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 BMI 1.97e-02 1.45e-02 2.70e-06 3.36e-05 BMI Exclusive v3Train_Reactome 5.78e-07 6.83e-05 9.72e-06 3.30e-30 v3Train_Reactome Exclusive BMI Exclusive 1.00e-02 2.02e-02 8.50e-06 2.31e-04 BMI Exclusive v3Train_Reactome Exclusive 7.11e-07 5.98e-05 4.55e-06 1.80e-31 v3Train_Reactome Exclusive Overlap 2.00e-02 1.82e-02 1.15e-02 1.49e-02 BMI Exclusive Overlap 1.15e-02 1.15e-02 1.15e-02 1.15e-02 Overlap Exclusives 2.80e-08 1.88e-09 4.74e-74 1.18e-32 Evaluating how well v3Train_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) v3Train_Reactome Exclusive BMI 0.79 1.42 2.54 1.47 4.28 BMI Exclusive v3Train_Reactome 0.68 1.15 5.16 1.11 13.53 v3Train_Reactome Exclusive BMI Exclusive 0.76 1.40 2.03 1.44 3.58 BMI Exclusive v3Train_Reactome Exclusive 0.68 1.11 5.18 1.30 13.27 v3Train_Reactome Exclusive Overlap 0.97 0.88 2.70 0.93 2.30 BMI Exclusive Overlap 1.00 2.16 2.32 2.56 2.71 Overlap Exclusives 0.70 2.71 6.40 1.60 15.33 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 BMI 0.00 1.40 2.82 1.33 3.52 BMI Exclusive v3Train_Reactome 0.03 1.19 5.32 1.97 16.35 v3Train_Reactome Exclusive BMI Exclusive 0.00 1.35 1.43 0.99 0.88 BMI Exclusive v3Train_Reactome Exclusive 0.03 1.10 5.36 1.78 11.65 v3Train_Reactome Exclusive Overlap 0.00 0.19 10.02 0.37 7.43 BMI Exclusive Overlap 0.03 60.84 79.76 109.61 63.71 Overlap Exclusives 0.04 4.95 10.11 2.09 22.78 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 BMI Exclusive 15 15 Overlap 2 2