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) Mu100 Exclusive GS29 1.98e-01 7.27e-01 2.95e-07 2.28e-05 GS29 Exclusive Mu100 1.61e-06 7.47e-01 7.23e-09 1.93e-12 Mu100 Exclusive GS29 Exclusive 2.35e-01 6.61e-01 5.74e-06 3.88e-05 GS29 Exclusive Mu100 Exclusive 1.99e-06 7.41e-01 2.31e-07 4.72e-12 Mu100 Exclusive Overlap 3.83e-01 8.51e-01 1.15e-02 3.22e-02 GS29 Exclusive Overlap 1.15e-02 1.15e-02 1.15e-02 1.22e-02 Overlap Exclusives 7.23e-04 5.66e-03 4.34e-38 6.31e-32 Evaluating how well Mu100 genes are linked to GS29 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) Mu100 Exclusive GS29 0.75 -1.36 0.43 1.21 4.92 GS29 Exclusive Mu100 0.71 -1.98 -0.42 0.66 9.15 Mu100 Exclusive GS29 Exclusive 0.74 -1.47 0.45 0.98 4.20 GS29 Exclusive Mu100 Exclusive 0.70 -2.05 -0.42 0.14 8.82 Mu100 Exclusive Overlap 0.92 -2.38 0.20 1.09 2.18 GS29 Exclusive Overlap 1.00 1.38 2.19 2.29 2.59 Overlap Exclusives 0.78 1.77 3.45 1.44 12.40 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) Mu100 Exclusive GS29 0.00 -1.37 -0.09 1.51 0.54 GS29 Exclusive Mu100 0.02 -0.50 0.47 3.60 11.35 Mu100 Exclusive GS29 Exclusive 0.00 -1.45 -0.00 1.03 4.76 GS29 Exclusive Mu100 Exclusive 0.02 -0.92 -0.50 1.61 7.51 Mu100 Exclusive Overlap 0.00 -1.19 -0.36 0.45 0.89 GS29 Exclusive Overlap 0.04 23.35 128.65 155.07 30.75 Overlap Exclusives 0.04 7.55 11.34 4.91 36.50 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 Mu100 Exclusive 149 148 GS29 Exclusive 27 27 Overlap 2 2