Chronic inflammation marked by elevated IL-6 disrupts systemic metabolism, activating other pro-inflammatory cytokines like TNF-α and IL-1, creating a feedback loop that intensifies inflammation and insulin resistance [11,12]. This evidence concerns the gene IL6 and Insulin resistance.