It is important to highlight that while our study identified a significant increase in CHI3L1 expression in lymphoma cells, existing literature indicates that other cell types within the tumor microenvironment such as macrophages, fibroblasts, and neutrophils may also play pivotal roles in regulating CHI3L1 expression (35). This evidence concerns the gene CHI3L1 and lymphoma.