Collectively, this body of evidence suggests that elevated uric acid and XOR activity promote oxidative stress, lipid accumulation, and systemic inflammation, offering a plausible explanation for the strong associations observed in our study between HU and atherogenic lipid indices, insulin resistance, and other cardiometabolic risk markers. Here, XDH is linked to Insulin resistance.