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) 12kDiscoControls_Clus5_10xGenes BRCA-familial 6.43e-01 6.08e-01 2.41e-02 1.36e-06 BRCA-familial 12kDiscoControls_Clus5_10xGenes 1.30e-04 4.22e-01 9.36e-05 7.17e-04 Evaluating how well 12kDiscoControls_Clus5_10xGenes 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) 12kDiscoControls_Clus5_10xGenes BRCA-familial 0.79 -0.51 0.90 0.47 4.59 BRCA-familial 12kDiscoControls_Clus5_10xGenes 0.62 -0.67 -0.12 0.30 4.38 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) 12kDiscoControls_Clus5_10xGenes BRCA-familial 0.00 -0.78 -0.52 -0.05 2.44 BRCA-familial 12kDiscoControls_Clus5_10xGenes 0.01 -0.36 0.78 0.99 3.80 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 12kDiscoControls_Clus5_10xGenes 96 96 BRCA-familial 23 23