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) top6 GS 1.29e-04 1.01e-04 6.51e-07 1.22e-07 GS top6 6.70e-01 9.81e-01 2.37e-01 5.12e-01 Evaluating how well top6 genes are linked to 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) top6 GS 0.87 2.10 4.31 1.92 4.42 GS top6 0.62 0.84 0.07 0.67 1.09 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) top6 GS 0.00 0.68 5.26 2.38 2.50 GS top6 0.00 0.37 1.19 4.28 0.58 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 top6 6 6 GS 14 14