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Table 1 The top-ten prognostic genes ranked by random-forest-based importance

From: Systematic analysis of gene expression profiles reveals prognostic stratification and underlying mechanisms for muscle-invasive bladder cancer

Gene symbol

coef

exp(coef)

se(coef)

Z-score

Pr(> |Z|)

KLK6

0.67

1.96

0.21

3.12

1.80E−03

RGMA

0.64

1.89

0.21

2.97

3.00E−03

TNS1

0.63

1.87

0.22

2.90

3.69E–03

P4HA3

0.54

1.72

0.21

2.55

1.07E–02

UACA

0.50

1.65

0.21

2.35

1.87E–02

CYTL1

0.47

1.60

0.21

2.21

2.71E–02

PTCD3

− 0.45

0.64

0.21

− 2.12

3.40E–02

TRIM56

− 0.43

0.65

0.21

− 2.03

4.27E–02

NRP1

0.42

1.52

0.21

1.97

4.92E–02

NHS

− 0.42

0.66

0.21

− 1.97

4.93E–02