CHGA and colorectal neoplasm: In addition to immune cells, we also identified some diagnostic prediction-associated immune genes, such as TRIB3, CHGA, LGALS4, and CASP7. Tribbles pseudokinase 3 (TRIB3) is upregulated in some colorectal tumors and is responsible for poor outcome.