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 3.93e-03 1.16e-03 2.43e-05 8.53e-07 clinvar disc 1.65e-02 9.61e-03 4.77e-07 3.99e-06 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 0.78 2.30 3.90 2.68 5.02 clinvar disc 0.66 3.08 4.01 3.17 5.78 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 4.36 5.53 9.50 22.27 clinvar disc 0.01 4.43 5.04 4.66 6.31 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 104 104 clinvar 21 21