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 4.46e-01 1.76e-01 3.48e-01 9.55e-10 GS_genes Exclusive uk_genes 1.79e-01 1.72e-01 6.18e-05 8.08e-02 uk_genes Exclusive GS_genes Exclusive 3.10e-01 8.98e-02 1.32e-01 5.69e-10 GS_genes Exclusive uk_genes Exclusive 3.55e-01 2.82e-01 8.64e-05 1.17e-01 uk_genes Exclusive Overlap 5.53e-01 1.84e-01 7.01e-01 5.93e-01 GS_genes Exclusive Overlap 1.15e-02 1.15e-02 1.15e-02 1.15e-02 Overlap Exclusives 1.36e-20 7.23e-14 2.14e-17 1.23e-21 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 0.70 0.77 2.42 0.93 6.83 GS_genes Exclusive uk_genes 0.53 2.95 1.14 1.50 1.42 uk_genes Exclusive GS_genes Exclusive 0.71 0.72 2.69 1.13 7.61 GS_genes Exclusive uk_genes Exclusive 0.53 2.70 0.54 1.24 1.15 uk_genes Exclusive Overlap 0.55 -0.02 -0.77 -0.03 0.17 GS_genes Exclusive Overlap 1.00 3.91 2.40 2.42 2.37 Overlap Exclusives 0.71 3.03 8.58 3.60 10.10 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 4.04 0.92 2.40 GS_genes Exclusive uk_genes 0.01 2.87 7.18 3.29 3.44 uk_genes Exclusive GS_genes Exclusive 0.01 0.80 3.90 1.13 8.85 GS_genes Exclusive uk_genes Exclusive 0.01 0.51 0.72 1.04 0.06 uk_genes Exclusive Overlap 0.00 -0.41 -0.60 -0.34 -0.24 GS_genes Exclusive Overlap 0.16 321.66 685.78 165.27 171.05 Overlap Exclusives 0.08 24.71 78.05 27.17 92.58 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 123 118 C10orf71;LOC100507003;LOC100996648;IQCF6;ZSCAN31 GS_genes Exclusive 86 84 TMEM195;CENTD2 Overlap 2 2