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) diff_15 ad_gs_25 2.21e-04 1.25e-05 1.99e-06 2.87e-06 ad_gs_25 diff_15 8.83e-01 8.99e-01 7.59e-01 2.02e-01 Evaluating how well diff_15 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) diff_15 ad_gs_25 0.81 2.38 4.55 2.45 6.24 ad_gs_25 diff_15 0.61 0.70 0.46 0.57 1.45 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) diff_15 ad_gs_25 0.02 21.64 44.14 16.66 14.29 ad_gs_25 diff_15 0.01 18.61 15.38 27.37 18.58 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 diff_15 15 15 ad_gs_25 25 25