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_male Singleton 1.79e-01 6.60e-02 8.77e-02 8.24e-05 Singleton PD_male 4.64e-01 1.64e-01 1.01e-11 7.18e-02 Evaluating how well PD_male 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) PD_male Singleton 0.78 1.71 2.52 1.55 4.92 Singleton PD_male 0.56 2.94 2.41 2.70 2.28 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_male Singleton 0.00 1.46 2.79 1.66 4.47 Singleton PD_male 0.01 2.36 0.72 1.95 0.76 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_male 129 129 Singleton 21 21