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) Genegroup1 Genegroup2 5.12e-01 6.27e-01 1.22e-01 7.74e-01 Genegroup2 Genegroup1 8.12e-01 8.96e-01 9.12e-01 5.06e-01 Evaluating how well Genegroup1 genes are linked to Genegroup2 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) Genegroup1 Genegroup2 0.54 -0.31 -0.37 -0.88 0.16 Genegroup2 Genegroup1 0.38 -0.69 -0.55 -0.93 -0.97 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) Genegroup1 Genegroup2 0.00 -0.36 -0.37 -0.35 -0.35 Genegroup2 Genegroup1 0.00 -0.41 -0.21 -0.32 -0.15 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 Genegroup1 5 5 Genegroup2 4 3 Parkin