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) EPI128 SS 6.42e-01 7.27e-01 4.00e-01 9.20e-01 SS EPI128 3.73e-01 8.21e-01 5.29e-01 4.24e-02 Evaluating how well EPI128 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) EPI128 SS 0.50 -0.61 -0.89 -0.64 0.04 SS EPI128 0.45 -0.97 -0.98 -0.94 -2.00 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) EPI128 SS 0.00 -0.75 -0.38 -0.36 -0.19 SS EPI128 0.01 -0.84 -1.09 -0.98 -1.43 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 EPI128 128 127 AC010255.3 SS 11 11