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-GWAS 1.26e-01 7.40e-01 3.89e-02 3.29e-06 BRCA-GWAS AD-Final25 7.25e-01 7.08e-01 1.27e-02 1.00e-02 Evaluating how well AD-Final25 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) AD-Final25 BRCA-GWAS 0.61 0.41 0.54 0.34 5.08 BRCA-GWAS AD-Final25 0.69 -0.32 1.33 1.01 3.28 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-GWAS 0.01 -0.07 -0.80 0.31 2.05 BRCA-GWAS AD-Final25 0.00 -0.91 0.62 0.20 2.22 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-GWAS 173 172