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 geneAgeAll 6.12e-03 4.44e-09 1.85e-02 3.21e-41 geneAgeAll aging 2.15e-01 3.84e-02 5.65e-05 3.57e-01 Evaluating how well aging genes are linked to geneAgeAll 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 geneAgeAll 0.76 1.67 7.17 1.53 14.99 geneAgeAll aging 0.49 1.36 -1.06 -0.45 -0.12 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 geneAgeAll 0.04 1.21 7.87 1.25 20.32 geneAgeAll aging 0.00 2.34 0.22 -0.06 0.68 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 64 64 geneAgeAll 307 306 TERC