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_CDH3 ad_gs_25 1.03e-06 3.33e-08 1.87e-08 8.31e-10 ad_gs_25 data_diff_CDH3 8.30e-01 2.89e-01 1.44e-01 4.08e-02 Evaluating how well data_diff_CDH3 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_CDH3 ad_gs_25 0.87 3.95 6.61 3.32 6.34 ad_gs_25 data_diff_CDH3 0.62 1.56 1.03 1.07 1.68 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_CDH3 ad_gs_25 0.04 55.80 101.70 22.44 54.69 ad_gs_25 data_diff_CDH3 0.02 17.48 44.25 42.24 61.50 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_CDH3 16 16 ad_gs_25 25 25