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) Sigma_EA_R2_50 Exclusive Tier2_gs 5.07e-02 1.90e-02 4.56e-03 1.14e-03 Tier2_gs Exclusive Sigma_EA_R2_50 2.92e-01 9.50e-02 3.32e-03 3.14e-02 Sigma_EA_R2_50 Exclusive Tier2_gs Exclusive 5.50e-02 4.19e-02 9.52e-03 2.80e-03 Tier2_gs Exclusive Sigma_EA_R2_50 Exclusive 4.85e-01 1.75e-01 8.15e-03 4.45e-02 Sigma_EA_R2_50 Exclusive Overlap 7.92e-02 1.58e-01 7.92e-02 1.78e-01 Tier2_gs Exclusive Overlap 1.98e-01 5.94e-01 1.39e-01 1.98e-01 Overlap Exclusives 2.38e-02 8.36e-02 3.31e-06 7.35e-05 Evaluating how well Sigma_EA_R2_50 genes are linked to Tier2_gs 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) Sigma_EA_R2_50 Exclusive Tier2_gs 0.68 1.49 2.32 2.24 4.12 Tier2_gs Exclusive Sigma_EA_R2_50 0.59 1.38 1.01 2.00 1.90 Sigma_EA_R2_50 Exclusive Tier2_gs Exclusive 0.67 1.37 2.39 2.17 3.89 Tier2_gs Exclusive Sigma_EA_R2_50 Exclusive 0.58 1.09 0.78 1.59 2.04 Sigma_EA_R2_50 Exclusive Overlap 0.90 1.61 1.29 1.68 1.34 Tier2_gs Exclusive Overlap 0.84 1.44 0.86 1.38 1.44 Overlap Exclusives 0.63 1.60 2.43 1.67 4.46 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) Sigma_EA_R2_50 Exclusive Tier2_gs 0.01 4.35 8.87 7.49 9.01 Tier2_gs Exclusive Sigma_EA_R2_50 0.01 19.22 14.45 23.77 20.69 Sigma_EA_R2_50 Exclusive Tier2_gs Exclusive 0.01 4.32 8.90 7.48 14.38 Tier2_gs Exclusive Sigma_EA_R2_50 Exclusive 0.01 17.73 11.32 13.61 20.78 Sigma_EA_R2_50 Exclusive Overlap 0.00 0.70 0.45 0.32 0.65 Tier2_gs Exclusive Overlap 0.00 0.46 -0.17 0.62 0.56 Overlap Exclusives 0.01 1.50 3.10 1.40 3.82 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 Sigma_EA_R2_50 Exclusive 49 48 RFPL2 Tier2_gs Exclusive 45 42 IGH;TNSF12;TNSF13 Overlap 1 1