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) data_diff_GAS2 ad_gs_25 3.24e-08 3.65e-09 1.49e-10 4.32e-11 ad_gs_25 data_diff_GAS2 5.97e-01 2.89e-01 1.54e-01 4.14e-02 Evaluating how well data_diff_GAS2 genes are linked to ad_gs_25 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) data_diff_GAS2 ad_gs_25 0.88 4.05 6.23 3.65 6.48 ad_gs_25 data_diff_GAS2 0.63 1.36 1.33 1.44 1.83 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) data_diff_GAS2 ad_gs_25 0.04 29.60 99.96 49.00 44.87 ad_gs_25 data_diff_GAS2 0.02 32.83 21.72 60.77 33.58 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 data_diff_GAS2 16 16 ad_gs_25 25 25