Biologically, an elevated monocyte burden reflects enhanced recruitment of circulating monocytes into the tumor microenvironment, where they differentiate into TAMs under the influence of cytokines such as IL-6, transforming growth factor-β (TGF-β), and colony-stimulating factor-1 (CSF-1). Here, IL6 is linked to neoplasm.