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_Clus0_10xGenes Exclusive BRCA-familial 3.07e-15 2.51e-13 4.57e-17 2.08e-18 BRCA-familial Exclusive 12kDiscoCases_Clus0_10xGenes 1.75e-10 4.60e-08 5.87e-11 1.35e-09 12kDiscoCases_Clus0_10xGenes Exclusive BRCA-familial Exclusive 5.83e-08 9.96e-07 2.12e-09 7.30e-13 BRCA-familial Exclusive 12kDiscoCases_Clus0_10xGenes Exclusive 9.80e-07 4.12e-05 6.56e-07 8.80e-06 12kDiscoCases_Clus0_10xGenes Exclusive Overlap 1.18e-16 1.84e-10 1.18e-16 4.23e-15 BRCA-familial Exclusive Overlap 1.18e-16 1.18e-16 1.18e-16 9.41e-16 Overlap Exclusives 4.53e-17 5.35e-15 7.30e-17 1.15e-15 Evaluating how well 12kDiscoCases_Clus0_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_Clus0_10xGenes Exclusive BRCA-familial 0.97 2.55 7.47 2.86 9.10 BRCA-familial Exclusive 12kDiscoCases_Clus0_10xGenes 0.73 1.95 3.94 2.33 7.49 12kDiscoCases_Clus0_10xGenes Exclusive BRCA-familial Exclusive 0.96 2.47 5.08 3.04 7.31 BRCA-familial Exclusive 12kDiscoCases_Clus0_10xGenes Exclusive 0.70 1.63 3.62 2.16 5.46 12kDiscoCases_Clus0_10xGenes Exclusive Overlap 1.00 2.12 5.03 2.23 4.52 BRCA-familial Exclusive Overlap 1.00 2.49 4.34 2.63 4.72 Overlap Exclusives 0.76 1.81 4.73 2.45 7.43 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_Clus0_10xGenes Exclusive BRCA-familial 0.18 60.91 241.61 108.19 289.83 BRCA-familial Exclusive 12kDiscoCases_Clus0_10xGenes 0.12 20.92 178.50 107.06 264.67 12kDiscoCases_Clus0_10xGenes Exclusive BRCA-familial Exclusive 0.05 21.51 65.89 61.63 134.45 BRCA-familial Exclusive 12kDiscoCases_Clus0_10xGenes Exclusive 0.04 22.61 32.66 42.36 58.66 12kDiscoCases_Clus0_10xGenes Exclusive Overlap 0.24 130.21 510.66 200.49 923.35 BRCA-familial Exclusive Overlap 0.31 141.07 477.36 390.15 705.93 Overlap Exclusives 0.07 20.87 101.91 40.66 148.08 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_Clus0_10xGenes Exclusive 50 50 BRCA-familial Exclusive 16 16 Overlap 7 7