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) STRING LBD 8.24e-01 6.12e-01 5.05e-01 2.72e-02 LBD STRING 2.62e-08 8.93e-04 8.93e-44 1.11e-01 Evaluating how well STRING genes are linked to LBD 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) STRING LBD 0.78 0.74 1.10 0.11 2.37 LBD STRING 0.51 6.83 4.09 2.34 0.55 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) STRING LBD 0.00 0.07 2.90 -0.63 0.97 LBD STRING 0.01 4.96 1.40 0.84 -0.02 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 STRING 156 153 HDGFL2;AC008770.2;CBWD6 LBD 6 6