High baseline tumor PD-L1 expression (≥1%), low PD-1+CD8+ cell density in tumors and a low ratio of PD-L1+/CD4+ T cells were identified as being associated with better OS [151]. This evidence concerns the gene PDCD1 and neoplasm.