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Table 2 Statistics of survival time prediction of KIRC stage-specific protein biomarkers

From: Unique protein expression signatures of survival time in kidney renal clear cell carcinoma through a pan-cancer screening

Protein

Gene

All stages

Stage I

Stage II

Stage III

Stage IV

p*

FDR

beta

p*

FDR

beta

p*

FDR

beta

p*

FDR

beta

p*

FDR

beta

HSP70

HSPA1A

0.20

0.27

0.11

4.3 × 10 −4

0.05

0.59

0.72

0.97

0.11

0.62

0.79

−0.08

0.89

0.95

−0.02

Rad51

RAD51

3.0 × 10−7

4.0 × 10−6

1.25

8.9 × 10 −4

0.05

1.93

0.35

0.93

1.0

0.06

0.41

0.70

0.03

0.16

1.07

YAP_pS127

YAP1

3.8 × 10−5

2.8 × 10−4

0.67

0.24

0.61

0.48

7.5 × 10 −4

0.08

2.18

0.07

0.41

0.42

0.21

0.42

0.40

STAT5-alpha

STAT5A

0.18

0.26

−0.20

0.90

0.96

0.04

8.9 × 10 −4

0.08

−2.76

0.08

0.41

−0.40

0.19

0.39

−0.31

GAB2

GAB2

2.3 × 10−10

4.1 × 10−8

−0.67

6.9 × 10−3

0.12

−0.55

0.49

0.93

−0.31

4.5 × 10 −5

5.9 × 10−3

−0.78

0.06

0.22

−0.40

MIG-6

ERRFI1

4.2 × 10−10

4.1 × 10−8

−1.12

0.04

0.23

−0.67

0.59

0.93

−0.43

6.3 × 10 −5

5.9 × 10−3

−1.46

0.09

0.29

−0.55

MAPK_ pT202_Y204*

MAPK1, MAPK3

2.3 × 10−8

5.8 × 10−7

−0.53

0.57

0.80

−0.11

0.60

0.93

−0.20

3.0 × 10 −4

0.019

−0.65

0.05

0.20

−0.33

PEA-15

PEA15

2.6 × 10−8

5.8 × 10−7

1.41

0.45

0.74

−0.41

0.03

0.52

1.87

5.0 × 10 −4

0.023

1.59

2.2 × 10−3

0.037

1.38

TIGAR

C12ORF5

1.2 × 10−3

4.5 × 10−3

0.90

0.07

0.33

1.43

0.63

0.93

0.89

0.89

0.94

−0.06

1.3 × 10 −5

1.9 × 10−3

2.74

FASN

FASN

2.0 × 10−6

2.1 × 10−5

0.91

0.87

0.96

0.07

0.30

0.93

0.80

0.34

0.58

0.34

2.3 × 10 −5

1.9 × 10−3

1.29

AR

AR

9.5 × 10−10

5.9 × 10−8

−1.22

1.3 × 10−3

0.05

−1.34

0.92

0.99

−0.07

0.01

0.21

−0.92

3 × 10 −5

1.9 × 10−3

−1.19

S6

RPS6

3.7 × 10−4

1.7 × 10−3

0.70

0.75

0.89

0.12

0.86

0.97

0.14

0.66

0.81

−0.15

8.8 × 10 −5

4.1 × 10−3

1.38

ACC1

ACACA

9.1 × 10−9

2.8 × 10−7

0.88

5.1 × 10−3

0.10

1

0.86

0.97

−0.13

0.19

0.46

0.35

3.6 × 10 −4

0.01

0.86

Cyclin_B1

CCNB1

5.9 × 10−7

7.3 × 10−6

0.60

0.40

0.71

0.32

0.37

0.93

0.37

0.70

0.82

0.10

7.1 × 10 −4

0.02

0.63

GATA3

GATA3

0.02

0.04

0.54

0.51

0.79

0.32

0.49

0.93

0.59

0.17

0.45

0.52

7.4 × 10 −4

0.02

1.07

  1. *p-values were obtained using the log-rank test
  2. p-value in italic indicates the record was significant (nominal p < 0.001)