Response to pembrolizumab has been associated with a higher nonsynonymous mutation burden, a molecular smoking signature, higher neo-antigenic burden, and DNA repair pathway mutations (6), which suggests that limiting the development of predictive biomarkers to PD-L1 expression may be underestimating the complexity of determinants of PD1/PD-L1 therapeutic benefit.