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 8.56e-01 4.25e-01 8.63e-01 2.23e-02 GroupB GroupA 8.72e-01 8.60e-01 7.60e-02 9.17e-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 0.22 1.14 0.21 2.30 GroupB GroupA 0.50 -0.10 -0.42 -0.12 -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 0.23 1.07 0.15 0.76 GroupB GroupA 0.00 0.01 -0.21 -0.18 -0.18 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