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_2_570 Exclusive ad_gs_25 3.33e-04 4.48e-04 3.84e-06 1.50e-07 ad_gs_25 Exclusive 1000run1_2_2_570 1.77e-01 1.36e-02 6.33e-08 1.74e-08 1000run1_2_2_570 Exclusive ad_gs_25 Exclusive 5.92e-04 4.26e-04 8.01e-06 1.07e-06 ad_gs_25 Exclusive 1000run1_2_2_570 Exclusive 2.48e-01 1.37e-02 6.93e-08 8.15e-08 1000run1_2_2_570 Exclusive Overlap 5.30e-01 7.58e-01 2.54e-01 2.82e-02 ad_gs_25 Exclusive Overlap 4.36e-07 4.36e-07 4.36e-07 1.74e-06 Overlap Exclusives 1.40e-01 3.56e-02 4.01e-55 8.21e-09 Evaluating how well 1000run1_2_2_570 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_2_570 Exclusive ad_gs_25 0.83 4.56 4.98 3.95 5.30 ad_gs_25 Exclusive 1000run1_2_2_570 0.57 2.69 2.93 2.59 5.89 1000run1_2_2_570 Exclusive ad_gs_25 Exclusive 0.82 4.31 5.13 3.18 5.46 ad_gs_25 Exclusive 1000run1_2_2_570 Exclusive 0.57 2.87 2.94 2.47 5.49 1000run1_2_2_570 Exclusive Overlap 0.88 1.84 1.14 1.88 2.55 ad_gs_25 Exclusive Overlap 1.00 2.60 2.40 2.75 2.91 Overlap Exclusives 0.57 2.11 3.43 1.95 7.08 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_2_570 Exclusive ad_gs_25 0.01 8.01 10.04 8.06 1.20 ad_gs_25 Exclusive 1000run1_2_2_570 0.04 4.25 5.44 4.63 7.86 1000run1_2_2_570 Exclusive ad_gs_25 Exclusive 0.01 8.39 12.99 5.85 6.83 ad_gs_25 Exclusive 1000run1_2_2_570 Exclusive 0.04 3.74 4.57 3.86 5.76 1000run1_2_2_570 Exclusive Overlap 0.00 1.43 8.87 2.53 2.24 ad_gs_25 Exclusive Overlap 0.03 63.91 80.82 119.80 99.16 Overlap Exclusives 0.05 10.23 12.13 7.22 13.45 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_2_570 Exclusive 567 565 PTGES3L-AARSD1;STON1-GTF2A1L ad_gs_25 Exclusive 22 22 Overlap 3 3