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) gene_list GS 5.08e-01 7.06e-01 7.63e-01 1.04e-02 GS gene_list 6.10e-02 8.30e-02 1.89e-02 1.20e-01 Evaluating how well gene_list 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) gene_list GS 0.73 0.40 0.84 0.22 3.32 GS gene_list 0.73 2.87 2.10 2.73 1.59 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) gene_list GS 0.00 0.63 0.84 0.02 2.07 GS gene_list 0.00 0.06 0.63 0.00 0.38 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 gene_list 4 4 GS 20 20