Besides, it was demonstrated by previous literature that the elevated NLR is associated with elevated tumor markers (CEA, CA19-9, and CA72-4), and lower infiltration of effective anti-tumor immune cells (lower CD3 and CD8 cytotoxic T cells) in the tumor microenvironment44,45. Here, CD8A is linked to neoplasm.