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 25_GS 2.52e-03 6.12e-01 1.09e-02 1.83e-02 25_GS String-Reactome 7.08e-01 4.55e-01 3.08e-02 2.42e-02 Evaluating how well String-Reactome genes are linked to 25_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 25_GS 0.64 -0.28 0.72 0.19 2.11 25_GS String-Reactome 0.59 0.51 0.29 0.21 1.08 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 25_GS 0.00 -0.45 -0.12 -0.19 0.76 25_GS String-Reactome 0.00 -0.10 -0.44 -0.32 -0.20 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 25_GS 25 24 HLA -DRB1