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) SAI balanced 0 ismael 4.97e-01 6.25e-01 2.82e-01 1.30e-01 ismael SAI balanced 0 5.95e-01 1.76e-01 1.15e-04 6.25e-02 Evaluating how well SAI balanced 0 genes are linked to ismael 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) SAI balanced 0 ismael 0.68 0.52 -0.19 0.43 2.12 ismael SAI balanced 0 0.58 1.37 2.03 1.64 2.79 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) SAI balanced 0 ismael 0.01 11.60 19.09 8.81 36.71 ismael SAI balanced 0 0.01 0.54 0.58 1.34 1.07 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 SAI balanced 0 114 114 ismael 14 14