Table 1

Performance of GJE versus SVD

Model

Publ.

Species

Reactions

Flux variables

CPU time (s)

εSVD ×10-12

Condition number

Orig.

Open

Dep.

Indep.

SVD

GJE


Example

118

129

156

118

39

0.02

0.03

0.003

15

iPS189

[15]

433

350

482

413

69

0.3

0.4

0.07

31000

iND750

[16]

1177

1266

1561

1162

399

6.2

8.0

6.37

68000

AraGEM

[17]

1767

1625

2361

1720

641

19.7

34.2

12.65

3000

iAF1260

[18]

1972

2382

2773

1960

813

30.5

34.3

1.43

2800

Recon 1

[10]

3188

3742

4480

3169

1311

123.5

145.6

32.63

71000


Kernel computation times for numerical SVD and symbolic GJE for the example yeast network given in Figure 3 and five genome-scale metabolic networks. All techniques are described in Methods. The condition number was calculated for Vindep from Equation (9). The inversion of Vindep is required to directly compare SVD results with the solution found from GJE. The difference between the results is given by ε SVD in Equation (11).

Schryer et al. BMC Systems Biology 2011 5:81   doi:10.1186/1752-0509-5-81

Open Data