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_Reactome Meta 1.66e-06 4.53e-03 8.65e-09 1.17e-10 Meta MS_Reactome 1.78e-05 4.01e-06 2.47e-11 1.09e-19 Evaluating how well MS_Reactome 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_Reactome Meta 0.89 2.71 4.56 2.38 6.21 Meta MS_Reactome 0.72 1.51 6.56 2.58 10.48 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_Reactome Meta 0.01 0.63 4.87 1.42 7.29 Meta MS_Reactome 0.02 0.57 9.25 4.08 12.10 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_Reactome 189 189 Meta 26 26