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 singleton 8.31e-01 6.62e-01 9.21e-01 1.17e-02 singleton eaml 1.69e-04 5.89e-02 8.54e-09 5.42e-02 Evaluating how well eaml genes are linked to singleton 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 singleton 0.66 -0.39 -0.64 -0.23 2.74 singleton eaml 0.48 -0.91 -0.98 -0.54 -0.48 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 singleton 0.00 -0.40 -0.49 -0.36 0.65 singleton eaml 0.01 -0.17 -0.48 -0.02 -0.24 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 103 103 singleton 21 21