apoptosis mediated by external signals via PI3K/AKT

233

2.791E-06

1.338E-05

13

GRB2, NF-kB, VEGF-A, EGFR, AKT(PKB), Bim, NF-kB p50/p50, FOXO3A, IRS-1, IGF-1 receptor, TNF-alpha, NF-kB1 (p50), VEGFR-1

30

Inflammation_IL-2 signaling

104

3.152E-06

1.461E-05

9

GRB2, NF-kB, STAT3, AKT(PKB), NF-kB p50/p50, c-Raf-1, Elk-1, PTEN, NF-kB1 (p50)

31

Proliferation_Positive regulation cell proliferation

221

9.263E-06

4.154E-05

12

GRB2, VEGF-A, EGFR, STAT3, c-Kit, c-Myc, AKT(PKB), c-Raf-1, GSK3 beta, IGF-1 receptor, Cyclin D1, VEGFR-1

32

Cardiac development_Wnt_beta-catenin, Notch, VEGF, IP3 and integrin signaling

151

9.785E-06

4.250E-05

10

MEF2C, VEGF-A, GSK3 alpha/beta, TBX3, c-Raf-1, GSK3 beta, Versican, MEF2, PTEN, VEGFR-1

33

Development_Blood vessel morphogenesis

228

1.272E-05

5.358E-05

12

GRB2, NF-kB, VEGF-A, EGFR, STAT3, c-Myc, AKT(PKB), c-Raf-1, CTGF, HIF1A, IGFBP7/8, VEGFR-1

34

Reproduction_Feeding and Neurohormone signaling

210

3.159E-05

1.292E-04

11

NF-kB, STAT3, c-Kit, c-Myc, AKT(PKB), c-Raf-1, Elk-1, TNF-alpha, mTOR, HIF1A, CREB1

35

Proliferation_Negative regulation of cell proliferation

184

5.446E-05

2.163E-04

10

GRB2, KLF4, EGR1, Neurofibromin, c-Myc, Mxi1, c-Raf-1, Elk-1, IGF-1 receptor, Cyclin D1

36

Immune response_IL-5 signalling

38

7.474E-05

2.886E-04

5

GRB2, STAT3, c-Myc, AKT(PKB), c-Raf-1

37

Muscle contraction_Nitric oxide signaling in the cardiovascular system

124

9.686E-05

3.639E-04

8

MEF2C, VEGF-A, Sirtuin1, AKT(PKB), AMPK alpha 1 subunit, Elk-1, HIF1A, CREB1

38

Apoptosis_Anti-Apoptosis mediated by external signals by Estrogen

95

1.178E-04

4.309E-04

7

GRB2, c-Myc, AKT(PKB), c-Raf-1, Elk-1, NF-kB1 (p50), CREB1

39

Development_ERK5 in cell proliferation and neuronal survival

24

1.597E-04

5.691E-04

4

MEF2C, c-Myc, c-Raf-1, CREB1

40

Proliferation_Lymphocyte proliferation

210

1.643E-04

5.711E-04

10

AKT3, GRB2, NF-kB, STAT3, AKT(PKB), AKT2, c-Raf-1, AKT1, TNF-alpha, mTOR

41

Cell adhesion_Integrin-mediated cell-matrix adhesion

214

1.918E-04

6.280E-04

10

ROCK, GRB2, Caveolin-2, c-Myc, ROCK1, AKT(PKB), c-Raf-1, GSK3 beta, Hamartin, Cyclin D1

42

Reproduction_Progesterone signaling

214

1.918E-04

6.280E-04

10

GRB2, VEGF-A, EGFR, STAT3, c-Myc, c-Raf-1, GSK3 beta, IGF-1 receptor, AKT1, CREB1

43

Inflammation_IgE signaling

137

1.943E-04

6.280E-04

8

GRB2, NF-kB, AKT(PKB), NF-kB p50/p50, c-Raf-1, Elk-1, TNF-alpha, NF-kB1 (p50)

44

Inflammation_Neutrophil activation

215

1.992E-04

6.294E-04

10

ROCK, GRB2, NF-kB, STAT3, ROCK1, AKT(PKB), NF-kB p50/p50, c-Raf-1, TNF-alpha, NF-kB1 (p50)

45

Inflammation_MIF signaling

140

2.256E-04

6.967E-04

8

GRB2, NF-kB, Cyclin D, NF-kB p50/p50, Cyclin D1, TNF-alpha, NF-kB1 (p50), CREB1

46

Apoptosis_Anti-Apoptosis mediated by external signals via MAPK and JAK/STAT

179

2.375E-04

7.176E-04

9

GRB2, STAT3, EGR1, c-Myc, Bim, c-Raf-1, Elk-1, TNF-alpha, CREB1

47

Inflammation_Protein C signaling

108

2.628E-04

7.606E-04

7

ROCK, NF-kB, ROCK1, AKT(PKB), NF-kB p50/p50, TNF-alpha, NF-kB1 (p50)

48

Signal transduction_ESR2 pathway

77

2.727E-04

7.606E-04

6

GRB2, VEGF-A, EGFR, c-Raf-1, AKT1, TNF-alpha

49

Apoptosis_Apoptosis stimulation by external signals

144

2.736E-04

7.606E-04

8

GRB2, SHIP, NF-kB, AKT(PKB), Bim, c-Raf-1, TNF-alpha, SMAD4

50

Development_Skeletal muscle development

144

2.736E-04

7.606E-04

8

HDAC5, MEF2C, VEGF-A, Sirtuin, Histone deacetylase class II, Sirtuin1, HDAC4, MEF2

Info

      

General

     

Date

21/07/2018

     

Server

portal.genego.com

     

Version

6.35.69300

     

Workflow Settings

     

Type

Enrichment analysis

     

Signals

both

     

Active Data

     

Name

Type

Size

    

74_NetICS_mouse_data_hub_19_Jul_2018_genelist

General

74

    
  1. Shown are pathway enrichment results generated by using Metacore version 6.35.69300 at 21.07.2018. The final list of predicted genes from NetICS were used (Table 2). Pathways are ranked based on the adjusted FDR P-value (column E) and the number and names of the pathway genes that are present in the final list of 74 predicted genes is given (column F-G).