APOB and endothelial dysfunction: Calibration and decision curve analyses further supported the clinical utility of the nomogram.<h4>Conclusions</h4>The inclusion of the ApoB/ApoA1 ratio, a marker associated with endothelial dysfunction, plaque instability, and metabolic dysregulation, adds significant prognostic value beyond conventional parameters.