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) Rare2MethodGenes AD-GS 1.90e-01 1.12e-01 2.98e-03 2.78e-04 AD-GS Rare2MethodGenes 4.66e-04 9.36e-01 2.11e-01 1.83e-02 Evaluating how well Rare2MethodGenes genes are linked to AD-GS 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) Rare2MethodGenes AD-GS 0.72 1.62 2.31 1.56 3.69 AD-GS Rare2MethodGenes 0.57 -0.38 0.41 0.01 3.32 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) Rare2MethodGenes AD-GS 0.00 0.51 0.09 0.84 2.46 AD-GS Rare2MethodGenes 0.01 1.09 1.69 1.18 4.79 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 Rare2MethodGenes 152 148 ;undefined;C4B_2;SSPO AD-GS 25 24 HLA -DRB1