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) fullemb Exclusive dgn 2.60e-02 8.82e-02 7.70e-15 2.59e-12 dgn Exclusive fullemb 2.01e-02 2.18e-01 1.37e-06 1.57e-07 fullemb Exclusive dgn Exclusive 3.71e-02 1.10e-01 8.07e-14 1.99e-11 dgn Exclusive fullemb Exclusive 1.11e-02 2.61e-01 3.73e-05 1.48e-06 fullemb Exclusive Overlap 4.59e-01 5.21e-01 1.61e-02 9.67e-03 dgn Exclusive Overlap 8.92e-04 5.08e-03 6.93e-04 1.22e-03 Overlap Exclusives 1.14e-29 2.89e-31 2.97e-75 2.71e-55 Evaluating how well fullemb genes are linked to dgn 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) fullemb Exclusive dgn 0.67 0.97 2.87 2.12 8.78 dgn Exclusive fullemb 0.70 -0.40 2.19 2.45 7.00 fullemb Exclusive dgn Exclusive 0.67 1.18 2.27 1.97 8.41 dgn Exclusive fullemb Exclusive 0.68 -1.13 1.93 2.17 6.05 fullemb Exclusive Overlap 0.84 0.35 0.22 2.38 2.98 dgn Exclusive Overlap 0.88 1.82 2.55 2.38 3.27 Overlap Exclusives 0.82 5.91 16.21 4.21 18.61 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) fullemb Exclusive dgn 0.03 2.04 5.83 5.73 18.46 dgn Exclusive fullemb 0.03 17.01 17.17 29.86 47.08 fullemb Exclusive dgn Exclusive 0.02 2.59 7.06 6.66 15.11 dgn Exclusive fullemb Exclusive 0.01 -0.86 1.34 4.12 2.25 fullemb Exclusive Overlap 0.00 0.20 -0.66 3.98 2.11 dgn Exclusive Overlap 0.19 253.00 324.91 410.78 674.11 Overlap Exclusives 0.10 27.63 75.65 21.28 84.34 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 fullemb Exclusive 77 77 dgn Exclusive 201 199 C10orf105;MCIDAS Overlap 7 7