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) 5K_old 14GS 9.63e-05 3.28e-06 5.49e-04 9.33e-07 14GS 5K_old 5.15e-01 4.27e-01 9.09e-06 5.87e-01 Evaluating how well 5K_old genes are linked to 14GS 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) 5K_old 14GS 0.85 2.51 4.81 2.32 4.34 14GS 5K_old 0.50 2.42 0.83 0.98 0.05 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) 5K_old 14GS 0.00 5.18 11.83 4.09 6.68 14GS 5K_old 0.01 3.84 4.31 2.78 1.99 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 5K_old 98 98 14GS 14 14