Since tobacco smoke induced the expression of PD-L1 in lungs at an early stage, i.e., 20 days after the first exposure (Fig. 2), we hypothesized that suppression of PD-L1 may prevent formation of lung cancer. The gene discussed is CD274; the disease is lung cancer.