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) uk_genes Exclusive GS_genes 8.45e-04 1.39e-03 1.40e-02 3.81e-06 GS_genes Exclusive uk_genes 8.84e-02 5.19e-01 6.78e-03 1.28e-01 uk_genes Exclusive GS_genes Exclusive 3.25e-03 1.36e-03 1.58e-02 5.70e-06 GS_genes Exclusive uk_genes Exclusive 2.19e-02 6.35e-01 4.13e-02 2.69e-01 uk_genes Exclusive Overlap 8.51e-01 6.33e-01 8.82e-01 5.27e-01 GS_genes Exclusive Overlap 1.15e-02 1.15e-02 1.15e-02 1.15e-02 Overlap Exclusives 2.21e-22 6.88e-26 1.62e-21 3.74e-30 Evaluating how well uk_genes genes are linked to GS_genes 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) uk_genes Exclusive GS_genes 0.62 -1.40 -4.14 -1.37 3.81 GS_genes Exclusive uk_genes 0.52 -0.72 0.06 0.10 0.72 uk_genes Exclusive GS_genes Exclusive 0.62 -1.13 -4.47 -1.40 4.16 GS_genes Exclusive uk_genes Exclusive 0.50 -1.80 -0.53 -0.62 0.21 uk_genes Exclusive Overlap 0.56 -0.46 -0.84 -0.35 0.53 GS_genes Exclusive Overlap 1.00 3.56 2.01 2.56 2.38 Overlap Exclusives 0.79 2.77 10.62 2.87 10.77 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) uk_genes Exclusive GS_genes 0.01 -0.92 -3.03 -0.94 0.74 GS_genes Exclusive uk_genes 0.02 61.64 35.51 49.83 43.10 uk_genes Exclusive GS_genes Exclusive 0.01 -0.84 -3.27 -1.02 0.57 GS_genes Exclusive uk_genes Exclusive 0.00 -2.00 -0.81 -0.68 -0.21 uk_genes Exclusive Overlap 0.00 -0.36 -0.88 -0.44 -0.20 GS_genes Exclusive Overlap 0.42 6132.96 2584.69 1212.81 1323.37 Overlap Exclusives 0.15 51.78 226.42 34.32 132.95 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 uk_genes Exclusive 45 43 C10orf71;LOH12CR1 GS_genes Exclusive 86 84 TMEM195;CENTD2 Overlap 2 2