The neutrophil–lymphocyte ratio (NLR) is of great significance in patients subject to immunotherapy (Programmed cell death 1 (PD-1)/PDL-1) and correlates with tumor progression [122,123]. The gene discussed is PDCD1; the disease is neoplasm.