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 6.23e-01 3.01e-02 4.80e-01 5.66e-03 ad_gwas aging 4.01e-01 1.42e-01 2.55e-01 5.95e-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 0.70 1.31 2.33 1.43 2.92 ad_gwas aging 0.51 0.25 -0.30 0.06 0.32 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 0.68 1.58 0.72 0.10 ad_gwas aging 0.00 0.14 -0.13 -0.14 0.01 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 64 64 ad_gwas 25 25