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_3_84 Exclusive ad_gs_25 1.38e-01 5.30e-01 3.02e-01 9.56e-02 ad_gs_25 Exclusive 1000run1_3_3_84 8.04e-01 2.40e-02 2.51e-03 3.16e-03 1000run1_3_3_84 Exclusive ad_gs_25 Exclusive 2.94e-01 5.65e-01 4.47e-01 2.12e-01 ad_gs_25 Exclusive 1000run1_3_3_84 Exclusive 7.54e-01 3.18e-02 9.40e-03 8.36e-03 1000run1_3_3_84 Exclusive Overlap 3.65e-01 6.85e-01 3.65e-01 3.04e-01 ad_gs_25 Exclusive Overlap 4.36e-07 4.36e-07 4.36e-07 4.36e-07 Overlap Exclusives 6.72e-03 5.14e-04 2.40e-15 5.03e-05 Evaluating how well 1000run1_3_3_84 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_3_84 Exclusive ad_gs_25 0.63 0.67 0.09 0.09 2.04 ad_gs_25 Exclusive 1000run1_3_3_84 0.58 1.59 2.78 1.72 2.54 1000run1_3_3_84 Exclusive ad_gs_25 Exclusive 0.61 0.34 0.06 0.12 1.79 ad_gs_25 Exclusive 1000run1_3_3_84 Exclusive 0.56 1.05 2.01 1.37 2.00 1000run1_3_3_84 Exclusive Overlap 0.76 0.87 0.53 0.68 1.37 ad_gs_25 Exclusive Overlap 1.00 3.13 2.24 2.91 2.73 Overlap Exclusives 0.63 3.96 4.86 2.55 4.32 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_3_84 Exclusive ad_gs_25 0.00 0.62 0.31 0.02 1.16 ad_gs_25 Exclusive 1000run1_3_3_84 0.01 1.67 4.52 1.24 2.70 1000run1_3_3_84 Exclusive ad_gs_25 Exclusive 0.00 0.26 0.03 0.05 0.76 ad_gs_25 Exclusive 1000run1_3_3_84 Exclusive 0.00 -0.06 1.16 0.07 0.56 1000run1_3_3_84 Exclusive Overlap 0.00 0.13 0.29 0.17 -0.04 ad_gs_25 Exclusive Overlap 0.03 77.23 55.39 161.23 68.55 Overlap Exclusives 0.03 30.48 39.13 9.31 31.72 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_3_84 Exclusive 81 81 ad_gs_25 Exclusive 22 22 Overlap 3 3