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) EAML05 Somatic GS 2.86e-01 1.69e-01 3.84e-01 8.77e-11 Somatic GS EAML05 8.73e-03 3.86e-01 2.70e-05 5.84e-01 Evaluating how well EAML05 genes are linked to Somatic 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) EAML05 Somatic GS 0.82 0.89 1.35 0.92 7.82 Somatic GS EAML05 0.51 0.80 0.80 0.62 0.26 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) EAML05 Somatic GS 0.01 1.00 1.47 1.02 2.73 Somatic GS EAML05 0.01 1.05 0.50 0.36 0.12 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 EAML05 119 118 SEP9 Somatic GS 40 40