These findings suggest that OPN may function as an immune checkpoint in T cells in the tumor microenvironment, which underlies colorectal tumor immune evasion and non-response to anti-PD-1 immunotherapy [26,27,36]. Here, SPP1 is linked to colorectal neoplasm.