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) Singleton Exclusive ukbpd-female-threeptfive 7.35e-01 5.93e-01 6.32e-07 5.99e-01 ukbpd-female-threeptfive Exclusive Singleton 7.64e-01 8.87e-01 6.84e-01 1.03e-01 Singleton Exclusive ukbpd-female-threeptfive Exclusive 7.27e-01 6.15e-01 6.18e-07 5.08e-01 ukbpd-female-threeptfive Exclusive Singleton Exclusive 8.72e-01 7.62e-01 6.96e-01 6.96e-02 Singleton Exclusive Overlap 1.98e-02 1.98e-02 1.98e-02 1.98e-02 ukbpd-female-threeptfive Exclusive Overlap 6.93e-01 9.11e-01 8.91e-01 7.13e-01 Overlap Exclusives 6.20e-04 1.58e-04 5.60e-14 1.20e-05 Evaluating how well Singleton genes are linked to ukbpd-female-threeptfive 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) Singleton Exclusive ukbpd-female-threeptfive 0.53 1.75 0.69 1.44 0.70 ukbpd-female-threeptfive Exclusive Singleton 0.66 -0.41 -0.09 -0.24 2.11 Singleton Exclusive ukbpd-female-threeptfive Exclusive 0.52 1.82 0.55 1.04 0.63 ukbpd-female-threeptfive Exclusive Singleton Exclusive 0.66 -0.21 -0.03 -0.30 2.09 Singleton Exclusive Overlap 1.00 2.43 1.69 1.92 1.87 ukbpd-female-threeptfive Exclusive Overlap 0.70 -0.39 -0.47 -0.03 0.60 Overlap Exclusives 0.62 5.34 2.82 3.05 4.26 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) Singleton Exclusive ukbpd-female-threeptfive 0.00 1.34 1.69 1.72 1.12 ukbpd-female-threeptfive Exclusive Singleton 0.00 -0.43 -0.12 -0.37 1.11 Singleton Exclusive ukbpd-female-threeptfive Exclusive 0.00 0.11 0.08 -0.24 -0.21 ukbpd-female-threeptfive Exclusive Singleton Exclusive 0.00 -0.22 -0.04 -0.31 0.29 Singleton Exclusive Overlap 0.06 576.68 213.13 167.04 349.01 ukbpd-female-threeptfive Exclusive Overlap 0.00 -0.44 -0.55 -0.28 -0.15 Overlap Exclusives 0.01 11.87 9.41 4.35 13.84 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 Singleton Exclusive 20 20 ukbpd-female-threeptfive Exclusive 69 69 Overlap 1 1