Using the ROC curve, we found that the levels of CA-125 >115.13 U/ml, calcium >2.65 g/l, and Hb >120.50 g/l indicate an increased risk of OM among male liver cancer patients who consume alcohol, all of them have the statistical significance, which can be used for clinical application. This evidence concerns the gene GSTM1 and liver cancer.