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 1.81e-05 2.86e-04 5.72e-07 5.54e-13 BRCA-All-GS Exclusive Common2MethodGenes 2.22e-04 1.87e-03 7.95e-07 9.17e-04 Common2MethodGenes Exclusive BRCA-All-GS Exclusive 5.81e-04 7.17e-03 4.54e-05 3.71e-11 BRCA-All-GS Exclusive Common2MethodGenes Exclusive 1.38e-02 1.42e-01 1.16e-04 7.87e-02 Common2MethodGenes Exclusive Overlap 3.36e-07 5.55e-07 3.36e-07 4.41e-07 BRCA-All-GS Exclusive Overlap 3.36e-07 1.65e-06 3.36e-07 4.24e-07 Overlap Exclusives 1.65e-10 5.27e-12 3.72e-27 3.50e-30 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 1.47 3.25 1.39 8.85 BRCA-All-GS Exclusive Common2MethodGenes 0.62 1.92 2.26 1.37 3.86 Common2MethodGenes Exclusive BRCA-All-GS Exclusive 0.66 1.00 2.49 1.35 9.66 BRCA-All-GS Exclusive Common2MethodGenes Exclusive 0.59 1.18 1.25 0.81 2.84 Common2MethodGenes Exclusive Overlap 0.93 2.38 3.76 2.53 4.36 BRCA-All-GS Exclusive Overlap 0.94 2.44 2.87 2.40 4.75 Overlap Exclusives 0.71 3.21 9.34 3.46 14.37 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 6.49 23.51 7.09 26.81 BRCA-All-GS Exclusive Common2MethodGenes 0.06 71.13 87.72 63.65 103.69 Common2MethodGenes Exclusive BRCA-All-GS Exclusive 0.03 3.21 12.12 4.94 25.21 BRCA-All-GS Exclusive Common2MethodGenes Exclusive 0.01 16.75 16.90 9.24 16.79 Common2MethodGenes Exclusive Overlap 0.04 59.31 44.07 69.15 36.00 BRCA-All-GS Exclusive Overlap 0.37 112.46 98.84 241.02 1470.74 Overlap Exclusives 0.07 9.78 45.25 20.86 67.03 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 79 78 BRCA-All-GS Exclusive 253 253 Overlap 9 9