HP and type 2 diabetes mellitus: By studying the interactions between Hp and ox-LDL, we offer a comprehensive evaluation of both plasma and urinary Hp in high-risk obese individuals with T2DM, exploring how Hp can be integrated into biomarker panels for early CVD risk prediction and clinical application.