Subsequent multivariate logistic regression analysis demonstrated that age ≥65 years, history of smoking, lower LMR, and lower CD4+/CD8+ ratio were independent risk factors for the occurrence of lung cancer occurrence in patients with IgE >100 IU/ml. The gene discussed is CD8A; the disease is lung cancer.