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) metaserver Juan 7.13e-01 6.33e-01 6.65e-02 2.90e-04 Juan metaserver 1.75e-01 9.09e-01 1.77e-13 6.03e-02 Evaluating how well metaserver genes are linked to Juan 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) metaserver Juan 0.84 1.28 1.79 1.51 4.13 Juan metaserver 0.55 -0.01 -0.48 -0.16 2.45 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) metaserver Juan 0.00 -0.35 -2.26 0.37 4.78 Juan metaserver 0.01 0.57 0.07 0.59 2.27 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 metaserver 170 170 Juan 12 12