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) EA 001 Exclusive Somatic 8.77e-01 5.59e-01 7.30e-01 1.83e-08 Somatic Exclusive EA 001 7.27e-05 9.97e-01 1.10e-07 2.73e-01 EA 001 Exclusive Somatic Exclusive 6.75e-01 4.92e-01 3.27e-01 1.13e-08 Somatic Exclusive EA 001 Exclusive 5.18e-05 9.96e-01 4.01e-07 3.81e-01 EA 001 Exclusive Overlap 5.37e-01 5.17e-01 6.10e-01 6.61e-01 Somatic Exclusive Overlap 9.85e-05 4.89e-02 9.85e-05 2.96e-04 Overlap Exclusives 5.33e-02 2.04e-02 1.35e-39 1.12e-04 Evaluating how well EA 001 genes are linked to 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) EA 001 Exclusive Somatic 0.81 -0.12 -1.12 -0.66 6.59 Somatic Exclusive EA 001 0.53 -2.46 0.13 -0.18 1.37 EA 001 Exclusive Somatic Exclusive 0.82 0.09 -0.66 -0.14 7.39 Somatic Exclusive EA 001 Exclusive 0.52 -2.18 -0.15 -0.51 1.09 EA 001 Exclusive Overlap 0.71 -1.64 -2.48 -1.95 0.80 Somatic Exclusive Overlap 0.99 1.77 1.70 2.18 2.25 Overlap Exclusives 0.59 -0.52 0.71 0.53 4.81 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) EA 001 Exclusive Somatic 0.01 -0.21 -1.03 0.06 25.02 Somatic Exclusive EA 001 0.01 -0.89 0.83 0.47 0.73 EA 001 Exclusive Somatic Exclusive 0.02 -0.17 -1.14 0.50 16.23 Somatic Exclusive EA 001 Exclusive 0.01 -1.05 0.16 -0.16 0.58 EA 001 Exclusive Overlap 0.00 -0.72 -0.95 -0.58 -0.10 Somatic Exclusive Overlap 0.01 1.68 5.56 35.92 31.63 Overlap Exclusives 0.02 0.63 3.06 1.05 6.35 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 EA 001 Exclusive 196 192 ATP5MF-PTCD1;CBS;C16orf86;AP000781.2 Somatic Exclusive 35 35 Overlap 2 2