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 Severe_00001 1.84e-05 2.27e-01 3.23e-02 9.69e-01 Severe_00001 Viral 4.58e-08 6.43e-04 2.34e-05 6.06e-03 Evaluating how well Viral genes are linked to Severe_00001 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 Severe_00001 0.49 -1.94 -1.80 -1.14 -0.16 Severe_00001 Viral 0.55 -1.51 -7.01 -1.48 1.79 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 Severe_00001 0.00 -1.46 -0.92 -0.96 -0.41 Severe_00001 Viral 0.01 -0.99 -4.17 -0.98 -0.03 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 108 104 HLA-DRB4;SRY;SNORA31;MBL3P Severe_00001 28 28