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) Cauchy_2_5e-8 GS_11 2.70e-04 2.00e-02 1.55e-02 2.47e-02 GS_11 Cauchy_2_5e-8 2.03e-02 3.48e-02 3.96e-01 6.50e-01 Evaluating how well Cauchy_2_5e-8 genes are linked to GS_11 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) Cauchy_2_5e-8 GS_11 0.61 -2.30 -1.66 -1.53 0.97 GS_11 Cauchy_2_5e-8 0.51 -1.69 -1.87 -1.58 0.08 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) Cauchy_2_5e-8 GS_11 0.00 -0.97 -1.35 -0.84 -0.22 GS_11 Cauchy_2_5e-8 0.00 -0.94 -0.87 -0.59 -0.52 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 Cauchy_2_5e-8 6 6 GS_11 11 11