Our results suggested there was no correlation between PD-L1 expression and the scores of CD4+ or CD8+ TILs, nevertheless the expression of PD-1 was significantly correlated with both CD4+ and CD8+ TILs in patients with advanced lung adenocarcinoma. The gene discussed is CD8A; the disease is lung adenocarcinoma.