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) Top51_SKATO tier2 4.83e-02 2.16e-02 2.57e-02 1.36e-04 tier2 Top51_SKATO 3.04e-01 3.65e-01 8.57e-02 4.23e-01 Evaluating how well Top51_SKATO genes are linked to tier2 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) Top51_SKATO tier2 0.67 1.71 2.78 1.85 3.90 tier2 Top51_SKATO 0.54 0.81 0.53 0.54 0.67 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) Top51_SKATO tier2 0.01 2.97 8.33 4.48 1.26 tier2 Top51_SKATO 0.03 49.10 35.52 30.83 39.75 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 Top51_SKATO 50 46 CTD-2611O12.2;AC008734.1;AC008734.2;CTC-512J12.6 tier2 46 43 TNSF13;TNSF12;IGH