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) EAML Viral 2.00e-01 2.95e-02 9.82e-02 1.80e-10 Viral EAML 2.52e-05 3.58e-01 1.09e-01 2.95e-01 Evaluating how well EAML genes are linked to Viral 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) EAML Viral 0.68 0.42 2.56 0.65 6.28 Viral EAML 0.50 1.38 -0.06 0.61 -0.20 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) EAML Viral 0.01 -0.19 1.89 -0.01 4.21 Viral EAML 0.00 2.06 -0.14 0.47 -0.11 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 EAML 67 63 ADGRF3;PLPPR2;KCNE5;CFAP65 Viral 108 104 MBL3P;SNORA31;HLA-DRB4;SRY