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) disc clinvar 4.84e-02 2.34e-01 5.77e-07 3.96e-06 clinvar disc 1.20e-07 3.13e-02 5.75e-12 3.77e-16 Evaluating how well disc genes are linked to clinvar 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) disc clinvar 0.84 3.96 2.78 2.21 5.38 clinvar disc 0.70 -2.02 1.99 1.06 9.20 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) disc clinvar 0.01 3.17 2.55 6.52 30.91 clinvar disc 0.02 0.15 5.27 5.24 13.63 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 disc 160 160 clinvar 21 21