IL6 and Insulin resistance: The observation of elevated IL-6 levels in insulin-resistant PCOS patients reported in our study aligns closely with previous research by Escobar-Morreale et al., who similarly documented increased IL-6 concentrations among women with PCOS, attributing this elevation to heightened inflammatory responses driven by insulin resistance [14].