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) GroupA GroupB 6.69e-01 4.65e-01 8.97e-01 2.70e-02 GroupB GroupA 9.01e-01 7.36e-01 7.60e-02 9.92e-01 Evaluating how well GroupA genes are linked to GroupB 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) GroupA GroupB 0.83 0.00 1.10 0.21 2.05 GroupB GroupA 0.50 -0.06 -0.39 -0.28 0.16 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) GroupA GroupB 0.00 0.00 0.75 0.19 -0.09 GroupB GroupA 0.00 0.12 -0.21 -0.20 -0.04 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 GroupA 5 5 GroupB 4 4