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) 2MethodControls ViralGS 6.00e-01 4.73e-01 3.77e-02 3.51e-07 ViralGS 2MethodControls 4.26e-01 8.83e-01 1.30e-01 1.99e-01 Evaluating how well 2MethodControls genes are linked to ViralGS 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) 2MethodControls ViralGS 0.65 -0.08 -0.23 -0.06 5.80 ViralGS 2MethodControls 0.56 -0.03 -0.28 0.58 1.56 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) 2MethodControls ViralGS 0.01 -0.30 -0.53 -0.20 1.88 ViralGS 2MethodControls 0.00 -0.16 -0.12 0.52 0.49 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 2MethodControls 37 35 CSNK2A3;RMDN1 ViralGS 108 104 ABO;MBL3P;SNORA31;HLA-DRB4