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 Female GWAS 7.49e-01 9.19e-01 6.26e-01 4.32e-03 GWAS Overlap btw Combined and Female 4.83e-01 8.50e-01 6.89e-01 8.40e-01 Evaluating how well Overlap btw Combined and Female 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 Female GWAS 0.66 0.60 0.60 0.03 2.78 GWAS Overlap btw Combined and Female 0.54 -0.07 0.00 0.08 0.68 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 Female GWAS 0.00 0.25 -0.04 -0.29 1.20 GWAS Overlap btw Combined and Female 0.00 -0.16 -0.21 -0.15 -0.05 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 Female 10 10 GWAS 25 24 HLA -DRB1