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) UR_Cauchy Exclusive Gs_all 1.62e-06 3.27e-07 2.91e-35 3.11e-29 Gs_all Exclusive UR_Cauchy 2.32e-04 2.35e-02 1.63e-13 6.10e-15 UR_Cauchy Exclusive Gs_all Exclusive 5.08e-06 5.83e-07 1.59e-31 1.00e-24 Gs_all Exclusive UR_Cauchy Exclusive 9.31e-03 1.74e-02 1.88e-11 5.19e-13 UR_Cauchy Exclusive Overlap 1.20e-03 8.30e-03 2.61e-06 7.90e-07 Gs_all Exclusive Overlap 1.05e-06 2.44e-05 2.77e-07 3.59e-07 Overlap Exclusives 6.20e-08 1.03e-08 5.10e-45 9.18e-35 Evaluating how well UR_Cauchy genes are linked to Gs_all 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) UR_Cauchy Exclusive Gs_all 0.76 3.43 5.58 4.50 12.70 Gs_all Exclusive UR_Cauchy 0.69 2.05 3.56 4.75 7.70 UR_Cauchy Exclusive Gs_all Exclusive 0.76 3.69 5.55 4.01 11.21 Gs_all Exclusive UR_Cauchy Exclusive 0.68 1.78 2.87 3.71 6.67 UR_Cauchy Exclusive Overlap 0.90 1.71 2.07 2.02 4.71 Gs_all Exclusive Overlap 0.88 1.59 1.77 1.74 3.99 Overlap Exclusives 0.73 4.02 9.19 4.11 14.74 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) UR_Cauchy Exclusive Gs_all 0.06 4.99 16.49 18.18 64.07 Gs_all Exclusive UR_Cauchy 0.06 3.72 23.76 20.02 70.65 UR_Cauchy Exclusive Gs_all Exclusive 0.04 4.12 15.74 12.94 43.86 Gs_all Exclusive UR_Cauchy Exclusive 0.03 -0.64 6.64 7.58 17.36 UR_Cauchy Exclusive Overlap 0.11 2.85 73.51 77.07 146.96 Gs_all Exclusive Overlap 0.23 6.09 187.71 113.74 770.34 Overlap Exclusives 0.06 5.91 29.69 14.93 48.68 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 UR_Cauchy Exclusive 150 148 VNN 1.00;SOS 2 Gs_all Exclusive 193 170 MYNN;LINC00675;SCL22A3;LOC146513;ZMIZ1-AS1;RTELI;LINC00917;CDKN2B-AS1;c11orf53;ANRIL;METRLN;POUF5F1B;SnoU13; PIGU;COLCA1;SAT2B-AS1;HLA class I;LINC00603;LINC00673;HLA class II;TERC;7-Mar;SNHG15 Overlap 10 10