The impact of tobacco on cellular and molecular changes, including increased tumor mutation burden (TMB), increased PD-L1 expression, microsatellite instability, and the presence of mutations such as TP53 and KRAS, has been widely described in the literature (5, 6, 13, 14). Here, CD274 is linked to neoplasm.