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 genAgeAll 4.35e-04 1.29e-05 6.34e-11 3.30e-45 genAgeAll aging 3.54e-02 2.42e-01 8.15e-09 6.11e-03 Evaluating how well aging genes are linked to genAgeAll 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 genAgeAll 0.76 0.50 5.88 1.74 15.53 genAgeAll aging 0.63 3.61 2.39 2.06 3.62 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 genAgeAll 0.04 -0.38 6.82 1.35 22.37 genAgeAll aging 0.01 2.15 1.46 2.32 2.43 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 67 67 genAgeAll 307 306 TERC