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) 1000run4_1_4585 Exclusive ad_gs_25 5.83e-01 7.08e-01 8.82e-02 2.65e-04 ad_gs_25 Exclusive 1000run4_1_4585 3.69e-05 8.24e-03 1.54e-83 8.48e-27 1000run4_1_4585 Exclusive ad_gs_25 Exclusive 9.31e-01 6.56e-01 2.51e-01 1.05e-02 ad_gs_25 Exclusive 1000run4_1_4585 Exclusive 1.52e-04 1.59e-02 2.47e-80 1.48e-25 1000run4_1_4585 Exclusive Overlap 2.44e-01 7.45e-01 1.14e-01 8.80e-03 ad_gs_25 Exclusive Overlap 1.16e-08 2.53e-08 1.16e-08 2.35e-08 Overlap Exclusives 1.83e-16 3.81e-03 1.48e-120 1.38e-30 Evaluating how well 1000run4_1_4585 genes are linked to ad_gs_25 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) 1000run4_1_4585 Exclusive ad_gs_25 0.74 3.05 2.17 2.87 4.28 ad_gs_25 Exclusive 1000run4_1_4585 0.55 1.12 4.61 1.23 11.18 1000run4_1_4585 Exclusive ad_gs_25 Exclusive 0.73 1.74 1.44 1.87 3.31 ad_gs_25 Exclusive 1000run4_1_4585 Exclusive 0.55 1.19 4.17 1.07 13.73 1000run4_1_4585 Exclusive Overlap 0.77 3.67 1.76 3.37 2.55 ad_gs_25 Exclusive Overlap 0.97 4.55 5.33 4.26 4.88 Overlap Exclusives 0.55 2.25 5.86 1.36 15.37 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) 1000run4_1_4585 Exclusive ad_gs_25 0.00 3.71 3.25 2.93 5.65 ad_gs_25 Exclusive 1000run4_1_4585 0.26 1.36 4.37 1.65 8.85 1000run4_1_4585 Exclusive ad_gs_25 Exclusive 0.00 2.60 1.86 2.24 1.29 ad_gs_25 Exclusive 1000run4_1_4585 Exclusive 0.25 0.93 3.04 1.07 9.18 1000run4_1_4585 Exclusive Overlap 0.00 5.63 2.51 5.66 4.85 ad_gs_25 Exclusive Overlap 0.15 267.14 407.27 331.31 187.56 Overlap Exclusives 0.26 3.45 7.07 2.24 14.64 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 1000run4_1_4585 Exclusive 4567 4543 PTGES3L-AARSD1;C8orf89;CYP3A7-CYP3A51P;IQCJ-SCHIP1;ZHX1-C8orf76;RFX1;MYO15B;FXYD6-FXYD2;CROCC2;C3orf49;CORO7-PAM16;STON1-GTF2A1L;FAM47E-STBD1;UGT2A1;PRR36;C19orf84;NPIPB6;MFRP;JMJD7-PLA2G4B;RBAK-RBAKDN;PRAMEF11;RPL17-C18orf32;TUBA4B;RPS10-NUDT3 ad_gs_25 Exclusive 16 16 Overlap 9 9