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) B positive Exclusive C positive 9.18e-05 1.19e-04 2.27e-10 4.95e-07 C positive Exclusive B positive 2.11e-06 4.18e-09 1.11e-14 4.55e-17 B positive Exclusive C positive Exclusive 7.67e-02 9.94e-02 4.96e-06 1.44e-03 C positive Exclusive B positive Exclusive 1.45e-04 1.60e-05 1.31e-09 8.08e-13 B positive Exclusive Overlap 8.88e-05 3.10e-05 1.14e-08 8.59e-07 C positive Exclusive Overlap 2.32e-03 2.44e-04 8.77e-06 6.68e-05 Overlap Exclusives 4.60e-06 3.32e-05 3.18e-09 1.21e-09 Evaluating how well B positive genes are linked to C positive 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) B positive Exclusive C positive 0.71 3.72 4.62 3.69 6.16 C positive Exclusive B positive 0.80 4.48 6.36 5.14 7.89 B positive Exclusive C positive Exclusive 0.67 2.88 2.66 2.97 4.56 C positive Exclusive B positive Exclusive 0.81 3.64 4.61 3.98 7.17 B positive Exclusive Overlap 0.77 3.30 4.04 3.46 4.61 C positive Exclusive Overlap 0.79 3.78 4.43 3.73 4.18 Overlap Exclusives 0.75 5.08 5.93 4.41 7.59 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) B positive Exclusive C positive 0.01 11.00 13.47 13.67 14.10 C positive Exclusive B positive 0.01 5.45 9.48 7.04 11.05 B positive Exclusive C positive Exclusive 0.00 2.27 2.86 4.78 4.06 C positive Exclusive B positive Exclusive 0.01 3.46 4.42 4.69 4.54 B positive Exclusive Overlap 0.01 21.11 37.03 6.27 31.91 C positive Exclusive Overlap 0.00 5.59 9.99 7.68 3.31 Overlap Exclusives 0.01 16.34 11.44 13.67 16.99 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 B positive Exclusive 33 33 C positive Exclusive 42 41 6-Mar Overlap 22 20 NLGN4Y;USP9Y