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_Clus4_10xGenes BRCA-familial 1.10e-05 2.78e-07 6.14e-10 6.43e-16 BRCA-familial 12kDiscoControls_Clus4_10xGenes 5.88e-14 3.79e-01 2.53e-12 4.59e-05 Evaluating how well 12kDiscoControls_Clus4_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_Clus4_10xGenes BRCA-familial 0.91 1.16 4.76 1.42 6.79 BRCA-familial 12kDiscoControls_Clus4_10xGenes 0.57 0.02 -1.27 -0.21 4.31 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_Clus4_10xGenes BRCA-familial 0.01 -1.23 4.51 -0.49 8.76 BRCA-familial 12kDiscoControls_Clus4_10xGenes 0.02 1.92 2.54 0.99 7.24 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_Clus4_10xGenes 266 266 BRCA-familial 23 23