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_CD33 ad_gs_25 4.99e-05 1.47e-05 1.38e-05 5.13e-06 ad_gs_25 data_diff_CD33 7.96e-01 2.87e-01 2.13e-01 5.05e-02 Evaluating how well data_diff_CD33 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_CD33 ad_gs_25 0.83 2.58 5.14 3.49 5.81 ad_gs_25 data_diff_CD33 0.61 1.24 0.88 1.11 1.53 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_CD33 ad_gs_25 0.01 5.12 28.60 19.72 15.13 ad_gs_25 data_diff_CD33 0.01 24.78 7.86 19.24 22.09 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_CD33 16 16 ad_gs_25 25 25