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_6_256 Exclusive ad_gs_25 6.52e-03 4.38e-03 1.62e-03 1.74e-05 ad_gs_25 Exclusive 1000run4_2_6_256 3.88e-01 1.10e-01 5.05e-03 2.62e-03 1000run4_2_6_256 Exclusive ad_gs_25 Exclusive 6.22e-03 1.61e-03 1.33e-03 9.11e-05 ad_gs_25 Exclusive 1000run4_2_6_256 Exclusive 2.71e-01 1.46e-01 3.65e-03 2.35e-03 1000run4_2_6_256 Exclusive Overlap 6.40e-01 7.89e-01 5.57e-01 1.45e-01 ad_gs_25 Exclusive Overlap 4.36e-07 4.36e-07 4.36e-07 4.36e-06 Overlap Exclusives 8.48e-02 6.85e-02 1.96e-24 1.14e-03 Evaluating how well 1000run4_2_6_256 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_6_256 Exclusive ad_gs_25 0.78 2.74 3.74 2.64 4.92 ad_gs_25 Exclusive 1000run4_2_6_256 0.56 1.36 1.88 1.47 3.17 1000run4_2_6_256 Exclusive ad_gs_25 Exclusive 0.77 2.43 3.80 2.49 4.15 ad_gs_25 Exclusive 1000run4_2_6_256 Exclusive 0.55 0.93 1.51 1.43 2.59 1000run4_2_6_256 Exclusive Overlap 0.86 1.98 1.12 1.40 1.90 ad_gs_25 Exclusive Overlap 1.00 2.81 2.21 3.12 2.83 Overlap Exclusives 0.58 2.54 2.97 1.73 4.69 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_6_256 Exclusive ad_gs_25 0.00 4.37 4.19 3.88 8.38 ad_gs_25 Exclusive 1000run4_2_6_256 0.02 2.15 3.59 3.89 4.43 1000run4_2_6_256 Exclusive ad_gs_25 Exclusive 0.00 3.40 5.28 3.72 2.43 ad_gs_25 Exclusive 1000run4_2_6_256 Exclusive 0.02 0.78 1.79 1.75 3.14 1000run4_2_6_256 Exclusive Overlap 0.00 1.35 2.87 2.59 7.50 ad_gs_25 Exclusive Overlap 0.03 61.77 72.23 210.52 51.07 Overlap Exclusives 0.03 18.49 17.35 11.22 16.67 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_6_256 Exclusive 253 253 ad_gs_25 Exclusive 22 22 Overlap 3 3