The accuracy of IL-2, IL-4, IL-6, IL-10, TNF-α, and IFN-γ in predicting the risk of death from lung cancer was 62.44%, 65.65%, 68.15%, 66.28%, 67.98%, and 66.65%, respectively. The gene discussed is TNF; the disease is lung cancer.