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) Common2MethodGenes Exclusive GWAS 6.58e-02 5.00e-01 7.25e-02 1.03e-03 GWAS Exclusive Common2MethodGenes 7.24e-01 2.51e-01 3.35e-05 9.61e-04 Common2MethodGenes Exclusive GWAS Exclusive 1.39e-01 6.75e-01 1.18e-01 1.01e-03 GWAS Exclusive Common2MethodGenes Exclusive 7.11e-01 1.07e-01 4.08e-05 6.97e-04 Common2MethodGenes Exclusive Overlap 7.88e-02 7.88e-02 7.88e-02 7.88e-02 GWAS Exclusive Overlap 8.96e-02 1.68e-01 7.88e-02 8.14e-02 Overlap Exclusives 5.58e-04 2.25e-04 1.55e-37 9.07e-14 Evaluating how well Common2MethodGenes 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) Common2MethodGenes Exclusive GWAS 0.60 -0.35 0.04 0.36 4.69 GWAS Exclusive Common2MethodGenes 0.61 0.62 0.78 0.68 3.56 Common2MethodGenes Exclusive GWAS Exclusive 0.60 -0.38 0.18 0.08 4.46 GWAS Exclusive Common2MethodGenes Exclusive 0.60 0.81 1.35 0.68 3.01 Common2MethodGenes Exclusive Overlap 0.79 0.58 0.69 0.60 2.05 GWAS Exclusive Overlap 0.77 -0.75 -0.36 -0.06 1.44 Overlap Exclusives 0.66 2.47 4.76 2.08 8.42 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) Common2MethodGenes Exclusive GWAS 0.01 0.40 2.30 1.84 4.87 GWAS Exclusive Common2MethodGenes 0.01 2.00 3.39 2.56 8.40 Common2MethodGenes Exclusive GWAS Exclusive 0.01 -0.30 0.93 0.80 4.14 GWAS Exclusive Common2MethodGenes Exclusive 0.01 0.95 2.29 1.51 4.46 Common2MethodGenes Exclusive Overlap 0.01 30.78 63.68 24.66 65.77 GWAS Exclusive Overlap 0.01 3.47 1.14 30.93 4.19 Overlap Exclusives 0.03 5.57 13.50 5.59 15.30 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 Common2MethodGenes Exclusive 79 79 GWAS Exclusive 165 165 Overlap 4 3