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_Clus3_10xGenes Exclusive BRCA-somatic 5.27e-02 2.71e-01 2.31e-03 4.60e-10 BRCA-somatic Exclusive 12kDiscoCases_Clus3_10xGenes 1.41e-03 4.31e-01 1.38e-12 5.89e-05 12kDiscoCases_Clus3_10xGenes Exclusive BRCA-somatic Exclusive 1.44e-02 5.44e-01 1.43e-02 1.67e-09 BRCA-somatic Exclusive 12kDiscoCases_Clus3_10xGenes Exclusive 6.67e-04 5.23e-01 2.11e-11 2.48e-05 12kDiscoCases_Clus3_10xGenes Exclusive Overlap 9.85e-05 9.85e-05 9.85e-05 9.85e-05 BRCA-somatic Exclusive Overlap 9.85e-05 8.97e-03 9.85e-05 9.85e-05 Overlap Exclusives 1.25e-13 2.09e-10 1.45e-36 1.83e-14 Evaluating how well 12kDiscoCases_Clus3_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_Clus3_10xGenes Exclusive BRCA-somatic 0.81 -1.73 1.54 -0.41 7.52 BRCA-somatic Exclusive 12kDiscoCases_Clus3_10xGenes 0.60 1.21 0.64 0.43 4.59 12kDiscoCases_Clus3_10xGenes Exclusive BRCA-somatic Exclusive 0.80 -2.57 1.37 -0.64 7.72 BRCA-somatic Exclusive 12kDiscoCases_Clus3_10xGenes Exclusive 0.59 1.15 0.45 -0.01 4.74 12kDiscoCases_Clus3_10xGenes Exclusive Overlap 1.00 1.57 2.27 1.41 2.60 BRCA-somatic Exclusive Overlap 1.00 1.43 2.53 1.78 2.76 Overlap Exclusives 0.67 0.47 3.45 0.87 8.56 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_Clus3_10xGenes Exclusive BRCA-somatic 0.01 -1.74 3.59 -0.99 14.53 BRCA-somatic Exclusive 12kDiscoCases_Clus3_10xGenes 0.01 -0.16 0.69 0.54 2.30 12kDiscoCases_Clus3_10xGenes Exclusive BRCA-somatic Exclusive 0.01 -1.99 1.58 -1.30 9.60 BRCA-somatic Exclusive 12kDiscoCases_Clus3_10xGenes Exclusive 0.01 -0.05 -0.03 0.01 3.41 12kDiscoCases_Clus3_10xGenes Exclusive Overlap 0.02 10.16 98.76 14.57 60.63 BRCA-somatic Exclusive Overlap 0.01 1.46 9.23 26.23 49.44 Overlap Exclusives 0.06 17.00 51.58 10.39 59.67 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_Clus3_10xGenes Exclusive 191 191 BRCA-somatic Exclusive 35 35 Overlap 2 2