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 2.73e-04 2.81e-03 4.80e-02 4.12e-02 BRCA-Familial AD-Final25 4.37e-03 7.94e-01 1.40e-01 8.76e-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 0.62 -1.36 -3.76 -1.35 1.74 BRCA-Familial AD-Final25 0.60 -1.49 -1.15 -0.41 1.62 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 -0.83 -2.24 -0.62 0.24 BRCA-Familial AD-Final25 0.00 -1.28 -0.87 -0.55 0.00 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 23 23