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Table 5 The first 10 enriched pathways using the whole list of relevant DEGs obtained from the AML GSE24739 data set without using DEG group classification

From: A statistical network pre-processing method to improve relevance and significance of gene lists in microarray gene expression studies

PathwayName

Pvalue

FDRC

BonfC

\(|lg_{2}(P_{value})|\)

\(|lg_{2}(FDR(P_{value})|\)

\(|lg_{2}Bonf(P_{value})|\)

(1) Signaling pathways

5.29E−13

4.87E−10

4.87E−10

30.94

30.94

30.94

(2) Hemostasis

5.36E−13

2.47E−10

4.93E−10

31.92

30.92

30.92

(3) Developmental biology

9.86E−10

3.02E−07

9.07E−07

21.66

20.07

20.07

(4) Signaling by interleukins

1.37E−09

3.15E−07

1.26E−06

21.60

19.60

19.60

(5) Cell surface interactions at the vascular wall

1.94E−09

3.56E−07

1.78E−06

21.42

19.10

19.10

(6) Cytokine signaling in immune system

5.40E−09

8.28E−07

4.97E−06

20.20

17.62

17.62

(7) Muscle contraction

9.65E−09

1.27E−06

8.88E−06

19.59

16.78

16.78

(8) Signaling by GPCR

1.83E−08

2.10E−06

1.68E−05

18.86

15.86

15.86

(9) GPCR downstream signalling

2.09E−08

2.14E−06

1.93E−05

18.83

15.66

15.66

(10) Cardiac conduction

2.12E−08

1.95E−06

1.95E−05

18.97

15.65

15.65

  1. The FDRC indicates the corrected p value using FDR statistical corrector. The BonfC represents the corrected p value using Bonferroni statistical corrector. Finally, the last three columns contain the \(|lg_{2}(\cdot )|\) of each p value, for ease comparison