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 R_Severe 3.98e-08 2.47e-02 1.71e-07 3.74e-09 R_Severe Exclusive Viral 4.91e-03 2.08e-04 1.33e-05 2.75e-16 Viral Exclusive R_Severe Exclusive 3.08e-08 2.00e-02 7.22e-07 1.51e-08 R_Severe Exclusive Viral Exclusive 1.26e-02 6.34e-04 2.44e-05 8.35e-16 Viral Exclusive Overlap 7.88e-02 1.05e-01 7.88e-02 1.02e-01 R_Severe Exclusive Overlap 7.88e-02 7.88e-02 7.88e-02 1.05e-01 Overlap Exclusives 2.87e-45 2.18e-34 3.15e-78 5.12e-64 Evaluating how well Viral genes are linked to R_Severe 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 R_Severe 0.63 2.12 3.19 2.16 7.08 R_Severe Exclusive Viral 0.74 0.70 4.24 1.48 7.98 Viral Exclusive R_Severe Exclusive 0.63 1.95 3.82 1.53 6.90 R_Severe Exclusive Viral Exclusive 0.74 0.70 4.05 1.68 7.22 Viral Exclusive Overlap 0.79 1.47 1.55 1.28 1.65 R_Severe Exclusive Overlap 0.86 2.09 2.67 1.95 2.17 Overlap Exclusives 0.79 4.09 14.85 3.06 15.64 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 R_Severe 0.02 1.77 2.46 1.79 5.92 R_Severe Exclusive Viral 0.01 -0.59 4.13 0.46 8.27 Viral Exclusive R_Severe Exclusive 0.02 1.56 2.23 1.44 4.08 R_Severe Exclusive Viral Exclusive 0.01 -0.52 3.04 0.64 8.34 Viral Exclusive Overlap 0.00 1.74 0.98 5.36 2.06 R_Severe Exclusive Overlap 0.01 8.49 84.16 14.60 23.22 Overlap Exclusives 0.06 9.11 39.09 7.37 40.64 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 105 101 HLA-DRB4;SRY;SNORA31;MBL3P R_Severe Exclusive 209 209 Overlap 3 3