TNF and Hyperglycemia: Additionally, humoral factors, including pro-inflammatory cytokines, such as tumor necrosis factor-alpha (TNF-α), interleukin-6 (IL-6), and interleukin-1 beta (IL-1β), further exacerbate hyperglycemia by impairing insulin signaling and increasing hepatic glucose output.