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) 125 genes Juan 2.44e-02 3.28e-02 4.80e-05 6.79e-07 Juan 125 genes 5.61e-01 6.15e-01 2.55e-09 3.01e-03 Evaluating how well 125 genes 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) 125 genes Juan 0.91 2.04 3.47 2.75 5.55 Juan 125 genes 0.58 0.62 -0.04 0.18 3.10 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) 125 genes Juan 0.00 0.57 2.64 3.04 6.95 Juan 125 genes 0.01 4.07 1.85 1.45 4.88 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 125 genes 125 125 Juan 12 12