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 9.45e-01 3.57e-01 9.38e-01 1.53e-02 ad_gwas aging 6.95e-01 3.58e-01 2.41e-01 4.73e-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 0.66 0.95 1.58 0.74 3.34 ad_gwas aging 0.53 0.80 0.44 0.38 0.75 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 0.08 1.25 0.18 0.41 ad_gwas aging 0.00 0.21 -0.12 -0.15 -0.06 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 45 45 ad_gwas 25 25