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_EIF4E1B ad_gs_25 1.87e-08 2.41e-09 1.20e-09 4.95e-11 ad_gs_25 data_diff_EIF4E1B 8.48e-01 2.51e-01 1.25e-01 4.32e-02 Evaluating how well data_diff_EIF4E1B 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_EIF4E1B ad_gs_25 0.87 4.16 6.31 3.34 5.76 ad_gs_25 data_diff_EIF4E1B 0.64 2.23 1.51 1.64 1.89 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_EIF4E1B ad_gs_25 0.04 51.82 112.59 36.09 95.47 ad_gs_25 data_diff_EIF4E1B 0.02 56.15 24.31 36.77 26.55 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_EIF4E1B 16 16 ad_gs_25 25 25