From the Pitman's test results, we found that the model containing all of the factors was slightly better than the model containing all of the classes in predicting HDL cholesterol (p = 0.04), triacylglycerols (p = 0.03), blood glucose (p = 0.04), apolipoprotein A1 (p = 0.02), high-sensitivity C-reactive protein (p = 0.02), but was weaker than that in predicting the breast cancer risk (p = 0.03; Table 5). This evidence concerns the gene APOA1 and breast carcinoma.