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) Common2MethodGenes Exclusive BRCA-All-GS 7.09e-05 5.91e-04 1.91e-06 1.43e-13 BRCA-All-GS Exclusive Common2MethodGenes 3.23e-04 2.10e-03 4.86e-07 7.72e-04 Common2MethodGenes Exclusive BRCA-All-GS Exclusive 4.25e-03 1.11e-02 1.01e-04 5.53e-12 BRCA-All-GS Exclusive Common2MethodGenes Exclusive 2.06e-02 1.53e-01 8.21e-05 6.33e-02 Common2MethodGenes Exclusive Overlap 3.36e-07 5.55e-07 3.36e-07 5.34e-07 BRCA-All-GS Exclusive Overlap 3.36e-07 2.30e-06 3.36e-07 4.41e-07 Overlap Exclusives 1.57e-10 1.55e-11 2.17e-27 2.62e-31 Evaluating how well Common2MethodGenes genes are linked to BRCA-All-GS 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) Common2MethodGenes Exclusive BRCA-All-GS 0.67 1.28 3.13 1.53 9.98 BRCA-All-GS Exclusive Common2MethodGenes 0.63 1.82 1.84 1.20 4.50 Common2MethodGenes Exclusive BRCA-All-GS Exclusive 0.66 0.71 2.53 1.10 7.81 BRCA-All-GS Exclusive Common2MethodGenes Exclusive 0.59 1.76 1.00 0.82 2.72 Common2MethodGenes Exclusive Overlap 0.93 2.47 3.95 2.37 4.48 BRCA-All-GS Exclusive Overlap 0.92 1.92 2.71 2.32 4.13 Overlap Exclusives 0.72 3.27 7.02 3.53 13.95 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) Common2MethodGenes Exclusive BRCA-All-GS 0.04 4.12 17.25 7.13 24.27 BRCA-All-GS Exclusive Common2MethodGenes 0.06 55.17 95.42 69.34 121.67 Common2MethodGenes Exclusive BRCA-All-GS Exclusive 0.03 2.04 11.68 4.01 16.70 BRCA-All-GS Exclusive Common2MethodGenes Exclusive 0.01 17.65 13.07 9.76 9.28 Common2MethodGenes Exclusive Overlap 0.03 44.52 37.53 42.14 65.48 BRCA-All-GS Exclusive Overlap 0.37 139.50 104.87 358.99 874.76 Overlap Exclusives 0.07 8.94 37.02 21.30 67.72 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 Common2MethodGenes Exclusive 73 73 BRCA-All-GS Exclusive 248 248 Overlap 10 9