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) BRCA-Somatic Exclusive Rare2MethodConsensus 1.54e-01 4.36e-02 4.18e-12 3.18e-06 Rare2MethodConsensus Exclusive BRCA-Somatic 2.55e-01 4.09e-02 6.47e-04 3.28e-13 BRCA-Somatic Exclusive Rare2MethodConsensus Exclusive 1.74e-01 3.31e-02 1.66e-11 1.04e-05 Rare2MethodConsensus Exclusive BRCA-Somatic Exclusive 5.85e-01 1.83e-01 3.26e-04 5.66e-12 BRCA-Somatic Exclusive Overlap 1.69e-04 3.86e-04 1.69e-04 1.77e-04 Rare2MethodConsensus Exclusive Overlap 1.02e-02 1.02e-02 1.02e-02 3.37e-04 Overlap Exclusives 1.40e-10 6.45e-08 1.20e-43 2.03e-11 Evaluating how well BRCA-Somatic genes are linked to Rare2MethodConsensus 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) BRCA-Somatic Exclusive Rare2MethodConsensus 0.62 2.46 2.55 2.45 5.45 Rare2MethodConsensus Exclusive BRCA-Somatic 0.89 0.58 2.91 1.82 9.17 BRCA-Somatic Exclusive Rare2MethodConsensus Exclusive 0.61 2.26 2.74 2.29 5.02 Rare2MethodConsensus Exclusive BRCA-Somatic Exclusive 0.88 0.74 3.04 1.97 8.52 BRCA-Somatic Exclusive Overlap 1.00 1.35 2.33 2.25 3.21 Rare2MethodConsensus Exclusive Overlap 0.99 1.03 1.67 1.51 3.53 Overlap Exclusives 0.67 1.51 3.88 2.21 7.95 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) BRCA-Somatic Exclusive Rare2MethodConsensus 0.01 0.03 3.12 4.40 4.73 Rare2MethodConsensus Exclusive BRCA-Somatic 0.02 -0.68 9.94 1.90 54.43 BRCA-Somatic Exclusive Rare2MethodConsensus Exclusive 0.01 0.13 0.81 2.18 2.73 Rare2MethodConsensus Exclusive BRCA-Somatic Exclusive 0.01 -1.01 3.41 1.00 2.71 BRCA-Somatic Exclusive Overlap 0.03 0.07 30.71 62.14 122.62 Rare2MethodConsensus Exclusive Overlap 0.05 0.54 59.06 10.22 234.85 Overlap Exclusives 0.03 12.59 18.27 10.90 13.97 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 BRCA-Somatic Exclusive 33 33 Rare2MethodConsensus Exclusive 153 150 ;C4B_2;SSPO Overlap 4 4