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) Downsamping_top_10 GS 5.41e-05 5.68e-09 1.02e-06 9.21e-09 GS Downsamping_top_10 1.71e-01 3.39e-01 7.02e-02 1.54e-01 Evaluating how well Downsamping_top_10 genes are linked to GS 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) Downsamping_top_10 GS 0.88 2.41 5.06 2.28 5.33 GS Downsamping_top_10 0.63 3.11 1.38 1.49 1.34 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) Downsamping_top_10 GS 0.00 1.75 10.74 0.86 0.93 GS Downsamping_top_10 0.00 6.90 2.06 3.08 1.48 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 Downsamping_top_10 10 10 GS 14 14