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) 71 PD genes Singleton 8.25e-01 4.39e-01 5.31e-01 3.17e-02 Singleton 71 PD genes 8.58e-01 9.59e-01 2.50e-04 1.97e-01 Evaluating how well 71 PD genes genes are linked to Singleton 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) 71 PD genes Singleton 0.65 -0.16 0.74 -0.31 2.05 Singleton 71 PD genes 0.45 0.64 0.44 0.25 -1.38 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) 71 PD genes Singleton 0.00 -0.55 -0.39 -0.66 0.09 Singleton 71 PD genes 0.00 0.10 -0.31 -0.45 -0.89 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 71 PD genes 71 71 Singleton 21 21