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) plamalogengenes EAML 1.95e-03 6.63e-01 7.00e-03 1.66e-01 EAML plamalogengenes 5.06e-01 5.79e-01 6.62e-01 3.59e-01 Evaluating how well plamalogengenes genes are linked to EAML 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) plamalogengenes EAML 0.53 -0.84 -0.44 -0.71 1.46 EAML plamalogengenes 0.50 -0.23 -0.35 -0.32 -0.01 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) plamalogengenes EAML 0.01 -0.84 -0.53 -0.57 0.69 EAML plamalogengenes 0.00 -0.44 -0.50 -0.36 -0.40 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 plamalogengenes 9 9 EAML 206 205