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) Waveletv11 Exclusive CovidGS 6.08e-02 3.73e-01 2.94e-04 1.43e-01 CovidGS Exclusive Waveletv11 2.57e-01 4.55e-02 7.52e-03 7.52e-09 Waveletv11 Exclusive CovidGS Exclusive 6.89e-02 4.06e-01 4.42e-04 2.63e-01 CovidGS Exclusive Waveletv11 Exclusive 2.20e-01 3.19e-02 5.42e-03 7.65e-09 Waveletv11 Exclusive Overlap 6.11e-01 8.47e-01 1.19e-01 6.65e-01 CovidGS Exclusive Overlap 1.05e-01 1.49e-01 1.05e-01 2.20e-01 Overlap Exclusives 5.96e-01 9.96e-02 2.40e-01 5.38e-04 Evaluating how well Waveletv11 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) Waveletv11 Exclusive CovidGS 0.93 -2.76 -0.67 -0.92 -0.74 CovidGS Exclusive Waveletv11 0.86 -1.02 -5.77 -0.66 -8.45 Waveletv11 Exclusive CovidGS Exclusive 0.93 -2.47 -0.89 -0.95 -0.54 CovidGS Exclusive Waveletv11 Exclusive 0.86 -1.21 -5.91 -0.75 -8.35 Waveletv11 Exclusive Overlap 0.94 -0.59 0.05 nan nan CovidGS Exclusive Overlap 1.00 3.43 1.26 nan nan Overlap Exclusives 0.85 -0.24 -3.67 -0.29 -5.99 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) Waveletv11 Exclusive CovidGS 0.01 -1.79 -1.90 -1.24 -0.57 CovidGS Exclusive Waveletv11 0.01 -1.16 -1.64 -0.74 -1.60 Waveletv11 Exclusive CovidGS Exclusive 0.01 -1.56 -1.72 -1.29 -0.58 CovidGS Exclusive Waveletv11 Exclusive 0.01 -1.67 -1.33 -0.85 -1.78 Waveletv11 Exclusive Overlap 0.00 -0.27 -0.35 nan nan CovidGS Exclusive Overlap 0.00 8.26 3.49 nan nan Overlap Exclusives 0.02 1.25 3.38 0.84 0.11 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 Waveletv11 Exclusive 154 103 GFAP;ITPKC;RELN;ANXA11;MYO9B;RRP7A;UQCRC1;CENPE;DDX49;SUCLG2;EFCAB13;ANKEF1;PASK;PMPCB;PLD2;ANKRD53;THBS1;AGL;COQ2;ADCY4;DPYD;FOXK2;SGK494;MAPK13;PGR;PENK;CYP4B1;ASB16;TLR1;HDHD1;ITPKB;SPHKAP;TTBK1;DHX37;LAMB3;NACA2;POLR1B;POTEE;GNGT2;TUBA3E;AGRN;DDX60L;GOT2;PLCE1;ASB18;H6PD;RAD21L1;FN1;PLG;DHODH;MYH7B CovidGS Exclusive 77 60 ABO;IFITM1;CD209;ACE2;HLA-DQB1;CEACAM1;MBL3P;AGTR2;TMPRSS2;CCR9;REN;ANPEP;CD14;PPIA;EIF4E;OAS2;ZCRB1 Overlap 1 1