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 A negative 1.73e-01 1.32e-01 2.29e-02 9.75e-02 A negative A positive 8.42e-02 8.42e-02 1.56e-02 2.47e-03 Evaluating how well A positive genes are linked to A 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) A positive A negative 0.63 0.95 1.61 0.90 2.16 A negative A positive 0.78 3.04 3.03 2.74 3.62 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 A negative 0.00 2.51 2.24 0.53 0.18 A negative A positive 0.00 2.03 2.29 2.27 2.84 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 A positive 14 14 A negative 27 25 AC003002.1;UGT2A1