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) C positive C negative 8.78e-01 9.64e-01 1.67e-01 5.83e-02 C negative C positive 8.88e-01 8.23e-01 3.66e-01 1.55e-02 Evaluating how well C positive genes are linked to C negative 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) C positive C negative 0.56 0.21 -0.05 0.23 1.20 C negative C positive 0.58 0.15 0.22 0.21 2.29 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) C positive C negative 0.00 -0.09 -0.24 -0.16 -0.03 C negative C positive 0.00 -0.39 -0.44 -0.30 0.91 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 C positive 64 61 NLGN4Y;6-Mar;USP9Y C negative 56 54 AC100868.1;AC003002.1