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) selected2_56 Exclusive tier1_31 4.65e-11 2.73e-10 8.16e-12 1.15e-12 tier1_31 Exclusive selected2_56 4.48e-03 3.11e-03 1.81e-04 3.96e-04 selected2_56 Exclusive tier1_31 Exclusive 2.36e-10 1.58e-10 3.36e-11 6.83e-12 tier1_31 Exclusive selected2_56 Exclusive 1.78e-02 6.10e-03 1.58e-03 1.82e-03 selected2_56 Exclusive Overlap 3.82e-01 6.30e-01 4.32e-01 2.28e-02 tier1_31 Exclusive Overlap 4.36e-06 1.13e-03 4.36e-06 8.71e-06 Overlap Exclusives 4.59e-05 1.26e-06 2.25e-15 4.80e-08 Evaluating how well selected2_56 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) selected2_56 Exclusive tier1_31 0.88 4.52 7.94 5.58 7.22 tier1_31 Exclusive selected2_56 0.65 3.53 3.11 3.07 3.96 selected2_56 Exclusive tier1_31 Exclusive 0.88 4.83 8.02 3.94 6.70 tier1_31 Exclusive selected2_56 Exclusive 0.63 2.95 3.06 3.08 3.72 selected2_56 Exclusive Overlap 0.87 1.36 1.53 1.41 2.54 tier1_31 Exclusive Overlap 0.99 2.64 2.03 2.41 3.09 Overlap Exclusives 0.71 3.02 6.99 2.76 7.18 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) selected2_56 Exclusive tier1_31 0.02 18.68 45.25 20.15 4.08 tier1_31 Exclusive selected2_56 0.01 17.92 18.23 15.20 21.89 selected2_56 Exclusive tier1_31 Exclusive 0.01 20.42 28.83 5.93 14.42 tier1_31 Exclusive selected2_56 Exclusive 0.01 2.46 14.58 12.51 14.35 selected2_56 Exclusive Overlap 0.00 17.67 7.80 14.60 16.65 tier1_31 Exclusive Overlap 0.01 38.36 23.78 15.53 57.28 Overlap Exclusives 0.02 14.56 29.69 8.30 7.79 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 selected2_56 Exclusive 53 50 PRAMEF15;AC005779.2;TMEM191C tier1_31 Exclusive 28 27 MS4A Overlap 3 3