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 Singleton 1.05e-01 6.19e-01 8.00e-04 1.27e-01 Singleton STRING 5.60e-03 3.14e-02 6.32e-18 2.04e-03 Evaluating how well STRING genes are linked to Singleton 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 Singleton 0.61 -0.86 -0.24 -1.56 1.78 Singleton STRING 0.46 0.74 1.56 1.04 -1.92 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 Singleton 0.00 -0.67 -0.66 -1.05 0.48 Singleton STRING 0.01 -0.18 -0.11 -0.12 -1.57 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 Singleton 21 21