Table 4 The pathways with the highest magnitude SVM weights from CPE for each experiment and time.

From: Pathway expression analysis

Experiment

Time (h)

Reactome ID

Pathway name

Genes

Probes

4 studies

1-8

R-HSA-74713

IRS activation

5

10

4 studies

9-16

R-HSA-74713

IRS activation

5

10

4 studies

17-24

R-HSA-2179392

EGFR Transactivation by Gastrin

9

22

4 studies

25-32

R-HSA-3595177

Defective CHSY1 causes TPBS

8

21

6 studies

1-8

R-HSA-2485179

Activation of the phototransduction cascade

11

20

6 studies

9-16

R-HSA-8939242

RUNX1 regulates transcription of genes involved in differentiation of keratinocytes

8

25

6 studies

17-24

R-HSA-9694631

Maturation of nucleoprotein

16

27

6 studies

25-32

R-HSA-5218921

VEGFR2 mediated cell proliferation

21

53

  1. CPE configurations are pre-computed, directed edges with PageRank centrality. All experiments apply LIMMA using subject identifier to the data.