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) String-Reactome 13_GS 2.19e-02 1.10e-01 8.25e-03 1.76e-03 13_GS String-Reactome 2.99e-02 2.32e-01 5.08e-03 3.62e-02 Evaluating how well String-Reactome genes are linked to 13_GS 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) String-Reactome 13_GS 0.72 0.64 1.85 0.58 2.68 13_GS String-Reactome 0.54 0.76 -0.85 -0.06 0.72 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) String-Reactome 13_GS 0.00 -0.00 0.24 -0.08 0.42 13_GS String-Reactome 0.00 -0.08 -0.88 -0.40 -0.32 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 String-Reactome 16 16 13_GS 14 14