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_Clus3_10xGenes BRCA-somatic 1.47e-02 3.96e-02 2.57e-05 1.43e-11 BRCA-somatic 12kDiscoControls_Clus3_10xGenes 3.50e-04 4.25e-02 8.20e-13 3.86e-07 Evaluating how well 12kDiscoControls_Clus3_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_Clus3_10xGenes BRCA-somatic 0.85 -0.19 3.68 1.12 7.33 BRCA-somatic 12kDiscoControls_Clus3_10xGenes 0.64 1.69 2.69 1.02 5.99 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_Clus3_10xGenes BRCA-somatic 0.01 -1.71 3.93 -0.13 11.38 BRCA-somatic 12kDiscoControls_Clus3_10xGenes 0.01 0.99 5.33 2.12 5.68 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_Clus3_10xGenes 151 151 BRCA-somatic 37 37