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) v2_Reactome Exclusive T2D 3.20e-03 8.34e-03 1.80e-08 4.49e-06 T2D Exclusive v2_Reactome 5.58e-04 4.70e-06 7.72e-15 1.48e-16 v2_Reactome Exclusive T2D Exclusive 5.36e-03 3.20e-02 5.85e-08 1.39e-05 T2D Exclusive v2_Reactome Exclusive 1.58e-03 1.53e-06 6.52e-15 4.77e-16 v2_Reactome Exclusive Overlap 5.40e-01 1.33e-01 2.26e-01 2.10e-02 T2D Exclusive Overlap 1.15e-02 1.15e-02 1.15e-02 1.15e-02 Overlap Exclusives 2.01e-24 9.28e-28 1.18e-155 7.83e-63 Evaluating how well v2_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) v2_Reactome Exclusive T2D 0.74 0.91 2.79 1.72 5.32 T2D Exclusive v2_Reactome 0.66 2.03 5.90 2.05 10.73 v2_Reactome Exclusive T2D Exclusive 0.73 0.88 2.19 1.82 5.28 T2D Exclusive v2_Reactome Exclusive 0.66 1.86 5.86 2.42 11.88 v2_Reactome Exclusive Overlap 0.96 1.74 1.62 1.66 2.27 T2D Exclusive Overlap 0.99 1.64 1.97 2.41 2.67 Overlap Exclusives 0.76 2.16 14.85 2.35 18.22 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) v2_Reactome Exclusive T2D 0.01 0.26 3.66 2.12 10.60 T2D Exclusive v2_Reactome 0.03 2.26 6.81 3.38 12.45 v2_Reactome Exclusive T2D Exclusive 0.01 1.10 2.49 2.00 1.40 T2D Exclusive v2_Reactome Exclusive 0.03 1.72 7.11 3.73 13.51 v2_Reactome Exclusive Overlap 0.01 -1.25 10.14 0.37 15.79 T2D Exclusive Overlap 0.01 2.59 12.38 13.74 50.30 Overlap Exclusives 0.06 3.32 21.12 3.25 30.59 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 v2_Reactome Exclusive 360 359 OPN1MW T2D Exclusive 48 48 Overlap 2 2