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) GeneGroup1 GSfam 6.99e-02 1.99e-01 1.97e-04 3.00e-07 GSfam GeneGroup1 4.99e-01 7.42e-02 7.41e-03 5.30e-03 Evaluating how well GeneGroup1 genes are linked to GSfam 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) GeneGroup1 GSfam 0.79 1.03 2.75 1.54 6.29 GSfam GeneGroup1 0.66 2.45 2.15 2.54 3.32 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) GeneGroup1 GSfam 0.01 1.12 6.01 2.46 1.50 GSfam GeneGroup1 0.00 0.55 2.11 2.00 2.62 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 GeneGroup1 36 36 GSfam 35 35