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 8.23e-09 2.88e-09 2.20e-09 2.58e-10 AD 0 20 7.04e-01 5.77e-01 5.85e-02 1.68e-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 0.88 3.49 6.44 3.87 6.03 AD 0 20 0.54 0.59 0.50 0.60 0.88 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 0.02 17.09 52.32 18.63 10.08 AD 0 20 0.02 40.71 28.22 16.92 8.07 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 50 49 AL162417.1 AD 25 25