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 BMI 8.79e-02 1.02e-02 2.17e-03 2.19e-05 BMI Exclusive v2_Reactome 2.03e-02 9.95e-13 6.03e-19 6.65e-33 v2_Reactome Exclusive BMI Exclusive 1.89e-01 8.85e-03 8.70e-03 1.18e-04 BMI Exclusive v2_Reactome Exclusive 2.68e-02 1.21e-12 3.20e-18 2.60e-33 v2_Reactome Exclusive Overlap 8.35e-02 3.51e-01 1.35e-02 2.21e-02 BMI Exclusive Overlap 1.15e-02 1.15e-02 1.15e-02 1.28e-02 Overlap Exclusives 3.03e-17 4.69e-17 3.70e-100 2.04e-41 Evaluating how well v2_Reactome genes are linked to BMI 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 BMI 0.79 1.36 3.12 1.66 4.35 BMI Exclusive v2_Reactome 0.69 2.21 8.00 1.96 11.14 v2_Reactome Exclusive BMI Exclusive 0.77 1.43 2.64 1.49 3.70 BMI Exclusive v2_Reactome Exclusive 0.69 2.28 10.15 2.20 13.37 v2_Reactome Exclusive Overlap 0.95 0.14 1.45 0.73 1.98 BMI Exclusive Overlap 1.00 2.33 2.36 2.18 2.57 Overlap Exclusives 0.73 2.29 10.11 1.75 16.08 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 BMI 0.00 0.32 1.53 1.13 1.83 BMI Exclusive v2_Reactome 0.03 1.77 5.60 2.26 10.88 v2_Reactome Exclusive BMI Exclusive 0.00 0.58 0.87 0.53 0.45 BMI Exclusive v2_Reactome Exclusive 0.03 1.86 7.25 2.41 10.83 v2_Reactome Exclusive Overlap 0.00 -0.55 2.86 -0.08 1.59 BMI Exclusive Overlap 0.03 115.96 74.73 81.04 41.46 Overlap Exclusives 0.04 3.28 11.73 1.60 19.41 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 BMI Exclusive 15 15 Overlap 2 2