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 GeneGroup2 5.16e-02 3.94e-01 2.67e-04 2.41e-01 GeneGroup2 Exclusive Waveletv11 2.30e-01 4.40e-02 6.47e-03 4.66e-09 Waveletv11 Exclusive GeneGroup2 Exclusive 7.10e-02 4.75e-01 6.49e-04 2.20e-01 GeneGroup2 Exclusive Waveletv11 Exclusive 2.62e-01 5.08e-02 1.18e-02 8.49e-09 Waveletv11 Exclusive Overlap 8.11e-01 8.64e-01 1.51e-01 6.30e-01 GeneGroup2 Exclusive Overlap 1.12e-01 1.85e-01 1.12e-01 1.72e-01 Overlap Exclusives 6.63e-01 1.12e-01 9.34e-02 2.96e-04 Evaluating how well Waveletv11 genes are linked to GeneGroup2 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 GeneGroup2 0.93 -2.72 -0.57 -0.91 -0.37 GeneGroup2 Exclusive Waveletv11 0.86 -1.21 -5.38 -0.94 -9.31 Waveletv11 Exclusive GeneGroup2 Exclusive 0.93 -2.67 -0.73 -0.97 -0.67 GeneGroup2 Exclusive Waveletv11 Exclusive 0.86 -1.09 -6.38 -0.67 -8.08 Waveletv11 Exclusive Overlap 0.94 -0.40 0.15 nan nan GeneGroup2 Exclusive Overlap 1.00 2.70 1.21 nan nan Overlap Exclusives 0.85 -0.47 -3.40 -0.20 -5.76 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 GeneGroup2 0.01 -1.62 -1.60 -1.34 -0.49 GeneGroup2 Exclusive Waveletv11 0.01 -1.42 -1.31 -0.73 -2.30 Waveletv11 Exclusive GeneGroup2 Exclusive 0.01 -1.67 -1.63 -1.47 -0.41 GeneGroup2 Exclusive Waveletv11 Exclusive 0.01 -1.48 -1.74 -0.75 -2.08 Waveletv11 Exclusive Overlap 0.00 -0.26 -0.41 nan nan GeneGroup2 Exclusive Overlap 0.00 4.72 2.77 nan nan Overlap Exclusives 0.02 1.20 2.79 0.74 0.37 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 GNGT2;TUBA3E;DDX49;POTEE;GFAP;MYO9B;PASK;DPYD;TTBK1;ASB18;PLCE1;DDX60L;ANKRD53;PENK;LAMB3;RRP7A;ANKEF1;H6PD;AGL;PLG;AGRN;PMPCB;COQ2;HDHD1;SUCLG2;FN1;CYP4B1;ITPKC;RAD21L1;TLR1;DHX37;PGR;ASB16;THBS1;SPHKAP;MAPK13;POLR1B;UQCRC1;MYH7B;NACA2;ANXA11;FOXK2;ITPKB;PLD2;EFCAB13;CENPE;RELN;GOT2;ADCY4;DHODH;SGK494 GeneGroup2 Exclusive 77 60 TMPRSS2;PPIA;EIF4E;ACE2;ANPEP;MBL3P;CEACAM1;CCR9;ABO;HLA-DQB1;ZCRB1;REN;AGTR2;OAS2;CD14;IFITM1;CD209 Overlap 1 1