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 7.79e-01 8.59e-01 4.86e-01 3.39e-02 ad_gwas aging 8.53e-01 2.99e-01 3.51e-01 6.22e-01 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 0.64 0.57 0.87 0.30 2.57 ad_gwas aging 0.51 0.67 0.34 0.22 0.10 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 -0.09 0.26 -0.21 0.19 ad_gwas aging 0.00 -0.06 -0.19 -0.29 -0.48 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 43 43 ad_gwas 25 25