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 GS_25 4.30e-01 2.17e-01 2.31e-01 7.65e-02 GS_25 String 1.84e-04 3.49e-03 2.55e-02 1.64e-03 Evaluating how well String genes are linked to GS_25 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 GS_25 0.66 0.73 1.93 0.80 2.59 GS_25 String 0.45 1.37 -0.26 0.29 -1.93 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 GS_25 0.00 0.65 1.90 0.36 1.69 GS_25 String 0.01 0.99 0.10 0.21 -0.72 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 128 128 GS_25 25 24 HLA -DRB1