TNF and Insulin resistance: In addition, several studies have demonstrated that sarcopenia was associated with insulin resistance, vitamin D deficiency, elevated levels of inflammatory cytokines (such as tumor necrosis factor-alpha and interleukin-6), and decreased concentrations of muscle factors (such as interleukin-15) [56–58].