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 adesmael 4.87e-02 2.02e-01 1.88e-01 3.39e-01 adesmael epi 1.62e-01 5.71e-01 2.27e-03 6.91e-01 Evaluating how well epi genes are linked to adesmael 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 adesmael 0.59 -1.21 -1.20 -0.80 1.15 adesmael epi 0.50 0.67 -0.91 -0.77 -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 adesmael 0.00 -0.97 -0.60 -0.59 0.09 adesmael epi 0.01 0.11 -1.09 -0.50 -0.50 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 adesmael 14 14