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-familial 6.78e-16 6.89e-13 7.29e-27 3.72e-24 BRCA-familial Exclusive 12kDiscoCases_Clus5_10xGenes 8.63e-07 3.68e-05 5.99e-21 1.18e-13 12kDiscoCases_Clus5_10xGenes Exclusive BRCA-familial Exclusive 6.48e-08 1.47e-06 2.47e-15 5.25e-16 BRCA-familial Exclusive 12kDiscoCases_Clus5_10xGenes Exclusive 3.30e-04 3.42e-03 2.10e-17 1.01e-11 12kDiscoCases_Clus5_10xGenes Exclusive Overlap 4.60e-19 2.69e-12 4.60e-19 2.25e-13 BRCA-familial Exclusive Overlap 4.60e-19 4.60e-19 4.60e-19 4.14e-18 Overlap Exclusives 2.04e-08 1.13e-06 1.22e-08 4.00e-13 Evaluating how well 12kDiscoCases_Clus5_10xGenes genes are linked to BRCA-familial 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-familial 0.99 2.29 6.07 2.86 7.62 BRCA-familial Exclusive 12kDiscoCases_Clus5_10xGenes 0.74 2.12 5.30 2.72 9.57 12kDiscoCases_Clus5_10xGenes Exclusive BRCA-familial Exclusive 0.98 2.24 4.68 2.68 6.13 BRCA-familial Exclusive 12kDiscoCases_Clus5_10xGenes Exclusive 0.72 1.98 3.64 2.12 8.73 12kDiscoCases_Clus5_10xGenes Exclusive Overlap 1.00 2.73 4.61 2.78 5.44 BRCA-familial Exclusive Overlap 1.00 2.61 5.31 2.98 4.89 Overlap Exclusives 0.71 0.57 3.45 1.53 8.35 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-familial 0.22 17.77 256.24 104.01 812.02 BRCA-familial Exclusive 12kDiscoCases_Clus5_10xGenes 0.09 42.00 88.05 43.66 112.74 12kDiscoCases_Clus5_10xGenes Exclusive BRCA-familial Exclusive 0.04 0.73 50.81 19.53 53.87 BRCA-familial Exclusive 12kDiscoCases_Clus5_10xGenes Exclusive 0.04 19.41 30.95 19.28 52.45 12kDiscoCases_Clus5_10xGenes Exclusive Overlap 0.32 254.32 795.53 623.26 533.49 BRCA-familial Exclusive Overlap 0.29 411.48 599.44 461.53 957.77 Overlap Exclusives 0.08 21.04 87.97 39.23 98.43 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 126 126 BRCA-familial Exclusive 15 15 Overlap 8 8