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 GWAS 4.73e-08 5.83e-09 2.63e-09 2.20e-10 AD GWAS 0 20 1.07e-01 9.93e-01 1.14e-01 2.73e-01 Evaluating how well 0 20 genes are linked to AD 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) 0 20 AD GWAS 0.82 3.14 4.59 3.28 5.25 AD GWAS 0 20 0.53 0.64 0.12 0.44 1.21 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 GWAS 0.01 10.16 21.58 11.30 10.98 AD GWAS 0 20 0.01 10.56 11.73 4.52 7.91 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 20 128 126 AL162417.1;PRAMEF11 AD GWAS 25 25