PD-L1 expression, tumor mutational burden (TMB), and PD1 expression are known to be associated with the responses of immune checkpoint inhibitor (ICI) therapy, yet the relationship among them was found to be conflicting. The gene discussed is CD274; the disease is neoplasm.