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) African Exclusive 174MuGenes 5.18e-01 9.19e-02 1.20e-01 9.48e-02 174MuGenes Exclusive African 2.65e-01 5.55e-01 3.14e-01 6.50e-02 African Exclusive 174MuGenes Exclusive 2.81e-01 1.75e-01 1.40e-01 1.69e-01 174MuGenes Exclusive African Exclusive 2.44e-01 6.29e-01 3.69e-01 1.06e-01 African Exclusive Overlap 7.70e-01 4.77e-01 4.87e-01 1.57e-02 174MuGenes Exclusive Overlap 6.34e-01 1.45e-01 5.12e-01 2.04e-01 Overlap Exclusives 4.08e-01 8.74e-01 6.61e-22 4.42e-01 Evaluating how well African genes are linked to 174MuGenes 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) African Exclusive 174MuGenes 0.55 1.67 2.47 2.15 2.16 174MuGenes Exclusive African 0.53 0.85 0.51 0.55 1.64 African Exclusive 174MuGenes Exclusive 0.54 1.90 1.94 1.77 1.71 174MuGenes Exclusive African Exclusive 0.52 1.24 0.66 0.87 1.42 African Exclusive Overlap 0.74 0.81 1.32 1.07 2.89 174MuGenes Exclusive Overlap 0.65 -0.40 -0.73 -0.59 1.49 Overlap Exclusives 0.52 -1.83 0.12 0.47 1.29 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) African Exclusive 174MuGenes 0.01 0.63 2.25 0.73 1.57 174MuGenes Exclusive African 0.01 2.66 2.11 2.54 2.95 African Exclusive 174MuGenes Exclusive 0.01 0.52 1.94 0.39 0.83 174MuGenes Exclusive African Exclusive 0.01 2.85 1.94 2.35 1.47 African Exclusive Overlap 0.00 0.57 -2.70 0.98 1.26 174MuGenes Exclusive Overlap 0.00 4.41 2.10 4.66 7.58 Overlap Exclusives 0.02 -0.33 0.99 0.67 1.15 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 African Exclusive 192 192 174MuGenes Exclusive 164 160 SOSĀ 2;AC004754.1;RFPL2;PRAMEF11 Overlap 10 10