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) AD-Final25 BRCA-Familial 1.32e-02 5.28e-01 2.50e-02 7.71e-04 BRCA-Familial AD-Final25 6.91e-01 7.61e-01 1.02e-03 2.03e-02 Evaluating how well AD-Final25 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) AD-Final25 BRCA-Familial 0.71 -1.02 -0.98 -0.33 4.09 BRCA-Familial AD-Final25 0.66 0.50 0.71 0.74 2.78 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) AD-Final25 BRCA-Familial 0.00 -0.62 -0.23 0.08 1.92 BRCA-Familial AD-Final25 0.00 -0.26 -0.34 0.24 -0.02 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 AD-Final25 25 25 BRCA-Familial 31 31