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) Rare_ComboConsensus Exclusive BRCA-familial 7.15e-04 3.49e-04 1.73e-22 3.41e-21 BRCA-familial Exclusive Rare_ComboConsensus 1.28e-05 6.42e-04 2.29e-29 5.55e-29 Rare_ComboConsensus Exclusive BRCA-familial Exclusive 6.98e-04 7.93e-04 8.03e-16 1.79e-15 BRCA-familial Exclusive Rare_ComboConsensus Exclusive 1.86e-04 1.76e-03 2.85e-27 3.08e-28 Rare_ComboConsensus Exclusive Overlap 7.28e-04 3.85e-02 4.01e-08 1.11e-06 BRCA-familial Exclusive Overlap 1.39e-10 3.07e-06 4.23e-15 9.12e-12 Overlap Exclusives 2.36e-08 4.69e-06 3.16e-42 7.62e-30 Evaluating how well Rare_ComboConsensus 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) Rare_ComboConsensus Exclusive BRCA-familial 0.97 2.44 4.82 2.59 8.70 BRCA-familial Exclusive Rare_ComboConsensus 0.73 1.53 4.26 4.03 12.24 Rare_ComboConsensus Exclusive BRCA-familial Exclusive 0.96 2.28 4.99 2.61 6.20 BRCA-familial Exclusive Rare_ComboConsensus Exclusive 0.72 1.46 3.80 3.89 13.22 Rare_ComboConsensus Exclusive Overlap 0.98 2.39 2.45 1.77 4.34 BRCA-familial Exclusive Overlap 0.99 1.98 4.40 2.52 4.99 Overlap Exclusives 0.74 2.71 6.28 2.48 13.57 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) Rare_ComboConsensus Exclusive BRCA-familial 0.04 -0.55 7.71 5.05 71.92 BRCA-familial Exclusive Rare_ComboConsensus 0.04 2.98 9.60 13.36 28.47 Rare_ComboConsensus Exclusive BRCA-familial Exclusive 0.02 -1.03 3.14 4.64 54.14 BRCA-familial Exclusive Rare_ComboConsensus Exclusive 0.03 1.54 5.88 8.80 21.16 Rare_ComboConsensus Exclusive Overlap 0.02 1.29 6.27 7.10 48.13 BRCA-familial Exclusive Overlap 0.06 18.74 122.95 75.19 337.91 Overlap Exclusives 0.05 3.80 17.10 10.62 37.73 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 Rare_ComboConsensus Exclusive 250 248 ;PRAMEF11 BRCA-familial Exclusive 16 16 Overlap 7 7