Table 5 Thirty-one hub genes with a degree of ≥ 15 in the protein–protein interaction network

1.505646

0.000815

13

22

35

1

1.530545

0.047257

20

10

30

2

− 1.645191

0.007507

7

19

26

3

2.501585

0.002376

19

4

23

4

1.609589

0.029662

21

1

22

5

1.982871

0.000202

3

18

21

6

2.478637

0.022919

4

17

21

7

1.646649

0.001126

9

12

21

8

1.559719

0.029079

11

10

21

9

1.859768

0.002024

8

12

20

10

− 1.611769

0.005672

6

13

19

11

− 2.344914

0.002874

13

6

19

12

− 1.590005

0.005132

16

3

19

13

1.619226

0.012656

8

10

18

14

2.395693

0.000766

16

2

18

15

− 1.877071

0.001431

0

17

17

16

1.548241

0.001011

5

12

17

17

1.539987

0.002659

8

9

17

18

1.699094

0.000618

12

5

17

19

1.506622

0.012742

13

4

17

20

1.567089

0.00081

15

2

17

21

1.920826

0.007751

6

10

16

22

1.582594

0.000192

11

5

16

23

− 1.5414

0.013956

16

0

16

24

− 1.639639

0.004704

2

13

15

25

1.622037

0.02276

3

12

15

26

− 1.61738

0.001153

4

11

15

27

− 1.80695

0.001503

7

8

15

28

− 1.900919

0.007236

10

5

15

29

− 1.721258

0.003933

11

4

15

30

1.564071

0.026988

13

2

15

31