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) data_diff_TIAM2 ad_gs_25 1.46e-07 3.51e-08 8.84e-10 1.30e-10 ad_gs_25 data_diff_TIAM2 7.85e-01 3.10e-01 1.89e-01 6.45e-02 Evaluating how well data_diff_TIAM2 genes are linked to ad_gs_25 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) data_diff_TIAM2 ad_gs_25 0.88 3.57 6.21 4.26 7.24 ad_gs_25 data_diff_TIAM2 0.63 1.48 1.40 1.46 1.80 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) data_diff_TIAM2 ad_gs_25 0.04 71.32 104.39 43.09 47.69 ad_gs_25 data_diff_TIAM2 0.02 40.89 10.71 8.07 2.27 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 data_diff_TIAM2 16 16 ad_gs_25 25 25