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) 1000run1_3_2_97 Exclusive ad_gs_25 1.92e-01 4.58e-01 3.94e-01 1.46e-01 ad_gs_25 Exclusive 1000run1_3_2_97 6.78e-01 2.84e-02 6.21e-03 6.98e-03 1000run1_3_2_97 Exclusive ad_gs_25 Exclusive 3.74e-01 5.65e-01 5.93e-01 4.19e-01 ad_gs_25 Exclusive 1000run1_3_2_97 Exclusive 6.91e-01 3.58e-02 5.77e-03 1.40e-02 1000run1_3_2_97 Exclusive Overlap 2.04e-01 7.49e-01 2.61e-01 2.16e-01 ad_gs_25 Exclusive Overlap 4.36e-07 4.36e-07 4.36e-07 1.74e-06 Overlap Exclusives 7.13e-03 1.32e-03 1.26e-14 1.78e-04 Evaluating how well 1000run1_3_2_97 genes are linked to ad_gs_25 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) 1000run1_3_2_97 Exclusive ad_gs_25 0.63 0.49 0.10 0.20 2.12 ad_gs_25 Exclusive 1000run1_3_2_97 0.56 1.34 2.23 1.34 2.29 1000run1_3_2_97 Exclusive ad_gs_25 Exclusive 0.61 0.44 0.07 -0.12 1.53 ad_gs_25 Exclusive 1000run1_3_2_97 Exclusive 0.55 0.84 1.95 1.29 1.58 1000run1_3_2_97 Exclusive Overlap 0.77 0.90 0.30 0.72 1.64 ad_gs_25 Exclusive Overlap 1.00 3.07 2.22 2.58 2.82 Overlap Exclusives 0.61 3.34 4.62 2.29 4.78 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) 1000run1_3_2_97 Exclusive ad_gs_25 0.00 0.37 -0.14 0.04 0.93 ad_gs_25 Exclusive 1000run1_3_2_97 0.01 2.00 4.16 1.02 1.27 1000run1_3_2_97 Exclusive ad_gs_25 Exclusive 0.00 0.32 -0.24 -0.22 0.28 ad_gs_25 Exclusive 1000run1_3_2_97 Exclusive 0.01 -0.19 1.14 -0.05 0.08 1000run1_3_2_97 Exclusive Overlap 0.00 0.71 0.35 0.68 0.08 ad_gs_25 Exclusive Overlap 0.03 93.09 65.42 89.65 49.68 Overlap Exclusives 0.03 28.44 35.68 21.30 33.94 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 1000run1_3_2_97 Exclusive 94 94 ad_gs_25 Exclusive 22 22 Overlap 3 3