In response, the body releases pro-inflammatory cytokines, notably interleukin-6 (IL-6) and tumor necrosis factor-alpha (TNF-α), which have been closely linked to insulin resistance and beta-cell dysfunction [137]. Here, TNF is linked to Insulin resistance.