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) LOAD GWAS 1.44e-01 6.19e-02 6.06e-02 2.73e-03 GWAS LOAD 3.98e-01 2.84e-01 1.05e-01 1.93e-01 Evaluating how well LOAD genes are linked to GWAS 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) LOAD GWAS 0.66 0.61 1.66 0.79 2.98 GWAS LOAD 0.55 1.49 1.29 1.11 1.77 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) LOAD GWAS 0.00 0.15 1.65 0.34 1.41 GWAS LOAD 0.01 1.08 1.04 0.56 0.21 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 LOAD 116 116 GWAS 25 25