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) GS EAML_bottom10 1.23e-05 8.90e-04 2.52e-02 2.56e-08 EAML_bottom10 GS 4.29e-04 4.50e-02 3.96e-12 5.45e-01 Evaluating how well GS genes are linked to EAML_bottom10 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) GS EAML_bottom10 0.05 -3.54 -2.46 -1.54 -5.19 EAML_bottom10 GS 0.42 -2.72 -4.03 -3.02 -1.04 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) GS EAML_bottom10 0.00 -0.76 -0.78 -0.12 -1.13 EAML_bottom10 GS 0.00 -1.45 -2.30 -0.87 -0.81 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 GS 14 14 EAML_bottom10 10 10