It can be seen from the previous analysis that the HR of CHI3L1 is 0.87415, thus it can be speculated that CHI3L1 may be a key gene to activate the adaptive immune response in the tumor microenvironment and that ATP6AP1 is significantly negatively correlated with immune genes. The gene discussed is CHI3L1; the disease is neoplasm.