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_Clus4_10xGenes Exclusive BRCA-somatic 3.39e-02 1.44e-01 1.04e-02 2.13e-17 BRCA-somatic Exclusive 12kDiscoCases_Clus4_10xGenes 7.50e-02 8.15e-01 6.36e-12 2.79e-05 12kDiscoCases_Clus4_10xGenes Exclusive BRCA-somatic Exclusive 8.72e-03 1.29e-01 1.68e-01 7.59e-15 BRCA-somatic Exclusive 12kDiscoCases_Clus4_10xGenes Exclusive 4.64e-02 6.75e-01 6.88e-10 6.46e-05 12kDiscoCases_Clus4_10xGenes Exclusive Overlap 1.93e-01 1.77e-01 1.94e-05 4.34e-05 BRCA-somatic Exclusive Overlap 1.83e-09 1.34e-05 1.83e-09 3.84e-07 Overlap Exclusives 9.60e-16 2.86e-15 2.35e-56 1.05e-26 Evaluating how well 12kDiscoCases_Clus4_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_Clus4_10xGenes Exclusive BRCA-somatic 0.85 -0.23 1.74 1.11 6.91 BRCA-somatic Exclusive 12kDiscoCases_Clus4_10xGenes 0.63 0.16 0.91 0.81 5.80 12kDiscoCases_Clus4_10xGenes Exclusive BRCA-somatic Exclusive 0.83 -0.54 1.59 0.81 6.70 BRCA-somatic Exclusive 12kDiscoCases_Clus4_10xGenes Exclusive 0.62 0.08 0.99 0.54 5.13 12kDiscoCases_Clus4_10xGenes Exclusive Overlap 0.97 0.72 2.49 1.20 3.10 BRCA-somatic Exclusive Overlap 0.99 1.38 2.53 2.35 3.38 Overlap Exclusives 0.75 1.63 7.54 2.11 12.74 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_Clus4_10xGenes Exclusive BRCA-somatic 0.01 -1.61 1.24 -0.33 14.69 BRCA-somatic Exclusive 12kDiscoCases_Clus4_10xGenes 0.01 -0.55 0.98 1.25 6.42 12kDiscoCases_Clus4_10xGenes Exclusive BRCA-somatic Exclusive 0.01 -1.82 0.02 -0.95 5.63 BRCA-somatic Exclusive 12kDiscoCases_Clus4_10xGenes Exclusive 0.01 -0.56 0.22 0.40 1.89 12kDiscoCases_Clus4_10xGenes Exclusive Overlap 0.01 -0.17 13.41 4.54 30.41 BRCA-somatic Exclusive Overlap 0.02 1.10 14.14 18.50 11.45 Overlap Exclusives 0.08 12.06 72.45 23.41 75.13 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_Clus4_10xGenes Exclusive 146 145 UGT2A1 BRCA-somatic Exclusive 33 33 Overlap 4 4