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 Ismael 8.65e-02 2.54e-01 4.14e-01 3.68e-01 Ismael EPI 1.19e-01 5.08e-01 5.99e-04 6.32e-01 Evaluating how well EPI genes are linked to Ismael 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 Ismael 0.59 -1.47 -1.11 -0.57 1.07 Ismael EPI 0.50 0.48 -0.87 -0.71 0.07 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 Ismael 0.00 -1.01 -0.57 -0.26 0.05 Ismael EPI 0.01 -0.19 -1.22 -0.77 -0.39 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 110 109 PNMA6F Ismael 14 14