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-noBRCAs 3.77e-02 5.74e-02 3.33e-07 4.11e-13 BRCA-somatic-noBRCAs Exclusive 12kDiscoControls_10xGenes 2.69e-03 1.72e-02 3.94e-20 7.32e-10 12kDiscoControls_10xGenes Exclusive BRCA-somatic-noBRCAs Exclusive 3.23e-01 2.40e-01 1.18e-05 4.81e-11 BRCA-somatic-noBRCAs Exclusive 12kDiscoControls_10xGenes Exclusive 3.03e-03 1.99e-02 2.62e-18 7.15e-09 12kDiscoControls_10xGenes Exclusive Overlap 4.36e-07 4.36e-07 4.36e-07 4.36e-07 BRCA-somatic-noBRCAs Exclusive Overlap 4.36e-07 4.36e-07 4.36e-07 8.71e-06 Overlap Exclusives 4.97e-14 1.18e-12 2.53e-84 4.21e-32 Evaluating how well 12kDiscoControls_10xGenes genes are linked to BRCA-somatic-noBRCAs 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-noBRCAs 0.86 -1.22 2.34 1.21 7.75 BRCA-somatic-noBRCAs Exclusive 12kDiscoControls_10xGenes 0.68 0.06 2.33 1.66 7.54 12kDiscoControls_10xGenes Exclusive BRCA-somatic-noBRCAs Exclusive 0.85 -1.15 1.57 1.13 7.79 BRCA-somatic-noBRCAs Exclusive 12kDiscoControls_10xGenes Exclusive 0.67 0.10 1.87 1.35 7.29 12kDiscoControls_10xGenes Exclusive Overlap 1.00 0.97 2.96 1.33 2.90 BRCA-somatic-noBRCAs Exclusive Overlap 0.99 1.14 1.98 1.83 3.26 Overlap Exclusives 0.79 2.86 8.88 2.67 16.47 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-noBRCAs 0.02 -1.91 8.52 1.62 49.16 BRCA-somatic-noBRCAs Exclusive 12kDiscoControls_10xGenes 0.02 -0.29 3.54 3.73 8.84 12kDiscoControls_10xGenes Exclusive BRCA-somatic-noBRCAs Exclusive 0.01 -2.04 1.95 0.72 19.43 BRCA-somatic-noBRCAs Exclusive 12kDiscoControls_10xGenes Exclusive 0.02 -0.39 2.59 2.70 5.93 12kDiscoControls_10xGenes Exclusive Overlap 0.05 3.48 26.89 7.65 125.22 BRCA-somatic-noBRCAs Exclusive Overlap 0.01 0.12 24.15 19.46 17.57 Overlap Exclusives 0.05 6.05 24.73 9.27 38.75 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-noBRCAs Exclusive 32 32 Overlap 3 3