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_839 Exclusive ad_gs_25 1.35e-02 2.12e-02 2.95e-04 1.12e-05 ad_gs_25 Exclusive 1000run1_2_839 3.29e-02 2.69e-02 3.04e-09 9.34e-08 1000run1_2_839 Exclusive ad_gs_25 Exclusive 3.67e-02 2.82e-02 7.10e-04 7.41e-05 ad_gs_25 Exclusive 1000run1_2_839 Exclusive 2.76e-02 4.16e-02 5.19e-08 1.09e-07 1000run1_2_839 Exclusive Overlap 9.15e-01 7.89e-01 7.76e-01 1.27e-01 ad_gs_25 Exclusive Overlap 4.36e-07 4.36e-07 4.36e-07 4.36e-06 Overlap Exclusives 1.59e-01 4.38e-02 3.67e-72 1.60e-08 Evaluating how well 1000run1_2_839 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_839 Exclusive ad_gs_25 0.78 3.11 3.46 2.66 4.91 ad_gs_25 Exclusive 1000run1_2_839 0.55 2.02 2.36 2.03 4.98 1000run1_2_839 Exclusive ad_gs_25 Exclusive 0.77 2.30 3.38 2.11 4.26 ad_gs_25 Exclusive 1000run1_2_839 Exclusive 0.55 1.76 2.19 1.65 4.90 1000run1_2_839 Exclusive Overlap 0.84 0.88 0.58 1.24 1.89 ad_gs_25 Exclusive Overlap 1.00 3.19 2.08 2.77 3.37 Overlap Exclusives 0.56 2.02 3.24 1.51 6.02 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_839 Exclusive ad_gs_25 0.00 3.72 5.86 4.12 10.63 ad_gs_25 Exclusive 1000run1_2_839 0.05 2.65 2.66 3.12 5.22 1000run1_2_839 Exclusive ad_gs_25 Exclusive 0.00 3.54 5.57 2.95 2.58 ad_gs_25 Exclusive 1000run1_2_839 Exclusive 0.05 1.62 2.18 2.06 4.37 1000run1_2_839 Exclusive Overlap 0.00 1.16 3.58 2.51 7.29 ad_gs_25 Exclusive Overlap 0.03 121.29 51.47 129.64 74.88 Overlap Exclusives 0.06 6.77 7.54 4.14 8.88 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_839 Exclusive 835 833 PTGES3L-AARSD1;STON1-GTF2A1L ad_gs_25 Exclusive 22 22 Overlap 3 3