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_Clus0_10xGenes BRCA-somatic 4.63e-03 2.98e-02 4.00e-14 1.99e-18 BRCA-somatic 12kDiscoControls_Clus0_10xGenes 1.51e-04 6.31e-05 9.80e-25 4.67e-13 Evaluating how well 12kDiscoControls_Clus0_10xGenes genes are linked to BRCA-somatic 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_Clus0_10xGenes BRCA-somatic 0.89 -0.75 2.90 1.93 7.04 BRCA-somatic 12kDiscoControls_Clus0_10xGenes 0.73 1.14 4.46 2.55 7.51 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_Clus0_10xGenes BRCA-somatic 0.02 -1.87 5.84 1.81 27.83 BRCA-somatic 12kDiscoControls_Clus0_10xGenes 0.02 -0.51 4.17 5.86 7.29 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_Clus0_10xGenes 121 121 BRCA-somatic 37 37