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) Viral Exclusive Severe_0001 1.39e-14 8.34e-01 1.23e-03 9.93e-02 Severe_0001 Exclusive Viral 1.09e-02 2.65e-01 9.73e-02 3.10e-05 Viral Exclusive Severe_0001 Exclusive 1.62e-14 8.47e-01 8.11e-04 6.44e-02 Severe_0001 Exclusive Viral Exclusive 9.86e-03 1.95e-01 1.08e-01 1.00e-04 Viral Exclusive Overlap 4.52e-01 9.60e-01 8.72e-01 7.54e-01 Severe_0001 Exclusive Overlap 4.40e-01 1.54e-01 2.50e-01 3.87e-02 Overlap Exclusives 1.13e-17 1.14e-11 6.99e-05 2.17e-03 Evaluating how well Viral genes are linked to Severe_0001 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) Viral Exclusive Severe_0001 0.52 0.24 -0.49 0.09 1.07 Severe_0001 Exclusive Viral 0.63 -0.83 -1.04 -0.48 4.57 Viral Exclusive Severe_0001 Exclusive 0.52 0.37 -0.61 0.13 1.36 Severe_0001 Exclusive Viral Exclusive 0.62 -0.76 -1.02 -0.63 4.21 Viral Exclusive Overlap 0.60 -0.06 -0.15 -0.03 0.42 Severe_0001 Exclusive Overlap 0.83 1.19 1.33 1.35 1.77 Overlap Exclusives 0.48 -1.88 -8.08 -1.69 -0.99 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) Viral Exclusive Severe_0001 0.01 0.17 -0.85 -0.10 -0.02 Severe_0001 Exclusive Viral 0.01 -1.01 -0.96 -0.71 2.53 Viral Exclusive Severe_0001 Exclusive 0.01 0.44 -0.88 -0.03 0.07 Severe_0001 Exclusive Viral Exclusive 0.01 -0.97 -1.37 -0.83 2.03 Viral Exclusive Overlap 0.00 -0.66 -0.60 -0.33 -0.32 Severe_0001 Exclusive Overlap 0.00 -0.15 -0.41 -0.13 0.31 Overlap Exclusives 0.02 -1.24 -4.26 -0.95 -0.63 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 Viral Exclusive 106 102 HLA-DRB4;MBL3P;SRY;SNORA31 Severe_0001 Exclusive 214 214 Overlap 2 2