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) eaml adisamel 4.31e-02 7.74e-02 7.99e-03 8.71e-01 adisamel eaml 3.98e-03 4.57e-01 5.45e-06 3.64e-02 Evaluating how well eaml genes are linked to adisamel 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) eaml adisamel 0.51 -1.71 -2.54 -2.03 0.22 adisamel eaml 0.44 -0.49 -1.90 -0.86 -2.80 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) eaml adisamel 0.00 -0.74 -2.05 -1.45 -0.23 adisamel eaml 0.01 -0.95 -1.57 -1.04 -2.11 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 eaml 219 216 AC091959.3;PNMA6F;BX276092.9 adisamel 14 14