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 9.02e-06 7.30e-03 6.05e-06 1.07e-07 Severe_0001 Exclusive Viral 3.21e-04 3.54e-04 3.66e-08 3.42e-15 Viral Exclusive Severe_0001 Exclusive 4.93e-06 7.74e-03 7.54e-05 1.89e-07 Severe_0001 Exclusive Viral Exclusive 3.66e-03 5.37e-04 4.21e-06 1.29e-14 Viral Exclusive Overlap 1.30e-03 1.30e-03 1.30e-03 2.23e-03 Severe_0001 Exclusive Overlap 3.16e-03 1.09e-02 1.40e-03 5.98e-03 Overlap Exclusives 9.58e-26 3.89e-22 9.93e-42 5.60e-39 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 0.65 1.36 3.89 1.74 5.94 Severe_0001 Exclusive Viral 0.75 1.33 4.80 1.77 9.13 Viral Exclusive Severe_0001 Exclusive 0.64 1.25 3.03 1.67 6.04 Severe_0001 Exclusive Viral Exclusive 0.74 1.04 4.34 1.38 9.60 Viral Exclusive Overlap 0.87 2.86 3.15 2.58 3.22 Severe_0001 Exclusive Overlap 0.86 2.13 2.83 2.42 2.45 Overlap Exclusives 0.79 2.72 13.91 2.48 16.57 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 0.81 3.98 2.02 5.66 Severe_0001 Exclusive Viral 0.01 0.27 2.09 1.60 13.30 Viral Exclusive Severe_0001 Exclusive 0.01 0.27 2.36 1.47 3.41 Severe_0001 Exclusive Viral Exclusive 0.01 0.08 1.55 0.77 9.72 Viral Exclusive Overlap 0.01 15.75 87.54 41.05 31.71 Severe_0001 Exclusive Overlap 0.00 3.95 6.21 7.89 3.96 Overlap Exclusives 0.06 14.34 47.14 8.12 60.70 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 103 99 MBL3P;SRY;HLA-DRB4;SNORA31 Severe_0001 Exclusive 148 148 Overlap 5 5