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) A positive Exclusive C positive 7.30e-03 7.23e-02 1.83e-08 1.13e-03 C positive Exclusive A positive 1.41e-02 2.32e-03 6.38e-05 9.20e-06 A positive Exclusive C positive Exclusive 2.31e-02 9.29e-02 3.31e-08 2.37e-03 C positive Exclusive A positive Exclusive 6.01e-02 1.47e-02 2.22e-03 6.03e-04 A positive Exclusive Overlap 8.27e-01 7.55e-01 1.86e-01 2.63e-01 C positive Exclusive Overlap 1.43e-01 2.45e-02 1.36e-02 7.20e-03 Overlap Exclusives 3.02e-03 1.83e-03 1.85e-09 1.36e-10 Evaluating how well A 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) A positive Exclusive C positive 0.64 1.28 1.02 0.88 3.58 C positive Exclusive A positive 0.80 2.59 3.30 2.99 4.00 A positive Exclusive C positive Exclusive 0.64 0.97 0.84 1.01 3.69 C positive Exclusive A positive Exclusive 0.84 1.71 2.24 2.13 3.52 A positive Exclusive Overlap 0.59 0.46 0.75 0.11 0.84 C positive Exclusive Overlap 0.76 1.83 2.34 1.98 2.77 Overlap Exclusives 0.72 4.35 4.24 3.08 6.21 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) A positive Exclusive C positive 0.01 1.63 1.29 1.43 2.48 C positive Exclusive A positive 0.00 3.32 6.55 0.15 3.73 A positive Exclusive C positive Exclusive 0.00 1.53 1.46 1.62 2.78 C positive Exclusive A positive Exclusive 0.00 0.81 2.56 2.01 1.79 A positive Exclusive Overlap 0.00 -0.09 0.08 -0.05 0.13 C positive Exclusive Overlap 0.00 2.18 7.53 0.35 3.48 Overlap Exclusives 0.01 3.57 3.44 3.14 5.87 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 A positive Exclusive 7 7 C positive Exclusive 57 55 USP9Y;NLGN4Y Overlap 7 7