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 7.14e-01 4.49e-01 9.31e-01 1.71e-02 GroupB GroupA 9.44e-01 7.21e-01 1.11e-01 9.89e-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 0.13 1.15 0.19 2.51 GroupB GroupA 0.50 0.10 -0.64 -0.37 0.01 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 0.09 0.87 0.11 0.92 GroupB GroupA 0.00 0.14 -0.38 -0.23 -0.15 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