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) LBD_male Exclusive AD_tier1_31 6.06e-04 9.80e-04 6.32e-05 2.35e-05 AD_tier1_31 Exclusive LBD_male 6.32e-02 2.19e-03 3.95e-03 6.68e-05 LBD_male Exclusive AD_tier1_31 Exclusive 6.99e-04 4.81e-04 9.63e-06 2.76e-05 AD_tier1_31 Exclusive LBD_male Exclusive 7.03e-02 1.68e-03 5.40e-03 4.32e-05 LBD_male Exclusive Overlap 5.54e-01 1.98e-02 7.92e-02 7.92e-02 AD_tier1_31 Exclusive Overlap 1.98e-02 1.98e-02 1.98e-02 3.96e-02 Overlap Exclusives 1.50e-04 9.75e-05 1.21e-48 2.69e-10 Evaluating how well LBD_male genes are linked to AD_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) LBD_male Exclusive AD_tier1_31 0.73 2.38 3.42 1.76 3.96 AD_tier1_31 Exclusive LBD_male 0.63 3.46 3.63 3.05 4.54 LBD_male Exclusive AD_tier1_31 Exclusive 0.72 2.01 3.44 2.44 4.52 AD_tier1_31 Exclusive LBD_male Exclusive 0.62 3.59 3.38 2.81 5.24 LBD_male Exclusive Overlap 0.98 0.55 -124137081470062.00 1.07 1.73 AD_tier1_31 Exclusive Overlap 1.00 1.07 inf 1.45 1.82 Overlap Exclusives 0.67 377916128426896.00 6.46 2.50 6.34 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) LBD_male Exclusive AD_tier1_31 0.01 5.44 7.44 3.13 9.01 AD_tier1_31 Exclusive LBD_male 0.01 5.34 3.23 6.44 4.05 LBD_male Exclusive AD_tier1_31 Exclusive 0.01 3.57 11.49 6.11 2.17 AD_tier1_31 Exclusive LBD_male Exclusive 0.01 5.26 1.64 5.21 7.14 LBD_male Exclusive Overlap 0.00 -0.18 -inf 2.18 1.90 AD_tier1_31 Exclusive Overlap 0.02 17.06 151272923003761312.00 57.54 8.81 Overlap Exclusives 0.02 2326773939787428.00 8.06 4.98 16.83 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 LBD_male Exclusive 115 115 AD_tier1_31 Exclusive 30 29 MS4A Overlap 1 1