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 JLC 2.44e-04 3.25e-06 5.01e-07 5.79e-07 JLC Reactome 4.34e-02 2.91e-01 4.35e-03 5.86e-06 Evaluating how well Reactome genes are linked to JLC 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 JLC 0.89 1.96 4.70 2.06 4.44 JLC Reactome 0.62 0.93 2.31 0.38 6.05 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 JLC 0.00 1.02 1.45 0.90 4.31 JLC Reactome 0.02 0.66 2.27 0.56 6.78 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 202 200 COLGALT1;HYAL3 JLC 13 10 NEMO;UNC93B;TRIF