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 4.47e-06 7.27e-07 9.51e-04 6.54e-37 geneAgeAll aging 6.34e-02 3.18e-01 1.01e-06 4.62e-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 0.74 0.43 6.71 0.86 13.05 geneAgeAll aging 0.52 2.43 0.17 -0.32 0.91 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 0.03 -0.53 7.46 0.03 13.79 geneAgeAll aging 0.01 3.42 0.31 -0.24 0.83 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 104 103 MUC19 geneAgeAll 307 306 TERC