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) 1000run4_2_845 Exclusive ad_gs_25 4.61e-02 6.26e-02 2.57e-03 3.71e-05 ad_gs_25 Exclusive 1000run4_2_845 3.73e-02 3.85e-02 3.23e-09 2.77e-07 1000run4_2_845 Exclusive ad_gs_25 Exclusive 4.96e-02 5.38e-02 1.87e-03 1.60e-04 ad_gs_25 Exclusive 1000run4_2_845 Exclusive 1.54e-02 4.69e-02 2.20e-08 1.27e-06 1000run4_2_845 Exclusive Overlap 9.83e-01 7.89e-01 8.25e-01 2.68e-01 ad_gs_25 Exclusive Overlap 4.36e-07 4.36e-07 4.36e-07 1.74e-06 Overlap Exclusives 1.60e-01 8.38e-02 4.82e-75 4.26e-07 Evaluating how well 1000run4_2_845 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) 1000run4_2_845 Exclusive ad_gs_25 0.78 2.50 3.41 2.51 5.29 ad_gs_25 Exclusive 1000run4_2_845 0.55 1.62 2.12 1.61 4.81 1000run4_2_845 Exclusive ad_gs_25 Exclusive 0.77 2.38 2.95 2.45 4.47 ad_gs_25 Exclusive 1000run4_2_845 Exclusive 0.55 1.16 2.11 1.33 4.75 1000run4_2_845 Exclusive Overlap 0.80 0.51 0.19 0.71 1.71 ad_gs_25 Exclusive Overlap 1.00 2.72 2.18 3.44 3.15 Overlap Exclusives 0.55 1.38 2.10 1.20 5.24 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) 1000run4_2_845 Exclusive ad_gs_25 0.00 2.45 4.88 2.49 0.59 ad_gs_25 Exclusive 1000run4_2_845 0.05 2.00 2.85 2.69 5.17 1000run4_2_845 Exclusive ad_gs_25 Exclusive 0.00 2.20 4.50 2.95 4.82 ad_gs_25 Exclusive 1000run4_2_845 Exclusive 0.05 1.08 2.21 1.77 5.11 1000run4_2_845 Exclusive Overlap 0.00 0.25 4.20 1.07 0.58 ad_gs_25 Exclusive Overlap 0.03 103.52 75.05 181.80 59.73 Overlap Exclusives 0.06 5.81 5.27 3.83 6.55 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 1000run4_2_845 Exclusive 842 839 STON1-GTF2A1L;C19orf84;PTGES3L-AARSD1 ad_gs_25 Exclusive 22 22 Overlap 3 3