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-Familial Exclusive Rare2MethodConsensus 8.43e-03 2.41e-02 4.17e-13 2.07e-05 Rare2MethodConsensus Exclusive BRCA-Familial 4.61e-15 5.71e-12 2.34e-17 7.29e-19 BRCA-Familial Exclusive Rare2MethodConsensus Exclusive 1.41e-01 9.97e-02 1.81e-14 2.46e-04 Rare2MethodConsensus Exclusive BRCA-Familial Exclusive 1.78e-09 1.57e-07 2.21e-11 3.26e-11 BRCA-Familial Exclusive Overlap 5.33e-09 6.07e-09 5.33e-09 6.35e-09 Rare2MethodConsensus Exclusive Overlap 2.14e-06 1.34e-05 1.94e-07 1.11e-08 Overlap Exclusives 5.35e-04 1.85e-02 8.22e-18 7.57e-06 Evaluating how well BRCA-Familial 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-Familial Exclusive Rare2MethodConsensus 0.63 3.66 3.20 2.68 5.76 Rare2MethodConsensus Exclusive BRCA-Familial 0.99 2.44 7.23 2.71 8.37 BRCA-Familial Exclusive Rare2MethodConsensus Exclusive 0.60 3.07 2.49 1.99 4.53 Rare2MethodConsensus Exclusive BRCA-Familial Exclusive 0.98 2.46 5.37 2.86 6.57 BRCA-Familial Exclusive Overlap 1.00 2.14 4.96 2.46 4.80 Rare2MethodConsensus Exclusive Overlap 0.99 1.99 4.12 2.59 5.64 Overlap Exclusives 0.63 1.32 2.82 2.22 6.54 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-Familial Exclusive Rare2MethodConsensus 0.04 34.17 46.86 25.95 51.77 Rare2MethodConsensus Exclusive BRCA-Familial 0.06 4.91 42.58 19.43 132.97 BRCA-Familial Exclusive Rare2MethodConsensus Exclusive 0.02 19.35 17.23 14.70 17.73 Rare2MethodConsensus Exclusive BRCA-Familial Exclusive 0.02 8.08 29.48 22.83 93.37 BRCA-Familial Exclusive Overlap 0.17 54.11 415.02 195.96 346.38 Rare2MethodConsensus Exclusive Overlap 0.05 2.20 41.31 22.28 17.96 Overlap Exclusives 0.03 10.68 23.54 18.98 26.38 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-Familial Exclusive 14 14 Rare2MethodConsensus Exclusive 148 145 ;SSPO;C4B_2 Overlap 9 9