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) v3Train_Reactome Exclusive T2D 1.32e-02 1.84e-01 1.40e-06 8.73e-05 T2D Exclusive v3Train_Reactome 2.32e-04 1.33e-03 2.78e-14 2.04e-20 v3Train_Reactome Exclusive T2D Exclusive 4.37e-02 4.75e-01 6.63e-06 1.12e-04 T2D Exclusive v3Train_Reactome Exclusive 1.06e-04 1.39e-03 1.16e-12 9.29e-21 v3Train_Reactome Exclusive Overlap 1.15e-02 2.67e-02 1.15e-02 1.49e-02 T2D Exclusive Overlap 1.15e-02 1.15e-02 1.15e-02 1.35e-02 Overlap Exclusives 1.29e-24 3.42e-23 6.53e-81 5.08e-57 Evaluating how well v3Train_Reactome genes are linked to T2D 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) v3Train_Reactome Exclusive T2D 0.70 0.19 0.87 1.01 4.82 T2D Exclusive v3Train_Reactome 0.67 1.14 3.81 2.29 10.97 v3Train_Reactome Exclusive T2D Exclusive 0.69 0.03 0.58 0.75 3.76 T2D Exclusive v3Train_Reactome Exclusive 0.66 0.79 4.06 1.72 11.27 v3Train_Reactome Exclusive Overlap 0.98 2.13 1.97 2.55 2.37 T2D Exclusive Overlap 0.99 2.15 2.76 2.51 2.39 Overlap Exclusives 0.76 3.29 13.08 3.61 20.56 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) v3Train_Reactome Exclusive T2D 0.01 2.01 4.78 2.76 10.74 T2D Exclusive v3Train_Reactome 0.04 0.96 4.95 3.60 11.54 v3Train_Reactome Exclusive T2D Exclusive 0.01 1.22 2.97 1.79 6.49 T2D Exclusive v3Train_Reactome Exclusive 0.03 0.53 5.10 3.20 12.61 v3Train_Reactome Exclusive Overlap 0.00 17.53 2.12 13.53 11.78 T2D Exclusive Overlap 0.01 4.69 38.57 34.52 0.13 Overlap Exclusives 0.07 4.87 26.23 7.74 44.08 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 v3Train_Reactome Exclusive 384 383 CBS T2D Exclusive 48 48 Overlap 2 2