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) MS_STRING Meta 2.40e-01 6.61e-01 1.05e-01 5.62e-04 Meta MS_STRING 1.79e-04 8.30e-04 1.52e-03 1.61e-04 Evaluating how well MS_STRING genes are linked to Meta 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) MS_STRING Meta 0.73 0.54 1.27 0.26 4.20 Meta MS_STRING 0.58 1.60 3.23 1.87 3.88 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) MS_STRING Meta 0.00 -0.48 0.14 -0.34 4.61 Meta MS_STRING 0.01 0.94 2.34 1.34 2.36 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 MS_STRING 175 175 Meta 26 26