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) 100_GeneEmbed_AD Ismael_GS 6.93e-05 9.61e-05 4.07e-10 2.69e-07 Ismael_GS 100_GeneEmbed_AD 4.58e-06 2.19e-08 1.36e-13 1.80e-21 Evaluating how well 100_GeneEmbed_AD genes are linked to Ismael_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) 100_GeneEmbed_AD Ismael_GS 0.90 4.05 4.72 2.50 5.84 Ismael_GS 100_GeneEmbed_AD 0.80 2.70 7.07 2.22 11.18 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) 100_GeneEmbed_AD Ismael_GS 0.00 3.92 12.31 5.17 11.54 Ismael_GS 100_GeneEmbed_AD 0.02 6.35 15.53 5.74 22.09 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 100_GeneEmbed_AD 100 99 SIGLEC5 Ismael_GS 14 14