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 ad_gwas 3.67e-01 2.86e-01 3.26e-01 1.28e-02 ad_gwas aging 2.22e-01 5.76e-02 2.25e-02 1.91e-02 Evaluating how well aging genes are linked to ad_gwas 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 ad_gwas 0.68 1.41 2.20 0.85 2.95 ad_gwas aging 0.65 2.48 2.63 1.74 2.49 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 ad_gwas 0.00 1.08 1.75 0.02 1.89 ad_gwas aging 0.00 0.74 0.14 0.16 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 27 27 ad_gwas 25 25