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_7_210 Exclusive ad_gs_25 2.79e-04 9.23e-04 1.59e-04 7.95e-06 ad_gs_25 Exclusive 1000run1_2_7_210 3.81e-01 3.37e-02 2.33e-04 2.70e-04 1000run1_2_7_210 Exclusive ad_gs_25 Exclusive 6.26e-04 1.38e-03 3.34e-04 6.82e-05 ad_gs_25 Exclusive 1000run1_2_7_210 Exclusive 1.32e-01 4.50e-02 1.00e-03 8.46e-04 1000run1_2_7_210 Exclusive Overlap 3.82e-01 7.89e-01 2.96e-01 6.03e-02 ad_gs_25 Exclusive Overlap 4.36e-07 4.36e-07 4.36e-07 1.74e-06 Overlap Exclusives 5.34e-02 2.20e-02 6.54e-25 4.38e-04 Evaluating how well 1000run1_2_7_210 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_7_210 Exclusive ad_gs_25 0.78 3.32 3.25 2.22 5.37 ad_gs_25 Exclusive 1000run1_2_7_210 0.57 1.21 2.42 1.77 3.11 1000run1_2_7_210 Exclusive ad_gs_25 Exclusive 0.77 2.68 3.30 2.16 4.28 ad_gs_25 Exclusive 1000run1_2_7_210 Exclusive 0.56 0.91 2.05 1.38 2.98 1000run1_2_7_210 Exclusive Overlap 0.87 1.81 1.09 1.47 2.35 ad_gs_25 Exclusive Overlap 1.00 3.13 2.30 3.24 2.87 Overlap Exclusives 0.59 3.07 3.30 1.69 4.20 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_7_210 Exclusive ad_gs_25 0.01 8.86 6.85 4.58 6.33 ad_gs_25 Exclusive 1000run1_2_7_210 0.02 3.07 5.54 4.19 3.98 1000run1_2_7_210 Exclusive ad_gs_25 Exclusive 0.00 6.79 5.55 4.66 6.91 ad_gs_25 Exclusive 1000run1_2_7_210 Exclusive 0.01 0.71 2.95 1.80 3.28 1000run1_2_7_210 Exclusive Overlap 0.00 1.75 2.43 1.96 7.66 ad_gs_25 Exclusive Overlap 0.03 83.64 74.91 186.75 95.61 Overlap Exclusives 0.03 25.13 22.15 12.48 21.12 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_7_210 Exclusive 207 207 ad_gs_25 Exclusive 22 22 Overlap 3 3