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) EPI GS1 9.62e-01 9.77e-01 9.89e-01 6.28e-02 GS1 EPI 5.54e-01 7.63e-01 4.62e-05 6.32e-01 Evaluating how well EPI genes are linked to GS1 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) EPI GS1 0.69 -0.54 -0.19 -0.53 2.39 GS1 EPI 0.49 -0.29 -0.57 -0.26 -0.39 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) EPI GS1 0.00 -0.36 -0.25 -0.37 0.89 GS1 EPI 0.00 -0.15 -0.54 -0.30 -0.32 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 EPI 55 55 GS1 12 11 Parkin