The application of CXCL9 as a predictive and prognostic biomarker of early-stage lung adenocarcinoma patients will be investigated in the future with large, well-designed, multicenter cohort studies, along with in vitro and in vivo functional experiments. The gene discussed is CXCL9; the disease is lung adenocarcinoma.