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) Private_to_Male GS 4.79e-01 2.75e-01 9.64e-01 1.73e-01 GS Private_to_Male 5.28e-01 7.71e-01 1.36e-02 4.20e-01 Evaluating how well Private_to_Male genes are linked to 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) Private_to_Male GS 0.64 0.50 1.12 0.04 1.91 GS Private_to_Male 0.45 0.51 -0.61 -0.16 -1.15 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) Private_to_Male GS 0.00 0.43 0.02 0.04 1.75 GS Private_to_Male 0.00 0.47 -0.12 -0.08 -0.39 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 Private_to_Male 72 71 LOC728392 GS 14 14