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 1.37e-01 2.29e-02 9.96e-03 1.24e-03 ad_gwas aging 3.88e-01 3.14e-02 2.49e-03 7.41e-04 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 0.72 1.14 2.94 1.59 3.63 ad_gwas aging 0.64 1.74 3.28 1.75 3.89 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 0.35 2.32 1.38 1.15 ad_gwas aging 0.01 1.56 0.44 0.64 2.22 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 76 75 MUC19 ad_gwas 25 25