In multivariable Cox analysis, advanced TNM stage, IL-6/IL-10 ratio >15, and CD8<sup>+</sup>/Treg ratio <1.5 were independent predictors of poorer OS.<h4>Conclusion</h4>BALF provides tumor-proximal diagnostic and prognostic information in lung cancer. The gene discussed is IL6; the disease is lung cancer.