IL6 and neoplasm: GSEA results (Figure 3) suggest that high CHI3L1 expression is associated with biological processes involved in cytokine production (IL-2 and IL-6), mTORC1 and complement signaling, interferon-γ response, and inflammatory response, leading to an immunosuppressive effect in the tumor microenvironment.