Comparing distributions of experimental and random diffusion values (p-values for KS tests)
Seeds	Recipients	Randomize Seeds (degree-matched)	Randomize Recipients (degree-matched)	Randomize Seeds (uniform)	Randomize Recipients (uniform)
59Wavelet Exclusive	GS25	2.06e-01	3.76e-02	2.63e-07	9.81e-05
GS25 Exclusive	59Wavelet	2.64e-03	4.01e-02	2.46e-05	7.06e-08
59Wavelet Exclusive	GS25 Exclusive	2.71e-01	5.08e-02	1.63e-05	1.84e-03
GS25 Exclusive	59Wavelet Exclusive	3.56e-02	6.67e-02	2.07e-04	7.65e-08
59Wavelet Exclusive	Overlap	8.49e-02	7.71e-02	7.06e-03	1.57e-02
GS25 Exclusive	Overlap	4.36e-06	7.71e-02	1.74e-06	1.25e-04
Overlap	Exclusives	8.65e-06	1.70e-08	6.51e-16	7.44e-14



Evaluating how well 59Wavelet genes are linked to GS25 genes, comparing against random

ROC results
Seeds	Recipients	AUROC	Z-score for Random Seeds (degree-matched)	Z-score for Random Recipients (degree-matched)	Z-score for Random Seeds (uniform)	Z-score for Random Recipients (uniform)
59Wavelet Exclusive	GS25	0.74	1.63	2.38	1.85	4.32
GS25 Exclusive	59Wavelet	0.75	1.45	2.55	2.14	6.36
59Wavelet Exclusive	GS25 Exclusive	0.71	1.45	2.31	1.47	3.29
GS25 Exclusive	59Wavelet Exclusive	0.74	0.91	2.25	1.68	6.19
59Wavelet Exclusive	Overlap	0.93	1.75	1.22	1.75	2.44
GS25 Exclusive	Overlap	0.99	2.59	1.67	2.85	2.86
Overlap	Exclusives	0.79	2.48	6.01	2.17	8.10

PRC results
Seeds	Recipients	AUPRC	Z-score for Random Seeds (degree-matched)	Z-score for Random Recipients (degree-matched)	Z-score for Random Seeds (uniform)	Z-score for Random Recipients (uniform)
59Wavelet Exclusive	GS25	0.01	5.72	6.14	6.74	16.77
GS25 Exclusive	59Wavelet	0.01	7.10	5.68	8.47	13.80
59Wavelet Exclusive	GS25 Exclusive	0.00	3.35	2.58	1.57	4.52
GS25 Exclusive	59Wavelet Exclusive	0.01	2.32	2.94	4.50	2.08
59Wavelet Exclusive	Overlap	0.01	9.94	10.94	19.14	16.60
GS25 Exclusive	Overlap	0.04	111.37	35.72	87.43	92.97
Overlap	Exclusives	0.04	22.69	52.45	23.25	63.22

Z-scores are computed for the experimental area under ROC or PRC based on distributions of the random areas under these curves
Seeds: Genes where diffusion signal starts FROM)
Recipients: Genes that receive the diffusion signal and that are in the other validated group
Random genes are selected either uniformly or degree matched



Number of genes
**	#Total	# Mapped in the network	Not mapped genes	 
59Wavelet Exclusive	56	56	
GS25 Exclusive	22	22	
Overlap	3	3