Cigarette smoking and ambient air pollution are common risk factors for COPD and lung cancer. However, the underlying mechanism between COPD prevalence and lung cancer is remained elusive. In this study, we established rat COPD model through exposure to cigarette smoke (CS) or motor vehicle exhaust (MVE). The model rats developed COPD-like phenotypes, manifested as lung functions decline, lung inflammation and airway remodeling. The Programmed death-ligand 1 (PD-L1), a factor contributing to immune escape of tumor cells, was overexpressed in lungs from COPD model rats. The inflammatory responses and PD-L1 upregulations were also observed in cultured human bronchial epithelial cells BEAS-2B upon treatment with cigarette smoke extract (CSE) or diesel related particulate matter 2.5 (PM2.5, SEM1650b). Furthermore, both CS/CSE and MVE/PM2.5 induced ERK1/2 activation, a kinase mediating PD-L1 upregulation in premalignant bronchial cells or NSCLC cells, in COPD rats’ lungs or in BEAS-2B cells. Activations of STAT1/3, which was reportedly associated with PD-L1 expression in lung tumors, were detected in lungs from CS- or MVE-induced COPD model rats. However, CSE preferred to activate STAT3 and PM2.5 inclined to activate STAT1 in BEAS-2B cells. Therefore, we proposed that cigarette smoke and ambient air pollution elevate the risk of lung cancer in COPD patients by increasing PD-L1 expression in lung epithelial cells, suggesting the effects of immunesuppressive microenvironment on promoting tumorigenesis in COPD patient’s lung.