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-somatic 8.29e-05 2.00e-05 2.44e-23 4.36e-28 BRCA-somatic Exclusive Rare_ComboConsensus 5.64e-10 3.05e-03 5.22e-41 2.34e-24 Rare_ComboConsensus Exclusive BRCA-somatic Exclusive 7.66e-04 1.70e-03 7.71e-19 1.57e-21 BRCA-somatic Exclusive Rare_ComboConsensus Exclusive 4.58e-09 9.58e-03 1.57e-35 3.44e-22 Rare_ComboConsensus Exclusive Overlap 5.00e-05 4.87e-04 4.60e-19 2.69e-12 BRCA-somatic Exclusive Overlap 4.60e-19 2.69e-12 4.60e-19 1.12e-14 Overlap Exclusives 7.55e-18 2.93e-09 8.63e-55 7.71e-39 Evaluating how well Rare_ComboConsensus 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) Rare_ComboConsensus Exclusive BRCA-somatic 0.95 1.68 5.23 3.62 10.38 BRCA-somatic Exclusive Rare_ComboConsensus 0.71 -0.59 3.68 3.28 11.58 Rare_ComboConsensus Exclusive BRCA-somatic Exclusive 0.94 1.70 3.69 3.56 8.77 BRCA-somatic Exclusive Rare_ComboConsensus Exclusive 0.70 -0.56 3.33 3.40 10.26 Rare_ComboConsensus Exclusive Overlap 0.99 1.30 3.18 2.28 4.85 BRCA-somatic Exclusive Overlap 0.99 1.83 3.66 2.96 5.57 Overlap Exclusives 0.75 5.66 8.51 3.66 14.30 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-somatic 0.06 -1.13 20.91 5.23 22.13 BRCA-somatic Exclusive Rare_ComboConsensus 0.05 1.63 10.00 12.46 32.17 Rare_ComboConsensus Exclusive BRCA-somatic Exclusive 0.04 -1.62 12.32 3.34 83.91 BRCA-somatic Exclusive Rare_ComboConsensus Exclusive 0.04 1.39 7.43 12.18 25.00 Rare_ComboConsensus Exclusive Overlap 0.04 1.50 30.53 10.67 106.27 BRCA-somatic Exclusive Overlap 0.04 2.97 57.80 52.80 2.69 Overlap Exclusives 0.06 12.11 20.09 14.80 44.35 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 249 247 ;PRAMEF11 BRCA-somatic Exclusive 29 29 Overlap 8 8