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) selected_2_184 Exclusive tier1_31 1.77e-03 1.37e-04 2.99e-05 2.62e-06 tier1_31 Exclusive selected_2_184 2.68e-01 7.43e-01 4.00e-01 2.78e-01 selected_2_184 Exclusive tier1_31 Exclusive 1.50e-03 3.90e-04 4.04e-04 4.71e-05 tier1_31 Exclusive selected_2_184 Exclusive 2.42e-01 9.65e-01 6.87e-01 6.54e-01 selected_2_184 Exclusive Overlap 2.80e-01 6.25e-01 2.65e-01 2.16e-02 tier1_31 Exclusive Overlap 1.57e-10 4.90e-06 1.57e-10 4.61e-08 Overlap Exclusives 2.15e-03 3.06e-03 2.61e-19 1.23e-03 Evaluating how well selected_2_184 genes are linked to tier1_31 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) selected_2_184 Exclusive tier1_31 0.77 2.23 4.72 3.41 5.43 tier1_31 Exclusive selected_2_184 0.54 0.68 0.68 0.85 2.13 selected_2_184 Exclusive tier1_31 Exclusive 0.75 2.43 4.27 2.73 4.68 tier1_31 Exclusive selected_2_184 Exclusive 0.53 0.43 0.32 0.45 1.15 selected_2_184 Exclusive Overlap 0.85 1.23 1.17 1.28 2.43 tier1_31 Exclusive Overlap 0.99 3.40 3.23 3.29 3.81 Overlap Exclusives 0.59 3.90 3.37 3.06 4.17 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) selected_2_184 Exclusive tier1_31 0.01 3.82 9.77 7.78 10.06 tier1_31 Exclusive selected_2_184 0.02 8.52 5.33 6.58 7.18 selected_2_184 Exclusive tier1_31 Exclusive 0.00 1.55 8.67 4.72 5.98 tier1_31 Exclusive selected_2_184 Exclusive 0.01 1.91 2.32 2.51 2.57 selected_2_184 Exclusive Overlap 0.01 8.74 7.54 10.99 13.38 tier1_31 Exclusive Overlap 0.04 160.86 58.77 154.21 61.01 Overlap Exclusives 0.06 50.34 44.46 44.80 44.51 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 selected_2_184 Exclusive 180 173 AC005779.2;TAF11L13;PRAMEF15;TMEM191C;TNFSF12-TNFSF13;LINC02210-CRHR1;AL451062.3 tier1_31 Exclusive 26 25 MS4A Overlap 5 5