The subgroup analysis showed that patients with a higher ApoB/ApoA1 ratio had an increased risk of developing multi-branch lesions and potentially suffer more cardiovascular adverse events (anginas, myocardial infarctions, heart failures, strokes, and cardiac deaths) in the future (adjusted HR =1.92; 95% CI: 1.10–3.13, for the fourth vs. first quartile). Here, APOA1 is linked to angina pectoris.