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) Overlap btw Combined and Male GWAS 5.26e-01 3.94e-01 1.08e-01 9.06e-02 GWAS Overlap btw Combined and Male 8.13e-02 2.98e-01 1.07e-01 1.73e-02 Evaluating how well Overlap btw Combined and Male 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) Overlap btw Combined and Male GWAS 0.61 0.01 0.40 -0.17 1.77 GWAS Overlap btw Combined and Male 0.44 0.23 -0.25 -0.26 -1.15 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) Overlap btw Combined and Male GWAS 0.00 0.05 1.33 -0.03 0.27 GWAS Overlap btw Combined and Male 0.00 0.27 -0.17 -0.08 -0.20 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 Overlap btw Combined and Male 35 35 GWAS 25 24 HLA -DRB1