Several researches reported that smoking had potentials to improve efficacy of immunotherapy among patients with non-small-cell lung cancer, probably by introducing neoantigens, increasing tumor mutation burden, or upregulating PD-L1 expression. This evidence concerns the gene CD274 and neoplasm.