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) APOE3 Age filtered_z35 Exclusive tier1_31 5.18e-01 2.99e-01 1.82e-01 5.80e-02 tier1_31 Exclusive APOE3 Age filtered_z35 1.02e-01 8.86e-01 5.50e-01 2.72e-01 APOE3 Age filtered_z35 Exclusive tier1_31 Exclusive 5.25e-01 1.95e-01 1.82e-01 4.35e-02 tier1_31 Exclusive APOE3 Age filtered_z35 Exclusive 1.52e-01 8.68e-01 6.81e-01 4.78e-01 APOE3 Age filtered_z35 Exclusive Overlap 6.73e-01 9.70e-01 8.71e-01 9.11e-01 tier1_31 Exclusive Overlap 1.98e-02 1.98e-02 1.98e-02 1.98e-02 Overlap Exclusives 3.58e-07 3.09e-06 9.19e-08 5.96e-07 Evaluating how well APOE3 Age filtered_z35 genes are linked to tier1_31 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) APOE3 Age filtered_z35 Exclusive tier1_31 0.59 -0.02 0.22 0.02 1.56 tier1_31 Exclusive APOE3 Age filtered_z35 0.53 0.25 0.08 0.42 1.43 APOE3 Age filtered_z35 Exclusive tier1_31 Exclusive 0.60 -0.06 0.29 0.11 1.59 tier1_31 Exclusive APOE3 Age filtered_z35 Exclusive 0.53 0.10 -0.09 0.11 0.91 APOE3 Age filtered_z35 Exclusive Overlap 0.54 0.36 -0.15 -0.01 -0.04 tier1_31 Exclusive Overlap 1.00 1.99 1.78 1.92 1.46 Overlap Exclusives 0.62 2.57 3.40 2.41 4.74 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) APOE3 Age filtered_z35 Exclusive tier1_31 0.00 -0.02 0.81 -0.10 1.28 tier1_31 Exclusive APOE3 Age filtered_z35 0.01 1.89 0.76 1.69 1.93 APOE3 Age filtered_z35 Exclusive tier1_31 Exclusive 0.00 -0.04 0.92 0.15 0.86 tier1_31 Exclusive APOE3 Age filtered_z35 Exclusive 0.01 0.36 -0.20 0.16 0.07 APOE3 Age filtered_z35 Exclusive Overlap 0.00 -0.20 -0.38 -0.27 -0.22 tier1_31 Exclusive Overlap 0.06 117.18 102.19 138.25 74.87 Overlap Exclusives 0.03 12.54 33.38 19.73 22.93 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 APOE3 Age filtered_z35 Exclusive 105 103 AC093155.3;RFPL2 tier1_31 Exclusive 30 29 MS4A Overlap 1 1