Overwhelming evidence suggests that interaction of PD-L1/PD-1 in the tumor microenvironment promotes T cell dysfunction, exhaustion, apoptosis, neutralization, and elaboration of IL-10 in a tumor mass creating a state of resistance from cytotoxic T cell (CD8+)-mediated tumor cell killing [17, 27]. The gene discussed is CD8A; the disease is neoplasm.