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) wavelet01_pd Exclusive gp2union 7.75e-01 7.92e-01 2.63e-04 2.26e-03 gp2union Exclusive wavelet01_pd 3.35e-01 4.38e-03 1.26e-17 6.47e-21 wavelet01_pd Exclusive gp2union Exclusive 6.02e-01 7.55e-01 9.85e-04 5.13e-03 gp2union Exclusive wavelet01_pd Exclusive 5.02e-01 1.06e-02 8.54e-17 9.92e-21 wavelet01_pd Exclusive Overlap 7.92e-02 4.55e-01 1.98e-02 2.77e-01 gp2union Exclusive Overlap 3.96e-02 1.98e-02 1.98e-02 3.96e-02 Overlap Exclusives 1.42e-01 7.55e-02 5.43e-40 6.11e-25 Evaluating how well wavelet01_pd genes are linked to gp2union 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) wavelet01_pd Exclusive gp2union 0.77 0.93 0.94 1.48 4.08 gp2union Exclusive wavelet01_pd 0.74 1.53 3.48 2.10 10.53 wavelet01_pd Exclusive gp2union Exclusive 0.76 1.02 1.13 1.61 3.20 gp2union Exclusive wavelet01_pd Exclusive 0.74 1.24 2.99 1.96 11.74 wavelet01_pd Exclusive Overlap 0.88 -2.60 -0.34 0.81 1.27 gp2union Exclusive Overlap 0.98 1.66 1.78 1.92 1.77 Overlap Exclusives 0.75 0.72 2.67 2.00 12.27 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) wavelet01_pd Exclusive gp2union 0.00 -0.20 -1.32 1.37 10.77 gp2union Exclusive wavelet01_pd 0.02 1.64 2.40 3.12 10.06 wavelet01_pd Exclusive gp2union Exclusive 0.00 0.00 -1.59 2.31 5.19 gp2union Exclusive wavelet01_pd Exclusive 0.02 1.04 1.91 3.05 15.40 wavelet01_pd Exclusive Overlap 0.00 -0.86 -0.83 0.04 0.37 gp2union Exclusive Overlap 0.00 2.64 14.05 6.80 4.42 Overlap Exclusives 0.02 0.21 1.33 1.44 13.49 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 wavelet01_pd Exclusive 159 158 ARLĀ 11.00 gp2union Exclusive 15 14 GBNMP Overlap 1 1