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_2_4_375 Exclusive ad_gs_25 1.18e-03 4.11e-04 1.08e-04 3.07e-06 ad_gs_25 Exclusive 1000run1_2_4_375 2.75e-01 7.92e-02 6.95e-05 6.47e-04 1000run1_2_4_375 Exclusive ad_gs_25 Exclusive 1.96e-03 1.77e-04 1.29e-04 6.19e-06 ad_gs_25 Exclusive 1000run1_2_4_375 Exclusive 3.89e-01 1.27e-01 1.53e-04 1.03e-03 1000run1_2_4_375 Exclusive Overlap 5.48e-01 5.94e-01 2.82e-01 2.49e-02 ad_gs_25 Exclusive Overlap 4.36e-07 4.36e-07 4.36e-07 1.74e-06 Overlap Exclusives 2.00e-01 1.54e-01 9.01e-43 5.03e-05 Evaluating how well 1000run1_2_4_375 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_2_4_375 Exclusive ad_gs_25 0.81 3.33 5.13 2.97 5.06 ad_gs_25 Exclusive 1000run1_2_4_375 0.56 1.50 2.14 1.77 4.12 1000run1_2_4_375 Exclusive ad_gs_25 Exclusive 0.80 2.61 3.98 2.72 4.97 ad_gs_25 Exclusive 1000run1_2_4_375 Exclusive 0.56 1.62 1.86 1.67 3.69 1000run1_2_4_375 Exclusive Overlap 0.87 1.59 1.12 1.95 2.44 ad_gs_25 Exclusive Overlap 1.00 3.10 2.60 2.83 2.82 Overlap Exclusives 0.57 2.11 2.13 1.47 4.63 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_2_4_375 Exclusive ad_gs_25 0.01 5.31 5.33 5.15 3.16 ad_gs_25 Exclusive 1000run1_2_4_375 0.03 2.74 4.10 3.50 4.78 1000run1_2_4_375 Exclusive ad_gs_25 Exclusive 0.00 4.86 6.41 5.12 5.95 ad_gs_25 Exclusive 1000run1_2_4_375 Exclusive 0.02 2.13 2.72 2.67 3.43 1000run1_2_4_375 Exclusive Overlap 0.00 0.69 9.20 2.79 0.39 ad_gs_25 Exclusive Overlap 0.03 107.52 83.74 102.51 65.00 Overlap Exclusives 0.03 15.40 12.61 6.73 12.34 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_2_4_375 Exclusive 372 371 PTGES3L-AARSD1 ad_gs_25 Exclusive 22 22 Overlap 3 3