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) aging bailey_pancan 1.78e-05 1.31e-01 6.70e-03 1.09e-26 bailey_pancan aging 2.14e-02 6.55e-01 3.53e-07 1.85e-01 Evaluating how well aging genes are linked to bailey_pancan 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) aging bailey_pancan 0.72 -0.83 2.47 0.27 11.41 bailey_pancan aging 0.57 0.62 0.61 0.14 2.23 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) aging bailey_pancan 0.02 -0.99 2.05 -0.12 8.72 bailey_pancan aging 0.00 0.19 -0.38 -0.02 1.20 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 aging 76 75 MUC19 bailey_pancan 200 200