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) 17_difference_genes ad_gs_25 2.38e-07 2.88e-09 1.17e-09 3.07e-11 ad_gs_25 17_difference_genes 8.29e-01 2.22e-01 1.15e-01 2.87e-02 Evaluating how well 17_difference_genes 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) 17_difference_genes ad_gs_25 0.87 3.68 7.90 3.71 6.00 ad_gs_25 17_difference_genes 0.63 2.06 1.59 1.64 1.88 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) 17_difference_genes ad_gs_25 0.04 27.11 119.61 40.39 68.14 ad_gs_25 17_difference_genes 0.01 50.40 15.65 26.21 45.25 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 17_difference_genes 17 17 ad_gs_25 25 25