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Table 4 Performance comparison of TRIA with MA-Network. We tested over-representation of the high-confidence TF binding motif in S1 and S2, where S1 is the set of regulatory targets of a TF that are identified by TRIA but not by MA-Network and S2 is the set of regulatory targets of a TF that are identified by MA-Network but not by TRIA. The proportions of genes, whose promoter regions contain the high-confidence TF binding motif is calculated for S1 and S2. The cumulative hypergeometric distribution is used to determine the statistical significance of over-representation (see the Appendix for details). In four of the five (4/5) cases the high-confidence TF binding motifs are enriched in S1 with p-value < 0.001 but only two of the five (2/5) cases in S2.

From: Identifying regulatory targets of cell cycle transcription factors using gene expression and ChIP-chip data

TF

S 1

p-value

S 2

p-value

Abf1

46/62

0

28/56

3.0839e-011

Ace2

2/28

0.0340

2/17

0.0132

Fkh2

17/47

1.5357e-008

7/18

1.8019e-004

Swi4

16/27

6.5301e-012

6/18

0.0021

Swi5

9/25

2.4141e-004

7/30

0.0171