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 Exclusive BRCA-somatic 4.32e-02 1.26e-02 4.22e-08 6.58e-13 BRCA-somatic Exclusive 12kDiscoControls_10xGenes 2.73e-04 3.15e-02 1.91e-18 8.64e-10 12kDiscoControls_10xGenes Exclusive BRCA-somatic Exclusive 3.23e-01 7.36e-02 1.11e-06 1.12e-11 BRCA-somatic Exclusive 12kDiscoControls_10xGenes Exclusive 2.85e-04 5.28e-02 7.64e-18 2.22e-08 12kDiscoControls_10xGenes Exclusive Overlap 4.36e-07 4.36e-07 4.36e-07 4.36e-07 BRCA-somatic Exclusive Overlap 4.36e-07 4.36e-07 4.36e-07 4.36e-07 Overlap Exclusives 2.93e-17 7.03e-14 2.57e-76 4.10e-33 Evaluating how well 12kDiscoControls_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_10xGenes Exclusive BRCA-somatic 0.87 -1.07 2.58 1.52 7.73 BRCA-somatic Exclusive 12kDiscoControls_10xGenes 0.67 -0.26 2.02 1.34 8.01 12kDiscoControls_10xGenes Exclusive BRCA-somatic Exclusive 0.86 -1.09 2.19 1.27 7.85 BRCA-somatic Exclusive 12kDiscoControls_10xGenes Exclusive 0.67 -0.10 2.21 1.57 6.90 12kDiscoControls_10xGenes Exclusive Overlap 1.00 1.04 3.26 1.35 3.26 BRCA-somatic Exclusive Overlap 0.99 1.14 2.16 1.80 3.17 Overlap Exclusives 0.79 2.92 10.57 2.31 16.23 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 Exclusive BRCA-somatic 0.02 -1.66 7.82 2.98 47.08 BRCA-somatic Exclusive 12kDiscoControls_10xGenes 0.02 -0.22 3.65 2.05 10.77 12kDiscoControls_10xGenes Exclusive BRCA-somatic Exclusive 0.01 -2.18 3.42 0.96 24.46 BRCA-somatic Exclusive 12kDiscoControls_10xGenes Exclusive 0.02 -0.17 3.09 2.36 10.12 12kDiscoControls_10xGenes Exclusive Overlap 0.05 4.16 26.66 24.38 329.73 BRCA-somatic Exclusive Overlap 0.01 0.01 24.27 12.28 51.12 Overlap Exclusives 0.05 5.92 29.90 7.94 56.57 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 Exclusive 164 163 TFDP2 BRCA-somatic Exclusive 34 34 Overlap 3 3