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 JUAN 7.77e-01 9.72e-01 7.53e-01 4.45e-02 JUAN EPI 9.20e-01 8.53e-01 4.96e-10 4.86e-02 Evaluating how well EPI genes are linked to JUAN 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 JUAN 0.70 -0.97 -0.50 -0.65 2.21 JUAN EPI 0.46 0.15 -0.73 -0.74 -1.77 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 JUAN 0.00 -0.56 -0.11 -0.58 0.75 JUAN EPI 0.01 -0.07 -0.88 -0.66 -1.25 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 138 138 JUAN 12 12