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 B_negative 2.97e-01 6.73e-01 6.26e-02 4.54e-02 B_negative B_positive 4.61e-01 8.83e-01 1.18e-01 2.25e-03 Evaluating how well B_positive genes are linked to B_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) B_positive B_negative 0.60 -0.11 0.14 0.70 2.17 B_negative B_positive 0.66 0.20 0.59 0.69 3.65 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 B_negative 0.00 -0.11 0.21 1.07 1.47 B_negative B_positive 0.00 0.03 0.64 1.07 2.91 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 B_positive 55 53 USP9Y;NLGN4Y B_negative 44 41 AC100868.1;UGT2A1;AC003002.1