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 5.82e-01 6.38e-01 6.75e-02 3.91e-04 Juan metaserver 1.38e-01 8.69e-01 1.58e-12 8.06e-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 1.25 1.99 1.68 3.85 Juan metaserver 0.55 -0.22 -0.60 -0.17 2.46 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 -0.50 -2.36 0.49 1.47 Juan metaserver 0.01 0.52 -0.06 0.52 1.44 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