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) 0 20 AD 1.23e-08 3.65e-09 4.89e-09 1.78e-09 AD 0 20 5.23e-01 7.91e-01 1.42e-01 4.96e-01 Evaluating how well 0 20 genes are linked to 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) 0 20 AD 0.86 3.45 6.68 3.80 6.66 AD 0 20 0.52 0.56 0.41 0.47 0.77 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) 0 20 AD 0.01 15.38 37.48 15.54 17.14 AD 0 20 0.02 17.04 24.08 13.47 21.57 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 0 20 75 74 AL162417.1 AD 25 25