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_DAG1 ad_gs_25 3.64e-07 1.45e-08 5.34e-09 6.08e-10 ad_gs_25 data_diff_DAG1 7.69e-01 3.80e-01 1.81e-01 7.27e-02 Evaluating how well data_diff_DAG1 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_DAG1 ad_gs_25 0.88 4.32 7.13 4.10 6.23 ad_gs_25 data_diff_DAG1 0.62 1.37 1.11 1.47 1.87 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_DAG1 ad_gs_25 0.04 26.38 131.27 65.21 76.98 ad_gs_25 data_diff_DAG1 0.02 42.71 25.70 2.25 52.69 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_DAG1 16 16 ad_gs_25 25 25