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) disc gwas 3.11e-01 4.81e-02 4.22e-04 3.84e-03 gwas disc 3.29e-01 6.51e-01 1.46e-01 1.77e-03 Evaluating how well disc genes are linked to gwas 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) disc gwas 0.69 -0.55 2.19 1.26 3.05 gwas disc 0.72 0.79 1.18 0.95 3.43 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) disc gwas 0.00 -0.31 1.06 0.38 4.48 gwas disc 0.00 1.32 0.26 2.28 5.71 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 disc 24 24 gwas 25 24 HLA -DRB1