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 GS 3.89e-01 4.40e-01 2.98e-01 5.79e-03 GS EPI 5.14e-01 8.51e-01 8.42e-14 4.72e-01 Evaluating how well EPI genes are linked to GS 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 GS 0.71 -0.37 0.45 -0.52 2.45 GS EPI 0.48 0.21 -0.12 -0.10 -0.97 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 GS 0.00 -0.72 -0.58 -0.95 1.15 GS EPI 0.01 0.30 -0.57 -0.44 -1.03 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 127 126 AC010255.3 GS 12 12