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) EAML99 SS 3.26e-01 5.38e-01 2.49e-01 7.21e-01 SS EAML99 8.90e-02 3.82e-01 9.18e-01 8.99e-02 Evaluating how well EAML99 genes are linked to SS 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) EAML99 SS 0.51 -0.64 -0.83 -0.83 0.08 SS EAML99 0.44 -1.38 -1.89 -1.31 -1.94 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) EAML99 SS 0.00 -0.73 -0.87 -0.54 -0.34 SS EAML99 0.00 -0.69 -1.08 -0.88 -0.79 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 EAML99 99 99 SS 11 11