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_10xGenes BRCA-familial 6.11e-01 5.05e-01 3.45e-02 1.91e-06 BRCA-familial 12kDiscoControls_10xGenes 1.03e-04 4.90e-01 4.20e-05 1.04e-03 Evaluating how well 12kDiscoControls_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_10xGenes BRCA-familial 0.79 -0.49 1.04 0.45 4.81 BRCA-familial 12kDiscoControls_10xGenes 0.62 -0.61 -0.16 0.35 4.32 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_10xGenes BRCA-familial 0.00 -0.78 -0.55 -0.13 1.93 BRCA-familial 12kDiscoControls_10xGenes 0.01 -0.34 0.64 0.67 4.07 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_10xGenes 96 96 BRCA-familial 23 23