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) 37_PD Singleton 1.03e-01 2.81e-01 2.41e-02 5.15e-02 Singleton 37_PD 6.92e-02 2.94e-01 9.98e-03 2.61e-02 Evaluating how well 37_PD 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) 37_PD Singleton 0.59 -1.80 -1.00 -1.39 1.52 Singleton 37_PD 0.40 -1.61 -1.32 -1.32 -2.06 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) 37_PD Singleton 0.00 -1.28 -1.17 -1.06 -0.04 Singleton 37_PD 0.00 -0.19 -1.04 -0.84 -1.15 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 37_PD 37 37 Singleton 21 21