IL6 and Insulin resistance: Visceral fat secretes pro-inflammatory cytokines (IL-6, TNF-α), promoting systemic inflammation and insulin resistance, which can lower HDL and raise non-HDL cholesterol, increasing cardiovascular risk [26].