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 9.47e-02 1.42e-02 3.24e-03 1.94e-05 BMI Exclusive v2_Reactome 2.23e-02 5.17e-13 5.99e-18 1.16e-33 v2_Reactome Exclusive BMI Exclusive 1.60e-01 2.23e-02 3.62e-03 6.81e-05 BMI Exclusive v2_Reactome Exclusive 2.98e-02 3.39e-13 2.57e-15 3.26e-32 v2_Reactome Exclusive Overlap 8.35e-02 3.31e-01 1.35e-02 2.10e-02 BMI Exclusive Overlap 1.15e-02 1.15e-02 1.15e-02 1.15e-02 Overlap Exclusives 1.89e-16 1.57e-17 5.43e-90 3.87e-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 2.84 1.69 5.18 BMI Exclusive v2_Reactome 0.69 2.19 9.90 2.26 13.75 v2_Reactome Exclusive BMI Exclusive 0.77 1.47 2.21 1.59 4.08 BMI Exclusive v2_Reactome Exclusive 0.69 2.00 8.85 2.16 12.49 v2_Reactome Exclusive Overlap 0.95 0.34 1.45 0.58 2.16 BMI Exclusive Overlap 1.00 2.26 2.12 2.29 2.34 Overlap Exclusives 0.73 2.27 10.99 1.60 15.40 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 0.43 2.49 0.65 2.00 BMI Exclusive v2_Reactome 0.03 1.38 7.94 2.59 12.69 v2_Reactome Exclusive BMI Exclusive 0.00 0.53 0.68 0.63 1.12 BMI Exclusive v2_Reactome Exclusive 0.03 1.51 6.68 2.24 10.65 v2_Reactome Exclusive Overlap 0.00 -0.44 2.66 -0.29 4.50 BMI Exclusive Overlap 0.03 68.07 73.97 86.45 74.54 Overlap Exclusives 0.04 3.30 12.12 1.57 19.09 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