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 Juan 6.65e-02 3.49e-01 1.24e-01 7.39e-03 Juan EAML 1.02e-01 2.71e-01 1.06e-14 1.20e-01 Evaluating how well EAML 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) EAML Juan 0.72 -1.04 -0.37 -0.70 2.29 Juan EAML 0.46 -1.22 -2.04 -1.17 -1.95 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 Juan 0.00 -0.97 -0.80 -1.03 1.36 Juan EAML 0.01 -0.50 -1.41 -0.80 -1.38 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 199 199 Juan 12 12