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 Familial GS 6.91e-02 1.21e-01 3.52e-03 7.89e-03 Familial GS EPI 7.51e-05 1.36e-01 1.22e-03 7.82e-03 Evaluating how well EPI genes are linked to Familial 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 Familial GS 0.67 -1.70 -2.67 -1.82 3.44 Familial GS EPI 0.41 -0.58 -2.34 -2.38 -3.12 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 Familial GS 0.00 -1.24 -1.71 -1.10 0.94 Familial GS EPI 0.00 -0.08 -1.67 -1.08 -1.26 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 114 113 DKK 3.00 Familial GS 31 31