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) EAML2 13_GS 3.29e-01 5.00e-02 3.98e-02 1.99e-04 13_GS EAML2 5.96e-01 9.95e-02 6.67e-04 7.79e-02 Evaluating how well EAML2 genes are linked to 13_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) EAML2 13_GS 0.81 1.40 3.26 2.17 4.03 13_GS EAML2 0.61 2.78 2.42 2.19 2.35 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) EAML2 13_GS 0.00 0.60 1.07 1.98 0.10 13_GS EAML2 0.00 3.21 0.95 2.39 2.09 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 EAML2 34 34 13_GS 14 14