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) 100_GeneEmbed_AD Exclusive GS_tier2 5.77e-03 8.09e-02 7.65e-06 1.40e-04 GS_tier2 Exclusive 100_GeneEmbed_AD 9.16e-04 1.18e-05 9.54e-11 2.79e-18 100_GeneEmbed_AD Exclusive GS_tier2 Exclusive 1.27e-02 1.72e-01 9.61e-05 1.14e-03 GS_tier2 Exclusive 100_GeneEmbed_AD Exclusive 9.16e-04 1.18e-05 6.78e-11 1.58e-17 100_GeneEmbed_AD Exclusive Overlap 1.48e-03 4.58e-02 9.85e-04 2.07e-02 GS_tier2 Exclusive Overlap 8.90e-02 1.26e-01 8.90e-02 9.32e-02 Overlap Exclusives 4.76e-13 7.23e-21 8.89e-26 5.80e-35 Evaluating how well 100_GeneEmbed_AD genes are linked to GS_tier2 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) 100_GeneEmbed_AD Exclusive GS_tier2 0.70 2.99 2.96 2.65 4.62 GS_tier2 Exclusive 100_GeneEmbed_AD 0.79 1.99 5.98 2.22 10.98 100_GeneEmbed_AD Exclusive GS_tier2 Exclusive 0.69 2.59 2.40 2.81 3.86 GS_tier2 Exclusive 100_GeneEmbed_AD Exclusive 0.79 2.13 5.97 2.38 9.11 100_GeneEmbed_AD Exclusive Overlap 0.93 2.90 1.98 1.81 2.18 GS_tier2 Exclusive Overlap 0.90 2.16 1.69 1.82 1.83 Overlap Exclusives 0.81 1.71 10.92 1.99 11.56 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) 100_GeneEmbed_AD Exclusive GS_tier2 0.01 -0.04 4.41 3.42 7.35 GS_tier2 Exclusive 100_GeneEmbed_AD 0.02 3.00 13.77 7.17 15.26 100_GeneEmbed_AD Exclusive GS_tier2 Exclusive 0.01 -0.24 3.05 3.05 4.86 GS_tier2 Exclusive 100_GeneEmbed_AD Exclusive 0.02 2.91 12.66 7.06 24.60 100_GeneEmbed_AD Exclusive Overlap 0.00 5.47 3.05 1.58 5.10 GS_tier2 Exclusive Overlap 0.01 19.73 18.09 22.04 1.24 Overlap Exclusives 0.03 2.69 22.21 2.75 17.17 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 100_GeneEmbed_AD Exclusive 98 97 SIGLEC5 GS_tier2 Exclusive 44 41 IGH;TNSF12;TNSF13 Overlap 2 2