Altogether, the results presented here indicate that KLRG1, BTK, CCR2 and SCML4 play important roles in the development of lung adenocarcinoma, and their expression can be effective biomarkers to predict LUAD patients’ survival. This evidence concerns the gene SCML4 and lung adenocarcinoma.