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) eaml_pd Exclusive gp2union 2.54e-02 6.52e-04 3.52e-02 2.31e-06 gp2union Exclusive eaml_pd 1.02e-02 8.22e-02 1.39e-22 8.31e-02 eaml_pd Exclusive gp2union Exclusive 1.71e-01 1.87e-03 1.16e-01 1.14e-05 gp2union Exclusive eaml_pd Exclusive 2.45e-02 1.21e-01 3.53e-24 1.15e-01 eaml_pd Exclusive Overlap 9.90e-02 3.17e-01 1.19e-01 4.75e-01 gp2union Exclusive Overlap 1.98e-02 1.98e-02 1.98e-02 1.98e-02 Overlap Exclusives 3.66e-04 1.57e-02 1.15e-07 9.57e-03 Evaluating how well eaml_pd genes are linked to gp2union 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) eaml_pd Exclusive gp2union 0.82 2.79 3.81 3.05 4.71 gp2union Exclusive eaml_pd 0.53 2.59 2.06 1.44 1.54 eaml_pd Exclusive gp2union Exclusive 0.82 1.90 3.61 2.13 4.60 gp2union Exclusive eaml_pd Exclusive 0.53 2.26 1.88 1.37 1.35 eaml_pd Exclusive Overlap 0.79 2.77 1.43 2.41 0.95 gp2union Exclusive Overlap 1.00 27.80 5.64 3.36 1.74 Overlap Exclusives 0.57 2.42 3.35 1.84 3.60 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) eaml_pd Exclusive gp2union 0.00 0.94 0.24 0.89 0.98 gp2union Exclusive eaml_pd 0.01 3.13 3.63 2.96 3.76 eaml_pd Exclusive gp2union Exclusive 0.00 0.46 -0.12 0.32 4.35 gp2union Exclusive eaml_pd Exclusive 0.01 1.98 1.91 1.37 1.20 eaml_pd Exclusive Overlap 0.00 0.63 0.05 -0.10 -0.11 gp2union Exclusive Overlap 0.17 154384.82 728.14 51.32 70.19 Overlap Exclusives 0.02 8.16 12.25 6.10 10.25 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 eaml_pd Exclusive 166 166 gp2union Exclusive 15 14 GBNMP Overlap 1 1