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) EAW_FDR01 Exclusive Tier2-Glycemic 7.93e-01 7.91e-01 8.49e-07 7.91e-03 Tier2-Glycemic Exclusive EAW_FDR01 1.41e-01 1.07e-01 2.01e-10 1.19e-21 EAW_FDR01 Exclusive Tier2-Glycemic Exclusive 9.35e-01 8.87e-01 7.37e-06 2.15e-02 Tier2-Glycemic Exclusive EAW_FDR01 Exclusive 3.97e-01 2.21e-01 3.09e-11 2.27e-20 EAW_FDR01 Exclusive Overlap 4.17e-01 1.33e-01 1.15e-02 1.82e-02 Tier2-Glycemic Exclusive Overlap 1.06e-01 1.98e-01 3.69e-02 5.99e-02 Overlap Exclusives 6.49e-10 1.04e-05 1.39e-59 7.89e-43 Evaluating how well EAW_FDR01 genes are linked to Tier2-Glycemic 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) EAW_FDR01 Exclusive Tier2-Glycemic 0.62 1.16 0.48 1.18 2.86 Tier2-Glycemic Exclusive EAW_FDR01 0.69 0.63 1.66 1.72 10.98 EAW_FDR01 Exclusive Tier2-Glycemic Exclusive 0.60 0.87 0.10 0.96 2.28 Tier2-Glycemic Exclusive EAW_FDR01 Exclusive 0.69 0.39 1.38 1.84 10.67 EAW_FDR01 Exclusive Overlap 0.97 1.83 1.22 2.44 2.45 Tier2-Glycemic Exclusive Overlap 0.90 1.72 1.68 1.86 2.11 Overlap Exclusives 0.75 2.71 5.35 2.33 13.69 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) EAW_FDR01 Exclusive Tier2-Glycemic 0.01 1.34 1.26 5.37 1.36 Tier2-Glycemic Exclusive EAW_FDR01 0.03 0.71 2.01 2.43 12.48 EAW_FDR01 Exclusive Tier2-Glycemic Exclusive 0.00 0.49 0.10 3.41 3.47 Tier2-Glycemic Exclusive EAW_FDR01 Exclusive 0.02 0.43 1.44 2.79 10.30 EAW_FDR01 Exclusive Overlap 0.00 2.99 6.73 21.94 13.35 Tier2-Glycemic Exclusive Overlap 0.00 2.75 2.07 3.20 1.58 Overlap Exclusives 0.04 4.14 7.94 3.89 21.13 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 EAW_FDR01 Exclusive 265 264 SPANXB1 Tier2-Glycemic Exclusive 56 52 SERHL;ZNF664-FAM101A;LINC00885;TMEM110-MUSTN1 Overlap 2 2