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) 42_epilepsy FUMA1_GS 4.92e-01 4.24e-01 7.07e-01 1.94e-01 FUMA1_GS 42_epilepsy 8.50e-01 8.89e-01 3.68e-01 9.05e-01 Evaluating how well 42_epilepsy genes are linked to FUMA1_GS 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) 42_epilepsy FUMA1_GS 0.61 0.66 0.82 0.42 1.64 FUMA1_GS 42_epilepsy 0.50 0.22 -0.15 -0.01 0.01 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) 42_epilepsy FUMA1_GS 0.00 0.20 -0.02 -0.11 0.09 FUMA1_GS 42_epilepsy 0.00 -0.08 -0.32 -0.23 -0.38 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 42_epilepsy 42 41 DPEP2NB FUMA1_GS 19 18 LINC02356