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 Exclusive ViralGS 9.50e-02 2.98e-01 2.13e-01 2.68e-03 ViralGS Exclusive EAML 1.19e-01 9.16e-01 2.11e-01 7.72e-01 EAML Exclusive ViralGS Exclusive 6.23e-02 2.58e-01 2.24e-01 2.50e-03 ViralGS Exclusive EAML Exclusive 1.00e-01 7.45e-01 2.18e-01 8.85e-01 EAML Exclusive Overlap 2.78e-01 4.35e-01 5.70e-01 3.83e-01 ViralGS Exclusive Overlap 9.92e-02 9.92e-02 9.92e-02 1.18e-01 Overlap Exclusives 5.15e-13 1.02e-08 2.66e-34 9.31e-18 Evaluating how well EAML 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) EAML Exclusive ViralGS 0.61 -0.81 -1.26 -0.59 3.51 ViralGS Exclusive EAML 0.51 0.55 -0.67 0.62 0.41 EAML Exclusive ViralGS Exclusive 0.61 -0.79 -1.41 -0.50 4.03 ViralGS Exclusive EAML Exclusive 0.50 0.12 -0.92 0.51 0.28 EAML Exclusive Overlap 0.61 -0.88 -0.11 -0.40 0.66 ViralGS Exclusive Overlap 0.97 2.30 2.54 2.05 1.81 Overlap Exclusives 0.66 4.06 6.90 1.79 6.98 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 Exclusive ViralGS 0.01 -0.37 0.24 -0.23 3.16 ViralGS Exclusive EAML 0.01 0.00 -0.34 -0.08 -0.19 EAML Exclusive ViralGS Exclusive 0.01 -0.33 0.25 -0.05 4.56 ViralGS Exclusive EAML Exclusive 0.01 -0.19 -0.41 -0.08 -0.29 EAML Exclusive Overlap 0.00 -0.55 -0.44 -0.33 -0.19 ViralGS Exclusive Overlap 0.00 7.41 16.15 7.98 0.05 Overlap Exclusives 0.02 6.68 10.70 1.44 10.44 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 Exclusive 111 108 PRR5-ARHGAP8;FAM217A;GIMD1 ViralGS Exclusive 107 103 ABO;MBL3P;HLA-DRB4;SNORA31 Overlap 1 1