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) magma_0_001 Exclusive dgn 1.62e-02 1.53e-02 6.33e-05 2.46e-11 dgn Exclusive magma_0_001 4.40e-02 8.72e-02 2.67e-05 2.74e-03 magma_0_001 Exclusive dgn Exclusive 1.23e-01 2.18e-02 1.97e-04 2.48e-11 dgn Exclusive magma_0_001 Exclusive 1.62e-01 2.38e-01 1.48e-03 4.46e-02 magma_0_001 Exclusive Overlap 2.79e-02 4.84e-02 2.62e-02 2.09e-02 dgn Exclusive Overlap 1.69e-04 4.61e-04 1.69e-04 1.86e-04 Overlap Exclusives 2.14e-35 7.91e-49 4.27e-71 1.12e-67 Evaluating how well magma_0_001 genes are linked to dgn 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) magma_0_001 Exclusive dgn 0.67 1.11 2.25 1.22 8.20 dgn Exclusive magma_0_001 0.67 4.77 3.01 2.83 3.74 magma_0_001 Exclusive dgn Exclusive 0.67 0.68 1.75 1.11 7.91 dgn Exclusive magma_0_001 Exclusive 0.62 3.99 1.82 1.78 2.58 magma_0_001 Exclusive Overlap 0.84 2.39 1.78 1.67 2.66 dgn Exclusive Overlap 1.00 4.88 2.94 2.95 3.79 Overlap Exclusives 0.85 3.98 17.38 3.71 20.46 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) magma_0_001 Exclusive dgn 0.02 3.34 9.68 4.01 12.24 dgn Exclusive magma_0_001 0.09 233.07 220.44 218.22 271.50 magma_0_001 Exclusive dgn Exclusive 0.02 2.32 6.58 3.10 12.24 dgn Exclusive magma_0_001 Exclusive 0.00 1.52 2.56 2.11 3.16 magma_0_001 Exclusive Overlap 0.00 11.32 17.09 4.74 4.57 dgn Exclusive Overlap 0.69 2137.09 680.91 1636.49 1279.35 Overlap Exclusives 0.16 36.56 178.25 29.73 227.80 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 magma_0_001 Exclusive 27 27 dgn Exclusive 204 202 PCDH11Y;SERPINA3 Overlap 4 4