Inflammatory cytokines released by the tumor microenvironment can interfere with insulin signaling pathways, contributing to insulin resistance. These cytokines can alter the function of insulin receptors and disrupt normal glucose metabolism. Managing inflammation through diet, exercise, and medications may help improve insulin sensitivity.