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) 125genes Juan 3.64e-02 1.93e-02 4.80e-05 1.30e-06 Juan 125genes 6.09e-01 6.73e-01 1.87e-09 1.81e-03 Evaluating how well 125genes genes are linked to Juan 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) 125genes Juan 0.91 1.93 3.86 2.73 4.75 Juan 125genes 0.58 0.80 -0.15 0.25 3.05 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) 125genes Juan 0.00 0.24 4.19 2.69 3.18 Juan 125genes 0.01 4.13 1.66 2.53 5.03 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 125genes 125 125 Juan 12 12