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) EAML_v3Train_01 Exclusive Tier1Glycemic 5.22e-03 5.06e-03 1.11e-01 1.99e-06 Tier1Glycemic Exclusive EAML_v3Train_01 1.24e-01 2.98e-01 9.88e-04 3.14e-01 EAML_v3Train_01 Exclusive Tier1Glycemic Exclusive 1.17e-02 8.53e-03 1.41e-01 2.95e-06 Tier1Glycemic Exclusive EAML_v3Train_01 Exclusive 1.21e-01 5.08e-01 3.04e-03 1.82e-01 EAML_v3Train_01 Exclusive Overlap 2.30e-01 3.37e-01 4.18e-01 1.62e-01 Tier1Glycemic Exclusive Overlap 6.46e-02 6.84e-02 2.70e-02 3.69e-02 Overlap Exclusives 1.54e-05 2.19e-05 6.03e-12 7.95e-06 Evaluating how well EAML_v3Train_01 genes are linked to Tier1Glycemic 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) EAML_v3Train_01 Exclusive Tier1Glycemic 0.65 2.39 3.19 2.17 6.16 Tier1Glycemic Exclusive EAML_v3Train_01 0.50 1.81 1.18 1.04 -0.11 EAML_v3Train_01 Exclusive Tier1Glycemic Exclusive 0.64 2.24 2.88 2.41 5.72 Tier1Glycemic Exclusive EAML_v3Train_01 Exclusive 0.49 1.36 0.75 0.81 -0.46 EAML_v3Train_01 Exclusive Overlap 0.73 1.80 1.72 1.50 1.62 Tier1Glycemic Exclusive Overlap 0.84 2.85 2.30 2.39 2.24 Overlap Exclusives 0.60 3.58 6.05 2.82 5.62 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) EAML_v3Train_01 Exclusive Tier1Glycemic 0.01 3.24 4.26 3.10 4.92 Tier1Glycemic Exclusive EAML_v3Train_01 0.02 19.99 14.56 9.07 8.75 EAML_v3Train_01 Exclusive Tier1Glycemic Exclusive 0.01 2.80 3.45 2.97 4.31 Tier1Glycemic Exclusive EAML_v3Train_01 Exclusive 0.01 3.08 2.38 2.42 1.19 EAML_v3Train_01 Exclusive Overlap 0.00 9.16 10.70 2.80 2.18 Tier1Glycemic Exclusive Overlap 0.09 298.36 87.18 632.20 153.25 Overlap Exclusives 0.04 13.68 31.72 16.11 25.48 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 EAML_v3Train_01 Exclusive 156 151 IQANK1;RNASE4;SPANXB1;TSPY1;GCSAML-AS1 Tier1Glycemic Exclusive 137 132 LOC101928994;LOC101928448;LOC157273;LOC440028;LINC00261 Overlap 4 4