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Table 2 The number of significant gene sets on the four data sets at FDR 1% with linear combination strategy.

From: Gene set enrichment analysis of RNA-Seq data: integrating differential expression and splicing

Dataset

GS

DS

0.1

0.2

0.3

0.4

0.5

0.6

0.7

0.8

0.9

DE

Artificial

c2

1550

982

1389

1656

1773

1757

1569

1247

696

261

64

 

c5

647

326

479

681

766

747

675

558

354

158

66

Cancer

c2

4

3

4

10

14

16

16

16

14

12

12

 

c5

11

11

20

14

13

9

6

2

2

1

1

BA46

c2

0

1

1

2

3

3

2

4

3

2

2

 

c5

0

2

2

2

2

2

2

2

2

1

0

BA22

c2

0

0

0

0

0

0

0

0

0

0

0

 

c5

0

0

0

0

1

1

1

1

0

0

0

  1. For the full results, see Supplementary Tables S1-S4.
  2. GS: gene set category; DS: DS-only GSEA; DE: DE-only GSEA; 0.1,...,0.9: weights α.