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) APOE44 AD of ADC HC of OLD excluding APOE34_4_84 tier2_gs 2.93e-01 1.32e-01 1.45e-01 1.06e-02 tier2_gs APOE44 AD of ADC HC of OLD excluding APOE34_4_84 5.01e-01 2.77e-01 7.73e-03 3.11e-01 Evaluating how well APOE44 AD of ADC HC of OLD excluding APOE34_4_84 genes are linked to tier2_gs 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) APOE44 AD of ADC HC of OLD excluding APOE34_4_84 tier2_gs 0.64 0.88 1.32 1.26 3.18 tier2_gs APOE44 AD of ADC HC of OLD excluding APOE34_4_84 0.55 1.76 1.73 1.62 1.60 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) APOE44 AD of ADC HC of OLD excluding APOE34_4_84 tier2_gs 0.00 1.66 3.88 2.66 0.54 tier2_gs APOE44 AD of ADC HC of OLD excluding APOE34_4_84 0.01 1.90 0.50 1.45 0.35 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 APOE44 AD of ADC HC of OLD excluding APOE34_4_84 84 83 TMEM191C tier2_gs 46 43 IGH;TNSF12;TNSF13