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 1.86e-05 7.12e-10 6.09e-13 2.74e-17 GroupB GroupA 1.35e-04 4.89e-03 8.48e-05 1.24e-03 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 0.75 1.38 6.47 1.76 10.21 GroupB GroupA 0.91 3.77 2.41 2.59 2.71 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 0.02 1.89 6.83 2.40 8.39 GroupB GroupA 0.00 12.80 2.74 5.71 1.36 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 4 4 GroupB 110 109 CHD2