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) 108Female Exclusive GWAS2 5.66e-02 4.52e-02 3.03e-02 5.27e-01 GWAS2 Exclusive 108Female 1.24e-04 2.60e-01 3.08e-02 1.12e-01 108Female Exclusive GWAS2 Exclusive 1.14e-01 3.06e-02 2.83e-02 4.05e-01 GWAS2 Exclusive 108Female Exclusive 1.20e-04 1.48e-01 3.11e-02 9.27e-02 108Female Exclusive Overlap 9.19e-01 2.84e-01 6.20e-01 5.27e-01 GWAS2 Exclusive Overlap 1.15e-02 1.15e-02 1.15e-02 1.15e-02 Overlap Exclusives 1.23e-03 3.08e-04 8.13e-18 3.84e-04 Evaluating how well 108Female genes are linked to GWAS2 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) 108Female Exclusive GWAS2 0.49 -1.30 -2.14 -1.73 -0.37 GWAS2 Exclusive 108Female 0.47 -1.41 -1.05 -1.44 -0.92 108Female Exclusive GWAS2 Exclusive 0.48 -1.33 -2.21 -1.75 -0.33 GWAS2 Exclusive 108Female Exclusive 0.46 -1.56 -1.46 -1.59 -1.07 108Female Exclusive Overlap 0.68 -0.03 -0.45 -0.41 0.83 GWAS2 Exclusive Overlap 1.00 2.51 2.26 2.70 2.37 Overlap Exclusives 0.60 4.39 3.71 2.74 4.26 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) 108Female Exclusive GWAS2 0.00 -1.04 -1.57 -0.92 -0.24 GWAS2 Exclusive 108Female 0.01 1.14 1.65 1.39 0.32 108Female Exclusive GWAS2 Exclusive 0.00 -1.01 -1.51 -1.15 -0.64 GWAS2 Exclusive 108Female Exclusive 0.00 -1.14 -1.47 -1.55 -0.71 108Female Exclusive Overlap 0.00 -0.46 -1.12 -0.67 -0.13 GWAS2 Exclusive Overlap 0.07 160.54 195.65 217.49 108.77 Overlap Exclusives 0.03 14.39 29.30 27.71 25.49 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 108Female Exclusive 106 104 RFPL2;RAB6D GWAS2 Exclusive 37 36 HLA Overlap 2 2