APOB and diabetes mellitus: This study also highlighted that Apo-B levels did not significantly differ between the very high-risk and low-risk groups, suggesting that while Apo-B is a predictor of diabetes within high-risk populations, it may not serve as a clear differentiating marker across broader cardiovascular risk categories.