Especially with an increased level of CHI3L1 in the plasma of T2D patients, the secretion of IL-6 and tumor necrosis factor-alpha (TNF-α) is enhanced by cytokine IL-18, which is closely related to insulin [66]. Here, TNF is linked to type 2 diabetes mellitus.