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) cau Exclusive singleton 7.91e-01 6.51e-01 5.02e-05 6.95e-05 singleton Exclusive cau 2.21e-01 4.05e-01 8.82e-09 1.21e-12 cau Exclusive singleton Exclusive 8.75e-01 6.84e-01 3.64e-04 1.32e-04 singleton Exclusive cau Exclusive 1.75e-01 5.57e-01 2.35e-07 3.79e-12 cau Exclusive Overlap 4.59e-01 3.35e-01 2.07e-02 9.75e-02 singleton Exclusive Overlap 9.85e-05 9.85e-05 9.85e-05 5.91e-04 Overlap Exclusives 2.21e-05 2.05e-04 2.97e-19 1.79e-21 Evaluating how well cau genes are linked to singleton 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) cau Exclusive singleton 0.78 0.96 1.34 1.74 3.93 singleton Exclusive cau 0.72 0.77 1.86 2.05 8.29 cau Exclusive singleton Exclusive 0.77 0.78 1.19 1.50 3.84 singleton Exclusive cau Exclusive 0.72 0.51 1.22 1.62 7.96 cau Exclusive Overlap 0.84 1.17 0.96 1.37 1.76 singleton Exclusive Overlap 1.00 2.04 3.07 2.45 2.49 Overlap Exclusives 0.75 1.55 2.90 1.88 10.50 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) cau Exclusive singleton 0.00 -0.13 -4.67 1.72 4.83 singleton Exclusive cau 0.01 1.83 2.32 4.48 10.24 cau Exclusive singleton Exclusive 0.00 -0.20 -4.84 1.58 5.96 singleton Exclusive cau Exclusive 0.01 0.45 0.88 2.38 4.50 cau Exclusive Overlap 0.00 0.40 0.02 0.31 -0.02 singleton Exclusive Overlap 0.03 49.81 433.83 176.79 8.57 Overlap Exclusives 0.02 3.91 8.68 4.10 6.08 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 cau Exclusive 112 112 singleton Exclusive 19 19 Overlap 2 2