The following covariates were included in the multivariable regression model (p < 0.20): pre-existing COPD, ECOG score, stage of lung cancer at diagnosis, PD-L1 expression, and simultaneous chemotherapy-immunotherapy treatment. Here, CD274 is linked to chronic obstructive pulmonary disease.