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) AD Hallmark AD GWAS 9.75e-02 2.06e-06 2.41e-06 9.70e-05 AD GWAS AD Hallmark 6.41e-05 1.94e-02 1.24e-04 3.97e-05 Evaluating how well AD Hallmark 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) AD Hallmark AD GWAS 0.95 -0.45 4.07 2.44 1.48 AD GWAS AD Hallmark 1.00 2.14 2.71 2.23 2.12 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) AD Hallmark AD GWAS 0.03 4.88 63.45 13.79 12.21 AD GWAS AD Hallmark 0.02 22.38 7.79 0.61 7.47 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 AD Hallmark 5 5 AD GWAS 23 20 EPHA1;CD2AP;ZCWPW1