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_Clus1_10xGenes Exclusive BRCA-somatic 2.32e-02 1.52e-01 8.04e-05 1.26e-14 BRCA-somatic Exclusive 12kDiscoControls_Clus1_10xGenes 1.46e-04 1.77e-02 2.22e-17 2.61e-07 12kDiscoControls_Clus1_10xGenes Exclusive BRCA-somatic Exclusive 1.31e-02 1.62e-01 1.19e-04 1.38e-15 BRCA-somatic Exclusive 12kDiscoControls_Clus1_10xGenes Exclusive 3.58e-04 9.27e-03 8.10e-18 1.36e-06 12kDiscoControls_Clus1_10xGenes Exclusive Overlap 6.77e-01 6.44e-01 7.79e-01 1.63e-01 BRCA-somatic Exclusive Overlap 5.17e-01 5.17e-01 8.08e-02 9.32e-02 Overlap Exclusives 6.80e-02 3.82e-01 2.20e-15 2.53e-10 Evaluating how well 12kDiscoControls_Clus1_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_Clus1_10xGenes Exclusive BRCA-somatic 0.86 -0.41 2.72 1.11 6.72 BRCA-somatic Exclusive 12kDiscoControls_Clus1_10xGenes 0.63 0.42 1.10 0.36 5.73 12kDiscoControls_Clus1_10xGenes Exclusive BRCA-somatic Exclusive 0.87 -0.64 2.90 0.99 7.24 BRCA-somatic Exclusive 12kDiscoControls_Clus1_10xGenes Exclusive 0.62 0.31 0.97 0.72 5.08 12kDiscoControls_Clus1_10xGenes Exclusive Overlap 0.76 0.43 1.04 0.75 1.41 BRCA-somatic Exclusive Overlap 0.89 -0.49 1.51 1.80 1.97 Overlap Exclusives 0.64 1.30 0.43 -0.09 7.21 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_Clus1_10xGenes Exclusive BRCA-somatic 0.01 -1.78 4.25 -0.32 14.33 BRCA-somatic Exclusive 12kDiscoControls_Clus1_10xGenes 0.02 1.03 5.24 1.73 10.47 12kDiscoControls_Clus1_10xGenes Exclusive BRCA-somatic Exclusive 0.01 -1.91 4.88 -0.24 12.16 BRCA-somatic Exclusive 12kDiscoControls_Clus1_10xGenes Exclusive 0.02 0.35 4.34 3.41 7.78 12kDiscoControls_Clus1_10xGenes Exclusive Overlap 0.00 -0.41 0.05 -0.52 0.63 BRCA-somatic Exclusive Overlap 0.01 1.59 66.35 26.04 22.11 Overlap Exclusives 0.02 2.28 1.45 -0.08 9.00 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_Clus1_10xGenes Exclusive 179 178 PNLIPRP2 BRCA-somatic Exclusive 35 35 Overlap 2 2