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) PD_female Exclusive GWAS 9.27e-01 9.97e-01 8.48e-01 1.83e-01 GWAS Exclusive PD_female 2.95e-01 1.63e-01 1.15e-03 3.34e-02 PD_female Exclusive GWAS Exclusive 9.59e-01 9.98e-01 8.56e-01 8.46e-02 GWAS Exclusive PD_female Exclusive 5.47e-01 2.07e-01 2.82e-03 4.86e-02 PD_female Exclusive Overlap 2.38e-01 4.78e-01 4.78e-01 4.40e-01 GWAS Exclusive Overlap 7.30e-02 1.06e-01 2.59e-01 2.52e-01 Overlap Exclusives 2.77e-03 2.29e-02 7.59e-01 1.73e-03 Evaluating how well PD_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) PD_female Exclusive GWAS 0.57 -0.39 -0.31 -0.22 2.22 GWAS Exclusive PD_female 0.55 0.77 0.66 0.77 1.93 PD_female Exclusive GWAS Exclusive 0.58 -0.14 -0.08 -0.14 2.17 GWAS Exclusive PD_female Exclusive 0.54 0.09 0.30 0.45 1.61 PD_female Exclusive Overlap 0.33 -1.46 -1.03 -0.97 -0.66 GWAS Exclusive Overlap 0.82 2.68 2.17 1.35 1.72 Overlap Exclusives 0.59 0.69 2.42 0.96 4.03 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) PD_female Exclusive GWAS 0.01 -0.13 -0.48 0.14 1.70 GWAS Exclusive PD_female 0.01 0.72 0.37 0.83 1.17 PD_female Exclusive GWAS Exclusive 0.01 -0.11 -0.36 0.21 1.40 GWAS Exclusive PD_female Exclusive 0.01 -0.12 0.12 0.20 0.66 PD_female Exclusive Overlap 0.00 -0.24 -0.18 -0.51 -0.26 GWAS Exclusive Overlap 0.00 6.39 1.41 0.90 0.17 Overlap Exclusives 0.01 1.14 2.78 1.48 2.67 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 PD_female Exclusive 90 90 GWAS Exclusive 75 74 CASC16 Overlap 2 2