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) 2MethodControls CovidGS 2.89e-01 1.78e-01 1.62e-02 1.64e-06 CovidGS 2MethodControls 2.68e-01 7.86e-01 2.22e-01 3.44e-01 Evaluating how well 2MethodControls genes are linked to CovidGS 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) 2MethodControls CovidGS 0.67 0.05 0.11 0.12 4.65 CovidGS 2MethodControls 0.54 -1.10 -0.84 -0.06 0.68 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) 2MethodControls CovidGS 0.01 -0.37 -0.77 -0.20 2.79 CovidGS 2MethodControls 0.00 -0.62 -0.21 0.14 0.15 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 2MethodControls 37 35 CSNK2A3;RMDN1 CovidGS 78 75 HLA-DRB4;MBL3P;ABO