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) Mu-diff_males Exclusive GWAS_catalog 4.41e-01 6.43e-01 7.08e-01 6.17e-02 GWAS_catalog Exclusive Mu-diff_males 5.89e-01 7.14e-01 1.10e-01 4.55e-01 Mu-diff_males Exclusive GWAS_catalog Exclusive 4.11e-01 5.97e-01 6.47e-01 6.59e-02 GWAS_catalog Exclusive Mu-diff_males Exclusive 6.54e-01 7.86e-01 2.86e-01 4.47e-01 Mu-diff_males Exclusive Overlap 8.62e-01 8.07e-01 7.30e-01 9.82e-01 GWAS_catalog Exclusive Overlap 8.56e-01 9.12e-01 8.49e-01 8.69e-01 Overlap Exclusives 9.23e-06 1.98e-02 3.82e-06 1.59e-05 Evaluating how well Mu-diff_males genes are linked to GWAS_catalog 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) Mu-diff_males Exclusive GWAS_catalog 0.56 -0.42 -0.28 -0.39 1.84 GWAS_catalog Exclusive Mu-diff_males 0.53 -0.27 -0.42 -0.00 1.08 Mu-diff_males Exclusive GWAS_catalog Exclusive 0.57 -0.41 -0.15 -0.23 2.03 GWAS_catalog Exclusive Mu-diff_males Exclusive 0.53 -0.15 -0.40 -0.31 1.10 Mu-diff_males Exclusive Overlap 0.49 -0.08 0.01 -0.23 -0.08 GWAS_catalog Exclusive Overlap 0.59 1.06 0.40 0.44 0.75 Overlap Exclusives 0.60 2.04 3.45 2.00 4.72 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) Mu-diff_males Exclusive GWAS_catalog 0.00 -0.71 -0.56 -0.77 0.17 GWAS_catalog Exclusive Mu-diff_males 0.01 0.25 -0.04 0.45 0.82 Mu-diff_males Exclusive GWAS_catalog Exclusive 0.00 -0.77 -0.47 -0.67 0.27 GWAS_catalog Exclusive Mu-diff_males Exclusive 0.01 -0.35 -0.61 -0.42 0.02 Mu-diff_males Exclusive Overlap 0.00 -0.32 -0.24 -0.33 -0.41 GWAS_catalog Exclusive Overlap 0.01 18.82 53.90 19.61 18.55 Overlap Exclusives 0.01 2.03 1.91 1.70 3.25 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 Mu-diff_males Exclusive 116 116 GWAS_catalog Exclusive 70 68 CASC16;GPNMB Overlap 4 4