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) Reactome Ismeal 9.76e-01 1.26e-01 6.05e-01 2.46e-04 Ismeal Reactome 1.35e-03 4.62e-02 4.22e-17 4.93e-09 Evaluating how well Reactome genes are linked to Ismeal 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) Reactome Ismeal 0.78 1.02 2.28 1.39 4.01 Ismeal Reactome 0.61 1.92 1.88 0.61 4.75 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) Reactome Ismeal 0.00 -0.70 1.18 -0.13 0.87 Ismeal Reactome 0.01 0.53 0.54 0.24 2.53 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 Reactome 182 181 GBA3 Ismeal 14 14