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) Casanova Exclusive React_AC40 7.51e-16 9.87e-03 9.67e-02 1.15e-02 React_AC40 Exclusive Casanova 1.37e-04 1.11e-01 1.05e-01 1.68e-01 Casanova Exclusive React_AC40 Exclusive 6.90e-17 4.45e-03 6.71e-02 9.19e-03 React_AC40 Exclusive Casanova Exclusive 2.65e-04 1.34e-01 1.01e-01 3.82e-01 Casanova Exclusive Overlap 1.15e-02 1.15e-02 1.15e-02 1.15e-02 React_AC40 Exclusive Overlap 3.02e-01 3.02e-01 2.66e-01 1.84e-01 Overlap Exclusives 5.24e-10 6.00e-03 7.04e-02 5.86e-03 Evaluating how well Casanova genes are linked to React_AC40 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) Casanova Exclusive React_AC40 0.54 -1.21 -3.76 -0.90 1.61 React_AC40 Exclusive Casanova 0.61 -2.09 -1.14 -0.76 1.22 Casanova Exclusive React_AC40 Exclusive 0.53 -1.31 -3.78 -0.90 1.62 React_AC40 Exclusive Casanova Exclusive 0.58 -2.93 -1.63 -1.31 0.83 Casanova Exclusive Overlap 1.00 2.62 3.54 2.00 3.03 React_AC40 Exclusive Overlap 0.73 0.12 0.46 0.85 1.14 Overlap Exclusives 0.55 -0.73 -3.10 -0.46 2.59 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) Casanova Exclusive React_AC40 0.01 -0.95 -2.44 -0.75 0.20 React_AC40 Exclusive Casanova 0.00 -0.73 -1.21 -0.58 0.01 Casanova Exclusive React_AC40 Exclusive 0.01 -1.08 -2.84 -0.83 -0.34 React_AC40 Exclusive Casanova Exclusive 0.00 -0.91 -1.65 -0.81 -0.16 Casanova Exclusive Overlap 0.02 92.56 293.26 81.69 141.65 React_AC40 Exclusive Overlap 0.00 -0.40 -0.30 -0.21 0.15 Overlap Exclusives 0.02 0.32 2.70 0.79 5.03 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 Casanova Exclusive 11 10 UNC93B React_AC40 Exclusive 203 203 Overlap 2 2