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) SevereSingletons CovidGS 3.12e-01 2.23e-01 1.88e-01 6.64e-07 CovidGS SevereSingletons 3.33e-01 8.78e-01 1.07e-01 1.22e-01 Evaluating how well SevereSingletons 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) SevereSingletons CovidGS 0.67 -0.01 2.43 0.05 4.82 CovidGS SevereSingletons 0.57 0.97 0.27 -0.12 1.99 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) SevereSingletons CovidGS 0.01 -0.41 2.22 -0.29 2.61 CovidGS SevereSingletons 0.00 0.45 -0.15 -0.35 0.57 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 SevereSingletons 69 67 CTSV;NLRC3 CovidGS 78 75 ABO;MBL3P;HLA-DRB4