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) Overlap btw Combined and Female GS 3.83e-01 8.09e-01 5.77e-01 5.47e-02 GS Overlap btw Combined and Female 4.43e-01 1.49e-01 7.64e-02 7.26e-02 Evaluating how well Overlap btw Combined and 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) Overlap btw Combined and Female GS 0.66 -0.30 -0.21 -0.58 2.05 GS Overlap btw Combined and Female 0.62 1.76 0.58 0.92 1.03 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) Overlap btw Combined and Female GS 0.00 -0.37 -0.29 -0.37 0.67 GS Overlap btw Combined and Female 0.00 0.23 -0.11 -0.08 -0.02 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 Overlap btw Combined and Female 10 10 GS 14 14