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Table 2 Predictive potential of SOCS1/SOCS3 and oncogenic signalling pathway in the Cox proportional hazard model

From: Prognostic significance of SOCS1 and SOCS3 tumor suppressors and oncogenic signaling pathway genes in hepatocellular carcinoma

Selected gene Combinations

Oncogenic signaling Pathway

Multivariate Cox model p-value

Univariate log-rank p-value

Survival probability

Number of subjects

HR [95% confidence intervals]

Low SOCS1

+ High CDK1

Cell cycle

0.0152

0.0153

Poor

17

2.56 [1.28–5.11]

Low SOCS1

+ High CXCL8

RTK signalling, angiogenesis

< 0.0001

< 0.0001

Poor

4

7.97 [2.85–22.25]

Low SOCS1

+ High IGF1Ra

RTK signalling, angiogenesis

0.0051

0.007

Poor

6

5.98 [2.09–17.13]

Low SOCS1

+ High CSF1

Proliferation

0.0042

0.0042

Poor

11

2.62 [1.19–5.78]

Low SOCS1

+ High DAB2

MAPK pathway

< 0.0001

< 0.0001

Poor

8

7.73 [3.45–17.35]

Low SOCS1

+ Low PIK3R1

PI3K-AKT pathway

0.0102

0.0102

Poor

9

3.52 [1.55–8.01]

Low SOCS1

+ High TSC1

PI3K-AKT pathway

0.0248

0.0274

Poor

24

2.84 [1.50–5.38]

Low SOCS1

+ High RAF1a

MAPK pathway

0.0046

0.0291

Better

28

0.281 [0.11–0.71]

Low SOCS1

+ High AKT1S1

PI3K-AKT pathway

0.0034

0.0187

Better

15

0.08 [0.02–0.36]

Low SOCS1

+ Low PIK3R2b

PI3K-AKT pathway

0.0192

0.0344

Better

28

0.224 [.08–0.65]

Low SOCS3a

+ High RBL1

Cell cycle

0.0053

0.0123

Poor

23

2.20 [1.20–4.03]

Low SOCS3a

+ High CXCL8

RTK signalling, angiogenesis

0.0017

0.0017

Poor

3

7.03 [1.70–28.99]

Low SOCS3a

+ High FGFR1a

Proliferation

0.0125

0.0173

Poor

4

4.15 [1.31–13.17]

Low SOCS3a

+ Low DLEC1a

Proliferation

0.0163

0.0324

Poor

22

2.01 [1.12–3.58]

Low SOCS3a

+ High DAB2

MAPK pathway

0.0023

0.0023

Poor

10

3.42 [1.49–7.84]

Low SOCS3a

+ High PIK3R1b

PI3K-AKT pathway

0.0232

0.0232

Better

27

0.21 [0.07–0.6]

  1. All possible combinations of SOCS1 or SOCS3 with all query genes were analysed in the Cox proportional hazards model as described in materials and methods. High or low expression of individual genes have poor prognosis in univariate analysis unless indicated otherwise: aNo prognostic value; bGood prognosis. Genes in bold face show synergy with both low SOCS1 and low SOCS3