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Table 1 Statistics of yeast co-expression networks

From: A general co-expression network-based approach to gene expression analysis: comparison and applications

 

Rank-based networks

 

Network from real data

Network from permuted data

Randomly rewired network

d

2

3

4

5

2

3

4

5

-

-

-

-

Number of singletons

0

0

0

0

0

0

0

0

0

0

0

0

Size of largest component

2971

3000

3000

3000

3000

3000

3000

3000

3000

3000

3000

3000

Average degree

3.6

5.4

7.2

9.0

2.8

4.0

5.2

6.3

3.6

5.4

7.2

9.0

Largest degree

22

35

49

57

10

13

14

17

22

35

49

57

Clustering coefficient

0.17

0.19

0.21

0.22

0.01

0.02

0.02

0.02

0.001

0.002

0.004

0.005

Average path length

8.8

6.8

5.9

5.4

9.6

6.4

5.3

4.7

6.0

4.6

4.1

3.7

Diameter

19

19

14

11

17

10

8

7

12

8

7

6

 

Value-based networks

 

Network from real data

Network from permuted data

Randomly rewired network

Correlation cutoff

0.85

0.79

0.76

0.69

0.21

0.18

0.16

0.14

-

-

-

-

Number of singletons

2163

1586

1311

893

0

0

0

0

2163

1586

1311

893

Size of largest component

486

756

1609

2055

3000

3000

3000

3000

835

1412

1689

2107

Average degree

10(37)

30(64)

50(107)

100(142)

10

30

50

100

10

30

50

100

Largest degree

211

340

418

581

24

55

79

136

211

340

418

581

Clustering coefficient

0.52

0.59

0.62

0.64

0.03

0.04

0.05

0.07

0.31

0.34

0.34

0.34

Average path length

2.6

2.6

6.0

4.8

3.8

2.7

2.4

2.0

2.5

2.4

2.3

2.2

Diameter

9

9

18

13

6

4

3

3

5

5

5

5

  1. Numbers in parentheses are for non-singleton nodes only.