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_Female GS 2.17e-01 2.07e-01 9.27e-02 5.71e-02 GS Private_to_Female 1.11e-03 3.34e-01 2.15e-03 4.73e-02 Evaluating how well Private_to_Female 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_Female GS 0.59 -0.44 -1.29 -0.70 1.17 GS Private_to_Female 0.45 -0.71 -0.54 -0.26 -1.55 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_Female GS 0.00 -0.43 -0.92 -0.68 -0.04 GS Private_to_Female 0.00 -0.31 -0.51 -0.48 -1.03 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 Private_to_Female 67 66 FIGNL2 GS 14 14