In the univariate analysis, compared to the low-risk group, AKR1B10, ALDH3A1, CEACAM5, and IDH2 are higher than the high-risk or cancer group, i.e., their upregulation discriminates the low-risk group from the high-risk group as well as the lung cancer group. Here, ALDH3A1 is linked to lung cancer.