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 BRCA-GWAS 2.11e-06 4.99e-06 1.98e-28 3.55e-16 BRCA-GWAS Exclusive BRCA-Somatic 1.75e-09 2.17e-12 8.64e-20 2.33e-23 BRCA-Somatic Exclusive BRCA-GWAS Exclusive 4.20e-05 6.04e-06 1.17e-26 1.43e-14 BRCA-GWAS Exclusive BRCA-Somatic Exclusive 1.26e-07 2.96e-09 4.21e-15 8.82e-19 BRCA-Somatic Exclusive Overlap 4.31e-07 8.30e-07 3.30e-07 6.12e-07 BRCA-GWAS Exclusive Overlap 1.70e-03 2.34e-04 7.95e-07 1.08e-06 Overlap Exclusives 5.12e-10 1.12e-06 1.57e-28 5.59e-19 Evaluating how well BRCA-Somatic genes are linked to BRCA-GWAS 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 BRCA-GWAS 0.69 4.85 4.79 4.05 7.91 BRCA-GWAS Exclusive BRCA-Somatic 0.96 2.64 5.69 3.51 10.07 BRCA-Somatic Exclusive BRCA-GWAS Exclusive 0.67 4.01 4.58 3.77 7.33 BRCA-GWAS Exclusive BRCA-Somatic Exclusive 0.96 2.56 4.75 3.67 9.07 BRCA-Somatic Exclusive Overlap 0.99 2.79 3.06 3.60 4.79 BRCA-GWAS Exclusive Overlap 0.99 2.09 3.95 2.76 4.52 Overlap Exclusives 0.72 4.65 5.51 3.03 10.89 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 BRCA-GWAS 0.03 4.61 9.47 19.34 23.35 BRCA-GWAS Exclusive BRCA-Somatic 0.23 7.16 65.53 45.04 507.88 BRCA-Somatic Exclusive BRCA-GWAS Exclusive 0.03 3.39 6.22 12.41 10.50 BRCA-GWAS Exclusive BRCA-Somatic Exclusive 0.19 6.43 61.39 42.63 521.48 BRCA-Somatic Exclusive Overlap 0.03 2.54 48.22 91.23 23.51 BRCA-GWAS Exclusive Overlap 0.05 7.92 97.02 37.85 85.76 Overlap Exclusives 0.06 16.38 31.13 21.54 44.91 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 30 30 BRCA-GWAS Exclusive 166 165 Overlap 7 7