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Table 4 Comparison of results between SA-BNs and normal BNs

From: Exploring complex miRNA-mRNA interactions with Bayesian networks by splitting-averaging strategy

EMT relevant cellular functions

SA-BNs

Normal BNs

 

#Molecules

p -value

#Molecules

p -value

Cellular Movement

14

4.62 × 10-4 - 2.86 × 10-2

7

9.83 × 10-4 - 3.92 × 10-2

Cell Morphology

17

2.49 × 10-4 - 2.86 × 10-2

10

1.74 × 10-4 - 4.47 × 10-2

migration*

6

4.62 × 10-4 - 2.86 × 10-2

6

6.93 × 10-3 - 3.59 × 10-2

invasion*

6

1.53 × 10-3 - 2.46 × 10-2

1

3.76 × 10-2

scattering*

2

1.27 × 10-3

1

1.74 × 10-3

  1. The number of mRNA uniquely discovered by SA-BNs is more than that of the normal BNs in terms of EMT relevant functions, including the EMT functional markers denoted by *.