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) 7GeneClusterConsen Exclusive BRCA-Somatic 5.31e-02 1.01e-01 1.19e-07 1.03e-16 BRCA-Somatic Exclusive 7GeneClusterConsen 1.42e-04 2.58e-01 4.46e-27 1.36e-15 7GeneClusterConsen Exclusive BRCA-Somatic Exclusive 5.26e-01 7.10e-01 6.12e-06 7.19e-12 BRCA-Somatic Exclusive 7GeneClusterConsen Exclusive 1.74e-04 3.16e-01 1.16e-25 1.77e-15 7GeneClusterConsen Exclusive Overlap 2.18e-03 2.77e-02 2.99e-07 3.36e-08 BRCA-Somatic Exclusive Overlap 6.07e-09 7.83e-07 5.33e-09 9.38e-09 Overlap Exclusives 1.18e-21 5.39e-15 1.75e-99 7.71e-41 Evaluating how well 7GeneClusterConsen 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) 7GeneClusterConsen Exclusive BRCA-Somatic 0.91 -0.22 3.03 1.53 8.85 BRCA-Somatic Exclusive 7GeneClusterConsen 0.64 0.05 2.73 1.35 11.32 7GeneClusterConsen Exclusive BRCA-Somatic Exclusive 0.88 -0.37 1.70 1.41 8.12 BRCA-Somatic Exclusive 7GeneClusterConsen Exclusive 0.63 0.14 1.99 1.17 10.88 7GeneClusterConsen Exclusive Overlap 0.98 1.00 2.66 1.63 5.41 BRCA-Somatic Exclusive Overlap 0.99 1.69 3.36 2.75 5.31 Overlap Exclusives 0.71 3.75 9.19 2.99 14.73 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) 7GeneClusterConsen Exclusive BRCA-Somatic 0.03 -2.66 14.39 0.23 7.09 BRCA-Somatic Exclusive 7GeneClusterConsen 0.04 -0.40 4.54 3.40 18.26 7GeneClusterConsen Exclusive BRCA-Somatic Exclusive 0.01 -1.98 1.04 -0.97 10.76 BRCA-Somatic Exclusive 7GeneClusterConsen Exclusive 0.04 -0.51 2.25 2.43 11.77 7GeneClusterConsen Exclusive Overlap 0.07 -0.04 37.90 3.12 267.77 BRCA-Somatic Exclusive Overlap 0.03 0.76 41.77 45.37 20.04 Overlap Exclusives 0.09 8.76 39.56 15.33 61.47 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 7GeneClusterConsen Exclusive 431 429 ;PRAMEF11 BRCA-Somatic Exclusive 28 28 Overlap 9 9