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) kw_aging Exclusive tier1_AD 7.86e-01 1.66e-01 6.71e-02 5.79e-03 tier1_AD Exclusive kw_aging 3.85e-04 1.02e-01 5.25e-02 7.26e-01 kw_aging Exclusive tier1_AD Exclusive 6.80e-01 1.62e-01 9.63e-02 1.46e-02 tier1_AD Exclusive kw_aging Exclusive 2.00e-04 6.95e-02 7.08e-02 6.76e-01 kw_aging Exclusive Overlap 2.77e-01 1.98e-02 1.19e-01 7.92e-02 tier1_AD Exclusive Overlap 1.98e-02 1.98e-02 1.98e-02 1.98e-02 Overlap Exclusives 1.88e-03 6.81e-04 1.89e-29 2.30e-05 Evaluating how well kw_aging genes are linked to tier1_AD 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) kw_aging Exclusive tier1_AD 0.65 0.56 1.11 0.91 3.26 tier1_AD Exclusive kw_aging 0.51 -1.35 -2.15 -1.14 0.25 kw_aging Exclusive tier1_AD Exclusive 0.63 0.58 1.13 0.80 2.48 tier1_AD Exclusive kw_aging Exclusive 0.51 -1.54 -2.20 -1.06 -0.00 kw_aging Exclusive Overlap 0.97 0.53 881225442216575.00 0.98 1.53 tier1_AD Exclusive Overlap 1.00 1.28 inf 1.62 1.90 Overlap Exclusives 0.65 139603361535173.00 3.86 2.18 5.71 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) kw_aging Exclusive tier1_AD 0.00 0.14 0.39 0.49 2.58 tier1_AD Exclusive kw_aging 0.01 0.59 2.02 0.55 2.24 kw_aging Exclusive tier1_AD Exclusive 0.00 0.26 0.48 -0.00 1.22 tier1_AD Exclusive kw_aging Exclusive 0.00 -0.10 0.15 0.10 1.01 kw_aging Exclusive Overlap 0.00 -0.17 20740945745735456.00 0.28 1.34 tier1_AD Exclusive Overlap 0.02 16.28 151272923003761312.00 74.13 68.64 Overlap Exclusives 0.02 7078281144878778.00 19.32 12.88 11.29 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 kw_aging Exclusive 79 76 KN3KRP;LINC02049;CDKN2B-AS1 tier1_AD Exclusive 30 29 MS4A Overlap 1 1