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 25_ad_gwas 2.98e-02 6.00e-01 2.86e-03 1.07e-01 25_ad_gwas aging 1.19e-01 7.04e-01 3.15e-01 4.65e-01 Evaluating how well aging genes are linked to 25_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 25_ad_gwas 0.59 0.08 0.51 -0.47 1.62 25_ad_gwas aging 0.48 0.35 -0.99 -0.27 -0.74 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 25_ad_gwas 0.00 -0.38 -0.21 -0.58 -0.20 25_ad_gwas aging 0.00 -0.21 -0.93 -0.42 -0.49 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 66 65 MUC19 25_ad_gwas 25 25