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) 12kDiscoCases_Clus5_10xGenes Exclusive BRCA-somatic 1.71e-02 2.83e-01 1.07e-06 6.94e-14 BRCA-somatic Exclusive 12kDiscoCases_Clus5_10xGenes 6.75e-02 1.25e-03 1.41e-27 1.17e-15 12kDiscoCases_Clus5_10xGenes Exclusive BRCA-somatic Exclusive 8.39e-02 6.92e-01 6.69e-06 1.21e-12 BRCA-somatic Exclusive 12kDiscoCases_Clus5_10xGenes Exclusive 1.50e-01 1.01e-03 6.33e-26 1.31e-14 12kDiscoCases_Clus5_10xGenes Exclusive Overlap 9.85e-05 9.85e-05 9.85e-05 9.85e-05 BRCA-somatic Exclusive Overlap 9.85e-05 2.28e-02 9.85e-05 9.85e-05 Overlap Exclusives 3.26e-13 5.73e-12 4.27e-46 1.27e-24 Evaluating how well 12kDiscoCases_Clus5_10xGenes genes are linked to BRCA-somatic 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) 12kDiscoCases_Clus5_10xGenes Exclusive BRCA-somatic 0.86 -1.32 1.31 1.14 7.30 BRCA-somatic Exclusive 12kDiscoCases_Clus5_10xGenes 0.71 0.05 3.25 2.50 8.92 12kDiscoCases_Clus5_10xGenes Exclusive BRCA-somatic Exclusive 0.85 -1.38 1.01 1.13 7.15 BRCA-somatic Exclusive 12kDiscoCases_Clus5_10xGenes Exclusive 0.70 0.02 3.40 2.44 7.60 12kDiscoCases_Clus5_10xGenes Exclusive Overlap 1.00 1.38 1.73 1.58 2.38 BRCA-somatic Exclusive Overlap 1.00 1.16 2.30 1.96 2.24 Overlap Exclusives 0.77 2.26 6.06 2.10 11.08 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) 12kDiscoCases_Clus5_10xGenes Exclusive BRCA-somatic 0.01 -2.11 3.86 1.27 32.41 BRCA-somatic Exclusive 12kDiscoCases_Clus5_10xGenes 0.01 -0.65 2.02 3.47 10.33 12kDiscoCases_Clus5_10xGenes Exclusive BRCA-somatic Exclusive 0.01 -2.47 1.00 0.44 11.20 BRCA-somatic Exclusive 12kDiscoCases_Clus5_10xGenes Exclusive 0.01 -0.93 1.68 3.37 9.77 12kDiscoCases_Clus5_10xGenes Exclusive Overlap 0.03 8.05 117.89 24.59 116.42 BRCA-somatic Exclusive Overlap 0.01 0.89 7.21 34.06 34.68 Overlap Exclusives 0.06 20.33 50.90 14.74 77.99 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 12kDiscoCases_Clus5_10xGenes Exclusive 132 132 BRCA-somatic Exclusive 35 35 Overlap 2 2