
CASh

ttest

CASh, ttest


pvalue

Genes

${\overline{v}}^{TP+}$

${\overline{v}}^{TP}$

Genes

TP up

TP down

Intersection

< 0.0001

20

16

4

16

15

1

7

< 0.001

33

27

6

62

48

14

17

< 0.01

159

107

52

265

169

96

92

< 0.05

434

245

189

762

408

354

272

 Overview of the number of genes with pvalues lower than predefined cutoffs (first column). Columns 'Genes' show the total number of genes selected by CASh and ttest, respectively; column '${\overline{v}}^{TP+}$' shows the number of genes with Shapley value significantly different in microarray game ${\overline{v}}^{TP+}$ as compared to ${\overline{v}}^{PR+}$; column '${\overline{v}}^{TP}$' shows the number of genes with Shapley value significantly different in microarray game ${\overline{v}}^{TP}$ as compared to ${\overline{v}}^{PR}$; column 'TP up' shows the number of genes upregulated in children from TP as compared to children from PR; column 'TP down' shows the number of genes upregulated in children from TP as compared to children from PR; column 'Intersection' shows the number of genes selected by both ttest and CASh at different levels of pvalue.